From 1955701e62763d5b05bc708d93876e0d96639d25 Mon Sep 17 00:00:00 2001 From: Naresh Jagadeesan Date: Thu, 8 Jun 2023 07:34:20 +0530 Subject: [PATCH 1/3] feat: @stdlib/datasets/penguins If applied, this commit will bring in the changes to add the penguin dataset as an alternative to the iris dataset Closes: #300 --- .../@stdlib/datasets/penguins/LICENSE | 356 ++++++++++++++++++ .../@stdlib/datasets/penguins/NOTICE | 9 + .../@stdlib/datasets/penguins/README.md | 225 +++++++++++ .../penguins/benchmark/benchmark.browser.js | 47 +++ .../datasets/penguins/benchmark/benchmark.js | 55 +++ .../@stdlib/datasets/penguins/bin/cli | 100 +++++ .../@stdlib/datasets/penguins/data/data.csv | 345 +++++++++++++++++ .../@stdlib/datasets/penguins/data/data.json | 1 + .../datasets/penguins/datapackage.json | 173 +++++++++ .../@stdlib/datasets/penguins/docs/repl.txt | 70 ++++ .../datasets/penguins/docs/types/index.d.ts | 132 +++++++ .../datasets/penguins/docs/types/test.ts | 32 ++ .../@stdlib/datasets/penguins/docs/usage.txt | 9 + .../datasets/penguins/etc/cli_opts.json | 17 + .../datasets/penguins/examples/index.js | 76 ++++ .../@stdlib/datasets/penguins/lib/browser.js | 45 +++ .../@stdlib/datasets/penguins/lib/index.js | 40 ++ .../@stdlib/datasets/penguins/lib/main.js | 63 ++++ .../@stdlib/datasets/penguins/package.json | 71 ++++ .../datasets/penguins/test/test.browser.js | 61 +++ .../datasets/penguins/test/test.cli.js | 200 ++++++++++ .../@stdlib/datasets/penguins/test/test.js | 69 ++++ .../datasets/penguins/test/test.main.js | 48 +++ 23 files changed, 2244 insertions(+) create mode 100644 lib/node_modules/@stdlib/datasets/penguins/LICENSE create mode 100644 lib/node_modules/@stdlib/datasets/penguins/NOTICE create mode 100644 lib/node_modules/@stdlib/datasets/penguins/README.md create mode 100644 lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.browser.js create mode 100644 lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.js create mode 100755 lib/node_modules/@stdlib/datasets/penguins/bin/cli create mode 100644 lib/node_modules/@stdlib/datasets/penguins/data/data.csv create mode 100644 lib/node_modules/@stdlib/datasets/penguins/data/data.json create mode 100644 lib/node_modules/@stdlib/datasets/penguins/datapackage.json create mode 100644 lib/node_modules/@stdlib/datasets/penguins/docs/repl.txt create mode 100644 lib/node_modules/@stdlib/datasets/penguins/docs/types/index.d.ts create mode 100644 lib/node_modules/@stdlib/datasets/penguins/docs/types/test.ts create mode 100644 lib/node_modules/@stdlib/datasets/penguins/docs/usage.txt create mode 100644 lib/node_modules/@stdlib/datasets/penguins/etc/cli_opts.json create mode 100644 lib/node_modules/@stdlib/datasets/penguins/examples/index.js create mode 100644 lib/node_modules/@stdlib/datasets/penguins/lib/browser.js create mode 100644 lib/node_modules/@stdlib/datasets/penguins/lib/index.js create mode 100644 lib/node_modules/@stdlib/datasets/penguins/lib/main.js create mode 100644 lib/node_modules/@stdlib/datasets/penguins/package.json create mode 100644 lib/node_modules/@stdlib/datasets/penguins/test/test.browser.js create mode 100644 lib/node_modules/@stdlib/datasets/penguins/test/test.cli.js create mode 100644 lib/node_modules/@stdlib/datasets/penguins/test/test.js create mode 100644 lib/node_modules/@stdlib/datasets/penguins/test/test.main.js diff --git a/lib/node_modules/@stdlib/datasets/penguins/LICENSE b/lib/node_modules/@stdlib/datasets/penguins/LICENSE new file mode 100644 index 000000000000..dc6d53e33997 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/LICENSE @@ -0,0 +1,356 @@ +The use of the database is licensed under an Open Data Commons Public Domain +Dedication & License 1.0 (PDDL 1.0), while the database contents are licensed +under Creative Commons Zero v1.0 Universal (CC0 1.0). 