organismQuantity_check.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "5f419480",
   "metadata": {},
   "source": [
    "# Checking `organismQuantity` field in OBIS\n",
    "\n",
    "This notebook uses the entire OBIS database, dumped as a parquet file, to sort and filter out occurrences where the data provider gave an `organismQuantity` and `organismQuantityType`. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "9d20559a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "File Size is: 14.1 GB\n"
     ]
    }
   ],
   "source": [
    "import humanize\n",
    "import os\n",
    "import pandas as pd\n",
    "\n",
    "# file downloaded from https://obis.org/data/access/ on 2022-07-10\n",
    "file = '../obis_20230208.parquet'\n",
    "#file = 's3://gbif-open-data-eu-central-1/occurrence/2022-07-01/occurrence.parquet'\n",
    "\n",
    " \n",
    "file_size = humanize.naturalsize(os.path.getsize(file))\n",
    "print('File Size is:', file_size)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "77e4a6d9",
   "metadata": {},
   "source": [
    "Try to read using Dask."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "7d0b2cc8",
   "metadata": {},
   "outputs": [],
   "source": [
    "# import dask.dataframe as dd\n",
    "\n",
    "# columns = ['organismQuantity', 'organismQuantityType','decimalLatitude','decimalLongitude']\n",
    "\n",
    "# #url = 'https://obis-datasets.ams3.digitaloceanspaces.com/exports/obis_20221006.parquet'\n",
    "# #url = 's3://gbif-open-data-eu-central-1/occurrence/2022-07-01/occurrence.parquet'\n",
    "\n",
    "\n",
    "# ddf = dd.read_parquet(url, engine=\"fastparquet\", ignore_metadata_file=True, columns=columns)\n",
    "\n",
    "# ddf"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "35cab189",
   "metadata": {},
   "source": [
    "This file is large, so we need to only load in the data we need. So we will pre-select the columns of interest. Then we can read it into memory."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "881b7b92",
   "metadata": {},
   "outputs": [
    {
     "ename": "ValueError",
     "evalue": "Following columns were requested but are not available: {'blah'}.\nAll requested columns: ['blah']\nAvailable columns: ['id', 'dataset_id', 'decimalLongitude', 'decimalLatitude', 'date_start', 'date_mid', 'date_end', 'date_year', 'scientificName', 'originalScientificName', 'minimumDepthInMeters', 'maximumDepthInMeters', 'depth', 'coordinateUncertaintyInMeters', 'flags', 'dropped', 'absence', 'shoredistance', 'bathymetry', 'sst', 'sss', 'marine', 'brackish', 'freshwater', 'terrestrial', 'taxonRank', 'AphiaID', 'redlist_category', 'superdomain', 'domain', 'kingdom', 'subkingdom', 'infrakingdom', 'phylum', 'phylum_division', 'subphylum_subdivision', 'subphylum', 'infraphylum', 'parvphylum', 'gigaclass', 'megaclass', 'superclass', 'class', 'subclass', 'infraclass', 'subterclass', 'superorder', 'order', 'suborder', 'infraorder', 'parvorder', 'superfamily', 'family', 'subfamily', 'supertribe', 'tribe', 'subtribe', 'genus', 'subgenus', 'section', 'subsection', 'series', 'species', 'subspecies', 'natio', 'variety', 'subvariety', 'forma', 'subforma', 'type', 'modified', 'language', 'license', 'rightsHolder', 'accessRights', 'bibliographicCitation', 'references', 'institutionID', 'collectionID', 'datasetID', 'institutionCode', 'collectionCode', 'datasetName', 'ownerInstitutionCode', 'basisOfRecord', 'informationWithheld', 'dataGeneralizations', 'dynamicProperties', 'materialSampleID', 'occurrenceID', 'catalogNumber', 'occurrenceRemarks', 'recordNumber', 'recordedBy', 'recordedByID', 'individualCount', 'organismQuantity', 'organismQuantityType', 'sex', 'lifeStage', 'reproductiveCondition', 'behavior', 'establishmentMeans', 'occurrenceStatus', 'preparations', 'disposition', 'otherCatalogNumbers', 'associatedMedia', 'associatedReferences', 'associatedSequences', 'associatedTaxa', 'organismID', 'organismName', 'organismScope', 'associatedOccurrences', 'associatedOrganisms', 'previousIdentifications', 'organismRemarks', 'eventID', 'parentEventID', 'samplingProtocol', 'sampleSizeValue', 'sampleSizeUnit', 'samplingEffort', 'eventDate', 'eventTime', 'startDayOfYear', 'endDayOfYear', 'year', 'month', 'day', 'verbatimEventDate', 'habitat', 'fieldNumber', 'fieldNotes', 'eventRemarks', 'locationID', 'higherGeographyID', 'higherGeography', 'continent', 'waterBody', 'islandGroup', 'island', 'country', 'countryCode', 'stateProvince', 'county', 'municipality', 'locality', 'verbatimLocality', 'verbatimElevation', 'minimumElevationInMeters', 'maximumElevationInMeters', 'verbatimDepth', 'minimumDistanceAboveSurfaceInMeters', 'maximumDistanceAboveSurfaceInMeters', 'locationAccordingTo', 'locationRemarks', 'verbatimCoordinates', 'verbatimLatitude', 'verbatimLongitude', 'verbatimCoordinateSystem', 'verbatimSRS', 'geodeticDatum', 'coordinatePrecision', 'pointRadiusSpatialFit', 'footprintWKT', 'footprintSRS', 'footprintSpatialFit', 'georeferencedBy', 'georeferencedDate', 'georeferenceProtocol', 'georeferenceSources', 'georeferenceVerificationStatus', 'georeferenceRemarks', 'geologicalContextID', 'earliestEonOrLowestEonothem', 'latestEonOrHighestEonothem', 'earliestEraOrLowestErathem', 'latestEraOrHighestErathem', 'earliestPeriodOrLowestSystem', 'latestPeriodOrHighestSystem', 'earliestEpochOrLowestSeries', 'latestEpochOrHighestSeries', 'earliestAgeOrLowestStage', 'latestAgeOrHighestStage', 'lowestBiostratigraphicZone', 'highestBiostratigraphicZone', 'lithostratigraphicTerms', 'group', 'formation', 'member', 'bed', 'identificationID', 'identifiedBy', 'identifiedByID', 'dateIdentified', 'identificationReferences', 'identificationRemarks', 'identificationQualifier', 'identificationVerificationStatus', 'typeStatus', 'taxonID', 'scientificNameID', 'acceptedNameUsageID', 'parentNameUsageID', 'originalNameUsageID', 'nameAccordingToID', 'namePublishedInID', 'taxonConceptID', 'acceptedNameUsage', 'parentNameUsage', 'originalNameUsage', 'nameAccordingTo', 'namePublishedIn', 'namePublishedInYear', 'higherClassification', 'specificEpithet', 'infraspecificEpithet', 'verbatimTaxonRank', 'scientificNameAuthorship', 'vernacularName', 'nomenclaturalCode', 'taxonomicStatus', 'nomenclaturalStatus', 'taxonRemarks']",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mValueError\u001b[0m                                Traceback (most recent call last)",
      "Cell \u001b[1;32mIn [10], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m df \u001b[38;5;241m=\u001b[39m \u001b[43mpd\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mread_parquet\u001b[49m\u001b[43m(\u001b[49m\u001b[43mfile\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mengine\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mfastparquet\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mblah\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m      2\u001b[0m \u001b[38;5;66;03m#df.columns()\u001b[39;00m\n",
      "File \u001b[1;32m~\\programs\\Miniforge\\envs\\globe\\lib\\site-packages\\pandas\\io\\parquet.py:503\u001b[0m, in \u001b[0;36mread_parquet\u001b[1;34m(path, engine, columns, storage_options, use_nullable_dtypes, **kwargs)\u001b[0m\n\u001b[0;32m    456\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m    457\u001b[0m \u001b[38;5;124;03mLoad a parquet object from the file path, returning a DataFrame.\u001b[39;00m\n\u001b[0;32m    458\u001b[0m \n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    499\u001b[0m \u001b[38;5;124;03mDataFrame\u001b[39;00m\n\u001b[0;32m    500\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m    501\u001b[0m impl \u001b[38;5;241m=\u001b[39m get_engine(engine)\n\u001b[1;32m--> 503\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m impl\u001b[38;5;241m.\u001b[39mread(\n\u001b[0;32m    504\u001b[0m     path,\n\u001b[0;32m    505\u001b[0m     columns\u001b[38;5;241m=\u001b[39mcolumns,\n\u001b[0;32m    506\u001b[0m     storage_options\u001b[38;5;241m=\u001b[39mstorage_options,\n\u001b[0;32m    507\u001b[0m     use_nullable_dtypes\u001b[38;5;241m=\u001b[39muse_nullable_dtypes,\n\u001b[0;32m    508\u001b[0m     \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs,\n\u001b[0;32m    509\u001b[0m )\n",
      "File \u001b[1;32m~\\programs\\Miniforge\\envs\\globe\\lib\\site-packages\\pandas\\io\\parquet.py:358\u001b[0m, in \u001b[0;36mFastParquetImpl.read\u001b[1;34m(self, path, columns, storage_options, **kwargs)\u001b[0m\n\u001b[0;32m    356\u001b[0m \u001b[38;5;28;01mtry\u001b[39;00m:\n\u001b[0;32m    357\u001b[0m     parquet_file \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mapi\u001b[38;5;241m.\u001b[39mParquetFile(path, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mparquet_kwargs)\n\u001b[1;32m--> 358\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m parquet_file\u001b[38;5;241m.\u001b[39mto_pandas(columns\u001b[38;5;241m=\u001b[39mcolumns, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs)\n\u001b[0;32m    359\u001b[0m \u001b[38;5;28;01mfinally\u001b[39;00m:\n\u001b[0;32m    360\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m handles \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n",
