{ "cells": [ { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Loading required package: gdata\n", "\n", "gdata: read.xls support for 'XLS' (Excel 97-2004) files ENABLED.\n", "\n", "\n", "\n", "gdata: read.xls support for 'XLSX' (Excel 2007+) files ENABLED.\n", "\n", "\n", "Attaching package: ‘gdata’\n", "\n", "\n", "The following object is masked from ‘package:stats’:\n", "\n", " nobs\n", "\n", "\n", "The following object is masked from ‘package:utils’:\n", "\n", " object.size\n", "\n", "\n", "The following object is masked from ‘package:base’:\n", "\n", " startsWith\n", "\n", "\n", "Loading required package: R.utils\n", "\n", "Loading required package: R.oo\n", "\n", "Loading required package: R.methodsS3\n", "\n", "R.methodsS3 v1.8.1 (2020-08-26 16:20:06 UTC) successfully loaded. See ?R.methodsS3 for help.\n", "\n", "R.oo v1.24.0 (2020-08-26 16:11:58 UTC) successfully loaded. See ?R.oo for help.\n", "\n", "\n", "Attaching package: ‘R.oo’\n", "\n", "\n", "The following object is masked from ‘package:R.methodsS3’:\n", "\n", " throw\n", "\n", "\n", "The following objects are masked from ‘package:gdata’:\n", "\n", " ll, trim\n", "\n", "\n", "The following objects are masked from ‘package:methods’:\n", "\n", " getClasses, getMethods\n", "\n", "\n", "The following objects are masked from ‘package:base’:\n", "\n", " attach, detach, load, save\n", "\n", "\n", "R.utils v2.10.1 (2020-08-26 22:50:31 UTC) successfully loaded. See ?R.utils for help.\n", "\n", "\n", "Attaching package: ‘R.utils’\n", "\n", "\n", "The following objects are masked from ‘package:gdata’:\n", "\n", " env, resample\n", "\n", "\n", "The following object is masked from ‘package:utils’:\n", "\n", " timestamp\n", "\n", "\n", "The following objects are masked from ‘package:base’:\n", "\n", " cat, commandArgs, getOption, inherits, isOpen, nullfile, parse,\n", " warnings\n", "\n", "\n", "Loading required package: FactoMineR\n", "\n", "Loading required package: factoextra\n", "\n", "Loading required package: ggplot2\n", "\n", "Welcome! Want to learn more? See two factoextra-related books at https://goo.gl/ve3WBa\n", "\n", "Loading required package: data.table\n", "\n", "\n", "Attaching package: ‘data.table’\n", "\n", "\n", "The following objects are masked from ‘package:gdata’:\n", "\n", " first, last\n", "\n", "\n", "Loading required package: stringr\n", "\n", "Loading required package: sp\n", "\n", "Loading required package: cluster\n", "\n", "Loading required package: plyr\n", "\n", "Loading required package: stringi\n", "\n", "Loading required package: proj4\n", "\n", "Loading required package: plotly\n", "\n", "\n", "Attaching package: ‘plotly’\n", "\n", "\n", "The following objects are masked from ‘package:plyr’:\n", "\n", " arrange, mutate, rename, summarise\n", "\n", "\n", "The following object is masked from ‘package:ggplot2’:\n", "\n", " last_plot\n", "\n", "\n", "The following object is masked from ‘package:stats’:\n", "\n", " filter\n", "\n", "\n", "The following object is masked from ‘package:graphics’:\n", "\n", " layout\n", "\n", "\n", "Loading required package: rgdal\n", "\n", "rgdal: version: 1.5-23, (SVN revision 1121)\n", "Geospatial Data Abstraction Library extensions to R successfully loaded\n", "Loaded GDAL runtime: GDAL 2.2.3, released 2017/11/20\n", "Path to GDAL shared files: /usr/share/gdal/2.2\n", "GDAL binary built with GEOS: TRUE \n", "Loaded PROJ runtime: Rel. 4.9.3, 15 August 2016, [PJ_VERSION: 493]\n", "Path to PROJ shared files: (autodetected)\n", "Linking to sp version:1.4-5\n", "\n", "\n", "Attaching package: ‘rgdal’\n", "\n", "\n", "The following object is masked from ‘package:proj4’:\n", "\n", " project\n", "\n", "\n", "The following object is masked from ‘package:R.oo’:\n", "\n", " getDescription\n", "\n", "\n", "Loading required package: rgeos\n", "\n", "rgeos version: 0.5-5, (SVN revision 640)\n", " GEOS runtime version: 3.6.2-CAPI-1.10.2 \n", " Linking to sp version: 1.4-5 \n", " Polygon checking: TRUE \n", "\n", "\n", "Loading required package: raster\n", "\n", "\n", "Attaching package: ‘raster’\n", "\n", "\n", "The following object is masked from ‘package:plotly’:\n", "\n", " select\n", "\n", "\n", "The following object is masked from ‘package:data.table’:\n", "\n", " shift\n", "\n", "\n", "The following objects are masked from ‘package:R.utils’:\n", "\n", " extract, resample\n", "\n", "\n", "The following objects are masked from ‘package:R.oo’:\n", "\n", " extend, trim\n", "\n", "\n", "The following objects are masked from ‘package:gdata’:\n", "\n", " resample, trim\n", "\n", "\n", "Loading required package: randomForest\n", "\n", "randomForest 4.6-14\n", "\n", "Type rfNews() to see new features/changes/bug fixes.\n", "\n", "\n", "Attaching package: ‘randomForest’\n", "\n", "\n", "The following object is masked from ‘package:ggplot2’:\n", "\n", " margin\n", "\n", "\n", "The following object is masked from ‘package:gdata’:\n", "\n", " combine\n", "\n", "\n" ] }, { "data": { "text/html": [ "
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A data.table: 6 × 11
NUMBERIDXYDATASETCATEGORYENTRYCONCEPTCOMBINATORRELATEDCONTEXT
<chr><chr><chr><chr><chr><chr><chr><chr><chr><chr><chr>
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\n" ], "text/latex": [ "A data.table: 6 × 11\n", "\\begin{tabular}{lllllllllll}\n", " NUMBER & ID & X & Y & DATASET & CATEGORY & ENTRY & CONCEPT & COMBINATOR & RELATED & CONTEXT\\\\\n", " & & & & & & & & & & \\\\\n", "\\hline\n", "\t 463198 & 5FD9474424B939001C692303 & 64.1 & -22 & 5F41CAE4B2E723864080817C & ID & 38282 & 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5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 463200 & 5FD9474424B939001C692303 & 64.1 & -22 & 5F41CAE4B2E723864080817C & SAMPLEDATA\\_SITE\\_ID & 2142 & 5F430A73836C1E48136B4F66:5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F76:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7E:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F98:5F430A74836C1E48136B4F9E:5F430A74836C1E48136B4F9F:5F430A75836C1E48136B4FA3:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FB4:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC5:5F430A75836C1E48136B4FC6:5F430A75836C1E48136B4FC7:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD4:5F430A76836C1E48136B4FDA:5F430A76836C1E48136B4FE4:5F430A76836C1E48136B4FEB:5F430A76836C1E48136B4FF0:5F430A76836C1E48136B4FF2:5F430A76836C1E48136B4FF5:5F430A77836C1E48136B4FFF:5F430A77836C1E48136B5001:5F430A77836C1E48136B5002:5F430A77836C1E48136B5009:5F430A77836C1E48136B5012:5F430A77836C1E48136B5018:5F430A77836C1E48136B5023:5F430A77836C1E48136B5025:5F430A78836C1E48136B5044:5F430A78836C1E48136B5057:5F430A78836C1E48136B505C:5F430A78836C1E48136B5068 & 5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 463201 & 5FD9474424B939001C692303 & 64.1 & -22 & 5F41CAE4B2E723864080817C & SAMPLEDATA\\_SITE\\_NAME & Bessastadir & 5F430A73836C1E48136B4F66:5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F76:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7E:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F98:5F430A74836C1E48136B4F9E:5F430A74836C1E48136B4F9F:5F430A75836C1E48136B4FA3:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FB4:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC5:5F430A75836C1E48136B4FC6:5F430A75836C1E48136B4FC7:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD4:5F430A76836C1E48136B4FDA:5F430A76836C1E48136B4FE4:5F430A76836C1E48136B4FEB:5F430A76836C1E48136B4FF0:5F430A76836C1E48136B4FF2:5F430A76836C1E48136B4FF5:5F430A77836C1E48136B4FFF:5F430A77836C1E48136B5001:5F430A77836C1E48136B5002:5F430A77836C1E48136B5009:5F430A77836C1E48136B5012:5F430A77836C1E48136B5018:5F430A77836C1E48136B5023:5F430A77836C1E48136B5025:5F430A78836C1E48136B5044:5F430A78836C1E48136B5057:5F430A78836C1E48136B505C:5F430A78836C1E48136B5068 & 5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 463202 & 5FD9474424B939001C692303 & 64.1 & -22 & 5F41CAE4B2E723864080817C & SAMPLEDATA\\_SAMPLE\\_NAME & S10 & 5F430A73836C1E48136B4F66:5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F76:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7E:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F98:5F430A74836C1E48136B4F9E:5F430A74836C1E48136B4F9F:5F430A75836C1E48136B4FA3:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FB4:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC5:5F430A75836C1E48136B4FC6:5F430A75836C1E48136B4FC7:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD4:5F430A76836C1E48136B4FDA:5F430A76836C1E48136B4FE4:5F430A76836C1E48136B4FEB:5F430A76836C1E48136B4FF0:5F430A76836C1E48136B4FF2:5F430A76836C1E48136B4FF5:5F430A77836C1E48136B4FFF:5F430A77836C1E48136B5001:5F430A77836C1E48136B5002:5F430A77836C1E48136B5009:5F430A77836C1E48136B5012:5F430A77836C1E48136B5018:5F430A77836C1E48136B5023:5F430A77836C1E48136B5025:5F430A78836C1E48136B5044:5F430A78836C1E48136B5057:5F430A78836C1E48136B505C:5F430A78836C1E48136B5068 & 5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 463203 & 5FD9474424B939001C692303 & 64.1 & -22 & 5F41CAE4B2E723864080817C & SAMPLEDATA\\_SAMPLE\\_GROUP\\_ID & 6940 & 5F430A73836C1E48136B4F66:5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F76:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7E:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F98:5F430A74836C1E48136B4F9E:5F430A74836C1E48136B4F9F:5F430A75836C1E48136B4FA3:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FB4:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC5:5F430A75836C1E48136B4FC6:5F430A75836C1E48136B4FC7:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD4:5F430A76836C1E48136B4FDA:5F430A76836C1E48136B4FE4:5F430A76836C1E48136B4FEB:5F430A76836C1E48136B4FF0:5F430A76836C1E48136B4FF2:5F430A76836C1E48136B4FF5:5F430A77836C1E48136B4FFF:5F430A77836C1E48136B5001:5F430A77836C1E48136B5002:5F430A77836C1E48136B5009:5F430A77836C1E48136B5012:5F430A77836C1E48136B5018:5F430A77836C1E48136B5023:5F430A77836C1E48136B5025:5F430A78836C1E48136B5044:5F430A78836C1E48136B5057:5F430A78836C1E48136B505C:5F430A78836C1E48136B5068 & 5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 11\n", "\n", "| NUMBER <chr> | ID <chr> | X <chr> | Y <chr> | DATASET <chr> | CATEGORY <chr> | ENTRY <chr> | CONCEPT <chr> | COMBINATOR <chr> | RELATED <chr> | CONTEXT <chr> |\n", "|---|---|---|---|---|---|---|---|---|---|---|\n", "| 463198 | 5FD9474424B939001C692303 | 64.1 | -22 | 5F41CAE4B2E723864080817C | ID | 38282 | 5F430A73836C1E48136B4F66:5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F76:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7E:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F98:5F430A74836C1E48136B4F9E:5F430A74836C1E48136B4F9F:5F430A75836C1E48136B4FA3:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FB4:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC5:5F430A75836C1E48136B4FC6:5F430A75836C1E48136B4FC7:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD4:5F430A76836C1E48136B4FDA:5F430A76836C1E48136B4FE4:5F430A76836C1E48136B4FEB:5F430A76836C1E48136B4FF0:5F430A76836C1E48136B4FF2:5F430A76836C1E48136B4FF5:5F430A77836C1E48136B4FFF:5F430A77836C1E48136B5001:5F430A77836C1E48136B5002:5F430A77836C1E48136B5009:5F430A77836C1E48136B5012:5F430A77836C1E48136B5018:5F430A77836C1E48136B5023:5F430A77836C1E48136B5025:5F430A78836C1E48136B5044:5F430A78836C1E48136B5057:5F430A78836C1E48136B505C:5F430A78836C1E48136B5068 | 5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 463199 | 5FD9474424B939001C692303 | 64.1 | -22 | 5F41CAE4B2E723864080817C | COUNTRY | Iceland | 5F430A73836C1E48136B4F66:5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F76:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7E:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F98:5F430A74836C1E48136B4F9E:5F430A74836C1E48136B4F9F:5F430A75836C1E48136B4FA3:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FB4:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC5:5F430A75836C1E48136B4FC6:5F430A75836C1E48136B4FC7:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD4:5F430A76836C1E48136B4FDA:5F430A76836C1E48136B4FE4:5F430A76836C1E48136B4FEB:5F430A76836C1E48136B4FF0:5F430A76836C1E48136B4FF2:5F430A76836C1E48136B4FF5:5F430A77836C1E48136B4FFF:5F430A77836C1E48136B5001:5F430A77836C1E48136B5002:5F430A77836C1E48136B5009:5F430A77836C1E48136B5012:5F430A77836C1E48136B5018:5F430A77836C1E48136B5023:5F430A77836C1E48136B5025:5F430A78836C1E48136B5044:5F430A78836C1E48136B5057:5F430A78836C1E48136B505C:5F430A78836C1E48136B5068 | 5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 463200 | 5FD9474424B939001C692303 | 64.1 | -22 | 5F41CAE4B2E723864080817C | SAMPLEDATA_SITE_ID | 2142 | 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5FD9474424B939001C692303 64.1 -22 5F41CAE4B2E723864080817C\n", "4 463201 5FD9474424B939001C692303 64.1 -22 5F41CAE4B2E723864080817C\n", "5 463202 5FD9474424B939001C692303 64.1 -22 5F41CAE4B2E723864080817C\n", "6 463203 5FD9474424B939001C692303 64.1 -22 5F41CAE4B2E723864080817C\n", " CATEGORY ENTRY \n", "1 ID 38282 \n", "2 COUNTRY Iceland \n", "3 SAMPLEDATA_SITE_ID 2142 \n", "4 SAMPLEDATA_SITE_NAME Bessastadir\n", "5 SAMPLEDATA_SAMPLE_NAME S10 \n", "6 SAMPLEDATA_SAMPLE_GROUP_ID 6940 \n", " CONCEPT \n", "1 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5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022\n", "2 5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022\n", "3 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5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022\n", "6 5F41CADEB2E7238640808014:5F41CADEB2E7238640808016:5F41CADEB2E7238640808017:5F41CADDB2E723864080800B:5F41CADEB2E7238640808013:5F41CADEB2E723864080801A:5F41CADEB2E723864080801F:5F41CADEB2E7238640808020:5F41CADEB2E7238640808018:5F41CADEB2E7238640808019:5F41CADEB2E723864080800E:5F41CADEB2E7238640808012:5F41CADEB2E723864080801C:5F41CADEB2E723864080800F:5F41CADEB2E7238640808010:5F41CADEB2E7238640808023:5F41CADDB2E7238640808008:5F41CADEB2E723864080801B:5F41CADEB2E7238640808022\n", " RELATED \n", "1 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "2 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "3 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "4 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "5 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "6 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", " CONTEXT \n", "1 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "2 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "3 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "4 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "5 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "6 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "if (file.exists(\"Provided_Results.gz\")) {\n", " arc <- fread(\"Provided_Results.gz\", encoding=\"UTF-8\")\n", "} else {\n", " source(\"Translator.R\")\n", " arc <- arc.dataconvert(\"results.json.gz\")\n", "}\n", "\n", "setnames(arc,names(arc),c(\"NUMBER\",\"ID\",\"X\",\"Y\",\"DATASET\",\"CATEGORY\",\n", " \"ENTRY\",\"CONCEPT\",\"COMBINATOR\",\"RELATED\",\"CONTEXT\"))\n", "\n", "arc[, names(arc) := lapply(.SD,trimws,which='left')]\n", "head(arc)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "When we import the dataARC dataset, the XY coordinates are imported as character strings since not every observation has an entry. The XY coordinates are also in latitude/longitude format, which is inappropriate for many types of spatial operations. To convert it to the projected coordinate system we defined above, we first need to convert the degrees to radians (a pecularity with the proj4string library), and then we can transform to EPSG:9040." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "arc[,c(\"X\",\"Y\") := lapply(.SD,as.numeric), .SDcols = c(\"X\",\"Y\")] # Convert to numeric\n", "arc[, `:=`(X = X * ..pi / 180, Y = Y * ..pi / 180)] # Convert to radians\n", "arc[,`:=`(X = ptransform(.(X,Y),src.proj=CRS(\"+proj=longlat +datum=WGS84\"), # Project the coordinates\n", " dst.proj=proj)[[1]],\n", " Y = ptransform(.(X,Y),src.proj=CRS(\"+proj=longlat +datum=WGS84\"),\n", " dst.proj=proj)[[2]])]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The dataARC dataset has its concepts and constituent datasets listed as hashes. Since we'll want to work with their actual values later on, we'll import both right now." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 2
HASHNAME
<chr><chr>
5F430A73836C1E48136B4F65administrative unit
5F430A73836C1E48136B4F67agricultural landscape
5F430A73836C1E48136B4F64abandoned place
5F430A73836C1E48136B4F66agricultural building
5F430A73836C1E48136B4F69animal husbandry
5F430A73836C1E48136B4F6Cavian
\n" ], "text/latex": [ "A data.table: 6 × 2\n", "\\begin{tabular}{ll}\n", " HASH & NAME\\\\\n", " & \\\\\n", "\\hline\n", "\t 5F430A73836C1E48136B4F65 & administrative unit \\\\\n", "\t 5F430A73836C1E48136B4F67 & agricultural landscape\\\\\n", "\t 5F430A73836C1E48136B4F64 & abandoned place \\\\\n", "\t 5F430A73836C1E48136B4F66 & agricultural building \\\\\n", "\t 5F430A73836C1E48136B4F69 & animal husbandry \\\\\n", "\t 5F430A73836C1E48136B4F6C & avian \\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 2\n", "\n", "| HASH <chr> | NAME <chr> |\n", "|---|---|\n", "| 5F430A73836C1E48136B4F65 | administrative unit |\n", "| 5F430A73836C1E48136B4F67 | agricultural landscape |\n", "| 5F430A73836C1E48136B4F64 | abandoned place |\n", "| 5F430A73836C1E48136B4F66 | agricultural building |\n", "| 5F430A73836C1E48136B4F69 | animal husbandry |\n", "| 5F430A73836C1E48136B4F6C | avian |\n", "\n" ], "text/plain": [ " HASH NAME \n", "1 5F430A73836C1E48136B4F65 administrative unit \n", "2 5F430A73836C1E48136B4F67 agricultural landscape\n", "3 5F430A73836C1E48136B4F64 abandoned place \n", "4 5F430A73836C1E48136B4F66 agricultural building \n", "5 5F430A73836C1E48136B4F69 animal husbandry \n", "6 5F430A73836C1E48136B4F6C avian " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "concepts <- read.csv(\"CONCEPT_DATA_FRAME.csv\",\n", " stringsAsFactors = FALSE)\n", "concepts <- as.data.table(concepts)\n", "concepts[,names(concepts) := lapply(.SD,trimws,which='left')]\n", "\n", "head(concepts)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 12 × 2
HASHNAME
<chr><chr>
5fc98f37960aba3111930cbePollen Data (Iceland)
5fc98f5e960aba3111930cc0Paleoclimate Iceland
5f41cae4b2e723864080818bIcelandic Excavation Data - Key finds and archaeological data by stratigraphic units
5f41cae4b2e7238640808188Icelandic Excavation Data - Finds from each group of stratigraphic units
5f41cae4b2e723864080817fIcelandic Sagas Database
5f41cae4b2e7238640808183Northwest Icelandic Cairns
5f41cae4b2e7238640808182Icelandic Farm Histories Database
5f41cae4b2e723864080818aIcelandic Excavation Data - Unit Descriptions
5f41cae4b2e7238640808187Environmental Threats to Icelandic Archaeological Sites
5f41cae4b2e723864080817cStrategic Environmental Archaeology Database (SEAD)
5f41cae4b2e7238640808180Tephrabase
5f41cae4b2e7238640808184Zooarchaeological Data from NABO Excavations (NABONOSEAD)
\n" ], "text/latex": [ "A data.table: 12 × 2\n", "\\begin{tabular}{ll}\n", " HASH & NAME\\\\\n", " & \\\\\n", "\\hline\n", "\t 5fc98f37960aba3111930cbe & Pollen Data (Iceland) \\\\\n", "\t 5fc98f5e960aba3111930cc0 & Paleoclimate Iceland \\\\\n", "\t 5f41cae4b2e723864080818b & Icelandic Excavation Data - Key finds and archaeological data by stratigraphic units\\\\\n", "\t 5f41cae4b2e7238640808188 & Icelandic Excavation Data - Finds from each group of stratigraphic units \\\\\n", "\t 5f41cae4b2e723864080817f & Icelandic Sagas Database \\\\\n", "\t 5f41cae4b2e7238640808183 & Northwest Icelandic Cairns \\\\\n", "\t 5f41cae4b2e7238640808182 & Icelandic Farm Histories Database \\\\\n", "\t 5f41cae4b2e723864080818a & Icelandic Excavation Data - Unit Descriptions \\\\\n", "\t 5f41cae4b2e7238640808187 & Environmental Threats to Icelandic Archaeological Sites \\\\\n", "\t 5f41cae4b2e723864080817c & Strategic Environmental Archaeology Database (SEAD) \\\\\n", "\t 5f41cae4b2e7238640808180 & Tephrabase \\\\\n", "\t 5f41cae4b2e7238640808184 & Zooarchaeological Data from NABO Excavations (NABONOSEAD) \\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 12 × 2\n", "\n", "| HASH <chr> | NAME <chr> |\n", "|---|---|\n", "| 5fc98f37960aba3111930cbe | Pollen Data (Iceland) |\n", "| 5fc98f5e960aba3111930cc0 | Paleoclimate Iceland |\n", "| 5f41cae4b2e723864080818b | Icelandic Excavation Data - Key finds and archaeological data by stratigraphic units |\n", "| 5f41cae4b2e7238640808188 | Icelandic Excavation Data - Finds from each group of stratigraphic units |\n", "| 5f41cae4b2e723864080817f | Icelandic Sagas Database |\n", "| 5f41cae4b2e7238640808183 | Northwest Icelandic Cairns |\n", "| 5f41cae4b2e7238640808182 | Icelandic Farm Histories Database |\n", "| 5f41cae4b2e723864080818a | Icelandic Excavation Data - Unit Descriptions |\n", "| 5f41cae4b2e7238640808187 | Environmental Threats to Icelandic Archaeological Sites |\n", "| 5f41cae4b2e723864080817c | Strategic Environmental Archaeology Database (SEAD) |\n", "| 5f41cae4b2e7238640808180 | Tephrabase |\n", "| 5f41cae4b2e7238640808184 | Zooarchaeological Data from NABO Excavations (NABONOSEAD) |\n", "\n" ], "text/plain": [ " HASH \n", "1 5fc98f37960aba3111930cbe\n", "2 5fc98f5e960aba3111930cc0\n", "3 5f41cae4b2e723864080818b\n", "4 5f41cae4b2e7238640808188\n", "5 5f41cae4b2e723864080817f\n", "6 5f41cae4b2e7238640808183\n", "7 5f41cae4b2e7238640808182\n", "8 5f41cae4b2e723864080818a\n", "9 5f41cae4b2e7238640808187\n", "10 5f41cae4b2e723864080817c\n", "11 5f41cae4b2e7238640808180\n", "12 5f41cae4b2e7238640808184\n", " NAME \n", "1 Pollen Data (Iceland) \n", "2 Paleoclimate Iceland \n", "3 Icelandic Excavation Data - Key finds and archaeological data by stratigraphic units\n", "4 Icelandic Excavation Data - Finds from each group of stratigraphic units \n", "5 Icelandic Sagas Database \n", "6 Northwest Icelandic Cairns \n", "7 Icelandic Farm Histories Database \n", "8 Icelandic Excavation Data - Unit Descriptions \n", "9 Environmental Threats to Icelandic Archaeological Sites \n", "10 Strategic Environmental Archaeology Database (SEAD) \n", "11 Tephrabase \n", "12 Zooarchaeological Data from NABO Excavations (NABONOSEAD) " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "datasets <- read.csv(\"DATASET_HASH_OUT.csv\",\n", " stringsAsFactors = FALSE,\n", " encoding='UTF-8')\n", "datasets <- as.data.table(datasets)\n", "datasets[,names(datasets) := lapply(.SD,trimws,which='left')]\n", "\n", "datasets" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now let's pull out the observations for the Jardabok, contained in the Icelandic Farm Histories Database. We'll use the latter's acronym (fhd) as a variable name for expediency's sake. For this, we'll query the datasets data.table with \"Farm Histories\", and filter the dataARC entries by the resulting hash." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 48196 × 11
NUMBERIDXYDATASETCATEGORYENTRYCONCEPTCOMBINATORRELATEDCONTEXT
<chr><chr><dbl><dbl><chr><chr><chr><chr><chr><chr><chr>
1733155FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182START_DATE 900 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733165FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182END_DATE 1900 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733175FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182SHIRE_NAME Akrahreppur 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733185FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182PARISH_NAME Flugumýrarsókn 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733195FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182TITLE Flugumýri 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733205FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182FARM_NUMBER SK-235 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733215FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182ISLEIF_FARMS_ID 4901 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733225FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182VALUATION 100 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733235FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E72386408081821861_ADJUSTED_VALUE 55.6 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733245FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182FODDER_PRODUCTIVITY 6 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733255FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182ENTITY_NAME Biskupsstóllinn Hólar5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733265FC9E27E7C39E36162AF512313934448-29173225F41CAE4B2E7238640808182ENTITY_TYPE_ALIAS bishop 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733275FC9E27E7C39E36162AF512413946356-29180535F41CAE4B2E7238640808182START_DATE 900 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
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1733295FC9E27E7C39E36162AF512413946356-29180535F41CAE4B2E7238640808182SHIRE_NAME Akrahreppur 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733305FC9E27E7C39E36162AF512413946356-29180535F41CAE4B2E7238640808182PARISH_NAME Flugumýrarsókn 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
1733315FC9E27E7C39E36162AF512413946356-29180535F41CAE4B2E7238640808182TITLE Frostastaðir 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
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2213665FC9E27F7C39E36162AF5F6214107078-31226975F41CAE4B2E7238640808182PARISH_NAME Vesturhópshólasókn 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2213675FC9E27F7C39E36162AF5F6214107078-31226975F41CAE4B2E7238640808182TITLE Vatnsendi 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
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2213695FC9E27F7C39E36162AF5F6214107078-31226975F41CAE4B2E7238640808182ISLEIF_FARMS_ID 1419 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2213705FC9E27F7C39E36162AF5F6214107078-31226975F41CAE4B2E7238640808182VALUATION 16 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2213715FC9E27F7C39E36162AF5F6214107078-31226975F41CAE4B2E72386408081821861_ADJUSTED_VALUE11.9 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2213725FC9E27F7C39E36162AF5F6214107078-31226975F41CAE4B2E7238640808182ENTITY_NAME Steinun Erlendsdóttir & Þórður Þorleifsson5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2213735FC9E27F7C39E36162AF5F6214107078-31226975F41CAE4B2E7238640808182ENTITY_TYPE_ALIAS person 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214005FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182START_DATE 900 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214015FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182END_DATE 1900 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214025FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182SHIRE_NAME Þverárhreppur 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214035FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182PARISH_NAME Vesturhópshólasókn 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214045FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182TITLE Þorfinnstaðir 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214055FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182FARM_NUMBER HV-112 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214065FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182ISLEIF_FARMS_ID 1279 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214075FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182VALUATION 10 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214085FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E72386408081821861_ADJUSTED_VALUE7.1 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214095FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182FODDER_PRODUCTIVITY2 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214105FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182ENTITY_NAME Beneficium Vesturhópshólar 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