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If the rights waived or granted under applicable law in the relevant jurisdiction includes additional rights not waived or granted under this Document, these additional rights are included in this Document in order to meet the intent of this Document. diff --git a/lib/node_modules/@stdlib/datasets/penguins/NOTICE b/lib/node_modules/@stdlib/datasets/penguins/NOTICE new file mode 100644 index 000000000000..c59b015161b0 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/NOTICE @@ -0,0 +1,9 @@ +Copyright (c) 2023 The Stdlib Authors. + +Dataset is from Palmer Peguins Dataset (https://github.com/allisonhorst/palmerpenguins). + +All messages were posted to public fora, were sent to the original author in the +knowledge that they may be made public, were sent by the original author, or +originated as newsletters from public news web sites. + +Copyright for the text in the messages remains with the original senders. diff --git a/lib/node_modules/@stdlib/datasets/penguins/README.md b/lib/node_modules/@stdlib/datasets/penguins/README.md new file mode 100644 index 000000000000..dcda5db620a1 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/README.md @@ -0,0 +1,225 @@ + + +# Palmer Penguins + +> The [Palmer Penguins][palmer-penguins] data contains size measurements for three penguin species observed on three islands in the Palmer Archipelago Antarctica. Commonly used as an alternative to the [Iris dataset][iris-dataset]. + +
+ +
+ + + +
+ +## Usage + +```javascript +var dataset = require( '@stdlib/datasets/penguins' ); +``` + +#### dataset() + +Returns the [Palmer Penguins][palmer-penguins] public dataset. + +```javascript +var data = dataset(); +/* returns + [ + { + 'studyName': 'PAL0708', + 'sampleNumber': 1, + 'species': 'Adelie Penguin (Pygoscelis adeliae)', + 'region': 'Anvers', + 'island': 'Torgerse', + 'stage': 'Adult, 1 Egg Stage', + 'individualID': 'N1A1', + 'clutchCompletion': true, + 'dateEgg': '2007-11-11', + 'culmenLength': 39.1, + 'culmenDepth': 18.7, + 'flipperLength': 181, + 'bodyMass': 3750, + 'sex': 'MALE', + 'delta15N': null, + 'delta13C': null, + 'comments': 'Not enough blood for isotopes.' + }, + ... + ] +*/ +``` + +Each `array` element has the following fields: + +- `studyName`: Sampling expedition from which data were collected. +- `sampleNumber`: An integer denoting the continuous numbering sequence for each sample. +- `species`: A string denoting whether the observation belongs to an Adelie, Chinstrap or a Gentoo Penguin. +- `region`: A string denoting the region of Palmer LTER sampling grid. +- `island`: Island name (Dream, Torgersen, or Biscoe) in the Palmer Archipelago (Antarctica). +- `stage`: A string denoting reproductive stage at sampling. +- `individualID`: A string denoting the unique ID for each individual in dataset. +- `clutchCompletion`: A boolean whether the study nest was observed with a full clutch, i.e., 2 eggs. +- `dateEgg`: The date when the study nest was observed with 1 egg. +- `culmenLength`: The length of the dorsal ridge of a bird's bill (millimeters). +- `culmenDepth`: The depth of the dorsal ridge of a bird's bill (millimeters). +- `flipperLength`: The length penguin flipper (millimeters). +- `bodyMass`: The penguin's body mass in grams. +- `sex`: The sex of the penguin. +- `delta15N`: The measure of the ratio of stable isotopes 15N:14N. +- `delta13C`: The measure of the ratio of stable isotopes 13C:12C. +- `comments`: Additional relevant information for the observation. + +
+ + + +
+ +## Examples + + + +```javascript +var dataset = require( '@stdlib/datasets/penguins' ); + +var femaleCount; +var maleCount; +var data; +var i; + +data = dataset(); +for ( i = 0; i < data.length; i++ ) { + if ( data[ i ].sex === 'MALE' ) { + maleCount += 1; + } else { + femaleCount += 1; + } +} + +console.log( 'Number of Male Penguins in the Dataset: ', maleCount ); +console.log( 'Number of Female Penguins in the Dataset: ', femaleCount ); +``` + +
+ + + +* * * + +
+ +## CLI + +
+ +### Usage + +```text +Usage: penguins [options] + +Options: + + -h, --help Print this message. + -V, --version Print the package version. + --format fmt Output format: 'txt' or 'ndjson'. +``` + +