      "File \u001b[1;32m~\\programs\\Miniforge\\envs\\globe\\lib\\site-packages\\fastparquet\\api.py:737\u001b[0m, in \u001b[0;36mParquetFile.to_pandas\u001b[1;34m(self, columns, categories, filters, index, row_filter, dtypes)\u001b[0m\n\u001b[0;32m    735\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m index:\n\u001b[0;32m    736\u001b[0m     columns \u001b[38;5;241m+\u001b[39m\u001b[38;5;241m=\u001b[39m [i \u001b[38;5;28;01mfor\u001b[39;00m i \u001b[38;5;129;01min\u001b[39;00m index \u001b[38;5;28;01mif\u001b[39;00m i \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m columns]\n\u001b[1;32m--> 737\u001b[0m \u001b[43mcheck_column_names\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcolumns\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m+\u001b[39;49m\u001b[43m \u001b[49m\u001b[38;5;28;43mlist\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcats\u001b[49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcolumns\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcategories\u001b[49m\u001b[43m)\u001b[49m\n\u001b[0;32m    738\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m row_filter \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mFalse\u001b[39;00m:\n\u001b[0;32m    739\u001b[0m     \u001b[38;5;28;01mif\u001b[39;00m filters \u001b[38;5;129;01mand\u001b[39;00m row_filter \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;28;01mTrue\u001b[39;00m:\n\u001b[0;32m    740\u001b[0m         \u001b[38;5;66;03m# Rows are selected as per filters.\u001b[39;00m\n\u001b[0;32m    741\u001b[0m         \u001b[38;5;66;03m# TODO: special case when filter columns are also in output\u001b[39;00m\n",
      "File \u001b[1;32m~\\programs\\Miniforge\\envs\\globe\\lib\\site-packages\\fastparquet\\util.py:132\u001b[0m, in \u001b[0;36mcheck_column_names\u001b[1;34m(columns, *args)\u001b[0m\n\u001b[0;32m    130\u001b[0m missing \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mset\u001b[39m(arg) \u001b[38;5;241m-\u001b[39m \u001b[38;5;28mset\u001b[39m(columns)\n\u001b[0;32m    131\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m missing:\n\u001b[1;32m--> 132\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mFollowing columns were requested but are \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    133\u001b[0m                      \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnot available: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m.\u001b[39m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    134\u001b[0m                      \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAll requested columns: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;130;01m\\n\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    135\u001b[0m                      \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mAvailable columns: \u001b[39m\u001b[38;5;132;01m%s\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m    136\u001b[0m                      \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;241m%\u001b[39m (missing, arg, columns))\n",
      "\u001b[1;31mValueError\u001b[0m: Following columns were requested but are not available: {'blah'}.\nAll requested columns: ['blah']\nAvailable columns: ['id', 'dataset_id', 'decimalLongitude', 'decimalLatitude', 'date_start', 'date_mid', 'date_end', 'date_year', 'scientificName', 'originalScientificName', 'minimumDepthInMeters', 'maximumDepthInMeters', 'depth', 'coordinateUncertaintyInMeters', 'flags', 'dropped', 'absence', 'shoredistance', 'bathymetry', 'sst', 'sss', 'marine', 'brackish', 'freshwater', 'terrestrial', 'taxonRank', 'AphiaID', 'redlist_category', 'superdomain', 'domain', 'kingdom', 'subkingdom', 'infrakingdom', 'phylum', 'phylum_division', 'subphylum_subdivision', 'subphylum', 'infraphylum', 'parvphylum', 'gigaclass', 'megaclass', 'superclass', 'class', 'subclass', 'infraclass', 'subterclass', 'superorder', 'order', 'suborder', 'infraorder', 'parvorder', 'superfamily', 'family', 'subfamily', 'supertribe', 'tribe', 'subtribe', 'genus', 'subgenus', 'section', 'subsection', 'series', 'species', 'subspecies', 'natio', 'variety', 'subvariety', 'forma', 'subforma', 'type', 'modified', 'language', 'license', 'rightsHolder', 'accessRights', 'bibliographicCitation', 'references', 'institutionID', 'collectionID', 'datasetID', 'institutionCode', 'collectionCode', 'datasetName', 'ownerInstitutionCode', 'basisOfRecord', 'informationWithheld', 'dataGeneralizations', 'dynamicProperties', 'materialSampleID', 'occurrenceID', 'catalogNumber', 'occurrenceRemarks', 'recordNumber', 'recordedBy', 'recordedByID', 'individualCount', 'organismQuantity', 'organismQuantityType', 'sex', 'lifeStage', 'reproductiveCondition', 'behavior', 'establishmentMeans', 'occurrenceStatus', 'preparations', 'disposition', 'otherCatalogNumbers', 'associatedMedia', 'associatedReferences', 'associatedSequences', 'associatedTaxa', 'organismID', 'organismName', 'organismScope', 'associatedOccurrences', 'associatedOrganisms', 'previousIdentifications', 'organismRemarks', 'eventID', 'parentEventID', 'samplingProtocol', 'sampleSizeValue', 'sampleSizeUnit', 'samplingEffort', 'eventDate', 'eventTime', 'startDayOfYear', 'endDayOfYear', 'year', 'month', 'day', 'verbatimEventDate', 'habitat', 'fieldNumber', 'fieldNotes', 'eventRemarks', 'locationID', 'higherGeographyID', 'higherGeography', 'continent', 'waterBody', 'islandGroup', 'island', 'country', 'countryCode', 'stateProvince', 'county', 'municipality', 'locality', 'verbatimLocality', 'verbatimElevation', 'minimumElevationInMeters', 'maximumElevationInMeters', 'verbatimDepth', 'minimumDistanceAboveSurfaceInMeters', 'maximumDistanceAboveSurfaceInMeters', 'locationAccordingTo', 'locationRemarks', 'verbatimCoordinates', 'verbatimLatitude', 'verbatimLongitude', 'verbatimCoordinateSystem', 'verbatimSRS', 'geodeticDatum', 'coordinatePrecision', 'pointRadiusSpatialFit', 'footprintWKT', 'footprintSRS', 'footprintSpatialFit', 'georeferencedBy', 'georeferencedDate', 'georeferenceProtocol', 'georeferenceSources', 'georeferenceVerificationStatus', 'georeferenceRemarks', 'geologicalContextID', 'earliestEonOrLowestEonothem', 'latestEonOrHighestEonothem', 'earliestEraOrLowestErathem', 'latestEraOrHighestErathem', 'earliestPeriodOrLowestSystem', 'latestPeriodOrHighestSystem', 'earliestEpochOrLowestSeries', 'latestEpochOrHighestSeries', 'earliestAgeOrLowestStage', 'latestAgeOrHighestStage', 'lowestBiostratigraphicZone', 'highestBiostratigraphicZone', 'lithostratigraphicTerms', 'group', 'formation', 'member', 'bed', 'identificationID', 'identifiedBy', 'identifiedByID', 'dateIdentified', 'identificationReferences', 'identificationRemarks', 'identificationQualifier', 'identificationVerificationStatus', 'typeStatus', 'taxonID', 'scientificNameID', 'acceptedNameUsageID', 'parentNameUsageID', 'originalNameUsageID', 'nameAccordingToID', 'namePublishedInID', 'taxonConceptID', 'acceptedNameUsage', 'parentNameUsage', 'originalNameUsage', 'nameAccordingTo', 'namePublishedIn', 'namePublishedInYear', 'higherClassification', 'specificEpithet', 'infraspecificEpithet', 'verbatimTaxonRank', 'scientificNameAuthorship', 'vernacularName', 'nomenclaturalCode', 'taxonomicStatus', 'nomenclaturalStatus', 'taxonRemarks']"
     ]
    }
   ],
   "source": [
    "df = pd.read_parquet(file, engine=\"fastparquet\", columns=['blah'])\n",
    "#df.columns()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "91bedda8",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "AphiaID\n",
      "absence\n",
      "acceptedNameUsage\n",
      "acceptedNameUsageID\n",
      "accessRights\n",
      "associatedMedia\n",
      "associatedOccurrences\n",
      "associatedOrganisms\n",
      "associatedReferences\n",
      "associatedSequences\n",
      "associatedTaxa\n",
      "basisOfRecord\n",
      "bathymetry\n",
      "bed\n",
      "behavior\n",
      "bibliographicCitation\n",
      "brackish\n",
      "catalogNumber\n",
      "class\n",
      "collectionCode\n",
      "collectionID\n",
      "continent\n",
      "coordinatePrecision\n",
      "coordinateUncertaintyInMeters\n",
      "country\n",
      "countryCode\n",
      "county\n",
      "dataGeneralizations\n",
      "datasetID\n",
      "datasetName\n",
      "dataset_id\n",