2214115FC9E27F7C39E36162AF5F6414117087-31286675F41CAE4B2E7238640808182ENTITY_TYPE_ALIAS beneficium 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B50455F41CADEB2E7238640808035:5F41CADFB2E72386408080405f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
\n" ], "text/latex": [ "A data.table: 48196 × 11\n", "\\begin{tabular}{lllllllllll}\n", " NUMBER & ID & X & Y & DATASET & CATEGORY & ENTRY & CONCEPT & COMBINATOR & RELATED & CONTEXT\\\\\n", " & & & & & & & & & & \\\\\n", "\\hline\n", "\t 173315 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & START\\_DATE & 900 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173316 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & END\\_DATE & 1900 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173317 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & SHIRE\\_NAME & Akrahreppur & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173318 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & PARISH\\_NAME & Flugumýrarsókn & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173319 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & TITLE & Flugumýri & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173320 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & FARM\\_NUMBER & SK-235 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173321 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & ISLEIF\\_FARMS\\_ID & 4901 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173322 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & VALUATION & 100 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173323 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & 1861\\_ADJUSTED\\_VALUE & 55.6 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173324 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & FODDER\\_PRODUCTIVITY & 6 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173325 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & ENTITY\\_NAME & Biskupsstóllinn Hólar & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173326 & 5FC9E27E7C39E36162AF5123 & 13934448 & -2917322 & 5F41CAE4B2E7238640808182 & ENTITY\\_TYPE\\_ALIAS & bishop & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173327 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & START\\_DATE & 900 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173328 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & END\\_DATE & 1900 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173329 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & SHIRE\\_NAME & Akrahreppur & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173330 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & PARISH\\_NAME & Flugumýrarsókn & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173331 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & TITLE & Frostastaðir & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173332 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & FARM\\_NUMBER & SK-245 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173333 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & ISLEIF\\_FARMS\\_ID & 4911 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173334 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & VALUATION & 80 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173335 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & 1861\\_ADJUSTED\\_VALUE & 28.5 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173336 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & FODDER\\_PRODUCTIVITY & 7 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173337 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & ENTITY\\_NAME & Biskupsstóllinn Hólar & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173338 & 5FC9E27E7C39E36162AF5124 & 13946356 & -2918053 & 5F41CAE4B2E7238640808182 & ENTITY\\_TYPE\\_ALIAS & bishop & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 & 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173522 & 5FC9E27E7C39E36162AF5134 & 13921103 & -2922671 & 5F41CAE4B2E7238640808182 & RELATIONSHIPS\\_LOOKUP\\_RESOURCE\\_EN & driftwood & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F6F:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F93:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA4:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FC2:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FE3:5F430A76836C1E48136B4FE5:5F430A76836C1E48136B4FE7:5F430A76836C1E48136B4FF1:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5008:5F430A77836C1E48136B5014:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5068:5F430A78836C1E48136B506B & 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173523 & 5FC9E27E7C39E36162AF5134 & 13921103 & -2922671 & 5F41CAE4B2E7238640808182 & RELATIONSHIPS\\_LOOKUP\\_RESOURCE\\_EN & outfield pasture & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F6F:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F93:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA4:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FC2:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FE3:5F430A76836C1E48136B4FE5:5F430A76836C1E48136B4FE7:5F430A76836C1E48136B4FF1:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5008:5F430A77836C1E48136B5014:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5068:5F430A78836C1E48136B506B & 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173524 & 5FC9E27E7C39E36162AF5134 & 13921103 & -2922671 & 5F41CAE4B2E7238640808182 & RELATIONSHIPS\\_LOOKUP\\_RESOURCE\\_EN & woodland & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F6F:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F93:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA4:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FC2:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FE3:5F430A76836C1E48136B4FE5:5F430A76836C1E48136B4FE7:5F430A76836C1E48136B4FF1:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5008:5F430A77836C1E48136B5014:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5068:5F430A78836C1E48136B506B & 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173525 & 5FC9E27E7C39E36162AF5134 & 13921103 & -2922671 & 5F41CAE4B2E7238640808182 & START\\_DATE & 900 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F6F:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F93:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA4:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FC2:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FE3:5F430A76836C1E48136B4FE5:5F430A76836C1E48136B4FE7:5F430A76836C1E48136B4FF1:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5008:5F430A77836C1E48136B5014:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5068:5F430A78836C1E48136B506B & 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173526 & 5FC9E27E7C39E36162AF5134 & 13921103 & -2922671 & 5F41CAE4B2E7238640808182 & START\\_DATE & 900 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F6F:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F93:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA4:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FC2:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FE3:5F430A76836C1E48136B4FE5:5F430A76836C1E48136B4FE7:5F430A76836C1E48136B4FF1:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5008:5F430A77836C1E48136B5014:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5068:5F430A78836C1E48136B506B & 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 173527 & 5FC9E27E7C39E36162AF5134 & 13921103 & -2922671 & 5F41CAE4B2E7238640808182 & START\\_DATE & 900 & 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F6F:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F93:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA4:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FC2:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FE3:5F430A76836C1E48136B4FE5:5F430A76836C1E48136B4FE7:5F430A76836C1E48136B4FF1:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5008:5F430A77836C1E48136B5014:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5068:5F430A78836C1E48136B506B & 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n", "\t 221356 & 5FC9E27F7C39E36162AF5F61 & 14134129 & -3111405 & 5F41CAE4B2E7238640808182 & TITLE & Valdalækur & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221357 & 5FC9E27F7C39E36162AF5F61 & 14134129 & -3111405 & 5F41CAE4B2E7238640808182 & FARM\\_NUMBER & HV-104 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221358 & 5FC9E27F7C39E36162AF5F61 & 14134129 & -3111405 & 5F41CAE4B2E7238640808182 & ISLEIF\\_FARMS\\_ID & 1219 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221359 & 5FC9E27F7C39E36162AF5F61 & 14134129 & -3111405 & 5F41CAE4B2E7238640808182 & VALUATION & 16 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221360 & 5FC9E27F7C39E36162AF5F61 & 14134129 & -3111405 & 5F41CAE4B2E7238640808182 & 1861\\_ADJUSTED\\_VALUE & 16.3 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221361 & 5FC9E27F7C39E36162AF5F61 & 14134129 & -3111405 & 5F41CAE4B2E7238640808182 & ENTITY\\_NAME & Konungseignir - Þingeyrarklaustur & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221362 & 5FC9E27F7C39E36162AF5F61 & 14134129 & -3111405 & 5F41CAE4B2E7238640808182 & ENTITY\\_TYPE\\_ALIAS & king & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221363 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & START\\_DATE & 900 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221364 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & END\\_DATE & 1900 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221365 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & SHIRE\\_NAME & Þverárhreppur & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221366 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & PARISH\\_NAME & Vesturhópshólasókn & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221367 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & TITLE & Vatnsendi & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221368 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & FARM\\_NUMBER & HV-133 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221369 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & ISLEIF\\_FARMS\\_ID & 1419 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221370 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & VALUATION & 16 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221371 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & 1861\\_ADJUSTED\\_VALUE & 11.9 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221372 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & ENTITY\\_NAME & Steinun Erlendsdóttir \\& Þórður Þorleifsson & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221373 & 5FC9E27F7C39E36162AF5F62 & 14107078 & -3122697 & 5F41CAE4B2E7238640808182 & ENTITY\\_TYPE\\_ALIAS & person & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221400 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & START\\_DATE & 900 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221401 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & END\\_DATE & 1900 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221402 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & SHIRE\\_NAME & Þverárhreppur & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221403 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & PARISH\\_NAME & Vesturhópshólasókn & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221404 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & TITLE & Þorfinnstaðir & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221405 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & FARM\\_NUMBER & HV-112 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221406 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & ISLEIF\\_FARMS\\_ID & 1279 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221407 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & VALUATION & 10 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221408 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & 1861\\_ADJUSTED\\_VALUE & 7.1 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221409 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & FODDER\\_PRODUCTIVITY & 2 & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221410 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & ENTITY\\_NAME & Beneficium Vesturhópshólar & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 221411 & 5FC9E27F7C39E36162AF5F64 & 14117087 & -3128667 & 5F41CAE4B2E7238640808182 & ENTITY\\_TYPE\\_ALIAS & beneficium & 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 & 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 48196 × 11\n", "\n", "| NUMBER <chr> | ID <chr> | X <dbl> | Y <dbl> | DATASET <chr> | CATEGORY <chr> | ENTRY <chr> | CONCEPT <chr> | COMBINATOR <chr> | RELATED <chr> | CONTEXT <chr> |\n", "|---|---|---|---|---|---|---|---|---|---|---|\n", "| 173315 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | START_DATE | 900 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173316 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | END_DATE | 1900 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173317 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | SHIRE_NAME | Akrahreppur | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173318 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | PARISH_NAME | Flugumýrarsókn | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173319 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | TITLE | Flugumýri | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173320 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | FARM_NUMBER | SK-235 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173321 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | ISLEIF_FARMS_ID | 4901 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173322 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | VALUATION | 100 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173323 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | 1861_ADJUSTED_VALUE | 55.6 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173324 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | FODDER_PRODUCTIVITY | 6 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173325 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | ENTITY_NAME | Biskupsstóllinn Hólar | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173326 | 5FC9E27E7C39E36162AF5123 | 13934448 | -2917322 | 5F41CAE4B2E7238640808182 | ENTITY_TYPE_ALIAS | bishop | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173327 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | START_DATE | 900 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173328 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | END_DATE | 1900 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173329 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | SHIRE_NAME | Akrahreppur | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173330 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | PARISH_NAME | Flugumýrarsókn | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173331 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | TITLE | Frostastaðir | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173332 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | FARM_NUMBER | SK-245 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173333 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | ISLEIF_FARMS_ID | 4911 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173334 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | VALUATION | 80 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173335 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | 1861_ADJUSTED_VALUE | 28.5 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173336 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | FODDER_PRODUCTIVITY | 7 | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173337 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | ENTITY_NAME | Biskupsstóllinn Hólar | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173338 | 5FC9E27E7C39E36162AF5124 | 13946356 | -2918053 | 5F41CAE4B2E7238640808182 | ENTITY_TYPE_ALIAS | bishop | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5011:5F430A77836C1E48136B5014:5F430A77836C1E48136B501F:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5050 | 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173522 | 5FC9E27E7C39E36162AF5134 | 13921103 | -2922671 | 5F41CAE4B2E7238640808182 | RELATIONSHIPS_LOOKUP_RESOURCE_EN | driftwood | 5F430A73836C1E48136B4F67:5F430A74836C1E48136B4F6F:5F430A74836C1E48136B4F71:5F430A74836C1E48136B4F77:5F430A74836C1E48136B4F86:5F430A74836C1E48136B4F90:5F430A74836C1E48136B4F93:5F430A74836C1E48136B4F9A:5F430A75836C1E48136B4FA0:5F430A75836C1E48136B4FA4:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FC2:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A76836C1E48136B4FD8:5F430A76836C1E48136B4FE3:5F430A76836C1E48136B4FE5:5F430A76836C1E48136B4FE7:5F430A76836C1E48136B4FF1:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B5008:5F430A77836C1E48136B5014:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045:5F430A78836C1E48136B5068:5F430A78836C1E48136B506B | 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173523 | 5FC9E27E7C39E36162AF5134 | 13921103 | -2922671 | 5F41CAE4B2E7238640808182 | RELATIONSHIPS_LOOKUP_RESOURCE_EN | outfield pasture | 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5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173524 | 5FC9E27E7C39E36162AF5134 | 13921103 | -2922671 | 5F41CAE4B2E7238640808182 | RELATIONSHIPS_LOOKUP_RESOURCE_EN | woodland | 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5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173525 | 5FC9E27E7C39E36162AF5134 | 13921103 | -2922671 | 5F41CAE4B2E7238640808182 | START_DATE | 900 | 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5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173526 | 5FC9E27E7C39E36162AF5134 | 13921103 | -2922671 | 5F41CAE4B2E7238640808182 | START_DATE | 900 | 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5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 173527 | 5FC9E27E7C39E36162AF5134 | 13921103 | -2922671 | 5F41CAE4B2E7238640808182 | START_DATE | 900 | 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5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |\n", "| 221356 | 5FC9E27F7C39E36162AF5F61 | 14134129 | -3111405 | 5F41CAE4B2E7238640808182 | TITLE | Valdalækur | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221357 | 5FC9E27F7C39E36162AF5F61 | 14134129 | -3111405 | 5F41CAE4B2E7238640808182 | FARM_NUMBER | HV-104 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221358 | 5FC9E27F7C39E36162AF5F61 | 14134129 | -3111405 | 5F41CAE4B2E7238640808182 | ISLEIF_FARMS_ID | 1219 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221359 | 5FC9E27F7C39E36162AF5F61 | 14134129 | -3111405 | 5F41CAE4B2E7238640808182 | VALUATION | 16 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221360 | 5FC9E27F7C39E36162AF5F61 | 14134129 | -3111405 | 5F41CAE4B2E7238640808182 | 1861_ADJUSTED_VALUE | 16.3 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221361 | 5FC9E27F7C39E36162AF5F61 | 14134129 | -3111405 | 5F41CAE4B2E7238640808182 | ENTITY_NAME | Konungseignir - Þingeyrarklaustur | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221362 | 5FC9E27F7C39E36162AF5F61 | 14134129 | -3111405 | 5F41CAE4B2E7238640808182 | ENTITY_TYPE_ALIAS | king | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221363 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | START_DATE | 900 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221364 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | END_DATE | 1900 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221365 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | SHIRE_NAME | Þverárhreppur | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221366 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | PARISH_NAME | Vesturhópshólasókn | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221367 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | TITLE | Vatnsendi | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221368 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | FARM_NUMBER | HV-133 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221369 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | ISLEIF_FARMS_ID | 1419 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221370 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | VALUATION | 16 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221371 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | 1861_ADJUSTED_VALUE | 11.9 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221372 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | ENTITY_NAME | Steinun Erlendsdóttir & Þórður Þorleifsson | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221373 | 5FC9E27F7C39E36162AF5F62 | 14107078 | -3122697 | 5F41CAE4B2E7238640808182 | ENTITY_TYPE_ALIAS | person | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221400 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | START_DATE | 900 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221401 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | END_DATE | 1900 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221402 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | SHIRE_NAME | Þverárhreppur | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221403 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | PARISH_NAME | Vesturhópshólasókn | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221404 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | TITLE | Þorfinnstaðir | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221405 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | FARM_NUMBER | HV-112 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221406 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | ISLEIF_FARMS_ID | 1279 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221407 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | VALUATION | 10 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221408 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | 1861_ADJUSTED_VALUE | 7.1 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221409 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | FODDER_PRODUCTIVITY | 2 | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221410 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | ENTITY_NAME | Beneficium Vesturhópshólar | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 221411 | 5FC9E27F7C39E36162AF5F64 | 14117087 | -3128667 | 5F41CAE4B2E7238640808182 | ENTITY_TYPE_ALIAS | beneficium | 5F430A74836C1E48136B4F77:5F430A75836C1E48136B4FA5:5F430A75836C1E48136B4FA6:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FCB:5F430A76836C1E48136B4FCF:5F430A76836C1E48136B4FD0:5F430A76836C1E48136B4FD2:5F430A76836C1E48136B4FD7:5F430A77836C1E48136B5024:5F430A78836C1E48136B5045 | 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "\n" ], "text/plain": [ " NUMBER ID X Y \n", "1 173315 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "2 173316 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "3 173317 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "4 173318 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "5 173319 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "6 173320 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "7 173321 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "8 173322 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "9 173323 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "10 173324 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "11 173325 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "12 173326 5FC9E27E7C39E36162AF5123 13934448 -2917322\n", "13 173327 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "14 173328 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "15 173329 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "16 173330 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "17 173331 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "18 173332 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "19 173333 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "20 173334 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "21 173335 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "22 173336 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "23 173337 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "24 173338 5FC9E27E7C39E36162AF5124 13946356 -2918053\n", "25 173522 5FC9E27E7C39E36162AF5134 13921103 -2922671\n", "26 173523 5FC9E27E7C39E36162AF5134 13921103 -2922671\n", "27 173524 5FC9E27E7C39E36162AF5134 13921103 -2922671\n", "28 173525 5FC9E27E7C39E36162AF5134 13921103 -2922671\n", "29 173526 5FC9E27E7C39E36162AF5134 13921103 -2922671\n", "30 173527 5FC9E27E7C39E36162AF5134 13921103 -2922671\n", "⋮ ⋮ ⋮ ⋮ ⋮ \n", "48167 221356 5FC9E27F7C39E36162AF5F61 14134129 -3111405\n", "48168 221357 5FC9E27F7C39E36162AF5F61 14134129 -3111405\n", "48169 221358 5FC9E27F7C39E36162AF5F61 14134129 -3111405\n", "48170 221359 5FC9E27F7C39E36162AF5F61 14134129 -3111405\n", "48171 221360 5FC9E27F7C39E36162AF5F61 14134129 -3111405\n", "48172 221361 5FC9E27F7C39E36162AF5F61 14134129 -3111405\n", "48173 221362 5FC9E27F7C39E36162AF5F61 14134129 -3111405\n", "48174 221363 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48175 221364 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48176 221365 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48177 221366 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48178 221367 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48179 221368 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48180 221369 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48181 221370 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48182 221371 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48183 221372 