+ + + +
+ +### Notes + +- The CLI supports two output formats: plain text (`txt`) and newline-delimited JSON ([NDJSON][ndjson]). The default output format is `txt`. + +
+ + + +
+ +### Examples + +```bash +$ penguins +``` + +
+ + + +
+ + + +
+ +## References + +- Gorman KB, Williams TD, Fraser WR (2014). Ecological sexual dimorphism and environmental variability within a community of Antarctic penguins (genus Pygoscelis). PLoS ONE 9(3):e90081: doi:10.1371/journal.pone.0090081. +- Palmer Station Antarctica LTER and K. Gorman, 2020. Structural size measurements and isotopic signatures of foraging among adult male and female Adélie penguins (Pygoscelis adeliae) nesting along the Palmer Archipelago near Palmer Station, 2007-2009 ver 5. Environmental Data Initiative: doi:10.6073/pasta/98b16d7d563f265cb52372c8ca99e60f. +- Palmer Station Antarctica LTER and K. Gorman. 2020. Structural size measurements and isotopic signatures of foraging among adult male and female Gentoo penguin (Pygoscelis papua) nesting along the Palmer Archipelago near Palmer Station, 2007-2009 ver 5. Environmental Data Initiative: doi:10.6073/pasta/7fca67fb28d56ee2ffa3d9370ebda689. +- Palmer Station Antarctica LTER and K. Gorman, 2020. Structural size measurements and isotopic signatures of foraging among adult male and female Chinstrap penguin (Pygoscelis antarcticus) nesting along the Palmer Archipelago near Palmer Station, 2007-2009 ver 6. Environmental Data Initiative: doi:10.6073/pasta/c14dfcfada8ea13a17536e73eb6fbe9e. + +
+ + + + + +* * * + +## License + +The data files (databases) are licensed under an [Open Data Commons Public Domain Dedication & License 1.0][pddl-1.0] and their contents are licensed under a [Creative Commons Zero v1.0 Universal][cc0]. The software is licensed under [Apache License, Version 2.0][apache-license]. + + + + + +
+ +
+ + + + + +
+ +[pddl-1.0]: http://opendatacommons.org/licenses/pddl/1.0/ + +[cc0]: https://creativecommons.org/publicdomain/zero/1.0 + +[apache-license]: https://www.apache.org/licenses/LICENSE-2.0 + +[ndjson]: http://specs.frictionlessdata.io/ndjson/ + +[palmer-penguins]: https://github.com/allisonhorst/palmerpenguins + +[iris-dataset]: https://en.wikipedia.org/wiki/Iris_flower_data_set + +
+ + diff --git a/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.browser.js b/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.browser.js new file mode 100644 index 000000000000..9520d48fc4c9 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.browser.js @@ -0,0 +1,47 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +// MODULES // + +var bench = require( '@stdlib/bench' ); +var isObjectArray = require( '@stdlib/assert/is-plain-object-array' ); +var pkg = require( './../package.json' ).name; +var penguins = require( './../lib/browser.js' ); + + +// MAIN // + +bench( pkg+'::browser', function benchmark( b ) { + var data; + var i; + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + data = penguins(); + if ( data.length === 0 ) { + b.fail( 'should have a length greater than 0' ); + } + } + b.toc(); + if ( !isObjectArray( data ) ) { + b.fail( 'should return an object array' ); + } + b.pass( 'benchmark finished' ); + b.end(); +}); diff --git a/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.js b/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.js new file mode 100644 index 000000000000..dd89a28f7f3a --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.js @@ -0,0 +1,55 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +// MODULES // + +var bench = require( '@stdlib/bench' ); +var IS_BROWSER = require( '@stdlib/assert/is-browser' ); +var isObjectArray = require( '@stdlib/assert/is-plain-object-array' ); +var pkg = require( './../package.json' ).name; +var penguins = require( './../lib' ); + + +// VARIABLES // + +var opts = { + 'skip': IS_BROWSER +}; + + +// MAIN // + +bench( pkg, opts, function benchmark( b ) { + var data; + var i; + b.tic(); + for ( i = 0; i < b.iterations; i++ ) { + data = penguins(); + if ( data.length === 0 ) { + b.fail( 'should have a length greater than 0' ); + } + } + b.toc(); + if ( !isObjectArray( data ) ) { + b.fail( 'should return an object array' ); + } + b.pass( 'benchmark finished' ); + b.end(); +}); diff --git a/lib/node_modules/@stdlib/datasets/penguins/bin/cli b/lib/node_modules/@stdlib/datasets/penguins/bin/cli new file mode 100755 index 000000000000..306fcbaa21f3 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/bin/cli @@ -0,0 +1,100 @@ +#!