      "dateIdentified\n",
      "date_end\n",
      "date_mid\n",
      "date_start\n",
      "date_year\n",
      "day\n",
      "decimalLatitude\n",
      "decimalLongitude\n",
      "disposition\n",
      "domain\n",
      "dropped\n",
      "dynamicProperties\n",
      "earliestAgeOrLowestStage\n",
      "earliestEonOrLowestEonothem\n",
      "earliestEpochOrLowestSeries\n",
      "earliestEraOrLowestErathem\n",
      "earliestPeriodOrLowestSystem\n",
      "endDayOfYear\n",
      "establishmentMeans\n",
      "eventDate\n",
      "eventID\n",
      "eventRemarks\n",
      "eventTime\n",
      "family\n",
      "fieldNotes\n",
      "fieldNumber\n",
      "flags\n",
      "footprintSRS\n",
      "footprintSpatialFit\n",
      "footprintWKT\n",
      "forma\n",
      "formation\n",
      "freshwater\n",
      "genus\n",
      "geodeticDatum\n",
      "geologicalContextID\n",
      "georeferenceProtocol\n",
      "georeferenceRemarks\n",
      "georeferenceSources\n",
      "georeferenceVerificationStatus\n",
      "georeferencedBy\n",
      "georeferencedDate\n",
      "gigaclass\n",
      "group\n",
      "habitat\n",
      "higherClassification\n",
      "higherGeography\n",
      "higherGeographyID\n",
      "highestBiostratigraphicZone\n",
      "id\n",
      "identificationID\n",
      "identificationQualifier\n",
      "identificationReferences\n",
      "identificationRemarks\n",
      "identificationVerificationStatus\n",
      "identifiedBy\n",
      "identifiedByID\n",
      "individualCount\n",
      "informationWithheld\n",
      "infraclass\n",
      "infrakingdom\n",
      "infraorder\n",
      "infraphylum\n",
      "infraspecificEpithet\n",
      "institutionCode\n",
      "institutionID\n",
      "island\n",
      "islandGroup\n",
      "kingdom\n",
      "language\n",
      "latestAgeOrHighestStage\n",
      "latestEonOrHighestEonothem\n",
      "latestEpochOrHighestSeries\n",
      "latestEraOrHighestErathem\n",
      "latestPeriodOrHighestSystem\n",
      "license\n",
      "lifeStage\n",
      "lithostratigraphicTerms\n",
      "locality\n",
      "locationAccordingTo\n",
      "locationID\n",
      "locationRemarks\n",
      "lowestBiostratigraphicZone\n",
      "marine\n",
      "materialSampleID\n",
      "maximumDepthInMeters\n",
      "maximumDistanceAboveSurfaceInMeters\n",
      "maximumElevationInMeters\n",
      "megaclass\n",
      "member\n",
      "minimumDepthInMeters\n",
      "minimumDistanceAboveSurfaceInMeters\n",
      "minimumElevationInMeters\n",
      "modified\n",
      "month\n",
      "municipality\n",
      "nameAccordingTo\n",
      "nameAccordingToID\n",
      "namePublishedIn\n",
      "namePublishedInID\n",
      "namePublishedInYear\n",
      "natio\n",
      "nomenclaturalCode\n",
      "nomenclaturalStatus\n",
      "occurrenceID\n",
      "occurrenceRemarks\n",
      "occurrenceStatus\n",
      "order\n",
      "organismID\n",
      "organismName\n",
      "organismQuantity\n",
      "organismQuantityType\n",
      "organismRemarks\n",
      "organismScope\n",
      "originalNameUsage\n",
      "originalNameUsageID\n",
      "originalScientificName\n",
      "otherCatalogNumbers\n",
      "ownerInstitutionCode\n",
      "parentEventID\n",
      "parentNameUsage\n",
      "parentNameUsageID\n",
      "parvorder\n",
      "parvphylum\n",
      "phylum\n",
      "phylum_division\n",
      "pointRadiusSpatialFit\n",
      "preparations\n",
      "previousIdentifications\n",
      "recordNumber\n",
      "recordedBy\n",
      "recordedByID\n",
      "redlist_category\n",
      "references\n",
      "reproductiveCondition\n",
      "rightsHolder\n",
      "sampleSizeUnit\n",
      "sampleSizeValue\n",
      "samplingEffort\n",
      "samplingProtocol\n",
      "scientificName\n",
      "scientificNameAuthorship\n",
      "scientificNameID\n",
      "section\n",
      "series\n",
      "sex\n",
      "shoredistance\n",
      "species\n",
      "specificEpithet\n",
      "sss\n",
      "sst\n",
      "startDayOfYear\n",
      "stateProvince\n",
      "subclass\n",
      "subfamily\n",
      "subforma\n",
      "subgenus\n",
      "subkingdom\n",
      "suborder\n",
      "subphylum\n",
      "subphylum_subdivision\n",
      "subsection\n",
      "subspecies\n",
      "subterclass\n",
      "subtribe\n",
      "subvariety\n",
      "superclass\n",
      "superdomain\n",
      "superfamily\n",
      "superorder\n",
      "supertribe\n",
      "taxonConceptID\n",
      "taxonID\n",
      "taxonRank\n",
      "taxonRemarks\n",
      "taxonomicStatus\n",
      "terrestrial\n",
      "tribe\n",
      "type\n",
      "typeStatus\n",
      "variety\n",
      "verbatimCoordinateSystem\n",
      "verbatimCoordinates\n",
      "verbatimDepth\n",
      "verbatimElevation\n",
      "verbatimEventDate\n",
      "verbatimLatitude\n",
      "verbatimLocality\n",
      "verbatimLongitude\n",
      "verbatimSRS\n",
      "verbatimTaxonRank\n",
      "vernacularName\n",
      "waterBody\n",
      "year\n"
     ]
    }
   ],
   "source": [
    "cols = ['id', 'dataset_id', 'decimalLongitude', 'decimalLatitude', 'date_start', 'date_mid', 'date_end', 'date_year', 'scientificName', 'originalScientificName', 'minimumDepthInMeters', 'maximumDepthInMeters', 'coordinateUncertaintyInMeters', 'flags', 'dropped', 'absence', 'shoredistance', 'bathymetry', 'sst', 'sss', 'marine', 'brackish', 'freshwater', 'terrestrial', 'taxonRank', 'AphiaID', 'redlist_category', 'superdomain', 'domain', 'kingdom', 'subkingdom', 'infrakingdom', 'phylum', 'phylum_division', 'subphylum_subdivision', 'subphylum', 'infraphylum', 'parvphylum', 'gigaclass', 'megaclass', 'superclass', 'class', 'subclass', 'infraclass', 'subterclass', 'superorder', 'order', 'suborder', 'infraorder', 'parvorder', 'superfamily', 'family', 'subfamily', 'supertribe', 'tribe', 'subtribe', 'genus', 'subgenus', 'section', 'subsection', 'series', 'species', 'subspecies', 'natio', 'variety', 'subvariety', 'forma', 'subforma', 'type', 'modified', 'language', 'license', 'rightsHolder', 'accessRights', 'bibliographicCitation', 'references', 'institutionID', 'collectionID', 'datasetID', 'institutionCode', 'collectionCode', 'datasetName', 'ownerInstitutionCode', 'basisOfRecord', 'informationWithheld', 'dataGeneralizations', 'dynamicProperties', 'materialSampleID', 'occurrenceID', 'catalogNumber', 'occurrenceRemarks', 'recordNumber', 'recordedBy', 'recordedByID', 'individualCount', 'organismQuantity', 'organismQuantityType', 'sex', 'lifeStage', 'reproductiveCondition', 'behavior', 'establishmentMeans', 'occurrenceStatus', 'preparations', 'disposition', 'otherCatalogNumbers', 'associatedMedia', 'associatedReferences', 'associatedSequences', 'associatedTaxa', 'organismID', 'organismName', 'organismScope', 'associatedOccurrences', 'associatedOrganisms', 'previousIdentifications', 'organismRemarks', 'eventID', 'parentEventID', 'samplingProtocol', 'sampleSizeValue', 'sampleSizeUnit', 'samplingEffort', 'eventDate', 'eventTime', 'startDayOfYear', 'endDayOfYear', 'year', 'month', 'day', 'verbatimEventDate', 'habitat', 'fieldNumber', 'fieldNotes', 'eventRemarks', 'locationID', 'higherGeographyID', 'higherGeography', 'continent', 'waterBody', 'islandGroup', 'island', 'country', 'countryCode', 'stateProvince', 'county', 'municipality', 'locality', 'verbatimLocality', 'verbatimElevation', 'minimumElevationInMeters', 'maximumElevationInMeters', 'verbatimDepth', 'minimumDistanceAboveSurfaceInMeters', 'maximumDistanceAboveSurfaceInMeters', 'locationAccordingTo', 'locationRemarks', 'verbatimCoordinates', 'verbatimLatitude', 'verbatimLongitude', 'verbatimCoordinateSystem', 'verbatimSRS', 'geodeticDatum', 'coordinatePrecision', 'pointRadiusSpatialFit', 'footprintWKT', 'footprintSRS', 'footprintSpatialFit', 'georeferencedBy', 'georeferencedDate', 'georeferenceProtocol', 'georeferenceSources', 'georeferenceVerificationStatus', 'georeferenceRemarks', 'geologicalContextID', 'earliestEonOrLowestEonothem', 'latestEonOrHighestEonothem', 'earliestEraOrLowestErathem', 'latestEraOrHighestErathem', 'earliestPeriodOrLowestSystem', 'latestPeriodOrHighestSystem', 'earliestEpochOrLowestSeries', 'latestEpochOrHighestSeries', 'earliestAgeOrLowestStage', 'latestAgeOrHighestStage', 'lowestBiostratigraphicZone', 'highestBiostratigraphicZone', 'lithostratigraphicTerms', 'group', 'formation', 'member', 'bed', 'identificationID', 'identifiedBy', 'identifiedByID', 'dateIdentified', 'identificationReferences', 'identificationRemarks', 'identificationQualifier', 'identificationVerificationStatus', 'typeStatus', 'taxonID', 'scientificNameID', 'acceptedNameUsageID', 'parentNameUsageID', 'originalNameUsageID', 'nameAccordingToID', 'namePublishedInID', 'taxonConceptID', 'acceptedNameUsage', 'parentNameUsage', 'originalNameUsage', 'nameAccordingTo', 'namePublishedIn', 'namePublishedInYear', 'higherClassification', 'specificEpithet', 'infraspecificEpithet', 'verbatimTaxonRank', 'scientificNameAuthorship', 'vernacularName', 'nomenclaturalCode', 'taxonomicStatus', 'nomenclaturalStatus', 'taxonRemarks']\n",