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48184 221373 5FC9E27F7C39E36162AF5F62 14107078 -3122697\n", "48185 221400 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48186 221401 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48187 221402 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48188 221403 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48189 221404 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48190 221405 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48191 221406 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48192 221407 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48193 221408 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48194 221409 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48195 221410 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", "48196 221411 5FC9E27F7C39E36162AF5F64 14117087 -3128667\n", " DATASET CATEGORY \n", "1 5F41CAE4B2E7238640808182 START_DATE \n", "2 5F41CAE4B2E7238640808182 END_DATE \n", "3 5F41CAE4B2E7238640808182 SHIRE_NAME \n", "4 5F41CAE4B2E7238640808182 PARISH_NAME \n", "5 5F41CAE4B2E7238640808182 TITLE \n", "6 5F41CAE4B2E7238640808182 FARM_NUMBER \n", "7 5F41CAE4B2E7238640808182 ISLEIF_FARMS_ID \n", "8 5F41CAE4B2E7238640808182 VALUATION \n", "9 5F41CAE4B2E7238640808182 1861_ADJUSTED_VALUE \n", "10 5F41CAE4B2E7238640808182 FODDER_PRODUCTIVITY \n", "11 5F41CAE4B2E7238640808182 ENTITY_NAME \n", "12 5F41CAE4B2E7238640808182 ENTITY_TYPE_ALIAS \n", "13 5F41CAE4B2E7238640808182 START_DATE \n", "14 5F41CAE4B2E7238640808182 END_DATE \n", "15 5F41CAE4B2E7238640808182 SHIRE_NAME \n", "16 5F41CAE4B2E7238640808182 PARISH_NAME \n", "17 5F41CAE4B2E7238640808182 TITLE \n", "18 5F41CAE4B2E7238640808182 FARM_NUMBER \n", "19 5F41CAE4B2E7238640808182 ISLEIF_FARMS_ID \n", "20 5F41CAE4B2E7238640808182 VALUATION \n", "21 5F41CAE4B2E7238640808182 1861_ADJUSTED_VALUE \n", "22 5F41CAE4B2E7238640808182 FODDER_PRODUCTIVITY \n", "23 5F41CAE4B2E7238640808182 ENTITY_NAME \n", "24 5F41CAE4B2E7238640808182 ENTITY_TYPE_ALIAS \n", "25 5F41CAE4B2E7238640808182 RELATIONSHIPS_LOOKUP_RESOURCE_EN\n", "26 5F41CAE4B2E7238640808182 RELATIONSHIPS_LOOKUP_RESOURCE_EN\n", "27 5F41CAE4B2E7238640808182 RELATIONSHIPS_LOOKUP_RESOURCE_EN\n", "28 5F41CAE4B2E7238640808182 START_DATE \n", "29 5F41CAE4B2E7238640808182 START_DATE \n", "30 5F41CAE4B2E7238640808182 START_DATE \n", "⋮ ⋮ ⋮ \n", "48167 5F41CAE4B2E7238640808182 TITLE \n", "48168 5F41CAE4B2E7238640808182 FARM_NUMBER \n", "48169 5F41CAE4B2E7238640808182 ISLEIF_FARMS_ID \n", "48170 5F41CAE4B2E7238640808182 VALUATION \n", "48171 5F41CAE4B2E7238640808182 1861_ADJUSTED_VALUE \n", "48172 5F41CAE4B2E7238640808182 ENTITY_NAME \n", "48173 5F41CAE4B2E7238640808182 ENTITY_TYPE_ALIAS \n", "48174 5F41CAE4B2E7238640808182 START_DATE \n", "48175 5F41CAE4B2E7238640808182 END_DATE \n", "48176 5F41CAE4B2E7238640808182 SHIRE_NAME \n", "48177 5F41CAE4B2E7238640808182 PARISH_NAME \n", "48178 5F41CAE4B2E7238640808182 TITLE \n", "48179 5F41CAE4B2E7238640808182 FARM_NUMBER \n", "48180 5F41CAE4B2E7238640808182 ISLEIF_FARMS_ID \n", "48181 5F41CAE4B2E7238640808182 VALUATION \n", "48182 5F41CAE4B2E7238640808182 1861_ADJUSTED_VALUE \n", "48183 5F41CAE4B2E7238640808182 ENTITY_NAME \n", "48184 5F41CAE4B2E7238640808182 ENTITY_TYPE_ALIAS \n", "48185 5F41CAE4B2E7238640808182 START_DATE \n", "48186 5F41CAE4B2E7238640808182 END_DATE \n", "48187 5F41CAE4B2E7238640808182 SHIRE_NAME \n", "48188 5F41CAE4B2E7238640808182 PARISH_NAME \n", "48189 5F41CAE4B2E7238640808182 TITLE \n", "48190 5F41CAE4B2E7238640808182 FARM_NUMBER \n", "48191 5F41CAE4B2E7238640808182 ISLEIF_FARMS_ID \n", "48192 5F41CAE4B2E7238640808182 VALUATION \n", "48193 5F41CAE4B2E7238640808182 1861_ADJUSTED_VALUE \n", "48194 5F41CAE4B2E7238640808182 FODDER_PRODUCTIVITY \n", "48195 5F41CAE4B2E7238640808182 ENTITY_NAME \n", "48196 5F41CAE4B2E7238640808182 ENTITY_TYPE_ALIAS \n", " ENTRY \n", "1 900 \n", "2 1900 \n", "3 Akrahreppur \n", "4 Flugumýrarsókn \n", "5 Flugumýri \n", "6 SK-235 \n", "7 4901 \n", "8 100 \n", "9 55.6 \n", "10 6 \n", "11 Biskupsstóllinn Hólar \n", "12 bishop \n", "13 900 \n", "14 1900 \n", "15 Akrahreppur \n", "16 Flugumýrarsókn \n", "17 Frostastaðir \n", "18 SK-245 \n", "19 4911 \n", "20 80 \n", "21 28.5 \n", "22 7 \n", "23 Biskupsstóllinn Hólar \n", "24 bishop \n", "25 driftwood \n", "26 outfield pasture \n", "27 woodland \n", "28 900 \n", "29 900 \n", "30 900 \n", "⋮ ⋮ \n", "48167 Valdalækur \n", "48168 HV-104 \n", "48169 1219 \n", "48170 16 \n", "48171 16.3 \n", "48172 Konungseignir - Þingeyrarklaustur \n", "48173 king \n", "48174 900 \n", "48175 1900 \n", "48176 Þverárhreppur \n", "48177 Vesturhópshólasókn \n", "48178 Vatnsendi \n", "48179 HV-133 \n", "48180 1419 \n", "48181 16 \n", "48182 11.9 \n", "48183 Steinun Erlendsdóttir & Þórður Þorleifsson\n", "48184 person \n", "48185 900 \n", "48186 1900 \n", "48187 Þverárhreppur \n", "48188 Vesturhópshólasókn \n", "48189 Þorfinnstaðir \n", "48190 HV-112 \n", "48191 1279 \n", "48192 10 \n", "48193 7.1 \n", "48194 2 \n", "48195 Beneficium Vesturhópshólar \n", "48196 beneficium \n", " CONCEPT \n", "1 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5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "3 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "4 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "5 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "6 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "7 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "8 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "9 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "10 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "11 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "12 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "13 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "14 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "15 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "16 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "17 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "18 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "19 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "20 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "21 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "22 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "23 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "24 5F41CADEB2E7238640808031:5F41CADEB2E7238640808030:5F41CADEB2E7238640808035:5F41CADEB2E723864080802F\n", "25 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035\n", "26 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035\n", "27 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035\n", "28 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035\n", "29 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035\n", "30 5F41CADEB2E7238640808031:5F41CADFB2E7238640808043:5F41CADEB2E723864080802E:5F41CADEB2E7238640808035\n", "⋮ ⋮ \n", "48167 5F41CADEB2E7238640808035 \n", "48168 5F41CADEB2E7238640808035 \n", "48169 5F41CADEB2E7238640808035 \n", "48170 5F41CADEB2E7238640808035 \n", "48171 5F41CADEB2E7238640808035 \n", "48172 5F41CADEB2E7238640808035 \n", "48173 5F41CADEB2E7238640808035 \n", "48174 5F41CADEB2E7238640808035 \n", "48175 5F41CADEB2E7238640808035 \n", "48176 5F41CADEB2E7238640808035 \n", "48177 5F41CADEB2E7238640808035 \n", "48178 5F41CADEB2E7238640808035 \n", "48179 5F41CADEB2E7238640808035 \n", "48180 5F41CADEB2E7238640808035 \n", "48181 5F41CADEB2E7238640808035 \n", "48182 5F41CADEB2E7238640808035 \n", "48183 5F41CADEB2E7238640808035 \n", "48184 5F41CADEB2E7238640808035 \n", "48185 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48186 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48187 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48188 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48189 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48190 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48191 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48192 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48193 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48194 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48195 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", "48196 5F41CADEB2E7238640808035:5F41CADFB2E7238640808040 \n", " RELATED \n", "1 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "2 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "3 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "4 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5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "17 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "18 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "19 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "20 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "21 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "22 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "23 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "24 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "25 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "26 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "27 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "28 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "29 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "30 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "⋮ ⋮ \n", "48167 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48168 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48169 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48170 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48171 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48172 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48173 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48174 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48175 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48176 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48177 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48178 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48179 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48180 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48181 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48182 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48183 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48184 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48185 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48186 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48187 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48188 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48189 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48190 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48191 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48192 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48193 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48194 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48195 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "48196 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", " CONTEXT \n", "1 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "2 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "3 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "4 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "5 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "6 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "7 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "8 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "9 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "10 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "11 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "12 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "13 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "14 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "15 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "16 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "17 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "18 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "19 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "20 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "21 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "22 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "23 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "24 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "25 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "26 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "27 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "28 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "29 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "30 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "⋮ ⋮ \n", "48167 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "48168 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "48169 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5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "48186 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "48187 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "48188 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "48189 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5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "48194 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "48195 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "48196 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "query <- \"Farm Histories\"\n", "fhd_hash <- datasets[str_detect(NAME,query),HASH]\n", "fhd_hash <- toupper(fhd_hash) # Since the dataARC hashes are all capitalized\n", "\n", "fhd <- arc[DATASET == fhd_hash,] # Filter dataARC and assign to new variable\n", "\n", "fhd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll do the same for the Saga Map sites. " ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 11
NUMBERIDXYDATASETCATEGORYENTRYCONCEPTCOMBINATORRELATEDCONTEXT
<chr><chr><dbl><dbl><chr><chr><chr><chr><chr><chr><chr>
507165FC9E2227C39E36162AF209813711383-26485855F41CAE4B2E723864080817FID 158 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B50405F41CADEB2E723864080802C:5F41CADEB2E72386408080385f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
507175FC9E2227C39E36162AF209813711383-26485855F41CAE4B2E723864080817FNAME Ljósvetninga saga5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B50405F41CADEB2E723864080802C:5F41CADEB2E72386408080385f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
507185FC9E2227C39E36162AF209813711383-26485855F41CAE4B2E723864080817FSAGAID 4 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B50405F41CADEB2E723864080802C:5F41CADEB2E72386408080385f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
507195FC9E2227C39E36162AF209813711383-26485855F41CAE4B2E723864080817FSAGANAMELjósvetninga saga5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B50405F41CADEB2E723864080802C:5F41CADEB2E72386408080385f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
507205FC9E2227C39E36162AF209813711383-26485855F41CAE4B2E723864080817FTYPE farm 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B50405F41CADEB2E723864080802C:5F41CADEB2E72386408080385f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
507215FC9E2227C39E36162AF209813711383-26485855F41CAE4B2E723864080817FCHAPTER 1. kafli 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B50405F41CADEB2E723864080802C:5F41CADEB2E72386408080385f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe15f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99
\n" ], "text/latex": [ "A data.table: 6 × 11\n", "\\begin{tabular}{lllllllllll}\n", " NUMBER & ID & X & Y & DATASET & CATEGORY & ENTRY & CONCEPT & COMBINATOR & RELATED & CONTEXT\\\\\n", " & & & & & & & & & & \\\\\n", "\\hline\n", "\t 50716 & 5FC9E2227C39E36162AF2098 & 13711383 & -2648585 & 5F41CAE4B2E723864080817F & ID & 158 & 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 & 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 50717 & 5FC9E2227C39E36162AF2098 & 13711383 & -2648585 & 5F41CAE4B2E723864080817F & NAME & Ljósvetninga saga & 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 & 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 50718 & 5FC9E2227C39E36162AF2098 & 13711383 & -2648585 & 5F41CAE4B2E723864080817F & SAGAID & 4 & 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 & 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 50719 & 5FC9E2227C39E36162AF2098 & 13711383 & -2648585 & 5F41CAE4B2E723864080817F & SAGANAME & Ljósvetninga saga & 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 & 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 50720 & 5FC9E2227C39E36162AF2098 & 13711383 & -2648585 & 5F41CAE4B2E723864080817F & TYPE & farm & 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 & 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\t 50721 & 5FC9E2227C39E36162AF2098 & 13711383 & -2648585 & 5F41CAE4B2E723864080817F & CHAPTER & 1. kafli & 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 & 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 & 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 & 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 11\n", "\n", "| NUMBER <chr> | ID <chr> | X <dbl> | Y <dbl> | DATASET <chr> | CATEGORY <chr> | ENTRY <chr> | CONCEPT <chr> | COMBINATOR <chr> | RELATED <chr> | CONTEXT <chr> |\n", "|---|---|---|---|---|---|---|---|---|---|---|\n", "| 50716 | 5FC9E2227C39E36162AF2098 | 13711383 | -2648585 | 5F41CAE4B2E723864080817F | ID | 158 | 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 | 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 50717 | 5FC9E2227C39E36162AF2098 | 13711383 | -2648585 | 5F41CAE4B2E723864080817F | NAME | Ljósvetninga saga | 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 | 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 50718 | 5FC9E2227C39E36162AF2098 | 13711383 | -2648585 | 5F41CAE4B2E723864080817F | SAGAID | 4 | 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 | 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 50719 | 5FC9E2227C39E36162AF2098 | 13711383 | -2648585 | 5F41CAE4B2E723864080817F | SAGANAME | Ljósvetninga saga | 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 | 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 50720 | 5FC9E2227C39E36162AF2098 | 13711383 | -2648585 | 5F41CAE4B2E723864080817F | TYPE | farm | 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 | 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "| 50721 | 5FC9E2227C39E36162AF2098 | 13711383 | -2648585 | 5F41CAE4B2E723864080817F | CHAPTER | 1. kafli | 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040 | 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038 | 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1 | 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99 |\n", "\n" ], "text/plain": [ " NUMBER ID X Y DATASET \n", "1 50716 5FC9E2227C39E36162AF2098 13711383 -2648585 5F41CAE4B2E723864080817F\n", "2 50717 5FC9E2227C39E36162AF2098 13711383 -2648585 5F41CAE4B2E723864080817F\n", "3 50718 5FC9E2227C39E36162AF2098 13711383 -2648585 5F41CAE4B2E723864080817F\n", "4 50719 5FC9E2227C39E36162AF2098 13711383 -2648585 5F41CAE4B2E723864080817F\n", "5 50720 5FC9E2227C39E36162AF2098 13711383 -2648585 5F41CAE4B2E723864080817F\n", "6 50721 5FC9E2227C39E36162AF2098 13711383 -2648585 5F41CAE4B2E723864080817F\n", " CATEGORY ENTRY \n", "1 ID 158 \n", "2 NAME Ljósvetninga saga\n", "3 SAGAID 4 \n", "4 SAGANAME Ljósvetninga saga\n", "5 TYPE farm \n", "6 CHAPTER 1. kafli \n", " CONCEPT \n", "1 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040\n", "2 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040\n", "3 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040\n", "4 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040\n", "5 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040\n", "6 5F430A73836C1E48136B4F67:5F430A73836C1E48136B4F68:5F430A73836C1E48136B4F69:5F430A74836C1E48136B4F6E:5F430A74836C1E48136B4F7A:5F430A74836C1E48136B4F7B:5F430A74836C1E48136B4F83:5F430A74836C1E48136B4F8D:5F430A74836C1E48136B4F90:5F430A75836C1E48136B4FA7:5F430A75836C1E48136B4FA9:5F430A75836C1E48136B4FBD:5F430A75836C1E48136B4FC1:5F430A75836C1E48136B4FC4:5F430A75836C1E48136B4FC9:5F430A76836C1E48136B4FD9:5F430A76836C1E48136B4FED:5F430A76836C1E48136B4FF2:5F430A77836C1E48136B4FF9:5F430A77836C1E48136B4FFA:5F430A77836C1E48136B500B:5F430A77836C1E48136B500D:5F430A77836C1E48136B5014:5F430A77836C1E48136B5018:5F430A78836C1E48136B5035:5F430A78836C1E48136B5040\n", " COMBINATOR \n", "1 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038\n", "2 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038\n", "3 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038\n", "4 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038\n", "5 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038\n", "6 5F41CADEB2E723864080802C:5F41CADEB2E7238640808038\n", " RELATED \n", "1 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "2 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "3 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "4 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "5 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", "6 5f430a75836c1e48136b4fa7:5f430a76836c1e48136b4fd8:5f430a76836c1e48136b4fe1\n", " CONTEXT \n", "1 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "2 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "3 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "4 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "5 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99\n", "6 5f430a75836c1e48136b4fa6:5f430a76836c1e48136b4fd2:5f430a76836c1e48136b4fe4:5f430a73836c1e48136b4f66:5f430a76836c1e48136b4fd7:5f430a76836c1e48136b4fd9:5f430a75836c1e48136b4fb4:5f430a76836c1e48136b4ff8:5f430a74836c1e48136b4f99" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "query <- \"Sagas\"\n", "saga_hash <- datasets[str_detect(NAME,query),HASH]\n", "saga_hash <- toupper(saga_hash)\n", "\n", "saga <- arc[DATASET == saga_hash,]\n", "head(saga)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Right now, the data.table is structured such that each variable/attribute is stored in its own row under the \"CATEGORY\" and \"ENTRY\" columns, when they should instead be columns all pertaining to the same site. We need to cast those rows into new columns, reducing the number of rows in the process to one per Jardabok entry.\n", "\n", "First select the observation types we want to keep. In the vignette, we were interested in variables that may be related to economic wellbeing (1861 Adjusted Valuation, Fodder Productivity, Owner, and Resource), so we'll fiter by those. " ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 3
IDCATEGORYENTRY
<chr><chr><chr>
5FC9E27E7C39E36162AF51231861_ADJUSTED_VALUE55.6
5FC9E27E7C39E36162AF5123FODDER_PRODUCTIVITY6
5FC9E27E7C39E36162AF5123ENTITY_TYPE_ALIAS bishop
5FC9E27E7C39E36162AF51241861_ADJUSTED_VALUE28.5
5FC9E27E7C39E36162AF5124FODDER_PRODUCTIVITY7
5FC9E27E7C39E36162AF5124ENTITY_TYPE_ALIAS bishop
\n" ], "text/latex": [ "A data.table: 6 × 3\n", "\\begin{tabular}{lll}\n", " ID & CATEGORY & ENTRY\\\\\n", " & & \\\\\n", "\\hline\n", "\t 5FC9E27E7C39E36162AF5123 & 1861\\_ADJUSTED\\_VALUE & 55.6 \\\\\n", "\t 5FC9E27E7C39E36162AF5123 & FODDER\\_PRODUCTIVITY & 6 \\\\\n", "\t 5FC9E27E7C39E36162AF5123 & ENTITY\\_TYPE\\_ALIAS & bishop\\\\\n", "\t 5FC9E27E7C39E36162AF5124 & 1861\\_ADJUSTED\\_VALUE & 28.5 \\\\\n", "\t 5FC9E27E7C39E36162AF5124 & FODDER\\_PRODUCTIVITY & 7 \\\\\n", "\t 5FC9E27E7C39E36162AF5124 & ENTITY\\_TYPE\\_ALIAS & bishop\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 3\n", "\n", "| ID <chr> | CATEGORY <chr> | ENTRY <chr> |\n", "|---|---|---|\n", "| 5FC9E27E7C39E36162AF5123 | 1861_ADJUSTED_VALUE | 55.6 |\n", "| 5FC9E27E7C39E36162AF5123 | FODDER_PRODUCTIVITY | 6 |\n", "| 5FC9E27E7C39E36162AF5123 | ENTITY_TYPE_ALIAS | bishop |\n", "| 5FC9E27E7C39E36162AF5124 | 1861_ADJUSTED_VALUE | 28.5 |\n", "| 5FC9E27E7C39E36162AF5124 | FODDER_PRODUCTIVITY | 7 |\n", "| 5FC9E27E7C39E36162AF5124 | ENTITY_TYPE_ALIAS | bishop |\n", "\n" ], "text/plain": [ " ID CATEGORY ENTRY \n", "1 5FC9E27E7C39E36162AF5123 1861_ADJUSTED_VALUE 55.6 \n", "2 5FC9E27E7C39E36162AF5123 FODDER_PRODUCTIVITY 6 \n", "3 5FC9E27E7C39E36162AF5123 ENTITY_TYPE_ALIAS bishop\n", "4 5FC9E27E7C39E36162AF5124 1861_ADJUSTED_VALUE 28.5 \n", "5 5FC9E27E7C39E36162AF5124 FODDER_PRODUCTIVITY 7 \n", "6 5FC9E27E7C39E36162AF5124 ENTITY_TYPE_ALIAS bishop" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "entries <- c(\"ENTITY_TYPE_ALIAS\", \"RELATIONSHIPS_LOOKUP_RESOURCE_EN\", # Entries by which to filter\n", " \"FODDER_PRODUCTIVITY\", \"1861_ADJUSTED_VALUE\")\n", "fhd_socio <- fhd[CATEGORY %in% entries,][,.(ID,CATEGORY,ENTRY)] # Apply the filter, keeping only the ID and new cols\n", "\n", "head(fhd_socio)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can cast the rows into new columns, and \"smush\" the rows for each observation into a single row removing NAs in the process." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 6
IDENTRY1861_ADJUSTED_VALUEENTITY_TYPE_ALIASFODDER_PRODUCTIVITYRELATIONSHIPS_LOOKUP_RESOURCE_EN
<chr><chr><chr><chr><chr><chr>
5FC9E27E7C39E36162AF511B17.117.1bishop2 outfield pasture
5FC9E27E7C39E36162AF511C2 33.2bishop2 outfield pasture
5FC9E27E7C39E36162AF511D0.5 9.9 bishop0.5NA
5FC9E27E7C39E36162AF511E19.919.9bishop2 outfield pasture
5FC9E27E7C39E36162AF511F15.615.6bishop2 NA
5FC9E27E7C39E36162AF512018.518.5bishop4 NA
\n" ], "text/latex": [ "A data.table: 6 × 6\n", "\\begin{tabular}{llllll}\n", " ID & ENTRY & 1861\\_ADJUSTED\\_VALUE & ENTITY\\_TYPE\\_ALIAS & FODDER\\_PRODUCTIVITY & RELATIONSHIPS\\_LOOKUP\\_RESOURCE\\_EN\\\\\n", " & & & & & \\\\\n", "\\hline\n", "\t 5FC9E27E7C39E36162AF511B & 17.1 & 17.1 & bishop & 2 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF511C & 2 & 33.2 & bishop & 2 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF511D & 0.5 & 9.9 & bishop & 0.5 & NA \\\\\n", "\t 5FC9E27E7C39E36162AF511E & 19.9 & 19.9 & bishop & 2 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF511F & 15.6 & 15.6 & bishop & 2 & NA \\\\\n", "\t 5FC9E27E7C39E36162AF5120 & 18.5 & 18.5 & bishop & 4 & NA \\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 6\n", "\n", "| ID <chr> | ENTRY <chr> | 1861_ADJUSTED_VALUE <chr> | ENTITY_TYPE_ALIAS <chr> | FODDER_PRODUCTIVITY <chr> | RELATIONSHIPS_LOOKUP_RESOURCE_EN <chr> |\n", "|---|---|---|---|---|---|\n", "| 5FC9E27E7C39E36162AF511B | 17.1 | 17.1 | bishop | 2 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF511C | 2 | 33.2 | bishop | 2 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF511D | 0.5 | 9.9 | bishop | 0.5 | NA |\n", "| 5FC9E27E7C39E36162AF511E | 19.9 | 19.9 | bishop | 2 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF511F | 15.6 | 15.6 | bishop | 2 | NA |\n", "| 5FC9E27E7C39E36162AF5120 | 18.5 | 18.5 | bishop | 4 | NA |\n", "\n" ], "text/plain": [ " ID ENTRY 1861_ADJUSTED_VALUE ENTITY_TYPE_ALIAS\n", "1 5FC9E27E7C39E36162AF511B 17.1 17.1 bishop \n", "2 5FC9E27E7C39E36162AF511C 2 33.2 bishop \n", "3 5FC9E27E7C39E36162AF511D 0.5 9.9 bishop \n", "4 5FC9E27E7C39E36162AF511E 19.9 19.9 bishop \n", "5 5FC9E27E7C39E36162AF511F 15.6 15.6 bishop \n", "6 5FC9E27E7C39E36162AF5120 18.5 18.5 bishop \n", " FODDER_PRODUCTIVITY RELATIONSHIPS_LOOKUP_RESOURCE_EN\n", "1 2 outfield pasture \n", "2 2 outfield pasture \n", "3 0.5 NA \n", "4 2 outfield pasture \n", "5 2 NA \n", "6 4 NA " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fhd_socio <- dcast(fhd_socio, ID+ENTRY~CATEGORY, value.var=\"ENTRY\", # Cast the rows\n", " fun.aggregate = function (x) paste(x,collapse = \"; \"))\n", "\n", "fhd_socio <- setDT(fhd_socio)[order(ID), # And smush them\n", " lapply(.SD, function(x) x[!is.na(x) & x != \"\"][1]), \n", " by=ID]\n", "head(fhd_socio)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that a lot of the entires are \"NA\"---these farmsteads did not have additional access to other resources. We'll replace the NAs with \"NOTHING\", and drop any remaining NAs in other columns." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 6