/usr/bin/env node + +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +// MODULES // + +var createReadStream = require( 'fs' ).createReadStream; +var resolve = require( 'path' ).resolve; +var readFileSync = require( '@stdlib/fs/read-file' ).sync; +var stdout = require( '@stdlib/streams/node/stdout' ); +var CLI = require( '@stdlib/cli/ctor' ); + + +// MAIN // + +/** +* Main execution sequence. +* +* @private +*/ +function main() { + var flags; + var cli; + + // Create a command-line interface: + cli = new CLI({ + 'pkg': require( './../package.json' ), + 'options': require( './../etc/cli_opts.json' ), + 'help': readFileSync( resolve( __dirname, '..', 'docs', 'usage.txt' ), { + 'encoding': 'utf8' + }) + }); + + // Get any provided command-line options: + flags = cli.flags(); + if ( flags.help || flags.version ) { + return; + } + if ( flags.format === 'ndjson' ) { + ndjson(); + } else { + csv(); + } + + /** + * Prints data as newline-delimited JSON (ndjson). + * + * @private + */ + function ndjson() { + var data; + var i; + + data = require( './../data/data.json' ); + for ( i = 0; i < data.length; i++ ) { + console.log( JSON.stringify( data[i] ) ); // eslint-disable-line no-console + } + } + + /** + * Prints data as lines of comma-separated values (CSV). + * + * @private + */ + function csv() { + var fpath = resolve( __dirname, '..', 'data', 'data.csv' ); + createReadStream( fpath ) + .pipe( stdout ) + .on( 'close', onClose ); + } + + /** + * Exits the CLI. + * + * @private + */ + function onClose() { + cli.close( 0 ); + } +} + +main(); diff --git a/lib/node_modules/@stdlib/datasets/penguins/data/data.csv b/lib/node_modules/@stdlib/datasets/penguins/data/data.csv new file mode 100644 index 000000000000..4d2710bb9eea --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/data/data.csv @@ -0,0 +1,345 @@ +studyName,sampleNumber,species,region,island,stage,individualID,clutchCompletion,dateEgg,culmenLength,culmenDepth,flipperLength,bodyMass,sex,delta15N,delta13C,comments +PAL0708,1,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N1A1,Yes,2007-11-11,39.1,18.7,181,3750,MALE,NA,NA,Not enough blood for isotopes. +PAL0708,2,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N1A2,Yes,2007-11-11,39.5,17.4,186,3800,FEMALE,8.94956,-24.69454,NA +PAL0708,3,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N2A1,Yes,2007-11-16,40.3,18,195,3250,FEMALE,8.36821,-25.33302,NA +PAL0708,4,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N2A2,Yes,2007-11-16,NA,NA,NA,NA,NA,NA,NA,Adult not sampled. +PAL0708,5,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N3A1,Yes,2007-11-16,36.7,19.3,193,3450,FEMALE,8.76651,-25.32426,NA +PAL0708,6,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N3A2,Yes,2007-11-16,39.3,20.6,190,3650,MALE,8.66496,-25.29805,NA +PAL0708,7,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N4A1,No,2007-11-15,38.9,17.8,181,3625,FEMALE,9.18718,-25.21799,Nest never observed with full clutch. +PAL0708,8,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N4A2,No,2007-11-15,39.2,19.6,195,4675,MALE,9.4606,-24.89958,Nest never observed with full clutch. +PAL0708,9,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N5A1,Yes,2007-11-09,34.1,18.1,193,3475,NA,NA,NA,No blood sample obtained. +PAL0708,10,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N5A2,Yes,2007-11-09,42,20.2,190,4250,NA,9.13362,-25.09368,No blood sample obtained for sexing. +PAL0708,11,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N6A1,Yes,2007-11-09,37.8,17.1,186,3300,NA,8.63243,-25.21315,No blood