    "\n",
    "for col in sorted(cols):\n",
    "    print(col)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a240b691",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>basisOfRecord</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Occurrence</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>HumanObservation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Occurrence</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Occurrence</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>HumanObservation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108504416</th>\n",
       "      <td>HumanObservation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108504417</th>\n",
       "      <td>HumanObservation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108504418</th>\n",
       "      <td>HumanObservation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108504419</th>\n",
       "      <td>HumanObservation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>108504420</th>\n",
       "      <td>HumanObservation</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>108504421 rows × 1 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "              basisOfRecord\n",
       "0                Occurrence\n",
       "1          HumanObservation\n",
       "2                Occurrence\n",
       "3                Occurrence\n",
       "4          HumanObservation\n",
       "...                     ...\n",
       "108504416  HumanObservation\n",
       "108504417  HumanObservation\n",
       "108504418  HumanObservation\n",
       "108504419  HumanObservation\n",
       "108504420  HumanObservation\n",
       "\n",
       "[108504421 rows x 1 columns]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "columns = ['basisOfRecord',]#'organismQuantity', 'organismQuantityType','decimalLatitude','decimalLongitude',]\n",
    "\n",
    "df = pd.read_parquet(file, engine=\"fastparquet\", columns=columns)\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1b0bd7fe",
   "metadata": {},
   "source": [
    "Let's check the size of the monster:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "1df84f2a",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Subset size is: 5.9 GB\n"
     ]
    }
   ],
   "source": [
    "nbytes = df.memory_usage(index=True, deep=True)\n",
    "\n",
    "subset_size = humanize.naturalsize(nbytes.sum())\n",
    "\n",
    "print('Subset size is:',subset_size)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "6cc79685",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(108504331, 1)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_filtered = df[df['basisOfRecord'].notna()]\n",
    "\n",
    "df_filtered.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "6d022c12",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Occurrence\n",
      "HumanObservation\n",
      "PreservedSpecimen\n",
      "MaterialSample\n",
      "MachineObservation\n",
      "O\n",
      "preservedSpecimen\n",
      "LivingSpecimen\n",
      "FossilSpecimen\n",
      "S\n",
      "Human observation\n",
      "Human Observation\n",
      "D\n",
      "NomenclaturalChecklist\n",
      "Humanobservation\n",
      "humanobservation\n",
      "machineobservation\n",
      "123.25\n",
      "materialSample\n",
      "DerivedFromLiterature\n",
      "123.1833\n",
      "121.6833\n",
      "122.2\n",
      "120.9\n",
      "119.45\n",
      "121.2333\n",
      "122.4333\n",
      "122.0667\n",
      "123.45\n",
      "120.0667\n",
      "121.8\n",
      "123.9167\n",
      "121.4833\n",
      "121.2\n",
      "122.5\n",
      "119.7333\n",
      "121.4333\n",
      "117.8833\n",
      "120.1\n",
      "118.0667\n",
      "122.9167\n",
      "121.1167\n",
      "122.1\n",
      "122.85\n",
      "121.75\n",
      "119.5833\n",
      "120.5333\n",
      "119.25\n",
      "121.5\n",
      "121.7167\n",
      "120.6833\n",
      "121.6167\n",
      "118.65\n",
      "122\n",
      "123.5833\n",
      "119.3833\n",
      "121.4\n",
      "123\n",
      "119.1333\n",
      "119.4667\n",
      "120.9167\n",
      "preservedspecimen\n",
      "120.9667\n",
      "121.95\n",
      "120.2333\n",
      "119.6667\n",
      "120.65\n",
      "123.3333\n",
      "120.75\n",
      "124\n",
      "122.4167\n",
      "humanObservation\n",
      "121\n",
      "120.9333\n",
      "120\n",
      "Marine Species\n",
      "121.0667\n",
      "120.25\n",
      "119.75\n",
      "122.9\n",
      "119.6\n",
      "118.2\n",
      "121.35\n",
      "122.5333\n",
      "119.8\n",
      "121.0833\n",
      "118.8333\n",
      "121.0333\n",
      "121.9667\n",
      "122.25\n",
      "123.2167\n",
      "122.7167\n",
      "122.6\n",
      "120.6\n",
      "119.85\n",
      "122.75\n",
      "123.5\n",
      "120.8333\n",
      "121.25\n",
      "122.3\n",
      "121.8333\n",
      "121.6333\n",
      "121.2833\n",
      "122.65\n",
      "122.15\n",
      "122.9833\n",
      "120.5\n",
      "123.4\n",
      "123.2333\n",
      "120.7833\n",
      "123.1\n",
      "122.35\n",
      "123.4167\n",
      "122.7667\n",
      "121.9833\n",
      "121.5833\n",
      "118.8167\n",
      "118.2167\n",
      "121.2167\n",
      "120.05\n",
      "121.5333\n",
      "120.95\n",
      "119.5333\n",
      "120.3333\n",
      "120.3167\n",
      "121.3667\n",
      "121.45\n",
      "118.95\n",
      "119.3\n",
      "118.0333\n",
      "121.8833\n",
      "119.9\n",
      "123.9\n",
      "117.8333\n",
      "123.75\n",
      "118.35\n",
      "120.3833\n",
      "119.1\n",
      "119.5167\n",
      "120.4667\n",
      "120.326\n",
      "121.3\n",
      "120.5167\n",
      "120.8167\n",
      "119.35\n"
     ]
    }
   ],
   "source": [
    "for string in df_filtered['basisOfRecord'].unique().tolist():\n",
    "    print(string)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e506c48f",
   "metadata": {},
   "source": [
    "Okay, let's filter out where `organismQuantityType` or `organismQuantity` don't have values. We need both to exist!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "ad7052fa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(27292364, 4)"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_filtered = df[(df['organismQuantityType'].notna() | df['organismQuantity'].notna())]\n",
    "\n",
    "df_filtered.shape"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c9699399",
   "metadata": {},
   "source": [
    "Let's make a map of the points we have for some context."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "b13c882c",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      ],
      "text/plain": [
       "<xarray.Image (decimalLatitude: 1400, decimalLongitude: 2000)>\n",
       "array([[4278190080, 4278190080, 4278190080, ..., 4278190080, 4278190080,\n",
       "        4278190080],\n",
       "       [4278190080, 4278190080, 4278190080, ..., 4278190080, 4278190080,\n",
       "        4278190080],\n",
       "       [4278190080, 4278190080, 4278190080, ..., 4278190080, 4278190080,\n",
       "        4278190080],\n",
       "       ...,\n",
       "       [4278190080, 4278190080, 4278190080, ..., 4278190080, 4278190080,\n",
       "        4278190080],\n",
       "       [4278190080, 4278190080, 4278190080, ..., 4278190080, 4278190080,\n",
       "        4278190080],\n",
       "       [4278190080, 4278190080, 4278190080, ..., 4278190080, 4278190080,\n",
       "        4278190080]], dtype=uint32)\n",
       "Coordinates:\n",
       "  * decimalLongitude  (decimalLongitude) float64 -179.9 -179.7 ... 179.7 179.9\n",
       "  * decimalLatitude   (decimalLatitude) float64 -89.94 -89.81 ... 89.65 89.78"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import datashader as ds\n",
    "import colorcet\n",
    "\n",
    "cvs = ds.Canvas(plot_width=2000, plot_height=1400)\n",
    "agg = cvs.points(df_filtered, 'decimalLongitude', 'decimalLatitude')\n",
    "img = ds.tf.set_background(\n",
    "            ds.tf.shade(agg, \n",
    "                cmap=colorcet.fire, \n",
    "                how='eq_hist', \n",
    "                rescale_discrete_levels=True,\n",
    "                ), \n",
    "            \"black\")\n",
    "\n",
    "img"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d7cec725",
   "metadata": {},