IDENTRY1861_ADJUSTED_VALUEENTITY_TYPE_ALIASFODDER_PRODUCTIVITYRELATIONSHIPS_LOOKUP_RESOURCE_EN
<chr><chr><chr><chr><chr><chr>
5FC9E27E7C39E36162AF511B17.117.1bishop2 outfield pasture
5FC9E27E7C39E36162AF511C2 33.2bishop2 outfield pasture
5FC9E27E7C39E36162AF511D0.5 9.9 bishop0.5NOTHING
5FC9E27E7C39E36162AF511E19.919.9bishop2 outfield pasture
5FC9E27E7C39E36162AF511F15.615.6bishop2 NOTHING
5FC9E27E7C39E36162AF512018.518.5bishop4 NOTHING
\n" ], "text/latex": [ "A data.table: 6 × 6\n", "\\begin{tabular}{llllll}\n", " ID & ENTRY & 1861\\_ADJUSTED\\_VALUE & ENTITY\\_TYPE\\_ALIAS & FODDER\\_PRODUCTIVITY & RELATIONSHIPS\\_LOOKUP\\_RESOURCE\\_EN\\\\\n", " & & & & & \\\\\n", "\\hline\n", "\t 5FC9E27E7C39E36162AF511B & 17.1 & 17.1 & bishop & 2 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF511C & 2 & 33.2 & bishop & 2 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF511D & 0.5 & 9.9 & bishop & 0.5 & NOTHING \\\\\n", "\t 5FC9E27E7C39E36162AF511E & 19.9 & 19.9 & bishop & 2 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF511F & 15.6 & 15.6 & bishop & 2 & NOTHING \\\\\n", "\t 5FC9E27E7C39E36162AF5120 & 18.5 & 18.5 & bishop & 4 & NOTHING \\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 6\n", "\n", "| ID <chr> | ENTRY <chr> | 1861_ADJUSTED_VALUE <chr> | ENTITY_TYPE_ALIAS <chr> | FODDER_PRODUCTIVITY <chr> | RELATIONSHIPS_LOOKUP_RESOURCE_EN <chr> |\n", "|---|---|---|---|---|---|\n", "| 5FC9E27E7C39E36162AF511B | 17.1 | 17.1 | bishop | 2 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF511C | 2 | 33.2 | bishop | 2 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF511D | 0.5 | 9.9 | bishop | 0.5 | NOTHING |\n", "| 5FC9E27E7C39E36162AF511E | 19.9 | 19.9 | bishop | 2 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF511F | 15.6 | 15.6 | bishop | 2 | NOTHING |\n", "| 5FC9E27E7C39E36162AF5120 | 18.5 | 18.5 | bishop | 4 | NOTHING |\n", "\n" ], "text/plain": [ " ID ENTRY 1861_ADJUSTED_VALUE ENTITY_TYPE_ALIAS\n", "1 5FC9E27E7C39E36162AF511B 17.1 17.1 bishop \n", "2 5FC9E27E7C39E36162AF511C 2 33.2 bishop \n", "3 5FC9E27E7C39E36162AF511D 0.5 9.9 bishop \n", "4 5FC9E27E7C39E36162AF511E 19.9 19.9 bishop \n", "5 5FC9E27E7C39E36162AF511F 15.6 15.6 bishop \n", "6 5FC9E27E7C39E36162AF5120 18.5 18.5 bishop \n", " FODDER_PRODUCTIVITY RELATIONSHIPS_LOOKUP_RESOURCE_EN\n", "1 2 outfield pasture \n", "2 2 outfield pasture \n", "3 0.5 NOTHING \n", "4 2 outfield pasture \n", "5 2 NOTHING \n", "6 4 NOTHING " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fhd_socio[is.na(RELATIONSHIPS_LOOKUP_RESOURCE_EN), \n", " RELATIONSHIPS_LOOKUP_RESOURCE_EN := \"NOTHING\"]\n", "fhd_socio <- na.omit(fhd_socio)\n", "\n", "head(fhd_socio)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A small subset of farmstead had access to more than one pasture or more than one site for a single type of resource" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
  1. 'outfield pasture'
  2. 'NOTHING'
  3. 'use of unoccupied farm'
  4. 'pasture'
  5. 'driftwood'
  6. 'peat'
  7. 'outfield pasture; outfield pasture'
  8. 'beached whale; beached whale'
  9. 'twigs'
  10. 'turf'
  11. 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'
  12. 'beached whale'
  13. 'hay'
  14. 'woodland'
  15. 'egg'
  16. 'beached whale; beached whale; beached whale; beached whale'
  17. 'ship place'
  18. 'hay; hay'
  19. 'beached whale; beached whale; beached whale'
  20. 'shieling place'
  21. 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'
  22. 'beached whale; beached whale; beached whale; beached whale; beached whale'
  23. 'ship place; ship place'
  24. 'driftwood; driftwood'
  25. 'pasture; pasture'
  26. 'shieling place; shieling place; shieling place'
  27. 'shieling place; shieling place'
  28. 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'
  29. 'driftwood; driftwood; driftwood'
  30. 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'
\n" ], "text/latex": [ "\\begin{enumerate*}\n", "\\item 'outfield pasture'\n", "\\item 'NOTHING'\n", "\\item 'use of unoccupied farm'\n", "\\item 'pasture'\n", "\\item 'driftwood'\n", "\\item 'peat'\n", "\\item 'outfield pasture; outfield pasture'\n", "\\item 'beached whale; beached whale'\n", "\\item 'twigs'\n", "\\item 'turf'\n", "\\item 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'\n", "\\item 'beached whale'\n", "\\item 'hay'\n", "\\item 'woodland'\n", "\\item 'egg'\n", "\\item 'beached whale; beached whale; beached whale; beached whale'\n", "\\item 'ship place'\n", "\\item 'hay; hay'\n", "\\item 'beached whale; beached whale; beached whale'\n", "\\item 'shieling place'\n", "\\item 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'\n", "\\item 'beached whale; beached whale; beached whale; beached whale; beached whale'\n", "\\item 'ship place; ship place'\n", "\\item 'driftwood; driftwood'\n", "\\item 'pasture; pasture'\n", "\\item 'shieling place; shieling place; shieling place'\n", "\\item 'shieling place; shieling place'\n", "\\item 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'\n", "\\item 'driftwood; driftwood; driftwood'\n", "\\item 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'\n", "\\end{enumerate*}\n" ], "text/markdown": [ "1. 'outfield pasture'\n", "2. 'NOTHING'\n", "3. 'use of unoccupied farm'\n", "4. 'pasture'\n", "5. 'driftwood'\n", "6. 'peat'\n", "7. 'outfield pasture; outfield pasture'\n", "8. 'beached whale; beached whale'\n", "9. 'twigs'\n", "10. 'turf'\n", "11. 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'\n", "12. 'beached whale'\n", "13. 'hay'\n", "14. 'woodland'\n", "15. 'egg'\n", "16. 'beached whale; beached whale; beached whale; beached whale'\n", "17. 'ship place'\n", "18. 'hay; hay'\n", "19. 'beached whale; beached whale; beached whale'\n", "20. 'shieling place'\n", "21. 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'\n", "22. 'beached whale; beached whale; beached whale; beached whale; beached whale'\n", "23. 'ship place; ship place'\n", "24. 'driftwood; driftwood'\n", "25. 'pasture; pasture'\n", "26. 'shieling place; shieling place; shieling place'\n", "27. 'shieling place; shieling place'\n", "28. 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'\n", "29. 'driftwood; driftwood; driftwood'\n", "30. 'beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale'\n", "\n", "\n" ], "text/plain": [ " [1] \"outfield pasture\" \n", " [2] \"NOTHING\" \n", " [3] \"use of unoccupied farm\" \n", " [4] \"pasture\" \n", " [5] \"driftwood\" \n", " [6] \"peat\" \n", " [7] \"outfield pasture; outfield pasture\" \n", " [8] \"beached whale; beached whale\" \n", " [9] \"twigs\" \n", "[10] \"turf\" \n", "[11] \"beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale\"\n", "[12] \"beached whale\" \n", "[13] \"hay\" \n", "[14] \"woodland\" \n", "[15] \"egg\" \n", "[16] \"beached whale; beached whale; beached whale; beached whale\" \n", "[17] \"ship place\" \n", "[18] \"hay; hay\" \n", "[19] \"beached whale; beached whale; beached whale\" \n", "[20] \"shieling place\" \n", "[21] \"beached whale; beached whale; beached whale; beached whale; beached whale; beached whale\" \n", "[22] \"beached whale; beached whale; beached whale; beached whale; beached whale\" \n", "[23] \"ship place; ship place\" \n", "[24] \"driftwood; driftwood\" \n", "[25] \"pasture; pasture\" \n", "[26] \"shieling place; shieling place; shieling place\" \n", "[27] \"shieling place; shieling place\" \n", "[28] \"beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale\" \n", "[29] \"driftwood; driftwood; driftwood\" \n", "[30] \"beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale; beached whale\" " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "unique(fhd_socio$RELATIONSHIPS_LOOKUP_RESOURCE_EN)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These will complicate our analyses later on. Since none of the sites appear to have direct access to more than one type of resource, we'll truncate the lists to only their first entry." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
    \n", "\t
  1. 'outfield pasture'
  2. \n", "\t
  3. 'NOTHING'
  4. \n", "\t
  5. 'use of unoccupied farm'
  6. \n", "\t
  7. 'pasture'
  8. \n", "\t
  9. 'driftwood'
  10. \n", "\t
  11. 'peat'
  12. \n", "\t
  13. 'beached whale'
  14. \n", "\t
  15. 'twigs'
  16. \n", "\t
  17. 'turf'
  18. \n", "\t
  19. 'hay'
  20. \n", "\t
  21. 'woodland'
  22. \n", "\t
  23. 'egg'
  24. \n", "\t
  25. 'ship place'
  26. \n", "\t
  27. 'shieling place'
  28. \n", "
\n" ], "text/latex": [ "\\begin{enumerate}\n", "\\item 'outfield pasture'\n", "\\item 'NOTHING'\n", "\\item 'use of unoccupied farm'\n", "\\item 'pasture'\n", "\\item 'driftwood'\n", "\\item 'peat'\n", "\\item 'beached whale'\n", "\\item 'twigs'\n", "\\item 'turf'\n", "\\item 'hay'\n", "\\item 'woodland'\n", "\\item 'egg'\n", "\\item 'ship place'\n", "\\item 'shieling place'\n", "\\end{enumerate}\n" ], "text/markdown": [ "1. 'outfield pasture'\n", "2. 'NOTHING'\n", "3. 'use of unoccupied farm'\n", "4. 'pasture'\n", "5. 'driftwood'\n", "6. 'peat'\n", "7. 'beached whale'\n", "8. 'twigs'\n", "9. 'turf'\n", "10. 'hay'\n", "11. 'woodland'\n", "12. 'egg'\n", "13. 'ship place'\n", "14. 'shieling place'\n", "\n", "\n" ], "text/plain": [ "[[1]]\n", "[1] \"outfield pasture\"\n", "\n", "[[2]]\n", "[1] \"NOTHING\"\n", "\n", "[[3]]\n", "[1] \"use of unoccupied farm\"\n", "\n", "[[4]]\n", "[1] \"pasture\"\n", "\n", "[[5]]\n", "[1] \"driftwood\"\n", "\n", "[[6]]\n", "[1] \"peat\"\n", "\n", "[[7]]\n", "[1] \"beached whale\"\n", "\n", "[[8]]\n", "[1] \"twigs\"\n", "\n", "[[9]]\n", "[1] \"turf\"\n", "\n", "[[10]]\n", "[1] \"hay\"\n", "\n", "[[11]]\n", "[1] \"woodland\"\n", "\n", "[[12]]\n", "[1] \"egg\"\n", "\n", "[[13]]\n", "[1] \"ship place\"\n", "\n", "[[14]]\n", "[1] \"shieling place\"\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fhd_socio[, RELATIONSHIPS_LOOKUP_RESOURCE_EN := \n", " list(strsplit(RELATIONSHIPS_LOOKUP_RESOURCE_EN, \"; \"))] # Split any multi-resource entries\n", "fhd_socio[, RELATIONSHIPS_LOOKUP_RESOURCE_EN := \n", " lapply(RELATIONSHIPS_LOOKUP_RESOURCE_EN, function(x) x[1])] # Keep only the first one\n", " \n", "unique(fhd_socio$RELATIONSHIPS_LOOKUP_RESOURCE_EN)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally we'll convert the two numeric columns to numeric type using \"as.numeric\"" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Warning message in lapply(.SD, as.numeric):\n", "“NAs introduced by coercion”\n", "Warning message in lapply(.SD, as.numeric):\n", "“NAs introduced by coercion”\n" ] } ], "source": [ "fhd_socio[, c(\"FODDER_PRODUCTIVITY\",\"1861_ADJUSTED_VALUE\") :=\n", " lapply(.SD,as.numeric), .SDcols = c(\"FODDER_PRODUCTIVITY\",\"1861_ADJUSTED_VALUE\")]\n", "fhd_socio <- na.omit(fhd_socio)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Dimensionality Reduction\n", "\n", "We're now almost ready to perform dimensionality reduction. We have four input variables, two of them are numeric (Fodder productivity and adjusted valuation), and two of them are nominal. The appropriate method is Factor Analysis of Mixed Data, provided by the *FactoMineR* and *factoextra* libraries thorugh the FAMD function. \n", "\n", "The function expects all numeric variables to be of numeric type, and nominal variables to be of factor type.\n", "Currently, RELATIONSHIPS_LOOKUP_RESOURCE_EN is a list class object given the truncating step we performed above. ENTITY_TYPE_ALIAS is a character class. We'll create a new data table with only the columns of interest, convert the list and characters to a factor, and perform the FAMD. \n", "\n", "[This overview of FAMD](http://www.sthda.com/english/articles/31-principal-component-methods-in-r-practical-guide/115-famd-factor-analysis-of-mixed-data-in-r-essentials/) is written by the original author of both the method and R package, and provides detailed guidance as to how to interpret the output." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "*The results are available in the following objects:\n", "\n", " name description \n", "1 \"$eig\" \"eigenvalues and inertia\" \n", "2 \"$var\" \"Results for the variables\" \n", "3 \"$ind\" \"results for the individuals\" \n", "4 \"$quali.var\" \"Results for the qualitative variables\" \n", "5 \"$quanti.var\" \"Results for the quantitative variables\"" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "vars <- c(entries) # The entries variable already has stored the variables of interest\n", "fhd_famd <- fhd_socio[,..vars] # Extract only the columns we want\n", "fhd_famd[, \"RELATIONSHIPS_LOOKUP_RESOURCE_EN\" := # Convert list to character type\n", " as.character(RELATIONSHIPS_LOOKUP_RESOURCE_EN)]\n", "fhd_famd[, c(\"ENTITY_TYPE_ALIAS\",\"RELATIONSHIPS_LOOKUP_RESOURCE_EN\") := \n", " lapply(.SD,as.factor), # Convert character to factor\n", " .SDcols = c(\"ENTITY_TYPE_ALIAS\", \"RELATIONSHIPS_LOOKUP_RESOURCE_EN\")]\n", "famd <- FAMD(fhd_famd,ncp=nrow(fhd_famd),graph=FALSE) # Perform the FAMD\n", "famd" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first thing we'll look at is how much each principal dimension contributes to the total variance of the dataset. We can generally ignore dimensions that contain less than 5% of the variance" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A matrix: 18 × 3 of type dbl
eigenvaluepercentage of variancecumulative percentage of variance
comp 11.70240169.457787 9.457787
comp 21.28709587.150532 16.608319
comp 31.12789966.266109 22.874427
comp 41.10106676.117037 28.991465
comp 51.03542545.752363 34.743828
comp 61.02773755.709653 40.453481
comp 71.01152125.619562 46.073043
comp 81.00000005.555556 51.628599
comp 91.00000005.555556 57.184154
comp 101.00000005.555556 62.739710
comp 111.00000005.555556 68.295265
comp 120.97504895.416938 73.712204
comp 130.96550965.363942 79.076146
comp 140.94865395.270300 84.346445
comp 150.87312554.850697 89.197142
comp 160.83708844.650491 93.847633
comp 170.71383613.965756 97.813389
comp 180.39358992.186611100.000000
\n" ], "text/latex": [ "A matrix: 18 × 3 of type dbl\n", "\\begin{tabular}{r|lll}\n", " & eigenvalue & percentage of variance & cumulative percentage of variance\\\\\n", "\\hline\n", "\tcomp 1 & 1.7024016 & 9.457787 & 9.457787\\\\\n", "\tcomp 2 & 1.2870958 & 7.150532 & 16.608319\\\\\n", "\tcomp 3 & 1.1278996 & 6.266109 & 22.874427\\\\\n", "\tcomp 4 & 1.1010667 & 6.117037 & 28.991465\\\\\n", "\tcomp 5 & 1.0354254 & 5.752363 & 34.743828\\\\\n", "\tcomp 6 & 1.0277375 & 5.709653 & 40.453481\\\\\n", "\tcomp 7 & 1.0115212 & 5.619562 & 46.073043\\\\\n", "\tcomp 8 & 1.0000000 & 5.555556 & 51.628599\\\\\n", "\tcomp 9 & 1.0000000 & 5.555556 & 57.184154\\\\\n", "\tcomp 10 & 1.0000000 & 5.555556 & 62.739710\\\\\n", "\tcomp 11 & 1.0000000 & 5.555556 & 68.295265\\\\\n", "\tcomp 12 & 0.9750489 & 5.416938 & 73.712204\\\\\n", "\tcomp 13 & 0.9655096 & 5.363942 & 79.076146\\\\\n", "\tcomp 14 & 0.9486539 & 5.270300 & 84.346445\\\\\n", "\tcomp 15 & 0.8731255 & 4.850697 & 89.197142\\\\\n", "\tcomp 16 & 0.8370884 & 4.650491 & 93.847633\\\\\n", "\tcomp 17 & 0.7138361 & 3.965756 & 97.813389\\\\\n", "\tcomp 18 & 0.3935899 & 2.186611 & 100.000000\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A matrix: 18 × 3 of type dbl\n", "\n", "| | eigenvalue | percentage of variance | cumulative percentage of variance |\n", "|---|---|---|---|\n", "| comp 1 | 1.7024016 | 9.457787 | 9.457787 |\n", "| comp 2 | 1.2870958 | 7.150532 | 16.608319 |\n", "| comp 3 | 1.1278996 | 6.266109 | 22.874427 |\n", "| comp 4 | 1.1010667 | 6.117037 | 28.991465 |\n", "| comp 5 | 1.0354254 | 5.752363 | 34.743828 |\n", "| comp 6 | 1.0277375 | 5.709653 | 40.453481 |\n", "| comp 7 | 1.0115212 | 5.619562 | 46.073043 |\n", "| comp 8 | 1.0000000 | 5.555556 | 51.628599 |\n", "| comp 9 | 1.0000000 | 5.555556 | 57.184154 |\n", "| comp 10 | 1.0000000 | 5.555556 | 62.739710 |\n", "| comp 11 | 1.0000000 | 5.555556 | 68.295265 |\n", "| comp 12 | 0.9750489 | 5.416938 | 73.712204 |\n", "| comp 13 | 0.9655096 | 5.363942 | 79.076146 |\n", "| comp 14 | 0.9486539 | 5.270300 | 84.346445 |\n", "| comp 15 | 0.8731255 | 4.850697 | 89.197142 |\n", "| comp 16 | 0.8370884 | 4.650491 | 93.847633 |\n", "| comp 17 | 0.7138361 | 3.965756 | 97.813389 |\n", "| comp 18 | 0.3935899 | 2.186611 | 100.000000 |\n", "\n" ], "text/plain": [ " eigenvalue percentage of variance cumulative percentage of variance\n", "comp 1 1.7024016 9.457787 9.457787 \n", "comp 2 1.2870958 7.150532 16.608319 \n", "comp 3 1.1278996 6.266109 22.874427 \n", "comp 4 1.1010667 6.117037 28.991465 \n", "comp 5 1.0354254 5.752363 34.743828 \n", "comp 6 1.0277375 5.709653 40.453481 \n", "comp 7 1.0115212 5.619562 46.073043 \n", "comp 8 1.0000000 5.555556 51.628599 \n", "comp 9 1.0000000 5.555556 57.184154 \n", "comp 10 1.0000000 5.555556 62.739710 \n", "comp 11 1.0000000 5.555556 68.295265 \n", "comp 12 0.9750489 5.416938 73.712204 \n", "comp 13 0.9655096 5.363942 79.076146 \n", "comp 14 0.9486539 5.270300 84.346445 \n", "comp 15 0.8731255 4.850697 89.197142 \n", "comp 16 0.8370884 4.650491 93.847633 \n", "comp 17 0.7138361 3.965756 97.813389 \n", "comp 18 0.3935899 2.186611 100.000000 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "famd$eig" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It looks like with the first 13 variables (all those at or above 5%) we can capture about three-fourths of the total variance.\n", "\n", "Next we'll look at the percent contribution to each dimesnsion from each input variable. The higher the contribution, the more closely related they are. " ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A matrix: 4 × 18 of type dbl
Dim.1Dim.2Dim.3Dim.4Dim.5Dim.6Dim.7Dim.8Dim.9Dim.10Dim.11Dim.12Dim.13Dim.14Dim.15Dim.16Dim.17Dim.18
FODDER_PRODUCTIVITY41.384077 0.003288726 0.5341104 0.5747235 0.98273714 0.04494208 1.20192994.441518e-600.000000e+000.000000e+001.957389e-26 0.399701731 1.2197966 2.193599 1.5015851 3.128009 0.0573969446.7741030
1861_ADJUSTED_VALUE42.878437 0.353733811 0.2533428 1.4147496 0.01074523 0.53488810 0.52805085.527263e-293.866343e-271.761603e-278.312826e-27 0.001642099 0.8357081 1.141222 0.1432517 1.924446 0.9719731449.0078092
ENTITY_TYPE_ALIAS 5.53235249.78591982845.149895649.193691849.3127092247.06162588 1.52427622.851314e-264.434982e-261.658536e-269.895320e-2742.27834123543.974626723.57515141.802888650.42226749.52221900 0.8640357
RELATIONSHIPS_LOOKUP_RESOURCE_EN10.20513449.85705763554.062651248.816835049.6938084152.3585439496.74574311.000000e+021.000000e+021.000000e+021.000000e+0257.32031493553.969868673.09002856.552274744.52527749.44841092 3.3540522
\n" ], "text/latex": [ "A matrix: 4 × 18 of type dbl\n", "\\begin{tabular}{r|llllllllllllllllll}\n", " & Dim.1 & Dim.2 & Dim.3 & Dim.4 & Dim.5 & Dim.6 & Dim.7 & Dim.8 & Dim.9 & Dim.10 & Dim.11 & Dim.12 & Dim.13 & Dim.14 & Dim.15 & Dim.16 & Dim.17 & Dim.18\\\\\n", "\\hline\n", "\tFODDER\\_PRODUCTIVITY & 41.384077 & 0.003288726 & 0.5341104 & 0.5747235 & 0.98273714 & 0.04494208 & 1.2019299 & 4.441518e-60 & 0.000000e+00 & 0.000000e+00 & 1.957389e-26 & 0.399701731 & 1.2197966 & 2.193599 & 1.5015851 & 3.128009 & 0.05739694 & 46.7741030\\\\\n", "\t1861\\_ADJUSTED\\_VALUE & 42.878437 & 0.353733811 & 0.2533428 & 1.4147496 & 0.01074523 & 0.53488810 & 0.5280508 & 5.527263e-29 & 3.866343e-27 & 1.761603e-27 & 8.312826e-27 & 0.001642099 & 0.8357081 & 1.141222 & 0.1432517 & 1.924446 & 0.97197314 & 49.0078092\\\\\n", "\tENTITY\\_TYPE\\_ALIAS & 5.532352 & 49.785919828 & 45.1498956 & 49.1936918 & 49.31270922 & 47.06162588 & 1.5242762 & 2.851314e-26 & 4.434982e-26 & 1.658536e-26 & 9.895320e-27 & 42.278341235 & 43.9746267 & 23.575151 & 41.8028886 & 50.422267 & 49.52221900 & 0.8640357\\\\\n", "\tRELATIONSHIPS\\_LOOKUP\\_RESOURCE\\_EN & 10.205134 & 49.857057635 & 54.0626512 & 48.8168350 & 49.69380841 & 52.35854394 & 96.7457431 & 1.000000e+02 & 1.000000e+02 & 1.000000e+02 & 1.000000e+02 & 57.320314935 & 53.9698686 & 73.090028 & 56.5522747 & 44.525277 & 49.44841092 & 3.3540522\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A matrix: 4 × 18 of type dbl\n", "\n", "| | Dim.1 | Dim.2 | Dim.3 | Dim.4 | Dim.5 | Dim.6 | Dim.7 | Dim.8 | Dim.9 | Dim.10 | Dim.11 | Dim.12 | Dim.13 | Dim.14 | Dim.15 | Dim.16 | Dim.17 | Dim.18 |\n", "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", "| FODDER_PRODUCTIVITY | 41.384077 | 0.003288726 | 0.5341104 | 0.5747235 | 0.98273714 | 0.04494208 | 1.2019299 | 4.441518e-60 | 0.000000e+00 | 0.000000e+00 | 1.957389e-26 | 0.399701731 | 1.2197966 | 2.193599 | 1.5015851 | 3.128009 | 0.05739694 | 46.7741030 |\n", "| 1861_ADJUSTED_VALUE | 42.878437 | 0.353733811 | 0.2533428 | 1.4147496 | 0.01074523 | 0.53488810 | 0.5280508 | 5.527263e-29 | 3.866343e-27 | 1.761603e-27 | 8.312826e-27 | 0.001642099 | 0.8357081 | 1.141222 | 0.1432517 | 1.924446 | 0.97197314 | 49.0078092 |\n", "| ENTITY_TYPE_ALIAS | 5.532352 | 49.785919828 | 45.1498956 | 49.1936918 | 49.31270922 | 47.06162588 | 1.5242762 | 2.851314e-26 | 4.434982e-26 | 1.658536e-26 | 9.895320e-27 | 42.278341235 | 43.9746267 | 23.575151 | 41.8028886 | 50.422267 | 49.52221900 | 0.8640357 |\n", "| RELATIONSHIPS_LOOKUP_RESOURCE_EN | 10.205134 | 49.857057635 | 54.0626512 | 48.8168350 | 49.69380841 | 52.35854394 | 96.7457431 | 1.000000e+02 | 1.000000e+02 | 1.000000e+02 | 1.000000e+02 | 57.320314935 | 53.9698686 | 73.090028 | 56.5522747 | 44.525277 | 49.44841092 | 3.3540522 |\n", "\n" ], "text/plain": [ " Dim.1 Dim.2 Dim.3 Dim.4 \n", "FODDER_PRODUCTIVITY 41.384077 0.003288726 0.5341104 0.5747235\n", "1861_ADJUSTED_VALUE 42.878437 0.353733811 0.2533428 1.4147496\n", "ENTITY_TYPE_ALIAS 5.532352 49.785919828 45.1498956 49.1936918\n", "RELATIONSHIPS_LOOKUP_RESOURCE_EN 10.205134 49.857057635 54.0626512 48.8168350\n", " Dim.5 Dim.6 Dim.7 \n", "FODDER_PRODUCTIVITY 0.98273714 0.04494208 1.2019299\n", "1861_ADJUSTED_VALUE 0.01074523 0.53488810 0.5280508\n", "ENTITY_TYPE_ALIAS 49.31270922 47.06162588 1.5242762\n", "RELATIONSHIPS_LOOKUP_RESOURCE_EN 49.69380841 52.35854394 96.7457431\n", " Dim.8 Dim.9 Dim.10 \n", "FODDER_PRODUCTIVITY 4.441518e-60 0.000000e+00 0.000000e+00\n", "1861_ADJUSTED_VALUE 5.527263e-29 3.866343e-27 1.761603e-27\n", "ENTITY_TYPE_ALIAS 2.851314e-26 4.434982e-26 1.658536e-26\n", "RELATIONSHIPS_LOOKUP_RESOURCE_EN 1.000000e+02 1.000000e+02 1.000000e+02\n", " Dim.11 Dim.12 Dim.13 Dim.14 \n", "FODDER_PRODUCTIVITY 1.957389e-26 0.399701731 1.2197966 2.193599\n", "1861_ADJUSTED_VALUE 8.312826e-27 0.001642099 0.8357081 1.141222\n", "ENTITY_TYPE_ALIAS 9.895320e-27 42.278341235 43.9746267 23.575151\n", "RELATIONSHIPS_LOOKUP_RESOURCE_EN 1.000000e+02 57.320314935 53.9698686 73.090028\n", " Dim.15 Dim.16 Dim.17 Dim.18 \n", "FODDER_PRODUCTIVITY 1.5015851 3.128009 0.05739694 46.7741030\n", "1861_ADJUSTED_VALUE 0.1432517 1.924446 0.97197314 49.0078092\n", "ENTITY_TYPE_ALIAS 41.8028886 50.422267 49.52221900 0.8640357\n", "RELATIONSHIPS_LOOKUP_RESOURCE_EN 56.5522747 44.525277 49.44841092 3.3540522" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "famd$var$contrib" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can plot these relationships for quantitative variables in a circle plot. Here this is for all combinations of the first three dimensions" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "image/png": 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///GhSJQ6itRZJOkyw+LMvpIpVGXflWQJE4hNpbJOk0ydo4xg4XaQ8t1nkVReIQ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\ndYJDGkXiEJpQpKlic6dHCigSEKZFk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WdfcDrlrTozFxtmBjsbK/LVCuCWba37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\ntCM6vCAUi0CkWAX4PnKtPDJI9xXkh7EpM78/YmmOUrxWX7wuLmP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1arFZLX1HLf1DLb2glp5SS3nqlt6vlnrUaacRdd4Pk4vk4gvkptHR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jHJ6SBNejyx3zUIEgdTW4MkFZMsLpbldJDKo2q+FSFIHEztDZJUTLI2j7HDQdpH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\nCkAIEgoFIAQJhQLQ/wdJk02qJQjFXAAAAABJRU5ErkJggg==", "text/plain": [ "plot without title" ] }, "metadata": { "image/png": { "height": 420, "width": 420 }, "text/plain": { "height": 420, "width": 420 } }, "output_type": "display_data" } ], "source": [ "fviz_famd_var(famd, \"quanti.var\", repel = TRUE,col.var = \"black\", axes=c(1,2))\n", "fviz_famd_var(famd, \"quanti.var\", repel = TRUE,col.var = \"black\", axes=c(2,3))\n", "fviz_famd_var(famd, \"quanti.var\", repel = TRUE,col.var = \"black\", axes=c(1,3))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For qualitative variables we can plot scatter plots" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "image/png": 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gORvACR2EAkLhDJExCJDURyhR9EWrVQ2+4PkdhAJFf4QSR0yLKBSFwgkicgEhuI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cJffsnSI7nU09iRa94Nh9DL2mtZzd6RfSgQSQZEkmG/nh+h1rPyT+jR8zwDSkd5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1zXMtYjklp+WcuGOQEipcbUeW7JqtV1qwgZ4VVzi+cIxtJmKVKDuvn/siASD0TK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\nBzgU5E8F+zkzAAAAAElFTkSuQmCC", "text/plain": [ "plot without title" ] }, "metadata": { "image/png": { "height": 420, "width": 420 }, "text/plain": { "height": 420, "width": 420 } }, "output_type": "display_data" } ], "source": [ "fviz_famd_var(famd, \"quali.var\", repel = TRUE,col.var = \"black\", axes=c(1,2))\n", "fviz_famd_var(famd, \"quali.var\", repel = TRUE,col.var = \"black\", axes=c(2,3))\n", "fviz_famd_var(famd, \"quali.var\", repel = TRUE,col.var = \"black\", axes=c(1,3))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To plot the Dimension scores themselves, let's create a new data.table that merges both the input and output values" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "famd_out <- as.data.table(famd$call$X) \n", "setnames(famd_out,c(\"1861_ADJUSTED_VALUE\",\"ENTITY_TYPE_ALIAS\",\"RELATIONSHIPS_LOOKUP_RESOURCE_EN\"),\n", " c(\"VALUE\",\"OWNER\",\"RIGHTS_TO\"))\n", "famd_out[,colnames(famd$ind$coord) := as.data.table(..famd$ind$coord)]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And we plot the first three dimensions in a 3D scatterplot using ggplot2 and plotly" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "attrs": { "3639372ff0": { "alpha_stroke": 1, "color": [ "bishop", "bishop", "bishop", "bishop", "bishop", "bishop", "clergy person", "bishop", "bishop", "bishop", "bishop", "bishop", "bishop", "bishop", "bishop", "bishop", "bishop", "bishop", "bishop", "bishop", "person", "bishop", "person", "person", "person", "bishop", "bishop", "person", "person", "person", "bishop", "person", "bishop", "person", "bishop", "person", "bishop", "person", "king", "king", "king", "clergy person", "king", "person", "clergy person", "king", "person", "king", "person", "king", "beneficium", "bishop", "king", "bishop", "person", "king", "person", "bishop", "beneficium", "person", "king", "king", "person", "person", "person", "person", 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[] } }, "showlegend": true }, "shinyEvents": [ "plotly_hover", "plotly_click", "plotly_selected", "plotly_relayout", "plotly_brushed", "plotly_brushing", "plotly_clickannotation", "plotly_doubleclick", "plotly_deselect", "plotly_afterplot", "plotly_sunburstclick" ], "source": "A", "visdat": { "3639372ff0": [ "function () ", "plotlyVisDat" ] } }, "text/html": [ "\n", "\n", "\t\n", "\t\t\n", "\t\t\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\t\n", "\t\n", "\t\t