sample obtained for sexing. +PAL0708,12,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N6A2,Yes,2007-11-09,37.8,17.3,180,3700,NA,NA,NA,No blood sample obtained. +PAL0708,13,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N7A1,Yes,2007-11-15,41.1,17.6,182,3200,FEMALE,NA,NA,Not enough blood for isotopes. +PAL0708,14,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N7A2,Yes,2007-11-15,38.6,21.2,191,3800,MALE,NA,NA,Not enough blood for isotopes. +PAL0708,15,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N8A1,Yes,2007-11-16,34.6,21.1,198,4400,MALE,8.55583,-25.22588,NA +PAL0708,16,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N8A2,Yes,2007-11-16,36.6,17.8,185,3700,FEMALE,NA,NA,Not enough blood for isotopes. +PAL0708,17,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N9A1,Yes,2007-11-12,38.7,19,195,3450,FEMALE,9.18528,-25.06691,NA +PAL0708,18,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N9A2,Yes,2007-11-12,42.5,20.7,197,4500,MALE,8.67538,-25.13993,NA +PAL0708,19,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N10A1,Yes,2007-11-16,34.4,18.4,184,3325,FEMALE,8.47827,-25.23319,NA +PAL0708,20,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N10A2,Yes,2007-11-16,46,21.5,194,4200,MALE,9.11616,-24.77227,NA +PAL0708,21,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N11A1,Yes,2007-11-12,37.8,18.3,174,3400,FEMALE,8.73762,-25.09383,NA +PAL0708,22,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N11A2,Yes,2007-11-12,37.7,18.7,180,3600,MALE,8.66271,-25.0639,NA +PAL0708,23,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N12A1,Yes,2007-11-12,35.9,19.2,189,3800,FEMALE,9.22286,-25.03474,NA +PAL0708,24,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N12A2,Yes,2007-11-12,38.2,18.1,185,3950,MALE,8.43423,-25.22664,NA +PAL0708,25,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N13A1,Yes,2007-11-10,38.8,17.2,180,3800,MALE,9.63954,-25.29856,NA +PAL0708,26,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N13A2,Yes,2007-11-10,35.3,18.9,187,3800,FEMALE,9.21292,-24.3613,NA +PAL0708,27,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N17A1,Yes,2007-11-12,40.6,18.6,183,3550,MALE,8.93997,-25.36288,NA +PAL0708,28,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N17A2,Yes,2007-11-12,40.5,17.9,187,3200,FEMALE,8.08138,-25.49448,NA +PAL0708,29,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N18A1,No,2007-11-10,37.9,18.6,172,3150,FEMALE,8.38404,-25.19837,Nest never observed with full clutch. +PAL0708,30,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N18A2,No,2007-11-10,40.5,18.9,180,3950,MALE,8.90027,-25.11609,Nest never observed with full clutch. +PAL0708,31,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N21A1,Yes,2007-11-09,39.5,16.7,178,3250,FEMALE,9.69756,-25.11223,NA +PAL0708,32,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N21A2,Yes,2007-11-09,37.2,18.1,178,3900,MALE,9.72764,-25.0102,NA +PAL0708,33,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N22A1,Yes,2007-11-09,39.5,17.8,188,3300,FEMALE,9.66523,-25.0602,NA +PAL0708,34,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N22A2,Yes,2007-11-09,40.9,18.9,184,3900,MALE,8.79665,-25.14591,NA +PAL0708,35,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N23A1,Yes,2007-11-16,36.4,17,195,3325,FEMALE,9.17847,-25.23061,NA +PAL0708,36,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N23A2,Yes,2007-11-16,39.2,21.1,196,4150,MALE,9.15308,-25.03469,NA +PAL0708,37,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N24A1,Yes,2007-11-16,38.8,20,190,3950,MALE,9.18985,-25.12255,NA +PAL0708,38,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N24A2,Yes,2007-11-16,42.2,18.5,180,3550,FEMALE,8.04787,-25.49523,NA +PAL0708,39,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N25A1,No,2007-11-13,37.6,19.3,181,3300,FEMALE,9.41131,-25.04169,Nest never observed with full clutch. +PAL0708,40,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N25A2,No,2007-11-13,39.8,19.1,184,4650,MALE,NA,NA,Nest never observed with full clutch. Not