   "source": [
    "Let's see what the number of records for each unique `organismQuantityType` looks like:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "77905920",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>count</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>organismQuantityType</th>\n",
       "      <th></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>DNA sequence reads</th>\n",
       "      <td>17099687</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individuals</th>\n",
       "      <td>4258861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>detections per day</th>\n",
       "      <td>1510107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individual</th>\n",
       "      <td>533275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Relative Abundance</th>\n",
       "      <td>374608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individuals</th>\n",
       "      <td>211118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>number of individuals per 120 m3</th>\n",
       "      <td>153944</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cells per litre</th>\n",
       "      <td>132071</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>biomass in kilograms (kg)</th>\n",
       "      <td>115079</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>number of individuals per 60 m2</th>\n",
       "      <td>83765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>biomasskg</th>\n",
       "      <td>80982</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>percent cover</th>\n",
       "      <td>56226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cells/L</th>\n",
       "      <td>54371</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Quantity per cubic metre</th>\n",
       "      <td>53062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individuos</th>\n",
       "      <td>50377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Colonias</th>\n",
       "      <td>49727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Abundance per cubic metre</th>\n",
       "      <td>47766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>taxon per cubic metre</th>\n",
       "      <td>46984</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Area hectares</th>\n",
       "      <td>46736</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Canopy cover (%)</th>\n",
       "      <td>45401</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Area sq metre</th>\n",
       "      <td>39700</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individuos</th>\n",
       "      <td>34437</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Organisms per sample Area</th>\n",
       "      <td>32905</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Samplesize = Number per cubic metre</th>\n",
       "      <td>30681</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>abundance per m2</th>\n",
       "      <td>25723</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Abundance</th>\n",
       "      <td>24530</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cells per litre</th>\n",
       "      <td>24486</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>%coverage</th>\n",
       "      <td>20058</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>% cover</th>\n",
       "      <td>18462</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Area metres</th>\n",
       "      <td>17506</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>percent</th>\n",
       "      <td>17389</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Relative abundance %</th>\n",
       "      <td>16991</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Length of longest arm in millimeters</th>\n",
       "      <td>13905</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>number per cubic metre</th>\n",
       "      <td>13424</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>under 1 square meter</th>\n",
       "      <td>12388</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>count per litre</th>\n",
       "      <td>11219</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>% cover per 5m2</th>\n",
       "      <td>8511</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Braun-Blanquet</th>\n",
       "      <td>7188</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individual density per metre square</th>\n",
       "      <td>6571</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Percent Cover</th>\n",
       "      <td>6288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>number of colonies or individuals observed spawning</th>\n",
       "      <td>6177</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individuals/m^2</th>\n",
       "      <td>5734</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nest count</th>\n",
       "      <td>5421</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individual count</th>\n",
       "      <td>5414</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>biomass in mg/m³</th>\n",
       "      <td>5191</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individuals per litre</th>\n",
       "      <td>5083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individuals per m3</th>\n",
       "      <td>4647</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>specimen count</th>\n",
       "      <td>4402</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>number of individuals per 100 cubic meter</th>\n",
       "      <td>3957</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Weight grams per Ha</th>\n",
       "      <td>3370</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>present</th>\n",
       "      <td>3190</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>??</th>\n",
       "      <td>2907</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individuo</th>\n",
       "      <td>2826</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>nests</th>\n",
       "      <td>2565</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Reads</th>\n",
       "      <td>2519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>?</th>\n",
       "      <td>2230</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>grams</th>\n",
       "      <td>2147</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cells per millilitre</th>\n",
       "      <td>2025</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individuals per 5m2</th>\n",
       "      <td>2020</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Anterior to posterior length in millimeters</th>\n",
       "      <td>2013</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Abundance - individuals 1000 m-3</th>\n",
       "      <td>1856</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>grams dry weight per square metre</th>\n",
       "      <td>1846</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>percent coverage</th>\n",
       "      <td>1651</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sequence Counts (%)</th>\n",
       "      <td>1569</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individual</th>\n",
       "      <td>1525</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Biomass</th>\n",
       "      <td>1453</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>number of individuals</th>\n",
       "      <td>1406</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sequence Counts</th>\n",
       "      <td>1310</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Relative abundance (%)</th>\n",
       "      <td>1261</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>abundance per cubic metre</th>\n",
       "      <td>1070</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Biomass kg wet per sq m</th>\n",
       "      <td>1055</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individuals per square kilometre</th>\n",
       "      <td>1022</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Abundance (per square metre)</th>\n",
       "      <td>999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>992</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pairs</th>\n",
       "      <td>953</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>pairs</th>\n",
       "      <td>914</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>maxN</th>\n",
       "      <td>871</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Mean abundance</th>\n",
       "      <td>821</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Percent cover</th>\n",
       "      <td>772</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>(Cel/L)</th>\n",
       "      <td>765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>abundance</th>\n",