\n", "\n", "\t\n", "\n" ], "text/plain": [ "HTML widgets cannot be represented in plain text (need html)" ] }, "metadata": { "text/html": { "isolated": true } }, "output_type": "display_data" } ], "source": [ "p1 <- plot_ly(x = famd_out$Dim.1, y = famd_out$Dim.2, z = famd_out$Dim.3, \n", " type = \"scatter3d\",\n", " mode = \"markers\",\n", " color = famd_out$OWNER,\n", " text = paste(\"RIGHTS TO:\",famd_out$RIGHTS_TO))\n", "\n", "p1" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Random Forest Classification" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Additional Preprocessing \n", "\n", "Now that we know a bit more about the Jardabok data and its distribution across different dimensions, we can compare it to entries in the Saga sites. Unfortunately they don't have any entries/variables in common according to the observations in dataARC; however they have all been mapped to concepts, of which a number are shared between the two.\n", "\n", "The next two cells are large blocks of code, but each sub-section does the same thing for three types of concepts. Concepts that are directly linked are \"matched\" concepts, and are listed under the \"CONCEPT\" column. Concpets two linkages away are \"RELATED\", and \"CONTEXT\" are thre linkages away. The concepts for each type for each observation are stored in strings, with each individual context separated by a colon. \n", "\n", "For each type, the script\n", "1. Splits the strings into lists, the lists into individual rows, and groups them by \"ID\" (site)\n", "2. Creates a new column, \"WEIGHT\", that defines how strongly related a concept is to an observation\n", "3. Swaps the hashes for each concept with its English equivalent" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 3
IDCONCEPTWEIGHT
<chr><chr><dbl>
5FC9E27E7C39E36162AF5123agricultural landscape3
5FC9E27E7C39E36162AF5123bishops church 3
5FC9E27E7C39E36162AF5123built environment 3
5FC9E27E7C39E36162AF5123church farm 3
5FC9E27E7C39E36162AF5123cultivation farming 3
5FC9E27E7C39E36162AF5123domestic animal 3
\n" ], "text/latex": [ "A data.table: 6 × 3\n", "\\begin{tabular}{lll}\n", " ID & CONCEPT & WEIGHT\\\\\n", " & & \\\\\n", "\\hline\n", "\t 5FC9E27E7C39E36162AF5123 & agricultural landscape & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & bishops church & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & built environment & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & church farm & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & cultivation farming & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & domestic animal & 3\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 3\n", "\n", "| ID <chr> | CONCEPT <chr> | WEIGHT <dbl> |\n", "|---|---|---|\n", "| 5FC9E27E7C39E36162AF5123 | agricultural landscape | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | bishops church | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | built environment | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | church farm | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | cultivation farming | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | domestic animal | 3 |\n", "\n" ], "text/plain": [ " ID CONCEPT WEIGHT\n", "1 5FC9E27E7C39E36162AF5123 agricultural landscape 3 \n", "2 5FC9E27E7C39E36162AF5123 bishops church 3 \n", "3 5FC9E27E7C39E36162AF5123 built environment 3 \n", "4 5FC9E27E7C39E36162AF5123 church farm 3 \n", "5 5FC9E27E7C39E36162AF5123 cultivation farming 3 \n", "6 5FC9E27E7C39E36162AF5123 domestic animal 3 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fhd_byconcept <- fhd[, .(CONCEPT = unlist(tstrsplit(CONCEPT,\":\"))), by=c(\"ID\")]\n", "fhd_byconcept <- fhd_byconcept[,.(CONCEPT = unique(CONCEPT)),by=ID][, WEIGHT := 3]\n", "fhd_concepts <- fhd_byconcept\n", "fhd_concepts[,CONCEPT := ..concepts$NAME[match(CONCEPT,..concepts$HASH)]]\n", "\n", "fhd_byrelated <- fhd[, .(RELATED = unlist(tstrsplit(RELATED,\":\"))), by=c(\"ID\")]\n", "fhd_byrelated <- fhd_byrelated[,.(RELATED = unique(RELATED)),by=ID][,WEIGHT := 2]\n", "fhd_related <- fhd_byrelated\n", "fhd_related[,RELATED := ..concepts$NAME[match(RELATED,..concepts$HASH)]]\n", "\n", "fhd_bycontext <- fhd[, .(CONTEXT = unlist(tstrsplit(CONTEXT,\":\"))), by=c(\"ID\")]\n", "fhd_bycontext <- fhd_bycontext[,.(CONTEXT = unique(CONTEXT)),by=ID][,WEIGHT := 1]\n", "fhd_context <- fhd_bycontext\n", "fhd_context[,CONTEXT := ..concepts$NAME[match(CONTEXT,..concepts$HASH)]]\n", "\n", "head(fhd_concepts)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 3
IDCONCEPTWEIGHT
<chr><chr><dbl>
5FC9E2227C39E36162AF2098agricultural landscape3
5FC9E2227C39E36162AF2098animal 3
5FC9E2227C39E36162AF2098animal husbandry 3
5FC9E2227C39E36162AF2098barn 3
5FC9E2227C39E36162AF2098butchery 3
5FC9E2227C39E36162AF2098byre 3
\n" ], "text/latex": [ "A data.table: 6 × 3\n", "\\begin{tabular}{lll}\n", " ID & CONCEPT & WEIGHT\\\\\n", " & & \\\\\n", "\\hline\n", "\t 5FC9E2227C39E36162AF2098 & agricultural landscape & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & animal & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & animal husbandry & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & barn & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & butchery & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & byre & 3\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 3\n", "\n", "| ID <chr> | CONCEPT <chr> | WEIGHT <dbl> |\n", "|---|---|---|\n", "| 5FC9E2227C39E36162AF2098 | agricultural landscape | 3 |\n", "| 5FC9E2227C39E36162AF2098 | animal | 3 |\n", "| 5FC9E2227C39E36162AF2098 | animal husbandry | 3 |\n", "| 5FC9E2227C39E36162AF2098 | barn | 3 |\n", "| 5FC9E2227C39E36162AF2098 | butchery | 3 |\n", "| 5FC9E2227C39E36162AF2098 | byre | 3 |\n", "\n" ], "text/plain": [ " ID CONCEPT WEIGHT\n", "1 5FC9E2227C39E36162AF2098 agricultural landscape 3 \n", "2 5FC9E2227C39E36162AF2098 animal 3 \n", "3 5FC9E2227C39E36162AF2098 animal husbandry 3 \n", "4 5FC9E2227C39E36162AF2098 barn 3 \n", "5 5FC9E2227C39E36162AF2098 butchery 3 \n", "6 5FC9E2227C39E36162AF2098 byre 3 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "saga_byconcept <- saga[, .(CONCEPT = unlist(tstrsplit(CONCEPT,\":\"))), by=c(\"ID\")]\n", "saga_byconcept <- saga_byconcept[,.(CONCEPT = unique(CONCEPT)),by=ID][, WEIGHT := 3]\n", "saga_concepts <- saga_byconcept\n", "saga_concepts[,CONCEPT := ..concepts$NAME[match(CONCEPT,..concepts$HASH)]]\n", "\n", "saga_byrelated <- saga[, .(RELATED = unlist(tstrsplit(RELATED,\":\"))), by=c(\"ID\")]\n", "saga_byrelated <- saga_byrelated[,.(RELATED = unique(RELATED)),by=ID][,WEIGHT := 2]\n", "saga_related <- saga_byrelated\n", "saga_related[,RELATED := ..concepts$NAME[match(RELATED,..concepts$HASH)]]\n", "\n", "saga_bycontext <- saga[, .(CONTEXT = unlist(tstrsplit(CONTEXT,\":\"))), by=c(\"ID\")]\n", "saga_bycontext <- saga_bycontext[,.(CONTEXT = unique(CONTEXT)),by=ID][,WEIGHT := 1]\n", "saga_context <- saga_bycontext\n", "saga_context[,CONTEXT := ..concepts$NAME[match(CONTEXT,..concepts$HASH)]]\n", "\n", "head(saga_concepts)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, the next two cells are large blocks of code that do the same thing for the Sagas and Jardabok for each type of concept. \n", "\n", "1. The script gets rid of any concepts present in every observation, since they do not provide any useful information in terms of comparison.\n", "2. It makes sure that the matched, related, and contextual data.tables have the same column names,\n", "3. It merges the three data.tables into the same one, summing the weights to get absolute measures of how closely-related a concept is to an observation. So if it's listed as both \"matched\" and \"contextual\", the weight is 3 + 1 = 4" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 3
IDCONCEPTWEIGHT
<chr><chr><dbl>
5FC9E27E7C39E36162AF5123agricultural landscape3
5FC9E27E7C39E36162AF5123bishops church 3
5FC9E27E7C39E36162AF5123built environment 3
5FC9E27E7C39E36162AF5123church farm 3
5FC9E27E7C39E36162AF5123cultivation farming 3
5FC9E27E7C39E36162AF5123domestic animal 3
\n" ], "text/latex": [ "A data.table: 6 × 3\n", "\\begin{tabular}{lll}\n", " ID & CONCEPT & WEIGHT\\\\\n", " & & \\\\\n", "\\hline\n", "\t 5FC9E27E7C39E36162AF5123 & agricultural landscape & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & bishops church & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & built environment & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & church farm & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & cultivation farming & 3\\\\\n", "\t 5FC9E27E7C39E36162AF5123 & domestic animal & 3\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 3\n", "\n", "| ID <chr> | CONCEPT <chr> | WEIGHT <dbl> |\n", "|---|---|---|\n", "| 5FC9E27E7C39E36162AF5123 | agricultural landscape | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | bishops church | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | built environment | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | church farm | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | cultivation farming | 3 |\n", "| 5FC9E27E7C39E36162AF5123 | domestic animal | 3 |\n", "\n" ], "text/plain": [ " ID CONCEPT WEIGHT\n", "1 5FC9E27E7C39E36162AF5123 agricultural landscape 3 \n", "2 5FC9E27E7C39E36162AF5123 bishops church 3 \n", "3 5FC9E27E7C39E36162AF5123 built environment 3 \n", "4 5FC9E27E7C39E36162AF5123 church farm 3 \n", "5 5FC9E27E7C39E36162AF5123 cultivation farming 3 \n", "6 5FC9E27E7C39E36162AF5123 domestic animal 3 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n = length(unique(fhd$ID))\n", "fhd_concepts <- fhd_concepts[,.N,by=CONCEPT][N != n]\n", "fhd_related <- fhd_related[,.N, by=RELATED][N != n]\n", "setnames(fhd_byrelated,\"RELATED\",\"CONCEPT\")\n", "fhd_context <- fhd_context[,.N, by=CONTEXT][N != n]\n", "setnames(fhd_bycontext,\"CONTEXT\",\"CONCEPT\")\n", "\n", "fhd_byconcept <- do.call(rbind,list(fhd_byconcept,fhd_byrelated,fhd_bycontext))\n", "fhd_byconcept[,WEIGHT := sum(WEIGHT),by=.(ID,CONCEPT)]\n", "\n", "head(fhd_byconcept)" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 3
IDCONCEPTWEIGHT
<chr><chr><dbl>
5FC9E2227C39E36162AF2098agricultural landscape3
5FC9E2227C39E36162AF2098animal 3
5FC9E2227C39E36162AF2098animal husbandry 3
5FC9E2227C39E36162AF2098barn 3
5FC9E2227C39E36162AF2098butchery 3
5FC9E2227C39E36162AF2098byre 3
\n" ], "text/latex": [ "A data.table: 6 × 3\n", "\\begin{tabular}{lll}\n", " ID & CONCEPT & WEIGHT\\\\\n", " & & \\\\\n", "\\hline\n", "\t 5FC9E2227C39E36162AF2098 & agricultural landscape & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & animal & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & animal husbandry & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & barn & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & butchery & 3\\\\\n", "\t 5FC9E2227C39E36162AF2098 & byre & 3\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 3\n", "\n", "| ID <chr> | CONCEPT <chr> | WEIGHT <dbl> |\n", "|---|---|---|\n", "| 5FC9E2227C39E36162AF2098 | agricultural landscape | 3 |\n", "| 5FC9E2227C39E36162AF2098 | animal | 3 |\n", "| 5FC9E2227C39E36162AF2098 | animal husbandry | 3 |\n", "| 5FC9E2227C39E36162AF2098 | barn | 3 |\n", "| 5FC9E2227C39E36162AF2098 | butchery | 3 |\n", "| 5FC9E2227C39E36162AF2098 | byre | 3 |\n", "\n" ], "text/plain": [ " ID CONCEPT WEIGHT\n", "1 5FC9E2227C39E36162AF2098 agricultural landscape 3 \n", "2 5FC9E2227C39E36162AF2098 animal 3 \n", "3 5FC9E2227C39E36162AF2098 animal husbandry 3 \n", "4 5FC9E2227C39E36162AF2098 barn 3 \n", "5 5FC9E2227C39E36162AF2098 butchery 3 \n", "6 5FC9E2227C39E36162AF2098 byre 3 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "n = length(unique(saga$ID))\n", "saga_concepts <- saga_concepts[,.N,by=CONCEPT][N != n]\n", "saga_related <- saga_related[,.N, by=RELATED][N != n]\n", "setnames(saga_byrelated,\"RELATED\",\"CONCEPT\")\n", "saga_context <- saga_context[,.N, by=CONTEXT][N != n]\n", "setnames(saga_bycontext,\"CONTEXT\",\"CONCEPT\")\n", "\n", "saga_byconcept <- do.call(rbind,list(saga_byconcept,saga_byrelated,saga_bycontext))\n", "saga_byconcept[,WEIGHT := sum(WEIGHT),by=.(ID,CONCEPT)]\n", "\n", "head(saga_byconcept)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we need to get a list of the concepts we're interested in. These would be the ones that are shared in common between the Jardabok and Sagas databases" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
    \n", "\t
  1. 'agricultural landscape'
  2. \n", "\t
  3. 'cultivation farming'
  4. \n", "\t
  5. 'farm'
  6. \n", "\t
  7. 'managed landscape area'
  8. \n", "\t
  9. 'power'
  10. \n", "\t
  11. 'beach'
  12. \n", "\t
  13. 'coastal ocean'
  14. \n", "\t
  15. 'exchange'
  16. \n", "\t
  17. 'exploration'
  18. \n", "\t
  19. 'humans'
  20. \n", "\t
  21. 'resources'
  22. \n", "\t
  23. 'sea'
  24. \n", "\t
  25. 'whale dolphin'
  26. \n", "\t
  27. 'gathering'
  28. \n", "
\n" ], "text/latex": [ "\\begin{enumerate}\n", "\\item 'agricultural landscape'\n", "\\item 'cultivation farming'\n", "\\item 'farm'\n", "\\item 'managed landscape area'\n", "\\item 'power'\n", "\\item 'beach'\n", "\\item 'coastal ocean'\n", "\\item 'exchange'\n", "\\item 'exploration'\n", "\\item 'humans'\n", "\\item 'resources'\n", "\\item 'sea'\n", "\\item 'whale dolphin'\n", "\\item 'gathering'\n", "\\end{enumerate}\n" ], "text/markdown": [ "1. 'agricultural landscape'\n", "2. 'cultivation farming'\n", "3. 'farm'\n", "4. 'managed landscape area'\n", "5. 'power'\n", "6. 'beach'\n", "7. 'coastal ocean'\n", "8. 'exchange'\n", "9. 'exploration'\n", "10. 'humans'\n", "11. 'resources'\n", "12. 'sea'\n", "13. 'whale dolphin'\n", "14. 'gathering'\n", "\n", "\n" ], "text/plain": [ "[[1]]\n", "[1] \"agricultural landscape\"\n", "\n", "[[2]]\n", "[1] \"cultivation farming\"\n", "\n", "[[3]]\n", "[1] \"farm\"\n", "\n", "[[4]]\n", "[1] \"managed landscape area\"\n", "\n", "[[5]]\n", "[1] \"power\"\n", "\n", "[[6]]\n", "[1] \"beach\"\n", "\n", "[[7]]\n", "[1] \"coastal ocean\"\n", "\n", "[[8]]\n", "[1] \"exchange\"\n", "\n", "[[9]]\n", "[1] \"exploration\"\n", "\n", "[[10]]\n", "[1] \"humans\"\n", "\n", "[[11]]\n", "[1] \"resources\"\n", "\n", "[[12]]\n", "[1] \"sea\"\n", "\n", "[[13]]\n", "[1] \"whale dolphin\"\n", "\n", "[[14]]\n", "[1] \"gathering\"\n" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "var_list <- unique(saga_byconcept$CONCEPT[saga_byconcept$CONCEPT %in% fhd_byconcept$CONCEPT])\n", "var_list <- na.omit(var_list)\n", "\n", "as.list(var_list)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Each unique concept and observation has its own row. We need to cast these so that each concept has its own column, with the entry being the weights and the rows representing each observation. " ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 15
IDagricultural landscapebeachcoastal oceancultivation farmingexchangeexplorationfarmgatheringhumansmanaged landscape areapowerresourcesseawhale dolphin
<chr><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl>
5FC9E27E7C39E36162AF511B00030330300000
5FC9E27E7C39E36162AF511C00030330300000
5FC9E27E7C39E36162AF511D00000330300000
5FC9E27E7C39E36162AF511E00030330300000
5FC9E27E7C39E36162AF511F00000330300000
5FC9E27E7C39E36162AF512000000330300000
\n" ], "text/latex": [ "A data.table: 6 × 15\n", "\\begin{tabular}{lllllllllllllll}\n", " ID & agricultural landscape & beach & coastal ocean & cultivation farming & exchange & exploration & farm & gathering & humans & managed landscape area & power & resources & sea & whale dolphin\\\\\n", " & & & & & & & & & & & & & & \\\\\n", "\\hline\n", "\t 5FC9E27E7C39E36162AF511B & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0\\\\\n", "\t 5FC9E27E7C39E36162AF511C & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0\\\\\n", "\t 5FC9E27E7C39E36162AF511D & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0\\\\\n", "\t 5FC9E27E7C39E36162AF511E & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0\\\\\n", "\t 5FC9E27E7C39E36162AF511F & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0\\\\\n", "\t 5FC9E27E7C39E36162AF5120 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 15\n", "\n", "| ID <chr> | agricultural landscape <dbl> | beach <dbl> | coastal ocean <dbl> | cultivation farming <dbl> | exchange <dbl> | exploration <dbl> | farm <dbl> | gathering <dbl> | humans <dbl> | managed landscape area <dbl> | power <dbl> | resources <dbl> | sea <dbl> | whale dolphin <dbl> |\n", "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", "| 5FC9E27E7C39E36162AF511B | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 |\n", "| 5FC9E27E7C39E36162AF511C | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 |\n", "| 5FC9E27E7C39E36162AF511D | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 |\n", "| 5FC9E27E7C39E36162AF511E | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 |\n", "| 5FC9E27E7C39E36162AF511F | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 |\n", "| 5FC9E27E7C39E36162AF5120 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 |\n", "\n" ], "text/plain": [ " ID agricultural landscape beach coastal ocean\n", "1 5FC9E27E7C39E36162AF511B 0 0 0 \n", "2 5FC9E27E7C39E36162AF511C 0 0 0 \n", "3 5FC9E27E7C39E36162AF511D 0 0 0 \n", "4 5FC9E27E7C39E36162AF511E 0 0 0 \n", "5 5FC9E27E7C39E36162AF511F 0 0 0 \n", "6 5FC9E27E7C39E36162AF5120 0 0 0 \n", " cultivation farming exchange exploration farm gathering humans\n", "1 3 0 3 3 0 3 \n", "2 3 0 3 3 0 3 \n", "3 0 0 3 3 0 3 \n", "4 3 0 3 3 0 3 \n", "5 0 0 3 3 0 3 \n", "6 0 0 3 3 0 3 \n", " managed landscape area power resources sea whale dolphin\n", "1 0 0 0 0 0 \n", "2 0 0 0 0 0 \n", "3 0 0 0 0 0 \n", "4 0 0 0 0 0 \n", "5 0 0 0 0 0 \n", "6 0 0 0 0 0 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fhd_byconcept <- fhd_byconcept[CONCEPT %in% var_list] # Get only the concepts of interest\n", "fhd_byconcept <- dcast(fhd_byconcept, ID+WEIGHT~CONCEPT, value.var=\"WEIGHT\",\n", " fun.aggregate = mean) # Cast the concepts into their own rows\n", "\n", "fhd_byconcept <- setDT(fhd_byconcept)[order(ID), \n", " lapply(.SD, function(x) x[!is.na(x) & x != \"\"][1]), \n", " by=ID] # Smush them so that there's only one row per observation\n", "setnafill(fhd_byconcept,fill=0,cols=var_list) # If a concept doesn't apply, give it weight of 1\n", "fhd_byconcept[, SUM := rowSums(.SD),.SDcols=var_list][, c(\"WEIGHT\",\"SUM\") := NULL]\n", "head(fhd_byconcept)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's reincorporate the concepts into a data.table with the resource table we'll predict later on. We'll save it to a new fhd_rf variable that we'll use for the Random Forest classification." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 1055 × 18
IDagricultural landscapebeachcoastal oceancultivation farmingexchangeexplorationfarmgatheringhumansmanaged landscape areapowerresourcesseawhale dolphinXYENTRY
<chr><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><fct>
5FC9E27E7C39E36162AF51343303333033300013921103-2922671driftwood
5FC9E27E7C39E36162AF51343303333033300013921103-2922671outfield pasture
5FC9E27E7C39E36162AF51343303333033300013921103-2922671woodland
5FC9E27E7C39E36162AF51363003033033300013914266-2921322outfield pasture
5FC9E27E7C39E36162AF51373303333033300013927346-2921497outfield pasture
5FC9E27E7C39E36162AF51373303333033300013927346-2921497pasture
5FC9E27E7C39E36162AF51373303333033300013927346-2921497pasture
5FC9E27E7C39E36162AF51373303333033300013927346-2921497woodland
5FC9E27E7C39E36162AF51393003033033300013909886-2920307outfield pasture
5FC9E27E7C39E36162AF513B3003033033300013919323-2923124outfield pasture
5FC9E27E7C39E36162AF513C3003033033300013922834-2921007outfield pasture
5FC9E27E7C39E36162AF513C3003033033300013922834-2921007trout
5FC9E27E7C39E36162AF513F3003033033300013888180-2913645outfield pasture
5FC9E27E7C39E36162AF51463003033033300013903372-2917264outfield pasture
5FC9E27E7C39E36162AF51B33333033333303313811594-2731003beached whale
5FC9E27E7C39E36162AF51B33333033333303313811594-2731003beached whale
5FC9E27E7C39E36162AF51B33333033333303313811594-2731003driftwood
5FC9E27E7C39E36162AF51B33333033333303313811594-2731003driftwood
5FC9E27E7C39E36162AF542D3303333033300013816409-2757454pasture
5FC9E27E7C39E36162AF542D3303333033300013816409-2757454woodland
5FC9E27E7C39E36162AF54323303333033300013818294-2766260woodland
5FC9E27E7C39E36162AF54C03333033333303314552905-3376286beached whale
5FC9E27E7C39E36162AF54C03333033333303314552905-3376286beached whale
5FC9E27E7C39E36162AF54C03333033333303314552905-3376286beached whale
5FC9E27E7C39E36162AF54C03333033333303314552905-3376286beached whale
5FC9E27E7C39E36162AF54C03333033333303314552905-3376286driftwood
5FC9E27E7C39E36162AF54C03333033333303314552905-3376286driftwood
5FC9E27E7C39E36162AF54C03333033333303314552905-3376286driftwood
5FC9E27E7C39E36162AF54C03333033333303314552905-3376286driftwood
5FC9E27E7C39E36162AF54C03333033333303314552905-3376286driftwood
5FC9E27F7C39E36162AF5EB00003033030000014154179-3023916shieling place
5FC9E27F7C39E36162AF5EB10003033030000014118058-3021944hay
5FC9E27F7C39E36162AF5EB60003033030000014157458-3024670hay
5FC9E27F7C39E36162AF5EB90003033030000014150803-3022316ship place
5FC9E27F7C39E36162AF5EBA0003033030000014156580-3018872pasture
5FC9E27F7C39E36162AF5EC20003033030000014072307-3012047pasture
5FC9E27F7C39E36162AF5EC80003033030000014083534-3031668pasture
5FC9E27F7C39E36162AF5ECB0003033030000014068034-3004768pasture
5FC9E27F7C39E36162AF5ED60003033030000014101932-3030110hay
5FC9E27F7C39E36162AF5EE20003033030000014654545-3582477pasture
5FC9E27F7C39E36162AF5EE50003033030000014638403-3572114ship place
5FC9E27F7C39E36162AF5F0D0003033030000014099572-3136776pasture
5FC9E27F7C39E36162AF5F130003033030000014094606-3134687outfield pasture
5FC9E27F7C39E36162AF5F140003033030000014087044-3123400hay
5FC9E27F7C39E36162AF5F140003033030000014087044-3123400outfield pasture
5FC9E27F7C39E36162AF5F160003033030000014070207-3139797pasture
5FC9E27F7C39E36162AF5F170003033030000014089921-3140868driftwood
5FC9E27F7C39E36162AF5F170003033030000014089921-3140868outfield pasture
5FC9E27F7C39E36162AF5F170003033030000014089921-3140868shieling place
5FC9E27F7C39E36162AF5F1A0003033030000014084666-3106467outfield pasture
5FC9E27F7C39E36162AF5F300003033030000013912373-2746480hay
5FC9E27F7C39E36162AF5F300003033030000013912373-2746480pasture
5FC9E27E7C39E36162AF52990000033030000013972406-2996031pasture
5FC9E27E7C39E36162AF52BA0000033030000014018549-3013242pasture
5FC9E27E7C39E36162AF52BA0000033030000014018549-3013242peat
5FC9E27F7C39E36162AF5BD40000033030000014020276-2938536pasture
5FC9E27F7C39E36162AF5BD40000033030000014020276-2938536pasture
5FC9E27F7C39E36162AF5BD40000033030000014020276-2938536pasture
5FC9E27F7C39E36162AF5BD40000033030000014020276-2938536pasture
5FC9E27F7C39E36162AF5F0C0000033030000014095349-3121047pasture