enough blood for isotopes. +PAL0708,41,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N26A1,Yes,2007-11-16,36.5,18,182,3150,FEMALE,9.68933,-24.4228,NA +PAL0708,42,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N26A2,Yes,2007-11-16,40.8,18.4,195,3900,MALE,NA,NA,Not enough blood for isotopes. +PAL0708,43,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N27A1,Yes,2007-11-19,36,18.5,186,3100,FEMALE,9.50772,-25.03492,NA +PAL0708,44,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N27A2,Yes,2007-11-19,44.1,19.7,196,4400,MALE,9.2372,-24.52698,NA +PAL0708,45,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N28A1,Yes,2007-11-16,37,16.9,185,3000,FEMALE,9.36392,-25.01745,NA +PAL0708,46,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N28A2,Yes,2007-11-16,39.6,18.8,190,4600,MALE,9.49106,-24.10255,NA +PAL0708,47,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N29A1,Yes,2007-11-13,41.1,19,182,3425,MALE,NA,NA,Not enough blood for isotopes. +PAL0708,48,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N29A2,Yes,2007-11-13,37.5,18.9,179,2975,NA,NA,NA,Sexing primers did not amplify. Not enough blood for isotopes. +PAL0708,49,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N30A1,Yes,2007-11-13,36,17.9,190,3450,FEMALE,9.51784,-25.07683,NA +PAL0708,50,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N30A2,Yes,2007-11-13,42.3,21.2,191,4150,MALE,8.87988,-25.18543,NA +PAL0809,51,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N21A1,Yes,2008-11-06,39.6,17.7,186,3500,FEMALE,8.46616,-26.12989,NA +PAL0809,52,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N21A2,Yes,2008-11-06,40.1,18.9,188,4300,MALE,8.51362,-26.55602,NA +PAL0809,53,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N22A1,Yes,2008-11-09,35,17.9,190,3450,FEMALE,8.19539,-26.17213,NA +PAL0809,54,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N22A2,Yes,2008-11-09,42,19.5,200,4050,MALE,8.48095,-26.3146,NA +PAL0809,55,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N23A1,Yes,2008-11-09,34.5,18.1,187,2900,FEMALE,8.41837,-26.54718,NA +PAL0809,56,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N23A2,Yes,2008-11-09,41.4,18.6,191,3700,MALE,8.35396,-26.27853,NA +PAL0809,57,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N24A1,Yes,2008-11-15,39,17.5,186,3550,FEMALE,8.57199,-26.07188,NA +PAL0809,58,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N24A2,Yes,2008-11-15,40.6,18.8,193,3800,MALE,8.56674,-25.98843,NA +PAL0809,59,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N25A1,Yes,2008-11-15,36.5,16.6,181,2850,FEMALE,9.07878,-25.88156,NA +PAL0809,60,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N25A2,Yes,2008-11-15,37.6,19.1,194,3750,MALE,9.108,-25.89677,NA +PAL0809,61,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N27A1,Yes,2008-11-13,35.7,16.9,185,3150,FEMALE,8.96472,-26.40943,NA +PAL0809,62,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N27A2,Yes,2008-11-13,41.3,21.1,195,4400,MALE,8.74802,-26.37809,NA +PAL0809,63,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N28A1,Yes,2008-11-13,37.6,17,185,3600,FEMALE,8.58063,-26.21569,NA +PAL0809,64,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N28A2,Yes,2008-11-13,41.1,18.2,192,4050,MALE,8.62264,-26.60023,NA +PAL0809,65,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N29A1,Yes,2008-11-13,36.4,17.1,184,2850,FEMALE,8.62623,-26.1165,NA +PAL0809,66,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N29A2,Yes,2008-11-13,41.6,18,192,3950,MALE,8.85562,-26.09294,NA +PAL0809,67,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N30A1,Yes,2008-11-06,35.5,16.2,195,3350,FEMALE,8.56192,-25.95541,NA +PAL0809,68,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N30A2,Yes,2008-11-06,41.1,19.1,188,4100,MALE,8.71078,-25.81012,NA +PAL0809,69,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N32A1,No,2008-11-11,35.9,16.6,190,3050,FEMALE,8.47781,-26.07821,Nest never observed with full clutch. +PAL0809,70,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N32A2,No,2008-11-11,41.8,19.4,198,4450,MALE,8.86853,-26.06209,Nest