       "      <td>747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Number per cubic metre</th>\n",
       "      <td>742</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>abundance?</th>\n",
       "      <td>740</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>number of individuals per cubic meter</th>\n",
       "      <td>664</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>chicks</th>\n",
       "      <td>628</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cél/cm2</th>\n",
       "      <td>617</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individuals per 1000 m3 of water</th>\n",
       "      <td>574</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individuals per m2</th>\n",
       "      <td>519</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Density of kelp coverage</th>\n",
       "      <td>471</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individualCount</th>\n",
       "      <td>467</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individuos/m3</th>\n",
       "      <td>458</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean number of invertebrates per rhodolith</th>\n",
       "      <td>448</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>adults</th>\n",
       "      <td>437</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>High Estimate</th>\n",
       "      <td>396</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Low Estimate</th>\n",
       "      <td>396</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Best Estimate</th>\n",
       "      <td>396</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cell concentrations × 10-4 per litre</th>\n",
       "      <td>388</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Abundances in individuals per m3</th>\n",
       "      <td>380</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individuals/1000 m3</th>\n",
       "      <td>330</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>coverage</th>\n",
       "      <td>316</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Maximum number observed in a single frame</th>\n",
       "      <td>297</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>observed individuals</th>\n",
       "      <td>290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Percent bottom covered within transect quadrat sample</th>\n",
       "      <td>286</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>indivisuals</th>\n",
       "      <td>209</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>catch count</th>\n",
       "      <td>208</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>avg fish per site</th>\n",
       "      <td>197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>% cover per 10m2</th>\n",
       "      <td>197</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individuals per 10000 cubic meter</th>\n",
       "      <td>161</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individual density (m^-2)</th>\n",
       "      <td>132</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>colony</th>\n",
       "      <td>126</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>dry weight (grams)</th>\n",
       "      <td>118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Muestra de músculo</th>\n",
       "      <td>98</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Abundance (%)</th>\n",
       "      <td>89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1000 coccospheres per square metre per day</th>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1,000,000 coccoliths per square metre per day</th>\n",
       "      <td>80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Individuos de peces</th>\n",
       "      <td>70</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Muestra de piel</th>\n",
       "      <td>53</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>%Frequency</th>\n",
       "      <td>49</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Nests</th>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Corte histológico</th>\n",
       "      <td>41</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Burrows</th>\n",
       "      <td>37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>x10^4 μm^3 cell-1</th>\n",
       "      <td>31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>% of total coral</th>\n",
       "      <td>24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Preservado en Seco</th>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cells l-1</th>\n",
       "      <td>23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cepa</th>\n",
       "      <td>19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>based on ten 0.03 m2 cores</th>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>No. of Cells (cell/L)</th>\n",
       "      <td>15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Células/mL</th>\n",
       "      <td>13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>based on five 0.03 m2 cores</th>\n",
       "      <td>11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>per m2</th>\n",
       "      <td>10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>per hour</th>\n",
       "      <td>9</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Fragmentos</th>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Hojas</th>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Preservado en Alcohol 70%</th>\n",
       "      <td>7</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>individual density per metre cube</th>\n",
       "      <td>6</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>bloom</th>\n",
       "      <td>5</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cells</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>old nests</th>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>filaments</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Roosting</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>based on two 0.03 m2 cores (1 m apart)</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Carcasses</th>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>cells per L</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Pairs and burrows</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>colonies</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>strandings</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>standardLengthInMillimeters</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>chick</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>separate cells</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>polyps</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>plants</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>100m patches</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>million cells l1</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>near-fledging chicks</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>x10^4 μm^3 cell^-1</th>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>presence/absence</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>presence</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Relative cover</th>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                       count\n",
       "organismQuantityType                                        \n",
       "DNA sequence reads                                  17099687\n",
       "individuals                                          4258861\n",
       "detections per day                                   1510107\n",
       "individual                                            533275\n",
       "Relative Abundance                                    374608\n",
       "Individuals                                           211118\n",
       "number of individuals per 120 m3                      153944\n",
       "Cells per litre                                       132071\n",
       "biomass in kilograms (kg)                             115079\n",
       "number of individuals per 60 m2                        83765\n",
       "biomasskg                                              80982\n",
       "percent cover                                          56226\n",
       "cells/L                                                54371\n",
       "Quantity per cubic metre                               53062\n",
       "Individuos                                             50377\n",
       "Colonias                                               49727\n",
       "Abundance per cubic metre                              47766\n",
       "taxon per cubic metre                                  46984\n",