\n" ], "text/latex": [ "A data.table: 1055 × 18\n", "\\begin{tabular}{llllllllllllllllll}\n", " ID & agricultural landscape & beach & coastal ocean & cultivation farming & exchange & exploration & farm & gathering & humans & managed landscape area & power & resources & sea & whale dolphin & X & Y & ENTRY\\\\\n", " & & & & & & & & & & & & & & & & & \\\\\n", "\\hline\n", "\t 5FC9E27E7C39E36162AF5134 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13921103 & -2922671 & driftwood \\\\\n", "\t 5FC9E27E7C39E36162AF5134 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13921103 & -2922671 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF5134 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13921103 & -2922671 & woodland \\\\\n", "\t 5FC9E27E7C39E36162AF5136 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13914266 & -2921322 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF5137 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13927346 & -2921497 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF5137 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13927346 & -2921497 & pasture \\\\\n", "\t 5FC9E27E7C39E36162AF5137 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13927346 & -2921497 & pasture \\\\\n", "\t 5FC9E27E7C39E36162AF5137 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13927346 & -2921497 & woodland \\\\\n", "\t 5FC9E27E7C39E36162AF5139 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13909886 & -2920307 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF513B & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13919323 & -2923124 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF513C & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13922834 & -2921007 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF513C & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13922834 & -2921007 & trout \\\\\n", "\t 5FC9E27E7C39E36162AF513F & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13888180 & -2913645 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF5146 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13903372 & -2917264 & outfield pasture\\\\\n", "\t 5FC9E27E7C39E36162AF51B3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 13811594 & -2731003 & beached whale \\\\\n", "\t 5FC9E27E7C39E36162AF51B3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 13811594 & -2731003 & beached whale \\\\\n", "\t 5FC9E27E7C39E36162AF51B3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 13811594 & -2731003 & driftwood \\\\\n", "\t 5FC9E27E7C39E36162AF51B3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 13811594 & -2731003 & driftwood \\\\\n", "\t 5FC9E27E7C39E36162AF542D & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13816409 & -2757454 & pasture \\\\\n", "\t 5FC9E27E7C39E36162AF542D & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13816409 & -2757454 & woodland \\\\\n", "\t 5FC9E27E7C39E36162AF5432 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13818294 & -2766260 & woodland \\\\\n", "\t 5FC9E27E7C39E36162AF54C0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14552905 & -3376286 & beached whale \\\\\n", "\t 5FC9E27E7C39E36162AF54C0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14552905 & -3376286 & beached whale \\\\\n", "\t 5FC9E27E7C39E36162AF54C0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14552905 & -3376286 & beached whale \\\\\n", "\t 5FC9E27E7C39E36162AF54C0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14552905 & -3376286 & beached whale \\\\\n", "\t 5FC9E27E7C39E36162AF54C0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14552905 & -3376286 & driftwood \\\\\n", "\t 5FC9E27E7C39E36162AF54C0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14552905 & -3376286 & driftwood \\\\\n", "\t 5FC9E27E7C39E36162AF54C0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14552905 & -3376286 & driftwood \\\\\n", "\t 5FC9E27E7C39E36162AF54C0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14552905 & -3376286 & driftwood \\\\\n", "\t 5FC9E27E7C39E36162AF54C0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14552905 & -3376286 & driftwood \\\\\n", "\t ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n", "\t 5FC9E27F7C39E36162AF5EB0 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14154179 & -3023916 & shieling place \\\\\n", "\t 5FC9E27F7C39E36162AF5EB1 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14118058 & -3021944 & hay \\\\\n", "\t 5FC9E27F7C39E36162AF5EB6 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14157458 & -3024670 & hay \\\\\n", "\t 5FC9E27F7C39E36162AF5EB9 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14150803 & -3022316 & ship place \\\\\n", "\t 5FC9E27F7C39E36162AF5EBA & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14156580 & -3018872 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5EC2 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14072307 & -3012047 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5EC8 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14083534 & -3031668 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5ECB & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14068034 & -3004768 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5ED6 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14101932 & -3030110 & hay \\\\\n", "\t 5FC9E27F7C39E36162AF5EE2 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14654545 & -3582477 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5EE5 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14638403 & -3572114 & ship place \\\\\n", "\t 5FC9E27F7C39E36162AF5F0D & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14099572 & -3136776 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5F13 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14094606 & -3134687 & outfield pasture\\\\\n", "\t 5FC9E27F7C39E36162AF5F14 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14087044 & -3123400 & hay \\\\\n", "\t 5FC9E27F7C39E36162AF5F14 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14087044 & -3123400 & outfield pasture\\\\\n", "\t 5FC9E27F7C39E36162AF5F16 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14070207 & -3139797 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5F17 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14089921 & -3140868 & driftwood \\\\\n", "\t 5FC9E27F7C39E36162AF5F17 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14089921 & -3140868 & outfield pasture\\\\\n", "\t 5FC9E27F7C39E36162AF5F17 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14089921 & -3140868 & shieling place \\\\\n", "\t 5FC9E27F7C39E36162AF5F1A & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14084666 & -3106467 & outfield pasture\\\\\n", "\t 5FC9E27F7C39E36162AF5F30 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13912373 & -2746480 & hay \\\\\n", "\t 5FC9E27F7C39E36162AF5F30 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13912373 & -2746480 & pasture \\\\\n", "\t 5FC9E27E7C39E36162AF5299 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13972406 & -2996031 & pasture \\\\\n", "\t 5FC9E27E7C39E36162AF52BA & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14018549 & -3013242 & pasture \\\\\n", "\t 5FC9E27E7C39E36162AF52BA & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14018549 & -3013242 & peat \\\\\n", "\t 5FC9E27F7C39E36162AF5BD4 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14020276 & -2938536 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5BD4 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14020276 & -2938536 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5BD4 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14020276 & -2938536 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5BD4 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14020276 & -2938536 & pasture \\\\\n", "\t 5FC9E27F7C39E36162AF5F0C & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14095349 & -3121047 & pasture \\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 1055 × 18\n", "\n", "| ID <chr> | agricultural landscape <dbl> | beach <dbl> | coastal ocean <dbl> | cultivation farming <dbl> | exchange <dbl> | exploration <dbl> | farm <dbl> | gathering <dbl> | humans <dbl> | managed landscape area <dbl> | power <dbl> | resources <dbl> | sea <dbl> | whale dolphin <dbl> | X <dbl> | Y <dbl> | ENTRY <fct> |\n", "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", "| 5FC9E27E7C39E36162AF5134 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13921103 | -2922671 | driftwood |\n", "| 5FC9E27E7C39E36162AF5134 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13921103 | -2922671 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF5134 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13921103 | -2922671 | woodland |\n", "| 5FC9E27E7C39E36162AF5136 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13914266 | -2921322 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF5137 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13927346 | -2921497 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF5137 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13927346 | -2921497 | pasture |\n", "| 5FC9E27E7C39E36162AF5137 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13927346 | -2921497 | pasture |\n", "| 5FC9E27E7C39E36162AF5137 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13927346 | -2921497 | woodland |\n", "| 5FC9E27E7C39E36162AF5139 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13909886 | -2920307 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF513B | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13919323 | -2923124 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF513C | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13922834 | -2921007 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF513C | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13922834 | -2921007 | trout |\n", "| 5FC9E27E7C39E36162AF513F | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13888180 | -2913645 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF5146 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13903372 | -2917264 | outfield pasture |\n", "| 5FC9E27E7C39E36162AF51B3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 13811594 | -2731003 | beached whale |\n", "| 5FC9E27E7C39E36162AF51B3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 13811594 | -2731003 | beached whale |\n", "| 5FC9E27E7C39E36162AF51B3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 13811594 | -2731003 | driftwood |\n", "| 5FC9E27E7C39E36162AF51B3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 13811594 | -2731003 | driftwood |\n", "| 5FC9E27E7C39E36162AF542D | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13816409 | -2757454 | pasture |\n", "| 5FC9E27E7C39E36162AF542D | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13816409 | -2757454 | woodland |\n", "| 5FC9E27E7C39E36162AF5432 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13818294 | -2766260 | woodland |\n", "| 5FC9E27E7C39E36162AF54C0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14552905 | -3376286 | beached whale |\n", "| 5FC9E27E7C39E36162AF54C0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14552905 | -3376286 | beached whale |\n", "| 5FC9E27E7C39E36162AF54C0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14552905 | -3376286 | beached whale |\n", "| 5FC9E27E7C39E36162AF54C0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14552905 | -3376286 | beached whale |\n", "| 5FC9E27E7C39E36162AF54C0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14552905 | -3376286 | driftwood |\n", "| 5FC9E27E7C39E36162AF54C0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14552905 | -3376286 | driftwood |\n", "| 5FC9E27E7C39E36162AF54C0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14552905 | -3376286 | driftwood |\n", "| 5FC9E27E7C39E36162AF54C0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14552905 | -3376286 | driftwood |\n", "| 5FC9E27E7C39E36162AF54C0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14552905 | -3376286 | driftwood |\n", "| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |\n", "| 5FC9E27F7C39E36162AF5EB0 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14154179 | -3023916 | shieling place |\n", "| 5FC9E27F7C39E36162AF5EB1 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14118058 | -3021944 | hay |\n", "| 5FC9E27F7C39E36162AF5EB6 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14157458 | -3024670 | hay |\n", "| 5FC9E27F7C39E36162AF5EB9 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14150803 | -3022316 | ship place |\n", "| 5FC9E27F7C39E36162AF5EBA | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14156580 | -3018872 | pasture |\n", "| 5FC9E27F7C39E36162AF5EC2 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14072307 | -3012047 | pasture |\n", "| 5FC9E27F7C39E36162AF5EC8 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14083534 | -3031668 | pasture |\n", "| 5FC9E27F7C39E36162AF5ECB | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14068034 | -3004768 | pasture |\n", "| 5FC9E27F7C39E36162AF5ED6 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14101932 | -3030110 | hay |\n", "| 5FC9E27F7C39E36162AF5EE2 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14654545 | -3582477 | pasture |\n", "| 5FC9E27F7C39E36162AF5EE5 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14638403 | -3572114 | ship place |\n", "| 5FC9E27F7C39E36162AF5F0D | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14099572 | -3136776 | pasture |\n", "| 5FC9E27F7C39E36162AF5F13 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14094606 | -3134687 | outfield pasture |\n", "| 5FC9E27F7C39E36162AF5F14 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14087044 | -3123400 | hay |\n", "| 5FC9E27F7C39E36162AF5F14 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14087044 | -3123400 | outfield pasture |\n", "| 5FC9E27F7C39E36162AF5F16 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14070207 | -3139797 | pasture |\n", "| 5FC9E27F7C39E36162AF5F17 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14089921 | -3140868 | driftwood |\n", "| 5FC9E27F7C39E36162AF5F17 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14089921 | -3140868 | outfield pasture |\n", "| 5FC9E27F7C39E36162AF5F17 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14089921 | -3140868 | shieling place |\n", "| 5FC9E27F7C39E36162AF5F1A | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14084666 | -3106467 | outfield pasture |\n", "| 5FC9E27F7C39E36162AF5F30 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13912373 | -2746480 | hay |\n", "| 5FC9E27F7C39E36162AF5F30 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13912373 | -2746480 | pasture |\n", "| 5FC9E27E7C39E36162AF5299 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13972406 | -2996031 | pasture |\n", "| 5FC9E27E7C39E36162AF52BA | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14018549 | -3013242 | pasture |\n", "| 5FC9E27E7C39E36162AF52BA | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14018549 | -3013242 | peat |\n", "| 5FC9E27F7C39E36162AF5BD4 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14020276 | -2938536 | pasture |\n", "| 5FC9E27F7C39E36162AF5BD4 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14020276 | -2938536 | pasture |\n", "| 5FC9E27F7C39E36162AF5BD4 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14020276 | -2938536 | pasture |\n", "| 5FC9E27F7C39E36162AF5BD4 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14020276 | -2938536 | pasture |\n", "| 5FC9E27F7C39E36162AF5F0C | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14095349 | -3121047 | pasture |\n", "\n" ], "text/plain": [ " ID agricultural landscape beach coastal ocean\n", "1 5FC9E27E7C39E36162AF5134 3 3 0 \n", "2 5FC9E27E7C39E36162AF5134 3 3 0 \n", "3 5FC9E27E7C39E36162AF5134 3 3 0 \n", "4 5FC9E27E7C39E36162AF5136 3 0 0 \n", "5 5FC9E27E7C39E36162AF5137 3 3 0 \n", "6 5FC9E27E7C39E36162AF5137 3 3 0 \n", "7 5FC9E27E7C39E36162AF5137 3 3 0 \n", "8 5FC9E27E7C39E36162AF5137 3 3 0 \n", "9 5FC9E27E7C39E36162AF5139 3 0 0 \n", "10 5FC9E27E7C39E36162AF513B 3 0 0 \n", "11 5FC9E27E7C39E36162AF513C 3 0 0 \n", "12 5FC9E27E7C39E36162AF513C 3 0 0 \n", "13 5FC9E27E7C39E36162AF513F 3 0 0 \n", "14 5FC9E27E7C39E36162AF5146 3 0 0 \n", "15 5FC9E27E7C39E36162AF51B3 3 3 3 \n", "16 5FC9E27E7C39E36162AF51B3 3 3 3 \n", "17 5FC9E27E7C39E36162AF51B3 3 3 3 \n", "18 5FC9E27E7C39E36162AF51B3 3 3 3 \n", "19 5FC9E27E7C39E36162AF542D 3 3 0 \n", "20 5FC9E27E7C39E36162AF542D 3 3 0 \n", "21 5FC9E27E7C39E36162AF5432 3 3 0 \n", "22 5FC9E27E7C39E36162AF54C0 3 3 3 \n", "23 5FC9E27E7C39E36162AF54C0 3 3 3 \n", "24 5FC9E27E7C39E36162AF54C0 3 3 3 \n", "25 5FC9E27E7C39E36162AF54C0 3 3 3 \n", "26 5FC9E27E7C39E36162AF54C0 3 3 3 \n", "27 5FC9E27E7C39E36162AF54C0 3 3 3 \n", "28 5FC9E27E7C39E36162AF54C0 3 3 3 \n", "29 5FC9E27E7C39E36162AF54C0 3 3 3 \n", "30 5FC9E27E7C39E36162AF54C0 3 3 3 \n", "⋮ ⋮ ⋮ ⋮ ⋮ \n", "1026 5FC9E27F7C39E36162AF5EB0 0 0 0 \n", "1027 5FC9E27F7C39E36162AF5EB1 0 0 0 \n", "1028 5FC9E27F7C39E36162AF5EB6 0 0 0 \n", "1029 5FC9E27F7C39E36162AF5EB9 0 0 0 \n", "1030 5FC9E27F7C39E36162AF5EBA 0 0 0 \n", "1031 5FC9E27F7C39E36162AF5EC2 0 0 0 \n", "1032 5FC9E27F7C39E36162AF5EC8 0 0 0 \n", "1033 5FC9E27F7C39E36162AF5ECB 0 0 0 \n", "1034 5FC9E27F7C39E36162AF5ED6 0 0 0 \n", "1035 5FC9E27F7C39E36162AF5EE2 0 0 0 \n", "1036 5FC9E27F7C39E36162AF5EE5 0 0 0 \n", "1037 5FC9E27F7C39E36162AF5F0D 0 0 0 \n", "1038 5FC9E27F7C39E36162AF5F13 0 0 0 \n", "1039 5FC9E27F7C39E36162AF5F14 0 0 0 \n", "1040 5FC9E27F7C39E36162AF5F14 0 0 0 \n", "1041 5FC9E27F7C39E36162AF5F16 0 0 0 \n", "1042 5FC9E27F7C39E36162AF5F17 0 0 0 \n", "1043 5FC9E27F7C39E36162AF5F17 0 0 0 \n", "1044 5FC9E27F7C39E36162AF5F17 0 0 0 \n", "1045 5FC9E27F7C39E36162AF5F1A 0 0 0 \n", "1046 5FC9E27F7C39E36162AF5F30 0 0 0 \n", "1047 5FC9E27F7C39E36162AF5F30 0 0 0 \n", "1048 5FC9E27E7C39E36162AF5299 0 0 0 \n", "1049 5FC9E27E7C39E36162AF52BA 0 0 0 \n", "1050 5FC9E27E7C39E36162AF52BA 0 0 0 \n", "1051 5FC9E27F7C39E36162AF5BD4 0 0 0 \n", "1052 5FC9E27F7C39E36162AF5BD4 0 0 0 \n", "1053 5FC9E27F7C39E36162AF5BD4 0 0 0 \n", "1054 5FC9E27F7C39E36162AF5BD4 0 0 0 \n", "1055 5FC9E27F7C39E36162AF5F0C 0 0 0 \n", " cultivation farming exchange exploration farm gathering humans\n", "1 3 3 3 3 0 3 \n", "2 3 3 3 3 0 3 \n", "3 3 3 3 3 0 3 \n", "4 3 0 3 3 0 3 \n", "5 3 3 3 3 0 3 \n", "6 3 3 3 3 0 3 \n", "7 3 3 3 3 0 3 \n", "8 3 3 3 3 0 3 \n", "9 3 0 3 3 0 3 \n", "10 3 0 3 3 0 3 \n", "11 3 0 3 3 0 3 \n", "12 3 0 3 3 0 3 \n", "13 3 0 3 3 0 3 \n", "14 3 0 3 3 0 3 \n", "15 3 0 3 3 3 3 \n", "16 3 0 3 3 3 3 \n", "17 3 0 3 3 3 3 \n", "18 3 0 3 3 3 3 \n", "19 3 3 3 3 0 3 \n", "20 3 3 3 3 0 3 \n", "21 3 3 3 3 0 3 \n", "22 3 0 3 3 3 3 \n", "23 3 0 3 3 3 3 \n", "24 3 0 3 3 3 3 \n", "25 3 0 3 3 3 3 \n", "26 3 0 3 3 3 3 \n", "27 3 0 3 3 3 3 \n", "28 3 0 3 3 3 3 \n", "29 3 0 3 3 3 3 \n", "30 3 0 3 3 3 3 \n", "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", "1026 3 0 3 3 0 3 \n", "1027 3 0 3 3 0 3 \n", "1028 3 0 3 3 0 3 \n", "1029 3 0 3 3 0 3 \n", "1030 3 0 3 3 0 3 \n", "1031 3 0 3 3 0 3 \n", "1032 3 0 3 3 0 3 \n", "1033 3 0 3 3 0 3 \n", "1034 3 0 3 3 0 3 \n", "1035 3 0 3 3 0 3 \n", "1036 3 0 3 3 0 3 \n", "1037 3 0 3 3 0 3 \n", "1038 3 0 3 3 0 3 \n", "1039 3 0 3 3 0 3 \n", "1040 3 0 3 3 0 3 \n", "1041 3 0 3 3 0 3 \n", "1042 3 0 3 3 0 3 \n", "1043 3 0 3 3 0 3 \n", "1044 3 0 3 3 0 3 \n", "1045 3 0 3 3 0 3 \n", "1046 3 0 3 3 0 3 \n", "1047 3 0 3 3 0 3 \n", "1048 0 0 3 3 0 3 \n", "1049 0 0 3 3 0 3 \n", "1050 0 0 3 3 0 3 \n", "1051 0 0 3 3 0 3 \n", "1052 0 0 3 3 0 3 \n", "1053 0 0 3 3 0 3 \n", "1054 0 0 3 3 0 3 \n", "1055 0 0 3 3 0 3 \n", " managed landscape area power resources sea whale dolphin X \n", "1 3 3 0 0 0 13921103\n", "2 3 3 0 0 0 13921103\n", "3 3 3 0 0 0 13921103\n", "4 3 3 0 0 0 13914266\n", "5 3 3 0 0 0 13927346\n", "6 3 3 0 0 0 13927346\n", "7 3 3 0 0 0 13927346\n", "8 3 3 0 0 0 13927346\n", "9 3 3 0 0 0 13909886\n", "10 3 3 0 0 0 13919323\n", "11 3 3 0 0 0 13922834\n", "12 3 3 0 0 0 13922834\n", "13 3 3 0 0 0 13888180\n", "14 3 3 0 0 0 13903372\n", "15 3 3 0 3 3 13811594\n", "16 3 3 0 3 3 13811594\n", "17 3 3 0 3 3 13811594\n", "18 3 3 0 3 3 13811594\n", "19 3 3 0 0 0 13816409\n", "20 3 3 0 0 0 13816409\n", "21 3 3 0 0 0 13818294\n", "22 3 3 0 3 3 14552905\n", "23 3 3 0 3 3 14552905\n", "24 3 3 0 3 3 14552905\n", "25 3 3 0 3 3 14552905\n", "26 3 3 0 3 3 14552905\n", "27 3 3 0 3 3 14552905\n", "28 3 3 0 3 3 14552905\n", "29 3 3 0 3 3 14552905\n", "30 3 3 0 3 3 14552905\n", "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", "1026 0 0 0 0 0 14154179\n", "1027 0 0 0 0 0 14118058\n", "1028 0 0 0 0 0 14157458\n", "1029 0 0 0 0 0 14150803\n", "1030 0 0 0 0 0 14156580\n", "1031 0 0 0 0 0 14072307\n", "1032 0 0 0 0 0 14083534\n", "1033 0 0 0 0 0 14068034\n", "1034 0 0 0 0 0 14101932\n", "1035 0 0 0 0 0 14654545\n", "1036 0 0 0 0 0 14638403\n", "1037 0 0 0 0 0 14099572\n", "1038 0 0 0 0 0 14094606\n", "1039 0 0 0 0 0 14087044\n", "1040 0 0 0 0 0 14087044\n", "1041 0 0 0 0 0 14070207\n", "1042 0 0 0 0 0 14089921\n", "1043 0 0 0 0 0 14089921\n", "1044 0 0 0 0 0 14089921\n", "1045 0 0 0 0 0 14084666\n", "1046 0 0 0 0 0 13912373\n", "1047 0 0 0 0 0 13912373\n", "1048 0 0 0 0 0 13972406\n", "1049 0 0 0 0 0 14018549\n", "1050 0 0 0 0 0 14018549\n", "1051 0 0 0 0 0 14020276\n", "1052 0 0 0 0 0 14020276\n", "1053 0 0 0 0 0 14020276\n", "1054 0 0 0 0 0 14020276\n", "1055 0 0 0 0 0 14095349\n", " Y ENTRY \n", "1 -2922671 driftwood \n", "2 -2922671 outfield pasture\n", "3 -2922671 woodland \n", "4 -2921322 outfield pasture\n", "5 -2921497 outfield pasture\n", "6 -2921497 pasture \n", "7 -2921497 pasture \n", "8 -2921497 woodland \n", "9 -2920307 outfield pasture\n", "10 -2923124 outfield pasture\n", "11 -2921007 outfield pasture\n", "12 -2921007 trout \n", "13 -2913645 outfield pasture\n", "14 -2917264 outfield pasture\n", "15 -2731003 beached whale \n", "16 -2731003 beached whale \n", "17 -2731003 driftwood \n", "18 -2731003 driftwood \n", "19 -2757454 pasture \n", "20 -2757454 woodland \n", "21 -2766260 woodland \n", "22 -3376286 beached whale \n", "23 -3376286 beached whale \n", "24 -3376286 beached whale \n", "25 -3376286 beached whale \n", "26 -3376286 driftwood \n", "27 -3376286 driftwood \n", "28 -3376286 driftwood \n", "29 -3376286 driftwood \n", "30 -3376286 driftwood \n", "⋮ ⋮ ⋮ \n", "1026 -3023916 shieling place \n", "1027 -3021944 hay \n", "1028 -3024670 hay \n", "1029 -3022316 ship place \n", "1030 -3018872 pasture \n", "1031 -3012047 pasture \n", "1032 -3031668 pasture \n", "1033 -3004768 pasture \n", "1034 -3030110 hay \n", "1035 -3582477 pasture \n", "1036 -3572114 ship place \n", "1037 -3136776 pasture \n", "1038 -3134687 outfield pasture\n", "1039 -3123400 hay \n", "1040 -3123400 outfield pasture\n", "1041 -3139797 pasture \n", "1042 -3140868 driftwood \n", "1043 -3140868 outfield pasture\n", "1044 -3140868 shieling place \n", "1045 -3106467 outfield pasture\n", "1046 -2746480 hay \n", "1047 -2746480 pasture \n", "1048 -2996031 pasture \n", "1049 -3013242 pasture \n", "1050 -3013242 peat \n", "1051 -2938536 pasture \n", "1052 -2938536 pasture \n", "1053 -2938536 pasture \n", "1054 -2938536 pasture \n", "1055 -3121047 pasture " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "name <- c(\"RELATIONSHIPS_LOOKUP_RESOURCE_EN\")\n", "fhd_rf <- fhd[CATEGORY %in% name, .(ID,X,Y,ENTRY)]\n", "fhd_rf <- fhd_byconcept[fhd_rf,on=\"ID\"]\n", "fhd_rf[,ENTRY := as.factor(ENTRY)]\n", "fhd_rf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It's wise to make sure that we have enough observations for all of the categories we'll predict, otherwise the classifier will do a poor job. We should also change the class to \"factor\" from character so that RandomForest knows it's nominal. " ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.frame: 20 × 2
xfreq
<fct><int>
beached whale 168
bird hunt 2
driftwood 186
dulse 16
egg 6
hay 98
lamb rearing 10
outfield pasture 111
pasture 187
peat 19
seal 2
shieling place 59
ship place 43
stone 1
toll 1
trout 5
turf 26
twigs 14
use of unoccupied farm 14
woodland 87
\n" ], "text/latex": [ "A data.frame: 20 × 2\n", "\\begin{tabular}{ll}\n", " x & freq\\\\\n", " & \\\\\n", "\\hline\n", "\t beached whale & 168\\\\\n", "\t bird hunt & 2\\\\\n", "\t driftwood & 186\\\\\n", "\t dulse & 16\\\\\n", "\t egg & 6\\\\\n", "\t hay & 98\\\\\n", "\t lamb rearing & 10\\\\\n", "\t outfield pasture & 111\\\\\n", "\t pasture & 187\\\\\n", "\t peat & 19\\\\\n", "\t seal & 2\\\\\n", "\t shieling place & 59\\\\\n", "\t ship place & 43\\\\\n", "\t stone & 1\\\\\n", "\t toll & 1\\\\\n", "\t trout & 5\\\\\n", "\t turf & 26\\\\\n", "\t twigs & 14\\\\\n", "\t use of unoccupied farm & 14\\\\\n", "\t woodland & 87\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.frame: 20 × 2\n", "\n", "| x <fct> | freq <int> |\n", "|---|---|\n", "| beached whale | 168 |\n", "| bird hunt | 2 |\n", "| driftwood | 186 |\n", "| dulse | 16 |\n", "| egg | 6 |\n", "| hay | 98 |\n", "| lamb rearing | 10 |\n", "| outfield pasture | 111 |\n", "| pasture | 187 |\n", "| peat | 19 |\n", "| seal | 2 |\n", "| shieling place | 59 |\n", "| ship place | 43 |\n", "| stone | 1 |\n", "| toll | 1 |\n", "| trout | 5 |\n", "| turf | 26 |\n", "| twigs | 14 |\n", "| use of unoccupied farm | 14 |\n", "| woodland | 87 |\n", "\n" ], "text/plain": [ " x freq\n", "1 beached whale 168 \n", "2 bird hunt 2 \n", "3 driftwood 186 \n", "4 dulse 16 \n", "5 egg 6 \n", "6 hay 98 \n", "7 lamb rearing 10 \n", "8 outfield pasture 111 \n", "9 pasture 187 \n", "10 peat 19 \n", "11 seal 2 \n", "12 shieling place 59 \n", "13 ship place 43 \n", "14 stone 1 \n", "15 toll 1 \n", "16 trout 5 \n", "17 turf 26 \n", "18 twigs 14 \n", "19 use of unoccupied farm 14 \n", "20 woodland 87 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "count(as.character(fhd_rf$ENTRY))\n", "fhd_rf[,ENTRY := unlist(ENTRY)]\n", "fhd_rf <- na.omit(fhd_rf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Since most of the resource types have very few observations, it would be a good idea to combine similar resources into resource types/strategies. The \"Strategies.csv\" file contains a lookup table we could use. We'll import it, and assign a new column based on the relate." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 3
IDENTRYSTRATEGY
<chr><chr><fct>
5FC9E27E7C39E36162AF5134OUTFIELD PASTUREPASTURE
5FC9E27E7C39E36162AF5136OUTFIELD PASTUREPASTURE
5FC9E27E7C39E36162AF5137OUTFIELD PASTUREPASTURE
5FC9E27E7C39E36162AF5139OUTFIELD PASTUREPASTURE
5FC9E27E7C39E36162AF513BOUTFIELD PASTUREPASTURE
5FC9E27E7C39E36162AF513COUTFIELD PASTUREPASTURE
\n" ], "text/latex": [ "A data.table: 6 × 3\n", "\\begin{tabular}{lll}\n", " ID & ENTRY & STRATEGY\\\\\n", " & & \\\\\n", "\\hline\n", "\t 5FC9E27E7C39E36162AF5134 & OUTFIELD PASTURE & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5136 & OUTFIELD PASTURE & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5137 & OUTFIELD PASTURE & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5139 & OUTFIELD PASTURE & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF513B & OUTFIELD PASTURE & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF513C & OUTFIELD PASTURE & PASTURE\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 3\n", "\n", "| ID <chr> | ENTRY <chr> | STRATEGY <fct> |\n", "|---|---|---|\n", "| 5FC9E27E7C39E36162AF5134 | OUTFIELD PASTURE | PASTURE |\n", "| 5FC9E27E7C39E36162AF5136 | OUTFIELD PASTURE | PASTURE |\n", "| 5FC9E27E7C39E36162AF5137 | OUTFIELD PASTURE | PASTURE |\n", "| 5FC9E27E7C39E36162AF5139 | OUTFIELD PASTURE | PASTURE |\n", "| 5FC9E27E7C39E36162AF513B | OUTFIELD PASTURE | PASTURE |\n", "| 5FC9E27E7C39E36162AF513C | OUTFIELD PASTURE | PASTURE |\n", "\n" ], "text/plain": [ " ID ENTRY STRATEGY\n", "1 5FC9E27E7C39E36162AF5134 OUTFIELD PASTURE PASTURE \n", "2 5FC9E27E7C39E36162AF5136 OUTFIELD PASTURE PASTURE \n", "3 5FC9E27E7C39E36162AF5137 OUTFIELD PASTURE PASTURE \n", "4 5FC9E27E7C39E36162AF5139 OUTFIELD PASTURE PASTURE \n", "5 5FC9E27E7C39E36162AF513B OUTFIELD PASTURE PASTURE \n", "6 5FC9E27E7C39E36162AF513C OUTFIELD PASTURE PASTURE " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "strategies <- read.csv('Strategies.csv')\n", "fhd_rf[,ENTRY := toupper(ENTRY)]\n", "fhd_rf <- fhd_rf[strategies,on=\"ENTRY\"]\n", "fhd_rf[, STRATEGY := as.factor(STRATEGY)]\n", "fhd_rf <- na.omit(fhd_rf)\n", "\n", "head(fhd_rf[,.(ID,ENTRY,STRATEGY)])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Running the Model\n", "\n", "Now we need to split our data into training datasets and testing datasets. We first pick random integers representing 10% of all the numbers between 1 and the number of observations. We subset all the observations with indexes matching those randomly-chosen integers into a \"test\" dataset, and all others into a \"train\" dataset" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 949 × 20
IDagricultural landscapebeachcoastal oceancultivation farmingexchangeexplorationfarmgatheringhumansmanaged landscape areapowerresourcesseawhale dolphinXYENTRYFIDSTRATEGY
<chr><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><chr><int><fct>
5FC9E27E7C39E36162AF51343303333033300013921103-2922671OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF51363003033033300013914266-2921322OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF51373303333033300013927346-2921497OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF51393003033033300013909886-2920307OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF513B3003033033300013919323-2923124OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF513C3003033033300013922834-2921007OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF513F3003033033300013888180-2913645OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF51463003033033300013903372-2917264OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55703003033033300013691201-2611398OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55983003033033300013715720-2598655OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55983003033033300013715720-2598655OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55E43003033033300013926750-2852909OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF567D3303333033300013762784-2750176OUTFIELD PASTURE1PASTURE