       "Area hectares                                          46736\n",
       "Canopy cover (%)                                       45401\n",
       "Area sq metre                                          39700\n",
       "individuos                                             34437\n",
       "Organisms per sample Area                              32905\n",
       "Samplesize = Number per cubic metre                    30681\n",
       "abundance per m2                                       25723\n",
       "Abundance                                              24530\n",
       "cells per litre                                        24486\n",
       "%coverage                                              20058\n",
       "% cover                                                18462\n",
       "Area metres                                            17506\n",
       "percent                                                17389\n",
       "Relative abundance %                                   16991\n",
       "Length of longest arm in millimeters                   13905\n",
       "number per cubic metre                                 13424\n",
       "under 1 square meter                                   12388\n",
       "count per litre                                        11219\n",
       "% cover per 5m2                                         8511\n",
       "Braun-Blanquet                                          7188\n",
       "individual density per metre square                     6571\n",
       "Percent Cover                                           6288\n",
       "number of colonies or individuals observed spaw...      6177\n",
       "individuals/m^2                                         5734\n",
       "nest count                                              5421\n",
       "individual count                                        5414\n",
       "biomass in mg/m³                                        5191\n",
       "Individuals per litre                                   5083\n",
       "Individuals per m3                                      4647\n",
       "specimen count                                          4402\n",
       "number of individuals per 100 cubic meter               3957\n",
       "Weight grams per Ha                                     3370\n",
       "present                                                 3190\n",
       "??                                                      2907\n",
       "Individuo                                               2826\n",
       "nests                                                   2565\n",
       "Reads                                                   2519\n",
       "?                                                       2230\n",
       "grams                                                   2147\n",
       "Cells per millilitre                                    2025\n",
       "Individuals per 5m2                                     2020\n",
       "Anterior to posterior length in millimeters             2013\n",
       "Abundance - individuals 1000 m-3                        1856\n",
       "grams dry weight per square metre                       1846\n",
       "percent coverage                                        1651\n",
       "Sequence Counts (%)                                     1569\n",
       "Individual                                              1525\n",
       "Biomass                                                 1453\n",
       "number of individuals                                   1406\n",
       "Sequence Counts                                         1310\n",
       "Relative abundance (%)                                  1261\n",
       "abundance per cubic metre                               1070\n",
       "Biomass kg wet per sq m                                 1055\n",
       "individuals per square kilometre                        1022\n",
       "Abundance (per square metre)                             999\n",
       "count                                                    992\n",
       "Pairs                                                    953\n",
       "pairs                                                    914\n",
       "maxN                                                     871\n",
       "Mean abundance                                           821\n",
       "Percent cover                                            772\n",
       "(Cel/L)                                                  765\n",
       "abundance                                                747\n",
       "Number per cubic metre                                   742\n",
       "abundance?                                               740\n",
       "number of individuals per cubic meter                    664\n",
       "chicks                                                   628\n",
       "Cél/cm2                                                  617\n",
       "individuals per 1000 m3 of water                         574\n",
       "individuals per m2                                       519\n",
       "Density of kelp coverage                                 471\n",
       "individualCount                                          467\n",
       "Individuos/m3                                            458\n",
       "mean number of invertebrates per rhodolith               448\n",
       "adults                                                   437\n",
       "High Estimate                                            396\n",
       "Low Estimate                                             396\n",
       "Best Estimate                                            396\n",
       "cell concentrations × 10-4 per litre                     388\n",
       "Abundances in individuals per m3                         380\n",
       "individuals/1000 m3                                      330\n",
       "coverage                                                 316\n",
       "Maximum number observed in a single frame                297\n",
       "observed individuals                                     290\n",
       "Percent bottom covered within transect quadrat ...       286\n",
       "indivisuals                                              209\n",
       "catch count                                              208\n",
       "avg fish per site                                        197\n",
       "% cover per 10m2                                         197\n",
       "individuals per 10000 cubic meter                        161\n",
       "Individual density (m^-2)                                132\n",
       "colony                                                   126\n",
       "dry weight (grams)                                       118\n",
       "Muestra de músculo                                        98\n",
       "Abundance (%)                                             89\n",
       "1000 coccospheres per square metre per day                80\n",
       "1,000,000 coccoliths per square metre per day             80\n",
       "Individuos de peces                                       70\n",
       "Muestra de piel                                           53\n",
       "%Frequency                                                49\n",
       "Nests                                                     47\n",
       "Corte histológico                                         41\n",
       "Burrows                                                   37\n",
       "x10^4 μm^3 cell-1                                         31\n",
       "% of total coral                                          24\n",
       "Preservado en Seco                                        23\n",
       "cells l-1                                                 23\n",
       "Cepa                                                      19\n",
       "based on ten 0.03 m2 cores                                15\n",
       "No. of Cells (cell/L)                                     15\n",
       "Células/mL                                                13\n",
       "based on five 0.03 m2 cores                               11\n",
       "per m2                                                    10\n",
       "per hour                                                   9\n",
       "Fragmentos                                                 7\n",
       "Hojas                                                      7\n",
       "Preservado en Alcohol 70%                                  7\n",
       "individual density per metre cube                          6\n",
       "bloom                                                      5\n",