5FC9E27F7C39E36162AF5C173003033033300013635072-2439813OUTFIELD PASTURE1PASTURE
5FC9E27F7C39E36162AF5D913003033033300013886622-2784247OUTFIELD PASTURE1PASTURE
5FC9E27F7C39E36162AF5A0D0333333333303313596991-2420983OUTFIELD PASTURE1PASTURE
5FC9E27F7C39E36162AF5C140303333033300013515497-2428548OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF511B0003033030000013829221-2883797OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF511E0003033030000013834856-2887327OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF51310003033030000013926179-2915272OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF51320003033030000013849797-2897685OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF513A0003033030000013920872-2919063OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF51410003033030000013874191-2910306OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF51430003033030000013906166-2919720OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55B60000033030000014001497-2886948OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55D70000033030000013997977-2888052OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55E50000033030000013945779-2876377OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55E60000033030000013928040-2855779OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55E70000033030000013949144-2882869OUTFIELD PASTURE1PASTURE
5FC9E27E7C39E36162AF55E90000033030000013922621-2868979OUTFIELD PASTURE1PASTURE
5FC9E27F7C39E36162AF59803333333333303314604474-3533360DULSE 14MARINE
5FC9E27F7C39E36162AF59870303333033300014618637-3541287DULSE 14MARINE
5FC9E27E7C39E36162AF533E0003033030000014082128-3038293DULSE 14MARINE
5FC9E27F7C39E36162AF5D150003033030000013908495-3406426DULSE 14MARINE
5FC9E27F7C39E36162AF5D1D0003033030000013950748-3436311DULSE 14MARINE
5FC9E27E7C39E36162AF533F0003033030000014083659-3035617DULSE 14MARINE
5FC9E27E7C39E36162AF541C0003033030000014258186-3298538DULSE 14MARINE
5FC9E27F7C39E36162AF5D190003033030000013926057-3419837DULSE 14MARINE
5FC9E27F7C39E36162AF5D210003033030000013925246-3418079DULSE 14MARINE
5FC9E27F7C39E36162AF5D250003033030000013926677-3422624DULSE 14MARINE
5FC9E27F7C39E36162AF5D280003033030000013918598-3412402DULSE 14MARINE
5FC9E27F7C39E36162AF5E030003033030000014076978-3077160DULSE 14MARINE
5FC9E27F7C39E36162AF5C163003033033300013605585-2430025EGG 15OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856EGG 15OTHER
5FC9E27E7C39E36162AF544B3303333033330013811591-2738562EGG 15OTHER
5FC9E27E7C39E36162AF54090003033030000013901120-3395328EGG 15OTHER
5FC9E27E7C39E36162AF54090003033030000013901120-3395328EGG 15OTHER
5FC9E27E7C39E36162AF57010333033330003313725322-2561161TOLL 17OTHER
5FC9E27F7C39E36162AF5DB63003033030030014063979-3082554BIRD HUNT 18OTHER
5FC9E27F7C39E36162AF5A680003033030000014616078-3676046BIRD HUNT 18OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856LAMB REARING19OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856LAMB REARING19OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856LAMB REARING19OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856LAMB REARING19OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856LAMB REARING19OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856LAMB REARING19OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856LAMB REARING19OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856LAMB REARING19OTHER
5FC9E27F7C39E36162AF5B0C3333033330003313472274-2240856LAMB REARING19OTHER
5FC9E27F7C39E36162AF5E030003033030000014076978-3077160SEAL 20MARINE
\n" ], "text/latex": [ "A data.table: 949 × 20\n", "\\begin{tabular}{llllllllllllllllllll}\n", " ID & agricultural landscape & beach & coastal ocean & cultivation farming & exchange & exploration & farm & gathering & humans & managed landscape area & power & resources & sea & whale dolphin & X & Y & ENTRY & FID & STRATEGY\\\\\n", " & & & & & & & & & & & & & & & & & & & \\\\\n", "\\hline\n", "\t 5FC9E27E7C39E36162AF5134 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13921103 & -2922671 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5136 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13914266 & -2921322 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5137 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13927346 & -2921497 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5139 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13909886 & -2920307 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF513B & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13919323 & -2923124 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF513C & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13922834 & -2921007 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF513F & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13888180 & -2913645 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5146 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13903372 & -2917264 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5570 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13691201 & -2611398 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5598 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13715720 & -2598655 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5598 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13715720 & -2598655 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF55E4 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13926750 & -2852909 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF567D & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13762784 & -2750176 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27F7C39E36162AF5C17 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13635072 & -2439813 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27F7C39E36162AF5D91 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13886622 & -2784247 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27F7C39E36162AF5A0D & 0 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 13596991 & -2420983 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27F7C39E36162AF5C14 & 0 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13515497 & -2428548 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF511B & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13829221 & -2883797 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF511E & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13834856 & -2887327 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5131 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13926179 & -2915272 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5132 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13849797 & -2897685 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF513A & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13920872 & -2919063 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5141 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13874191 & -2910306 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF5143 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13906166 & -2919720 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF55B6 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14001497 & -2886948 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF55D7 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13997977 & -2888052 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF55E5 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13945779 & -2876377 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF55E6 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13928040 & -2855779 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF55E7 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13949144 & -2882869 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t 5FC9E27E7C39E36162AF55E9 & 0 & 0 & 0 & 0 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13922621 & -2868979 & OUTFIELD PASTURE & 1 & PASTURE\\\\\n", "\t ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n", "\t 5FC9E27F7C39E36162AF5980 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 14604474 & -3533360 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27F7C39E36162AF5987 & 0 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 14618637 & -3541287 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27E7C39E36162AF533E & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14082128 & -3038293 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27F7C39E36162AF5D15 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13908495 & -3406426 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27F7C39E36162AF5D1D & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13950748 & -3436311 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27E7C39E36162AF533F & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14083659 & -3035617 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27E7C39E36162AF541C & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14258186 & -3298538 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27F7C39E36162AF5D19 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13926057 & -3419837 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27F7C39E36162AF5D21 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13925246 & -3418079 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27F7C39E36162AF5D25 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13926677 & -3422624 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27F7C39E36162AF5D28 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13918598 & -3412402 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27F7C39E36162AF5E03 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14076978 & -3077160 & DULSE & 14 & MARINE\\\\\n", "\t 5FC9E27F7C39E36162AF5C16 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 3 & 3 & 0 & 0 & 0 & 13605585 & -2430025 & EGG & 15 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & EGG & 15 & OTHER \\\\\n", "\t 5FC9E27E7C39E36162AF544B & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 13811591 & -2738562 & EGG & 15 & OTHER \\\\\n", "\t 5FC9E27E7C39E36162AF5409 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13901120 & -3395328 & EGG & 15 & OTHER \\\\\n", "\t 5FC9E27E7C39E36162AF5409 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 13901120 & -3395328 & EGG & 15 & OTHER \\\\\n", "\t 5FC9E27E7C39E36162AF5701 & 0 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13725322 & -2561161 & TOLL & 17 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5DB6 & 3 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 3 & 0 & 0 & 14063979 & -3082554 & BIRD HUNT & 18 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5A68 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14616078 & -3676046 & BIRD HUNT & 18 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & LAMB REARING & 19 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & LAMB REARING & 19 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & LAMB REARING & 19 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & LAMB REARING & 19 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & LAMB REARING & 19 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & LAMB REARING & 19 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & LAMB REARING & 19 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & LAMB REARING & 19 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5B0C & 3 & 3 & 3 & 3 & 0 & 3 & 3 & 3 & 3 & 0 & 0 & 0 & 3 & 3 & 13472274 & -2240856 & LAMB REARING & 19 & OTHER \\\\\n", "\t 5FC9E27F7C39E36162AF5E03 & 0 & 0 & 0 & 3 & 0 & 3 & 3 & 0 & 3 & 0 & 0 & 0 & 0 & 0 & 14076978 & -3077160 & SEAL & 20 & MARINE\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 949 × 20\n", "\n", "| ID <chr> | agricultural landscape <dbl> | beach <dbl> | coastal ocean <dbl> | cultivation farming <dbl> | exchange <dbl> | exploration <dbl> | farm <dbl> | gathering <dbl> | humans <dbl> | managed landscape area <dbl> | power <dbl> | resources <dbl> | sea <dbl> | whale dolphin <dbl> | X <dbl> | Y <dbl> | ENTRY <chr> | FID <int> | STRATEGY <fct> |\n", "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", "| 5FC9E27E7C39E36162AF5134 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13921103 | -2922671 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5136 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13914266 | -2921322 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5137 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13927346 | -2921497 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5139 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13909886 | -2920307 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF513B | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13919323 | -2923124 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF513C | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13922834 | -2921007 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF513F | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13888180 | -2913645 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5146 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13903372 | -2917264 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5570 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13691201 | -2611398 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5598 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13715720 | -2598655 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5598 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13715720 | -2598655 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF55E4 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13926750 | -2852909 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF567D | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13762784 | -2750176 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27F7C39E36162AF5C17 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13635072 | -2439813 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27F7C39E36162AF5D91 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13886622 | -2784247 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27F7C39E36162AF5A0D | 0 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 13596991 | -2420983 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27F7C39E36162AF5C14 | 0 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13515497 | -2428548 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF511B | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13829221 | -2883797 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF511E | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13834856 | -2887327 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5131 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13926179 | -2915272 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5132 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13849797 | -2897685 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF513A | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13920872 | -2919063 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5141 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13874191 | -2910306 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF5143 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13906166 | -2919720 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF55B6 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14001497 | -2886948 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF55D7 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13997977 | -2888052 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF55E5 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13945779 | -2876377 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF55E6 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13928040 | -2855779 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF55E7 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13949144 | -2882869 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| 5FC9E27E7C39E36162AF55E9 | 0 | 0 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13922621 | -2868979 | OUTFIELD PASTURE | 1 | PASTURE |\n", "| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |\n", "| 5FC9E27F7C39E36162AF5980 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 14604474 | -3533360 | DULSE | 14 | MARINE |\n", "| 5FC9E27F7C39E36162AF5987 | 0 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 14618637 | -3541287 | DULSE | 14 | MARINE |\n", "| 5FC9E27E7C39E36162AF533E | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14082128 | -3038293 | DULSE | 14 | MARINE |\n", "| 5FC9E27F7C39E36162AF5D15 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13908495 | -3406426 | DULSE | 14 | MARINE |\n", "| 5FC9E27F7C39E36162AF5D1D | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13950748 | -3436311 | DULSE | 14 | MARINE |\n", "| 5FC9E27E7C39E36162AF533F | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14083659 | -3035617 | DULSE | 14 | MARINE |\n", "| 5FC9E27E7C39E36162AF541C | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14258186 | -3298538 | DULSE | 14 | MARINE |\n", "| 5FC9E27F7C39E36162AF5D19 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13926057 | -3419837 | DULSE | 14 | MARINE |\n", "| 5FC9E27F7C39E36162AF5D21 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13925246 | -3418079 | DULSE | 14 | MARINE |\n", "| 5FC9E27F7C39E36162AF5D25 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13926677 | -3422624 | DULSE | 14 | MARINE |\n", "| 5FC9E27F7C39E36162AF5D28 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13918598 | -3412402 | DULSE | 14 | MARINE |\n", "| 5FC9E27F7C39E36162AF5E03 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14076978 | -3077160 | DULSE | 14 | MARINE |\n", "| 5FC9E27F7C39E36162AF5C16 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 3 | 3 | 0 | 0 | 0 | 13605585 | -2430025 | EGG | 15 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | EGG | 15 | OTHER |\n", "| 5FC9E27E7C39E36162AF544B | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 13811591 | -2738562 | EGG | 15 | OTHER |\n", "| 5FC9E27E7C39E36162AF5409 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13901120 | -3395328 | EGG | 15 | OTHER |\n", "| 5FC9E27E7C39E36162AF5409 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 13901120 | -3395328 | EGG | 15 | OTHER |\n", "| 5FC9E27E7C39E36162AF5701 | 0 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13725322 | -2561161 | TOLL | 17 | OTHER |\n", "| 5FC9E27F7C39E36162AF5DB6 | 3 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 14063979 | -3082554 | BIRD HUNT | 18 | OTHER |\n", "| 5FC9E27F7C39E36162AF5A68 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14616078 | -3676046 | BIRD HUNT | 18 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | LAMB REARING | 19 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | LAMB REARING | 19 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | LAMB REARING | 19 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | LAMB REARING | 19 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | LAMB REARING | 19 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | LAMB REARING | 19 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | LAMB REARING | 19 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | LAMB REARING | 19 | OTHER |\n", "| 5FC9E27F7C39E36162AF5B0C | 3 | 3 | 3 | 3 | 0 | 3 | 3 | 3 | 3 | 0 | 0 | 0 | 3 | 3 | 13472274 | -2240856 | LAMB REARING | 19 | OTHER |\n", "| 5FC9E27F7C39E36162AF5E03 | 0 | 0 | 0 | 3 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 14076978 | -3077160 | SEAL | 20 | MARINE |\n", "\n" ], "text/plain": [ " ID agricultural landscape beach coastal ocean\n", "1 5FC9E27E7C39E36162AF5134 3 3 0 \n", "2 5FC9E27E7C39E36162AF5136 3 0 0 \n", "3 5FC9E27E7C39E36162AF5137 3 3 0 \n", "4 5FC9E27E7C39E36162AF5139 3 0 0 \n", "5 5FC9E27E7C39E36162AF513B 3 0 0 \n", "6 5FC9E27E7C39E36162AF513C 3 0 0 \n", "7 5FC9E27E7C39E36162AF513F 3 0 0 \n", "8 5FC9E27E7C39E36162AF5146 3 0 0 \n", "9 5FC9E27E7C39E36162AF5570 3 0 0 \n", "10 5FC9E27E7C39E36162AF5598 3 0 0 \n", "11 5FC9E27E7C39E36162AF5598 3 0 0 \n", "12 5FC9E27E7C39E36162AF55E4 3 0 0 \n", "13 5FC9E27E7C39E36162AF567D 3 3 0 \n", "14 5FC9E27F7C39E36162AF5C17 3 0 0 \n", "15 5FC9E27F7C39E36162AF5D91 3 0 0 \n", "16 5FC9E27F7C39E36162AF5A0D 0 3 3 \n", "17 5FC9E27F7C39E36162AF5C14 0 3 0 \n", "18 5FC9E27E7C39E36162AF511B 0 0 0 \n", "19 5FC9E27E7C39E36162AF511E 0 0 0 \n", "20 5FC9E27E7C39E36162AF5131 0 0 0 \n", "21 5FC9E27E7C39E36162AF5132 0 0 0 \n", "22 5FC9E27E7C39E36162AF513A 0 0 0 \n", "23 5FC9E27E7C39E36162AF5141 0 0 0 \n", "24 5FC9E27E7C39E36162AF5143 0 0 0 \n", "25 5FC9E27E7C39E36162AF55B6 0 0 0 \n", "26 5FC9E27E7C39E36162AF55D7 0 0 0 \n", "27 5FC9E27E7C39E36162AF55E5 0 0 0 \n", "28 5FC9E27E7C39E36162AF55E6 0 0 0 \n", "29 5FC9E27E7C39E36162AF55E7 0 0 0 \n", "30 5FC9E27E7C39E36162AF55E9 0 0 0 \n", "⋮ ⋮ ⋮ ⋮ ⋮ \n", "920 5FC9E27F7C39E36162AF5980 3 3 3 \n", "921 5FC9E27F7C39E36162AF5987 0 3 0 \n", "922 5FC9E27E7C39E36162AF533E 0 0 0 \n", "923 5FC9E27F7C39E36162AF5D15 0 0 0 \n", "924 5FC9E27F7C39E36162AF5D1D 0 0 0 \n", "925 5FC9E27E7C39E36162AF533F 0 0 0 \n", "926 5FC9E27E7C39E36162AF541C 0 0 0 \n", "927 5FC9E27F7C39E36162AF5D19 0 0 0 \n", "928 5FC9E27F7C39E36162AF5D21 0 0 0 \n", "929 5FC9E27F7C39E36162AF5D25 0 0 0 \n", "930 5FC9E27F7C39E36162AF5D28 0 0 0 \n", "931 5FC9E27F7C39E36162AF5E03 0 0 0 \n", "932 5FC9E27F7C39E36162AF5C16 3 0 0 \n", "933 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "934 5FC9E27E7C39E36162AF544B 3 3 0 \n", "935 5FC9E27E7C39E36162AF5409 0 0 0 \n", "936 5FC9E27E7C39E36162AF5409 0 0 0 \n", "937 5FC9E27E7C39E36162AF5701 0 3 3 \n", "938 5FC9E27F7C39E36162AF5DB6 3 0 0 \n", "939 5FC9E27F7C39E36162AF5A68 0 0 0 \n", "940 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "941 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "942 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "943 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "944 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "945 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "946 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "947 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "948 5FC9E27F7C39E36162AF5B0C 3 3 3 \n", "949 5FC9E27F7C39E36162AF5E03 0 0 0 \n", " cultivation farming exchange exploration farm gathering humans\n", "1 3 3 3 3 0 3 \n", "2 3 0 3 3 0 3 \n", "3 3 3 3 3 0 3 \n", "4 3 0 3 3 0 3 \n", "5 3 0 3 3 0 3 \n", "6 3 0 3 3 0 3 \n", "7 3 0 3 3 0 3 \n", "8 3 0 3 3 0 3 \n", "9 3 0 3 3 0 3 \n", "10 3 0 3 3 0 3 \n", "11 3 0 3 3 0 3 \n", "12 3 0 3 3 0 3 \n", "13 3 3 3 3 0 3 \n", "14 3 0 3 3 0 3 \n", "15 3 0 3 3 0 3 \n", "16 3 3 3 3 3 3 \n", "17 3 3 3 3 0 3 \n", "18 3 0 3 3 0 3 \n", "19 3 0 3 3 0 3 \n", "20 3 0 3 3 0 3 \n", "21 3 0 3 3 0 3 \n", "22 3 0 3 3 0 3 \n", "23 3 0 3 3 0 3 \n", "24 3 0 3 3 0 3 \n", "25 0 0 3 3 0 3 \n", "26 0 0 3 3 0 3 \n", "27 0 0 3 3 0 3 \n", "28 0 0 3 3 0 3 \n", "29 0 0 3 3 0 3 \n", "30 0 0 3 3 0 3 \n", "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", "920 3 3 3 3 3 3 \n", "921 3 3 3 3 0 3 \n", "922 3 0 3 3 0 3 \n", "923 3 0 3 3 0 3 \n", "924 3 0 3 3 0 3 \n", "925 3 0 3 3 0 3 \n", "926 3 0 3 3 0 3 \n", "927 3 0 3 3 0 3 \n", "928 3 0 3 3 0 3 \n", "929 3 0 3 3 0 3 \n", "930 3 0 3 3 0 3 \n", "931 3 0 3 3 0 3 \n", "932 3 0 3 3 0 3 \n", "933 3 0 3 3 3 3 \n", "934 3 3 3 3 0 3 \n", "935 3 0 3 3 0 3 \n", "936 3 0 3 3 0 3 \n", "937 3 0 3 3 3 3 \n", "938 3 0 3 3 0 3 \n", "939 3 0 3 3 0 3 \n", "940 3 0 3 3 3 3 \n", "941 3 0 3 3 3 3 \n", "942 3 0 3 3 3 3 \n", "943 3 0 3 3 3 3 \n", "944 3 0 3 3 3 3 \n", "945 3 0 3 3 3 3 \n", "946 3 0 3 3 3 3 \n", "947 3 0 3 3 3 3 \n", "948 3 0 3 3 3 3 \n", "949 3 0 3 3 0 3 \n", " managed landscape area power resources sea whale dolphin X Y \n", "1 3 3 0 0 0 13921103 -2922671\n", "2 3 3 0 0 0 13914266 -2921322\n", "3 3 3 0 0 0 13927346 -2921497\n", "4 3 3 0 0 0 13909886 -2920307\n", "5 3 3 0 0 0 13919323 -2923124\n", "6 3 3 0 0 0 13922834 -2921007\n", "7 3 3 0 0 0 13888180 -2913645\n", "8 3 3 0 0 0 13903372 -2917264\n", "9 3 3 0 0 0 13691201 -2611398\n", "10 3 3 0 0 0 13715720 -2598655\n", "11 3 3 0 0 0 13715720 -2598655\n", "12 3 3 0 0 0 13926750 -2852909\n", "13 3 3 0 0 0 13762784 -2750176\n", "14 3 3 0 0 0 13635072 -2439813\n", "15 3 3 0 0 0 13886622 -2784247\n", "16 3 3 0 3 3 13596991 -2420983\n", "17 3 3 0 0 0 13515497 -2428548\n", "18 0 0 0 0 0 13829221 -2883797\n", "19 0 0 0 0 0 13834856 -2887327\n", "20 0 0 0 0 0 13926179 -2915272\n", "21 0 0 0 0 0 13849797 -2897685\n", "22 0 0 0 0 0 13920872 -2919063\n", "23 0 0 0 0 0 13874191 -2910306\n", "24 0 0 0 0 0 13906166 -2919720\n", "25 0 0 0 0 0 14001497 -2886948\n", "26 0 0 0 0 0 13997977 -2888052\n", "27 0 0 0 0 0 13945779 -2876377\n", "28 0 0 0 0 0 13928040 -2855779\n", "29 0 0 0 0 0 13949144 -2882869\n", "30 0 0 0 0 0 13922621 -2868979\n", "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", "920 3 3 0 3 3 14604474 -3533360\n", "921 3 3 0 0 0 14618637 -3541287\n", "922 0 0 0 0 0 14082128 -3038293\n", "923 0 0 0 0 0 13908495 -3406426\n", "924 0 0 0 0 0 13950748 -3436311\n", "925 0 0 0 0 0 14083659 -3035617\n", "926 0 0 0 0 0 14258186 -3298538\n", "927 0 0 0 0 0 13926057 -3419837\n", "928 0 0 0 0 0 13925246 -3418079\n", "929 0 0 0 0 0 13926677 -3422624\n", "930 0 0 0 0 0 13918598 -3412402\n", "931 0 0 0 0 0 14076978 -3077160\n", "932 3 3 0 0 0 13605585 -2430025\n", "933 0 0 0 3 3 13472274 -2240856\n", "934 3 3 3 0 0 13811591 -2738562\n", "935 0 0 0 0 0 13901120 -3395328\n", "936 0 0 0 0 0 13901120 -3395328\n", "937 0 0 0 3 3 13725322 -2561161\n", "938 0 0 3 0 0 14063979 -3082554\n", "939 0 0 0 0 0 14616078 -3676046\n", "940 0 0 0 3 3 13472274 -2240856\n", "941 0 0 0 3 3 13472274 -2240856\n", "942 0 0 0 3 3 13472274 -2240856\n", "943 0 0 0 3 3 13472274 -2240856\n", "944 0 0 0 3 3 13472274 -2240856\n", "945 0 0 0 3 3 13472274 -2240856\n", "946 0 0 0 3 3 13472274 -2240856\n", "947 0 0 0 3 3 13472274 -2240856\n", "948 0 0 0 3 3 13472274 -2240856\n", "949 0 0 0 0 0 14076978 -3077160\n", " ENTRY FID STRATEGY\n", "1 OUTFIELD PASTURE 1 PASTURE \n", "2 OUTFIELD PASTURE 1 PASTURE \n", "3 OUTFIELD PASTURE 1 PASTURE \n", "4 OUTFIELD PASTURE 1 PASTURE \n", "5 OUTFIELD PASTURE 1 PASTURE \n", "6 OUTFIELD PASTURE 1 PASTURE \n", "7 OUTFIELD PASTURE 1 PASTURE \n", "8 OUTFIELD PASTURE 1 PASTURE \n", "9 OUTFIELD PASTURE 1 PASTURE \n", "10 OUTFIELD PASTURE 1 PASTURE \n", "11 OUTFIELD PASTURE 1 PASTURE \n", "12 OUTFIELD PASTURE 1 PASTURE \n", "13 OUTFIELD PASTURE 1 PASTURE \n", "14 OUTFIELD PASTURE 1 PASTURE \n", "15 OUTFIELD PASTURE 1 PASTURE \n", "16 OUTFIELD PASTURE 1 PASTURE \n", "17 OUTFIELD PASTURE 1 PASTURE \n", "18 OUTFIELD PASTURE 1 PASTURE \n", "19 OUTFIELD PASTURE 1 PASTURE \n", "20 OUTFIELD PASTURE 1 PASTURE \n", "21 OUTFIELD PASTURE 1 PASTURE \n", "22 OUTFIELD PASTURE 1 PASTURE \n", "23 OUTFIELD PASTURE 1 PASTURE \n", "24 OUTFIELD PASTURE 1 PASTURE \n", "25 OUTFIELD PASTURE 1 PASTURE \n", "26 OUTFIELD PASTURE 1 PASTURE \n", "27 OUTFIELD PASTURE 1 PASTURE \n", "28 OUTFIELD PASTURE 1 PASTURE \n", "29 OUTFIELD PASTURE 1 PASTURE \n", "30 OUTFIELD PASTURE 1 PASTURE \n", "⋮ ⋮ ⋮ ⋮ \n", "920 DULSE 14 MARINE \n", "921 DULSE 14 MARINE \n", "922 DULSE 14 MARINE \n", "923 DULSE 14 MARINE \n", "924 DULSE 14 MARINE \n", "925 DULSE 14 MARINE \n", "926 DULSE 14 MARINE \n", "927 DULSE 14 MARINE \n", "928 DULSE 14 MARINE \n", "929 DULSE 14 MARINE \n", "930 DULSE 14 MARINE \n", "931 DULSE 14 MARINE \n", "932 EGG 15 OTHER \n", "933 EGG 15 OTHER \n", "934 EGG 15 OTHER \n", "935 EGG 15 OTHER \n", "936 EGG 15 OTHER \n", "937 TOLL 17 OTHER \n", "938 BIRD HUNT 18 OTHER \n", "939 BIRD HUNT 18 OTHER \n", "940 LAMB REARING 19 OTHER \n", "941 LAMB REARING 19 OTHER \n", "942 LAMB REARING 19 OTHER \n", "943 LAMB REARING 19 OTHER \n", "944 LAMB REARING 19 OTHER \n", "945 LAMB REARING 19 OTHER \n", "946 LAMB REARING 19 OTHER \n", "947 LAMB REARING 19 OTHER \n", "948 LAMB REARING 19 OTHER \n", "949 SEAL 20 MARINE " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "test <- sample(1:nrow(fhd_rf), nrow(fhd_rf) %/% 10, replace=F)\n", "train <- fhd_rf[!test,]\n", "test <- fhd_rf[test,]\n", "\n", "train" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can finally run the random forest model. x and y represent the independent and independent training variables. Our random forest will be built with 1000 random trees. We'll keep the importances so we can see what concepts were good discriminants, and we'll keep the forest to use it to predict resources for saga sites. " ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A matrix: 14 × 6 of type dbl
MARINEMATERIALOTHERPASTUREMeanDecreaseAccuracyMeanDecreaseGini
agricultural landscape 9.018492e-03-0.0028879143-0.00015238101.445118e-02 0.009674265811.4736758
cultivation farming 8.650616e-04-0.0001595834 0.00000000003.545572e-04 0.0004773348 1.4281818
farm 0.000000e+00 0.0000000000 0.00000000000.000000e+00 0.0000000000 0.0000000
managed landscape area-4.468455e-04 0.0454444274-0.00114523812.775440e-02 0.018734549410.0114129
power 2.847938e-05 0.0486704548-0.00060952382.520423e-02 0.0183564836 9.5563577
beach 4.863067e-02 0.0662374358-0.00075952381.170235e-01 0.081433614033.7430485
coastal ocean 1.008508e-01 0.0162788097 0.00025000006.396831e-02 0.070026613941.4928081
exchange-1.328271e-03 0.1294378239-0.00051948053.309640e-02 0.033058947018.7377224
exploration 0.000000e+00 0.0000000000 0.00000000000.000000e+00 0.0000000000 0.0000000
humans 0.000000e+00 0.0000000000 0.00000000000.000000e+00 0.0000000000 0.0000000
resources 5.769957e-05-0.0009480587 0.00025000001.041175e-05-0.0001015844 0.7086058
sea 9.624094e-02 0.0166959548-0.00152857146.099945e-02 0.066944876039.7382098
whale dolphin 9.726281e-02 0.0157730048-0.00057142866.422385e-02 0.068633693339.9850896
gathering 9.808572e-02 0.0161508074-0.00144166676.208799e-02 0.068248484240.3362208
\n" ], "text/latex": [ "A matrix: 14 × 6 of type dbl\n", "\\begin{tabular}{r|llllll}\n", " & MARINE & MATERIAL & OTHER & PASTURE & MeanDecreaseAccuracy & MeanDecreaseGini\\\\\n", "\\hline\n", "\tagricultural landscape & 9.018492e-03 & -0.0028879143 & -0.0001523810 & 1.445118e-02 & 0.0096742658 & 11.4736758\\\\\n", "\tcultivation farming & 8.650616e-04 & -0.0001595834 & 0.0000000000 & 3.545572e-04 & 0.0004773348 & 1.4281818\\\\\n", "\tfarm & 0.000000e+00 & 0.0000000000 & 0.0000000000 & 0.000000e+00 & 0.0000000000 & 0.0000000\\\\\n", "\tmanaged landscape area & -4.468455e-04 & 0.0454444274 & -0.0011452381 & 2.775440e-02 & 0.0187345494 & 10.0114129\\\\\n", "\tpower & 2.847938e-05 & 0.0486704548 & -0.0006095238 & 2.520423e-02 & 0.0183564836 & 9.5563577\\\\\n", "\tbeach & 4.863067e-02 & 0.0662374358 & -0.0007595238 & 1.170235e-01 & 0.0814336140 & 33.7430485\\\\\n", "\tcoastal ocean & 1.008508e-01 & 0.0162788097 & 0.0002500000 & 6.396831e-02 & 0.0700266139 & 41.4928081\\\\\n", "\texchange & -1.328271e-03 & 0.1294378239 & -0.0005194805 & 3.309640e-02 & 0.0330589470 & 18.7377224\\\\\n", "\texploration & 0.000000e+00 & 0.0000000000 & 0.0000000000 & 0.000000e+00 & 0.0000000000 & 0.0000000\\\\\n", "\thumans & 0.000000e+00 & 0.0000000000 & 0.0000000000 & 0.000000e+00 & 0.0000000000 & 0.0000000\\\\\n", "\tresources & 5.769957e-05 & -0.0009480587 & 0.0002500000 & 1.041175e-05 & -0.0001015844 & 0.7086058\\\\\n", "\tsea & 9.624094e-02 & 0.0166959548 & -0.0015285714 & 6.099945e-02 & 0.0669448760 & 39.7382098\\\\\n", "\twhale dolphin & 9.726281e-02 & 0.0157730048 & -0.0005714286 & 6.422385e-02 & 0.0686336933 & 39.9850896\\\\\n", "\tgathering & 9.808572e-02 & 0.0161508074 & -0.0014416667 & 6.208799e-02 & 0.0682484842 & 40.3362208\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A matrix: 14 × 6 of type dbl\n", "\n", "| | MARINE | MATERIAL | OTHER | PASTURE | MeanDecreaseAccuracy | MeanDecreaseGini |\n", "|---|---|---|---|---|---|---|\n", "| agricultural landscape | 9.018492e-03 | -0.0028879143 | -0.0001523810 | 1.445118e-02 | 0.0096742658 | 11.4736758 |\n", "| cultivation farming | 8.650616e-04 | -0.0001595834 | 0.0000000000 | 3.545572e-04 | 0.0004773348 | 1.4281818 |\n", "| farm | 0.000000e+00 | 0.0000000000 | 0.0000000000 | 0.000000e+00 | 0.0000000000 | 0.0000000 |\n", "| managed landscape area | -4.468455e-04 | 0.0454444274 | -0.0011452381 | 2.775440e-02 | 0.0187345494 | 10.0114129 |\n", "| power | 2.847938e-05 | 0.0486704548 | -0.0006095238 | 2.520423e-02 | 0.0183564836 | 9.5563577 |\n", "| beach | 4.863067e-02 | 0.0662374358 | -0.0007595238 | 1.170235e-01 | 0.0814336140 | 33.7430485 |\n", "| coastal ocean | 1.008508e-01 | 0.0162788097 | 0.0002500000 | 6.396831e-02 | 0.0700266139 | 41.4928081 |\n", "| exchange | -1.328271e-03 | 0.1294378239 | -0.0005194805 | 3.309640e-02 | 0.0330589470 | 18.7377224 |\n", "| exploration | 0.000000e+00 | 0.0000000000 | 0.0000000000 | 0.000000e+00 | 0.0000000000 | 0.0000000 |\n", "| humans | 0.000000e+00 | 0.0000000000 | 0.0000000000 | 0.000000e+00 | 0.0000000000 | 0.0000000 |\n", "| resources | 5.769957e-05 | -0.0009480587 | 0.0002500000 | 1.041175e-05 | -0.0001015844 | 0.7086058 |\n", "| sea | 9.624094e-02 | 0.0166959548 | -0.0015285714 | 6.099945e-02 | 0.0669448760 | 39.7382098 |\n", "| whale dolphin | 9.726281e-02 | 0.0157730048 | -0.0005714286 | 6.422385e-02 | 0.0686336933 | 39.9850896 |\n", "| gathering | 9.808572e-02 | 0.0161508074 | -0.0014416667 | 6.208799e-02 | 0.0682484842 | 40.3362208 |\n", "\n" ], "text/plain": [ " MARINE MATERIAL OTHER PASTURE \n", "agricultural landscape 9.018492e-03 -0.0028879143 -0.0001523810 1.445118e-02\n", "cultivation farming 8.650616e-04 -0.0001595834 0.0000000000 3.545572e-04\n", "farm 0.000000e+00 0.0000000000 0.0000000000 0.000000e+00\n", "managed landscape area -4.468455e-04 0.0454444274 -0.0011452381 2.775440e-02\n", "power 2.847938e-05 0.0486704548 -0.0006095238 2.520423e-02\n", "beach 4.863067e-02 0.0662374358 -0.0007595238 1.170235e-01\n", "coastal ocean 1.008508e-01 0.0162788097 0.0002500000 6.396831e-02\n", "exchange -1.328271e-03 0.1294378239 -0.0005194805 3.309640e-02\n", "exploration 0.000000e+00 0.0000000000 0.0000000000 0.000000e+00\n", "humans 0.000000e+00 0.0000000000 0.0000000000 0.000000e+00\n", "resources 5.769957e-05 -0.0009480587 0.0002500000 1.041175e-05\n", "sea 9.624094e-02 0.0166959548 -0.0015285714 6.099945e-02\n", "whale dolphin 9.726281e-02 0.0157730048 -0.0005714286 6.422385e-02\n", "gathering 9.808572e-02 0.0161508074 -0.0014416667 6.208799e-02\n", " MeanDecreaseAccuracy MeanDecreaseGini\n", "agricultural landscape 0.0096742658 11.4736758 \n", "cultivation farming 0.0004773348 1.4281818 \n", "farm 0.0000000000 0.0000000 \n", "managed landscape area 0.0187345494 10.0114129 \n", "power 0.0183564836 9.5563577 \n", "beach 0.0814336140 33.7430485 \n", "coastal ocean 0.0700266139 41.4928081 \n", "exchange 0.0330589470 18.7377224 \n", "exploration 0.0000000000 0.0000000 \n", "humans 0.0000000000 0.0000000 \n", "resources -0.0001015844 0.7086058 \n", "sea 0.0669448760 39.7382098 \n", "whale dolphin 0.0686336933 39.9850896 \n", "gathering 0.0682484842 40.3362208 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "rf <- randomForest(x = train[,..var_list], y= train$STRATEGY,\n", " xtest = test[,..var_list], ytest = test$STRATEGY,\n", " ntree = 1000, importance = TRUE, keep.forest = T)\n", "\n", "rf$importance" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The first four columns tell you how important a variable (concept) was when deciding whether or not to classify a given observation under a particular resource strategy. Te last two are measure of how important the variables are for the whole model. Generally, the Mean Decrease in Intra-group Gini is more reliable. Bear in mind, however, that Random Forests make for great predictors but terrible descriptors, so none of these should be interpreted in a same way as a coefficient (relationship strength) in a regression. No causal or direct relationship is implied. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can look at the confusion matrix to see how many false-positives and false-negatives were found in the test dataset. Since the number of observations is different for each target resource strategy, we have to normalize each row so that it tells us the *percent* false positive and *percent* false negative." ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Warning message in melt(conf):\n", "“The melt generic in data.table has been passed a matrix and will attempt to redirect to the relevant reshape2 method; please note that reshape2 is deprecated, and this redirection is now deprecated as well. To continue using melt methods from reshape2 while both libraries are attached, e.g. melt.list, you can prepend the namespace like reshape2::melt(conf). In the next version, this warning will become an error.”\n" ] }, { "data": { "application/vnd.plotly.v1+json": { "attrs": { "3667ba229a": { "fill": {}, "type": "heatmap", "x": {}, "y": {} } }, "base_url": "https://plot.ly", "config": { "doubleClick": "reset", "showSendToCloud": false }, "cur_data": "3667ba229a", "data": [ { "autocolorscale": false, "colorscale": [ [ "0", "#000080" ], [ "0.036604999293885", "#2D1286" ], [ "0.0463917525773196", "#331788" ], [ "0.0654942389326865", "#3F208B" ], [ "0.0670103092783505", "#40218B" ], [ "0.189690721649485", "#7D579F" ], [ "0.234882078802429", "#906BA7" ], [ "0.321649484536082", "#B593B4" ], [ "0.327471194663432", "#B896B5" ], [ "0.602061855670103", "#EDBF9F" ], [ "0.720436628259551", "#D48C6D" ], [ "0.841914983759356", "#B6593D" ], [ "1", "#8B0000" ] ], "hoverinfo": "text", "marker": { "color": {}, "colorbar": { "tickfont": {}, "ticktext": {}, "tickvals": {}, "titlefont": {} }, "colorscale": {} }, "showlegend": false, "showscale": false, "text": [ [ "PERCENT: 75.616438
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"color": "rgba(0,0,0,1)", "family": "", "size": 14.6119 }, "hovermode": "closest", "legend": { "bgcolor": "rgba(255,255,255,1)", "bordercolor": "transparent", "borderwidth": 1.8898, "font": { "color": "rgba(0,0,0,1)", "family": "", "size": 11.6895 } }, "margin": { "b": 72.3288, "l": 72.3288, "r": 7.3059, "t": 23.3059 }, "paper_bgcolor": "rgba(255,255,255,1)", "plot_bgcolor": "rgba(235,235,235,1)", "shapes": [ { "line": { "linetype": [], "width": 0 }, "type": "rect", "x0": 0, "x1": 1, "xref": "paper", "y0": 0, "y1": 1, "yref": "paper" } ], "showlegend": false, "xaxis": { "anchor": "y", "automargin": true, "autorange": false, "categoryarray": [ "MARINE", "MATERIAL", "OTHER", "PASTURE" ], "categoryorder": "array", "domain": [ 0, 1 ], "gridcolor": "rgba(255,255,255,1)", "gridwidth": 0.6642, "hoverformat": ".2f", "linecolor": {}, "linewidth": 0, "nticks": {}, "range": [ 0.4, 4.6 ], "showgrid": true, "showline": false, "showticklabels": true, "tickangle": -90, "tickcolor": "rgba(51,51,51,1)", "tickfont": { "color": "rgba(77,77,77,1)", "family": "", "size": 11.6895 }, "ticklen": 3.653, "tickmode": "array", "ticks": "outside", "ticktext": [ "MARINE", "MATERIAL", "OTHER", "PASTURE" ], "tickvals": [ 1, 2, 3, 4 ], "tickwidth": 0.6642, "title": { "font": { "color": "rgba(0,0,0,1)", "family": "", "size": 14.6119 }, "text": "PREDICTED" }, "type": "linear", "zeroline": false }, "yaxis": { "anchor": "x", "automargin": true, "autorange": false, "categoryarray": [ "MARINE", "MATERIAL", "OTHER", "PASTURE" ], "categoryorder": "array", "domain": [ 0, 1 ], "gridcolor": "rgba(255,255,255,1)", "gridwidth": 0.6642, "hoverformat": ".2f", "linecolor": {}, "linewidth": 0, "nticks": {}, "range": [ 0.4, 4.6 ], "showgrid": true, "showline": false, "showticklabels": true, "tickangle": 0, "tickcolor": "rgba(51,51,51,1)", "tickfont": { "color": "rgba(77,77,77,1)", "family": "", "size": 11.6895 }, "ticklen": 3.653, "tickmode": "array", "ticks": "outside", "ticktext": [ "MARINE", "MATERIAL", "OTHER", "PASTURE" ], "tickvals": [ 1, 2, 3, 4 ], "tickwidth": 0.6642, "title": { "font": { "color": "rgba(0,0,0,1)", "family": "", "size": 14.6119 }, "text": "ACTUAL" }, "type": "linear", "zeroline": false } }, "shinyEvents": [ "plotly_hover", "plotly_click", "plotly_selected", "plotly_relayout", "plotly_brushed", "plotly_brushing", "plotly_clickannotation", "plotly_doubleclick", "plotly_deselect", "plotly_afterplot", "plotly_sunburstclick" ], "source": "A", "visdat": { "3667ba229a": [ "function (y) ", "x" ] } }, "text/html": [ "\n", "\n", "\t\n", "\t\t\n", "\t\t\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "\t\n", "\t\n", "\t\t
\n", "\n", "\t\n", "\n" ], "text/plain": [ "HTML widgets cannot be represented in plain text (need html)" ] }, "metadata": { "text/html": { "isolated": true } }, "output_type": "display_data" } ], "source": [ "conf <- as.data.table(rf$conf) # Gets confusion matrix\n", "classes <- names(conf)[1:(length(conf)-1)] # Gets strategy names\n", "conf[, N := rowSums(.SD),.SDcols = classes] # Gets the total number of test observations\n", "conf[, (classes) := lapply(.SD, function(x) x / N * 100), .SDcols = classes] # Normalizes\n", "conf <- as.matrix(conf[,..classes]) # Converts from data.table to matrix\n", "rownames(conf) <- classes # re-applies strategy names\n", "conf <- melt(conf) # Converts from matrix to i,j list\n", "names(conf) <- c(\"ACTUAL\",\"PREDICTED\",\"PERCENT\") \n", "\n", "\n", "p2 <- ggplot(conf,aes(PREDICTED, ACTUAL)) + geom_tile(aes(fill=PERCENT)) +\n", " theme(axis.text.x = element_text(angle=90, vjust = 0.5, hjust = 1)) + \n", " scale_fill_gradientn(colors = c(\"navy\",\"blanchedalmond\",\"red4\")) \n", "\n", "ggplotly(p2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We re-perform the casting operation on the sagas dataset so that we can pass it to the randomForst model we generated" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 18
IDWEIGHTagricultural landscapebeachcoastal oceancultivation farmingexchangeexplorationfarmgatheringhumansmanaged landscape areapowerresourcesseawhale dolphinXY
<chr><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl><dbl>
5FC9E2227C39E36162AF209833003003003300013711383-2648585
5FC9E2227C39E36162AF209933003003003300013703908-2592639
5FC9E2227C39E36162AF209B33003003003300013610339-2552051
5FC9E2227C39E36162AF209C33003003003300013709753-2570264
5FC9E2227C39E36162AF209D33003003003300013677819-2607640
5FC9E2227C39E36162AF209E33003003003300013722756-2584671
\n" ], "text/latex": [ "A data.table: 6 × 18\n", "\\begin{tabular}{llllllllllllllllll}\n", " ID & WEIGHT & agricultural landscape & beach & coastal ocean & cultivation farming & exchange & exploration & farm & gathering & humans & managed landscape area & power & resources & sea & whale dolphin & X & Y\\\\\n", " & & & & & & & & & & & & & & & & & \\\\\n", "\\hline\n", "\t 5FC9E2227C39E36162AF2098 & 3 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 3 & 0 & 0 & 0 & 13711383 & -2648585\\\\\n", "\t 5FC9E2227C39E36162AF2099 & 3 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 3 & 0 & 0 & 0 & 13703908 & -2592639\\\\\n", "\t 5FC9E2227C39E36162AF209B & 3 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 3 & 0 & 0 & 0 & 13610339 & -2552051\\\\\n", "\t 5FC9E2227C39E36162AF209C & 3 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 3 & 0 & 0 & 0 & 13709753 & -2570264\\\\\n", "\t 5FC9E2227C39E36162AF209D & 3 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 3 & 0 & 0 & 0 & 13677819 & -2607640\\\\\n", "\t 5FC9E2227C39E36162AF209E & 3 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 0 & 0 & 3 & 3 & 0 & 0 & 0 & 13722756 & -2584671\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 18\n", "\n", "| ID <chr> | WEIGHT <dbl> | agricultural landscape <dbl> | beach <dbl> | coastal ocean <dbl> | cultivation farming <dbl> | exchange <dbl> | exploration <dbl> | farm <dbl> | gathering <dbl> | humans <dbl> | managed landscape area <dbl> | power <dbl> | resources <dbl> | sea <dbl> | whale dolphin <dbl> | X <dbl> | Y <dbl> |\n", "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", "| 5FC9E2227C39E36162AF2098 | 3 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 13711383 | -2648585 |\n", "| 5FC9E2227C39E36162AF2099 | 3 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 13703908 | -2592639 |\n", "| 5FC9E2227C39E36162AF209B | 3 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 13610339 | -2552051 |\n", "| 5FC9E2227C39E36162AF209C | 3 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 13709753 | -2570264 |\n", "| 5FC9E2227C39E36162AF209D | 3 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 13677819 | -2607640 |\n", "| 5FC9E2227C39E36162AF209E | 3 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 13722756 | -2584671 |\n", "\n" ], "text/plain": [ " ID WEIGHT agricultural landscape beach coastal ocean\n", "1 5FC9E2227C39E36162AF2098 3 3 0 0 \n", "2 5FC9E2227C39E36162AF2099 3 3 0 0 \n", "3 5FC9E2227C39E36162AF209B 3 3 0 0 \n", "4 5FC9E2227C39E36162AF209C 3 3 0 0 \n", "5 5FC9E2227C39E36162AF209D 3 3 0 0 \n", "6 5FC9E2227C39E36162AF209E 3 3 0 0 \n", " cultivation farming exchange exploration farm gathering humans\n", "1 3 0 0 3 0 0 \n", "2 3 0 0 3 0 0 \n", "3 3 0 0 3 0 0 \n", "4 3 0 0 3 0 0 \n", "5 3 0 0 3 0 0 \n", "6 3 0 0 3 0 0 \n", " managed landscape area power resources sea whale dolphin X Y \n", "1 3 3 0 0 0 13711383 -2648585\n", "2 3 3 0 0 0 13703908 -2592639\n", "3 3 3 0 0 0 13610339 -2552051\n", "4 3 3 0 0 0 13709753 -2570264\n", "5 3 3 0 0 0 13677819 -2607640\n", "6 3 3 0 0 0 13722756 -2584671" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "saga_byconcept <- saga_byconcept[CONCEPT %in% var_list] # Get concepts of interest\n", "saga_byconcept <- dcast(saga_byconcept, ID+WEIGHT~CONCEPT, value.var=\"WEIGHT\",\n", " fun.aggregate = mean) # Cast concepts into their own column\n", "\n", "saga_byconcept <- setDT(saga_byconcept)[order(ID), \n", " lapply(.SD, function(x) x[!is.na(x) & x != \"\"][1]), \n", " by=ID] # Smush them into one row per observation\n", "setnafill(saga_byconcept,fill=0,cols=var_list[var_list %in% names(saga_byconcept)])\n", " \n", "saga_rf <- saga[,lapply(.SD,mean),by=ID,.SDcols=c(\"X\",\"Y\")]\n", "saga_rf <- saga_byconcept[saga_rf,on=\"ID\"]\n", "saga_rf <- na.omit(saga_rf)\n", " \n", "head(saga_rf)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now all that's left in terms of analysis is to predict the resources for the saga sites" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 5
IDMARINEMATERIALOTHERPASTURE
<chr><dbl><dbl><dbl><dbl>
5FC9E2227C39E36162AF20980.0230.09300.884
5FC9E2227C39E36162AF20990.0230.09300.884
5FC9E2227C39E36162AF209B0.0230.09300.884
5FC9E2227C39E36162AF209C0.0230.09300.884
5FC9E2227C39E36162AF209D0.0230.09300.884
5FC9E2227C39E36162AF209E0.0230.09300.884
\n" ], "text/latex": [ "A data.table: 6 × 5\n", "\\begin{tabular}{lllll}\n", " ID & MARINE & MATERIAL & OTHER & PASTURE\\\\\n", " & & & & \\\\\n", "\\hline\n", "\t 5FC9E2227C39E36162AF2098 & 0.023 & 0.093 & 0 & 0.884\\\\\n", "\t 5FC9E2227C39E36162AF2099 & 0.023 & 0.093 & 0 & 0.884\\\\\n", "\t 5FC9E2227C39E36162AF209B & 0.023 & 0.093 & 0 & 0.884\\\\\n", "\t 5FC9E2227C39E36162AF209C & 0.023 & 0.093 & 0 & 0.884\\\\\n", "\t 5FC9E2227C39E36162AF209D & 0.023 & 0.093 & 0 & 0.884\\\\\n", "\t 5FC9E2227C39E36162AF209E & 0.023 & 0.093 & 0 & 0.884\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 5\n", "\n", "| ID <chr> | MARINE <dbl> | MATERIAL <dbl> | OTHER <dbl> | PASTURE <dbl> |\n", "|---|---|---|---|---|\n", "| 5FC9E2227C39E36162AF2098 | 0.023 | 0.093 | 0 | 0.884 |\n", "| 5FC9E2227C39E36162AF2099 | 0.023 | 0.093 | 0 | 0.884 |\n", "| 5FC9E2227C39E36162AF209B | 0.023 | 0.093 | 0 | 0.884 |\n", "| 5FC9E2227C39E36162AF209C | 0.023 | 0.093 | 0 | 0.884 |\n", "| 5FC9E2227C39E36162AF209D | 0.023 | 0.093 | 0 | 0.884 |\n", "| 5FC9E2227C39E36162AF209E | 0.023 | 0.093 | 0 | 0.884 |\n", "\n" ], "text/plain": [ " ID MARINE MATERIAL OTHER PASTURE\n", "1 5FC9E2227C39E36162AF2098 0.023 0.093 0 0.884 \n", "2 5FC9E2227C39E36162AF2099 0.023 0.093 0 0.884 \n", "3 5FC9E2227C39E36162AF209B 0.023 0.093 0 0.884 \n", "4 5FC9E2227C39E36162AF209C 0.023 0.093 0 0.884 \n", "5 5FC9E2227C39E36162AF209D 0.023 0.093 0 0.884 \n", "6 5FC9E2227C39E36162AF209E 0.023 0.093 0 0.884 " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 5
IDMARINEMATERIALOTHERPASTURE
<chr><dbl><dbl><dbl><dbl>
5FC9E2237C39E36162AF422D0.2520.4840.0210.243
5FC9E2237C39E36162AF42590.2520.4840.0210.243
5FC9E2237C39E36162AF426A0.2520.4840.0210.243
5FC9E2237C39E36162AF426E0.2520.4840.0210.243
5FC9E2237C39E36162AF42700.2520.4840.0210.243
5FC9E2237C39E36162AF428B0.2520.4840.0210.243
\n" ], "text/latex": [ "A data.table: 6 × 5\n", "\\begin{tabular}{lllll}\n", " ID & MARINE & MATERIAL & OTHER & PASTURE\\\\\n", " & & & & \\\\\n", "\\hline\n", "\t 5FC9E2237C39E36162AF422D & 0.252 & 0.484 & 0.021 & 0.243\\\\\n", "\t 5FC9E2237C39E36162AF4259 & 0.252 & 0.484 & 0.021 & 0.243\\\\\n", "\t 5FC9E2237C39E36162AF426A & 0.252 & 0.484 & 0.021 & 0.243\\\\\n", "\t 5FC9E2237C39E36162AF426E & 0.252 & 0.484 & 0.021 & 0.243\\\\\n", "\t 5FC9E2237C39E36162AF4270 & 0.252 & 0.484 & 0.021 & 0.243\\\\\n", "\t 5FC9E2237C39E36162AF428B & 0.252 & 0.484 & 0.021 & 0.243\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 5\n", "\n", "| ID <chr> | MARINE <dbl> | MATERIAL <dbl> | OTHER <dbl> | PASTURE <dbl> |\n", "|---|---|---|---|---|\n", "| 5FC9E2237C39E36162AF422D | 0.252 | 0.484 | 0.021 | 0.243 |\n", "| 5FC9E2237C39E36162AF4259 | 0.252 | 0.484 | 0.021 | 0.243 |\n", "| 5FC9E2237C39E36162AF426A | 0.252 | 0.484 | 0.021 | 0.243 |\n", "| 5FC9E2237C39E36162AF426E | 0.252 | 0.484 | 0.021 | 0.243 |\n", "| 5FC9E2237C39E36162AF4270 | 0.252 | 0.484 | 0.021 | 0.243 |\n", "| 5FC9E2237C39E36162AF428B | 0.252 | 0.484 | 0.021 | 0.243 |\n", "\n" ], "text/plain": [ " ID MARINE MATERIAL OTHER PASTURE\n", "1 5FC9E2237C39E36162AF422D 0.252 0.484 0.021 0.243 \n", "2 5FC9E2237C39E36162AF4259 0.252 0.484 0.021 0.243 \n", "3 5FC9E2237C39E36162AF426A 0.252 0.484 0.021 0.243 \n", "4 5FC9E2237C39E36162AF426E 0.252 0.484 0.021 0.243 \n", "5 5FC9E2237C39E36162AF4270 0.252 0.484 0.021 0.243 \n", "6 5FC9E2237C39E36162AF428B 0.252 0.484 0.021 0.243 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "saga_rf$Predictions <- predict(rf,saga_rf[,1:(length(saga_rf))]) # Make predictions\n", "saga_rf <- cbind(saga_rf,predict(rf,saga_rf[,1:(length(saga_rf)-1)], type='prob')) # Add to data.table\n", "\n", "head(saga_rf[,.(ID,MARINE,MATERIAL,OTHER,PASTURE)])\n", "tail(saga_rf[,.(ID,MARINE,MATERIAL,OTHER,PASTURE)])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The columns give the percentage likelihood that a saga would belong to that class given the way the concepts were mapped IF AND ONLY IF those are the only four possible classes. \n", "\n", "To be able to refer back to the original sagas and see if the predictions were OK or not, we can consult the \"SUMMARY\" entry in the dataARC data.\n" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\t\n", "\t\n", "\n", "\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\t\n", "\n", "
A data.table: 6 × 4
IDENTRYCHAPTERSAGANAME
<chr><chr><chr><chr>
5FC9E2227C39E36162AF20981. kafli1. kafliLjósvetninga saga
5FC9E2227C39E36162AF20991. kafli1. kafliLjósvetninga saga
5FC9E2227C39E36162AF209B1. kafli1. kafliLjósvetninga saga
5FC9E2227C39E36162AF209C1. kafli1. kafliLjósvetninga saga
5FC9E2227C39E36162AF209D1. kafli1. kafliLjósvetninga saga
5FC9E2227C39E36162AF209E1. kafli1. kafliLjósvetninga saga
\n" ], "text/latex": [ "A data.table: 6 × 4\n", "\\begin{tabular}{llll}\n", " ID & ENTRY & CHAPTER & SAGANAME\\\\\n", " & & & \\\\\n", "\\hline\n", "\t 5FC9E2227C39E36162AF2098 & 1. kafli & 1. kafli & Ljósvetninga saga\\\\\n", "\t 5FC9E2227C39E36162AF2099 & 1. kafli & 1. kafli & Ljósvetninga saga\\\\\n", "\t 5FC9E2227C39E36162AF209B & 1. kafli & 1. kafli & Ljósvetninga saga\\\\\n", "\t 5FC9E2227C39E36162AF209C & 1. kafli & 1. kafli & Ljósvetninga saga\\\\\n", "\t 5FC9E2227C39E36162AF209D & 1. kafli & 1. kafli & Ljósvetninga saga\\\\\n", "\t 5FC9E2227C39E36162AF209E & 1. kafli & 1. kafli & Ljósvetninga saga\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", "A data.table: 6 × 4\n", "\n", "| ID <chr> | ENTRY <chr> | CHAPTER <chr> | SAGANAME <chr> |\n", "|---|---|---|---|\n", "| 5FC9E2227C39E36162AF2098 | 1. kafli | 1. kafli | Ljósvetninga saga |\n", "| 5FC9E2227C39E36162AF2099 | 1. kafli | 1. kafli | Ljósvetninga saga |\n", "| 5FC9E2227C39E36162AF209B | 1. kafli | 1. kafli | Ljósvetninga saga |\n", "| 5FC9E2227C39E36162AF209C | 1. kafli | 1. kafli | Ljósvetninga saga |\n", "| 5FC9E2227C39E36162AF209D | 1. kafli | 1. kafli | Ljósvetninga saga |\n", "| 5FC9E2227C39E36162AF209E | 1. kafli | 1. kafli | Ljósvetninga saga |\n", "\n" ], "text/plain": [ " ID ENTRY CHAPTER SAGANAME \n", "1 5FC9E2227C39E36162AF2098 1. kafli 1. kafli Ljósvetninga saga\n", "2 5FC9E2227C39E36162AF2099 1. kafli 1. kafli Ljósvetninga saga\n", "3 5FC9E2227C39E36162AF209B 1. kafli 1. kafli Ljósvetninga saga\n", "4 5FC9E2227C39E36162AF209C 1. kafli 1. kafli Ljósvetninga saga\n", "5 5FC9E2227C39E36162AF209D 1. kafli 1. kafli Ljósvetninga saga\n", "6 5FC9E2227C39E36162AF209E 1. kafli 1. kafli Ljósvetninga saga" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "entries = c(\"SAGANAME\",\"CHAPTER\") # Set the query\n", "\n", "saga_refs <- saga[CATEGORY %in% entries, .(ID, CATEGORY, ENTRY, X,Y)] # Filter by Entry\n", "\n", "saga_refs <- dcast(saga_refs, ID+ENTRY~CATEGORY, value.var=\"ENTRY\", # Cast into columns\n", " fun.aggregate = function (x) paste(x,collapse = \"; \"))\n", "\n", "saga_refs <- setDT(saga_refs)[order(ID), # Smush into one row\n", " lapply(.SD, function(x) x[!is.na(x) & x != \"\"][1]), \n", " by=ID]\n", "\n", "head(saga_refs)" ] } ], "metadata": { "kernelspec": { "display_name": "R", "language": "R", "name": "ir" }, "language_info": { "codemirror_mode": "r", "file_extension": ".r", "mimetype": "text/x-r-source", "name": "R", "pygments_lexer": "r", "version": "3.6.3" } }, "nbformat": 4, "nbformat_minor": 2 }