       "cells                                                      3\n",
       "old nests                                                  3\n",
       "filaments                                                  2\n",
       "Roosting                                                   2\n",
       "based on two 0.03 m2 cores (1 m apart)                     2\n",
       "Carcasses                                                  2\n",
       "cells per L                                                1\n",
       "Pairs and burrows                                          1\n",
       "colonies                                                   1\n",
       "strandings                                                 1\n",
       "standardLengthInMillimeters                                1\n",
       "chick                                                      1\n",
       "separate cells                                             1\n",
       "polyps                                                     1\n",
       "plants                                                     1\n",
       "100m patches                                               1\n",
       "million cells l1                                          1\n",
       "near-fledging chicks                                       1\n",
       "x10^4 μm^3 cell^-1                                         1\n",
       "presence/absence                                           0\n",
       "presence                                                   0\n",
       "Relative cover                                             0"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.set_option('display.max_rows', 160)\n",
    "df_group = df.groupby(by='organismQuantityType').count()\n",
    "\n",
    "df_group.drop(columns=['decimalLatitude','decimalLongitude'], inplace=True)\n",
    "\n",
    "df_group.rename(columns={'organismQuantity':'count'}, inplace=True)\n",
    "\n",
    "df_group.sort_values(by='count', ascending=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "27fb750a",
   "metadata": {},
   "source": [
    "Numbers are nice, but I'm a visual person. Show me a histogram of the number of records for each `organismQuantity` so I can visually see which ones occur the most."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "7e1f4d9f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot: xlabel='organismQuantityType', ylabel='count'>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Mathew.Biddle\\programs\\Miniforge\\envs\\globe\\lib\\site-packages\\IPython\\core\\events.py:89: UserWarning: Glyph 150 (\\x96) missing from current font.\n",
      "  func(*args, **kwargs)\n",
      "C:\\Users\\Mathew.Biddle\\programs\\Miniforge\\envs\\globe\\lib\\site-packages\\IPython\\core\\pylabtools.py:152: UserWarning: Glyph 150 (\\x96) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 3000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_group.reset_index(inplace=True)\n",
    "\n",
    "df_group.plot.bar(x='organismQuantityType',y='count',\n",
    "                                figsize=(30,10),\n",
    "                                ylabel='count',\n",
    "                               )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "bf8f28ee",
   "metadata": {},
   "source": [
    "That's a lot of different `organismQuantityTypes`. How about I pick the top 20 cited ones?\n",
    "\n",
    "But, first let's remove that top `DNA sequence reads` entry as it totally masks out the other `organismQuantityTypes`."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "0b23ff09",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>organismQuantityType</th>\n",
       "      <th>count</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>116</th>\n",
       "      <td>individuals</td>\n",
       "      <td>4258861</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>106</th>\n",
       "      <td>detections per day</td>\n",
       "      <td>1510107</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>111</th>\n",
       "      <td>individual</td>\n",
       "      <td>533275</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>70</th>\n",
       "      <td>Relative Abundance</td>\n",
       "      <td>374608</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>43</th>\n",
       "      <td>Individuals</td>\n",
       "      <td>211118</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>134</th>\n",
       "      <td>number of individuals per 120 m3</td>\n",
       "      <td>153944</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>Cells per litre</td>\n",
       "      <td>132071</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>88</th>\n",
       "      <td>biomass in kilograms (kg)</td>\n",
       "      <td>115079</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>135</th>\n",
       "      <td>number of individuals per 60 m2</td>\n",
       "      <td>83765</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>90</th>\n",
       "      <td>biomasskg</td>\n",
       "      <td>80982</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>144</th>\n",
       "      <td>percent cover</td>\n",
       "      <td>56226</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>98</th>\n",
       "      <td>cells/L</td>\n",
       "      <td>54371</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>68</th>\n",
       "      <td>Quantity per cubic metre</td>\n",
       "      <td>53062</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>48</th>\n",
       "      <td>Individuos</td>\n",
       "      <td>50377</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>Colonias</td>\n",
       "      <td>49727</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Abundance per cubic metre</td>\n",
       "      <td>47766</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>155</th>\n",
       "      <td>taxon per cubic metre</td>\n",
       "      <td>46984</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Area hectares</td>\n",
       "      <td>46736</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>Canopy cover (%)</td>\n",
       "      <td>45401</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                 organismQuantityType    count\n",
       "116                       individuals  4258861\n",
       "106                detections per day  1510107\n",
       "111                        individual   533275\n",
       "70                 Relative Abundance   374608\n",
       "43                        Individuals   211118\n",
       "134  number of individuals per 120 m3   153944\n",
       "29                    Cells per litre   132071\n",
       "88          biomass in kilograms (kg)   115079\n",
       "135   number of individuals per 60 m2    83765\n",
       "90                          biomasskg    80982\n",
       "144                     percent cover    56226\n",
       "98                            cells/L    54371\n",
       "68           Quantity per cubic metre    53062\n",
       "48                         Individuos    50377\n",
       "32                           Colonias    49727\n",
       "16          Abundance per cubic metre    47766\n",
       "155             taxon per cubic metre    46984\n",
       "19                      Area hectares    46736\n",
       "27                   Canopy cover (%)    45401"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "top_20 = df_group.sort_values(by='count', ascending=False).head(20)['organismQuantityType'].tail(19)\n",
    "\n",
    "\n",
    "df_top_20 = df_group.loc[df_group['organismQuantityType'].isin(top_20)]\n",
    "\n",
    "df_top_20.sort_values(by='count', ascending=False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "08f613e3",
   "metadata": {},
   "source": [
    "That's a little more manageable. Let's make a histogram of that distribution:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "470edd28",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<AxesSubplot: xlabel='organismQuantityType', ylabel='count'>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 3000x1000 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "df_top_20.plot.bar(x='organismQuantityType',y='count',\n",
    "                                figsize=(30,10),\n",
    "                                ylabel='count',\n",
    "                               )"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1e37b9eb",
   "metadata": {},
   "source": [
    "It looks like a significant amount of `organismQuantityTypes` are `individuals` (outside of `DNA sequence reads`). "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c922b076",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}