never observed with full clutch. +PAL0809,71,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N34A1,Yes,2008-11-14,33.5,19,190,3600,FEMALE,7.88863,-26.63085,NA +PAL0809,72,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N34A2,Yes,2008-11-14,39.7,18.4,190,3900,MALE,9.29808,-25.23453,NA +PAL0809,73,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N35A1,Yes,2008-11-11,39.6,17.2,196,3550,FEMALE,8.33524,-26.55351,NA +PAL0809,74,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N35A2,Yes,2008-11-11,45.8,18.9,197,4150,MALE,8.18658,-26.45978,NA +PAL0809,75,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N36A1,Yes,2008-11-08,35.5,17.5,190,3700,FEMALE,8.70642,-26.15003,NA +PAL0809,76,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N36A2,Yes,2008-11-08,42.8,18.5,195,4250,MALE,8.2993,-26.38986,NA +PAL0809,77,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N37A1,Yes,2008-11-06,40.9,16.8,191,3700,FEMALE,8.47257,-26.02002,NA +PAL0809,78,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N37A2,Yes,2008-11-06,37.2,19.4,184,3900,MALE,8.3554,-26.44787,NA +PAL0809,79,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N38A1,Yes,2008-11-09,36.2,16.1,187,3550,FEMALE,7.82381,-26.51382,NA +PAL0809,80,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N38A2,Yes,2008-11-09,42.1,19.1,195,4000,MALE,9.05736,-25.81513,NA +PAL0809,81,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N39A1,Yes,2008-11-02,34.6,17.2,189,3200,FEMALE,7.69778,-26.5387,NA +PAL0809,82,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N39A2,Yes,2008-11-02,42.9,17.6,196,4700,MALE,8.63259,-26.23027,NA +PAL0809,83,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N40A1,Yes,2008-11-07,36.7,18.8,187,3800,FEMALE,7.88494,-26.24837,NA +PAL0809,84,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N40A2,Yes,2008-11-07,35.1,19.4,193,4200,MALE,8.90002,-26.46254,NA +PAL0809,85,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N41A1,Yes,2008-11-17,37.3,17.8,191,3350,FEMALE,8.32718,-26.38396,NA +PAL0809,86,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N41A2,Yes,2008-11-17,41.3,20.3,194,3550,MALE,9.14863,-26.09635,NA +PAL0809,87,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N42A1,Yes,2008-11-08,36.3,19.5,190,3800,MALE,8.57087,-26.22227,NA +PAL0809,88,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N42A2,Yes,2008-11-08,36.9,18.6,189,3500,FEMALE,8.59147,-26.08165,NA +PAL0809,89,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N44A1,Yes,2008-11-08,38.3,19.2,189,3950,MALE,9.07826,-26.12417,NA +PAL0809,90,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N44A2,Yes,2008-11-08,38.9,18.8,190,3600,FEMALE,8.36936,-26.11199,NA +PAL0809,91,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N45A1,Yes,2008-11-14,35.7,18,202,3550,FEMALE,8.46531,-26.05621,NA +PAL0809,92,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N45A2,Yes,2008-11-14,41.1,18.1,205,4300,MALE,8.77018,-25.83352,NA +PAL0809,93,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N46A1,Yes,2008-11-05,34,17.1,185,3400,FEMALE,8.01485,-26.695430000000002,NA +PAL0809,94,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N46A2,Yes,2008-11-05,39.6,18.1,186,4450,MALE,8.49915,-26.42406,NA +PAL0809,95,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N48A1,Yes,2008-11-17,36.2,17.3,187,3300,FEMALE,8.90723,-26.30037,NA +PAL0809,96,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N48A2,Yes,2008-11-17,40.8,18.9,208,4300,MALE,8.48204,-26.57941,NA +PAL0809,97,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N49A1,Yes,2008-11-08,38.1,18.6,190,3700,FEMALE,8.10277,-26.50086,NA +PAL0809,98,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N49A2,Yes,2008-11-08,40.3,18.5,196,4350,MALE,8.3945900000000009,-26.01152,NA +PAL0809,99,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N50A1,Yes,2008-11-10,33.1,16.1,178,2900,FEMALE,9.04218,-26.15775,NA +PAL0809,100,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N50A2,Yes,2008-11-10,43.2,18.5,192,4100,MALE,8.97025,-26.03679,NA +PAL0910,101,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N47A1,Yes,2009-11-09,35,17.9,192,3725,FEMALE,8.84451,-26.28055,NA +PAL0910,102,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N47A2,Yes,2009-11-09,41,20,203,4725,MALE,9.01079,-26.38085,NA +PAL0910,103,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N49A1,Yes,2009-11-15,37.7,16,183,3075,FEMALE,9.2151,-26.2253,NA +PAL0910,104,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N49A2,Yes,2009-11-15,37.8,20,190,4250,MALE,9.51929,-25.69199,NA +PAL0910,105,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N51A1,Yes,2009-11-15,37.9,18.6,193,2925,FEMALE,9.02642,-25.86482,NA +PAL0910,106,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N51A2,Yes,2009-11-15,39.7,18.9,184,3550,MALE,8.85699,-25.80208,NA +PAL0910,107,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N53A1,Yes,2009-11-15,38.6,17.2,199,3750,FEMALE,8.77322,-26.48973,NA +PAL0910,108,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N53A2,Yes,2009-11-15,38.2,20,190,3900,MALE,9.59245,-25.70711,NA +PAL0910,109,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N55A1,Yes,2009-11-20,38.1,17,181,3175,FEMALE,9.79532,-25.27385,NA +PAL0910,110,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N55A2,Yes,2009-11-20,43.2,19,197,4775,MALE,9.31735,-25.45171,NA +PAL0910,111,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N58A1,Yes,2009-11-12,38.1,16.5,198,3825,FEMALE,8.43951,-26.57563,NA +PAL0910,112,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N58A2,Yes,2009-11-12,45.6,20.3,191,4600,MALE,8.65466,-26.32909,NA +PAL0910,113,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N60A1,Yes,2009-11-15,39.7,17.7,193,3200,FEMALE,9.02657,-26.06203,NA +PAL0910,114,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N60A2,Yes,2009-11-15,42.2,19.5,197,4275,MALE,8.80186,-26.41218,NA +PAL0910,115,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N61A1,Yes,2009-11-17,39.6,20.7,191,3900,FEMALE,8.80967,-26.78958,NA +PAL0910,116,Adelie Penguin (Pygoscelis adeliae),Anvers,Biscoe,"Adult, 1 Egg Stage",N61A2,Yes,2009-11-17,42.7,18.3,196,4075,MALE,8.91434,-26.42018,NA +PAL0910,117,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N63A1,Yes,2009-11-18,38.6,17,188,2900,FEMALE,9.18021,-25.77264,NA +PAL0910,118,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N63A2,Yes,2009-11-18,37.3,20.5,199,3775,MALE,9.49645,-26.36678,NA +PAL0910,119,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N64A1,Yes,2009-11-22,35.7,17,189,3350,FEMALE,8.96436,-23.90309,NA +PAL0910,120,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N64A2,Yes,2009-11-22,41.1,18.6,189,3325,MALE,9.32277,-26.09989,NA +PAL0910,121,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N66A1,No,2009-11-17,36.2,17.2,187,3150,FEMALE,9.04296,-26.19444,Nest never observed with full clutch. +PAL0910,122,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N66A2,No,2009-11-17,37.7,19.8,198,3500,MALE,9.11066,-26.42563,Nest never observed with full clutch. +PAL0910,123,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N67A1,Yes,2009-11-16,40.2,17,176,3450,FEMALE,9.30722,-25.61039,NA +PAL0910,124,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N67A2,Yes,2009-11-16,41.4,18.5,202,3875,MALE,9.59462,-25.42621,NA +PAL0910,125,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N69A1,Yes,2009-11-18,35.2,15.9,186,3050,FEMALE,8.81668,-25.95399,NA +PAL0910,126,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N69A2,Yes,2009-11-18,40.6,19,199,4000,MALE,9.22537,-25.60826,NA +PAL0910,127,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N71A1,Yes,2009-11-21,38.8,17.6,191,3275,FEMALE,8.88098,-25.89741,NA +PAL0910,128,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N71A2,Yes,2009-11-21,41.5,18.3,195,4300,MALE,8.52566,-26.0245,NA +PAL0910,129,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N72A1,Yes,2009-11-18,39,17.1,191,3050,FEMALE,9.19031,-25.73722,NA +PAL0910,130,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N72A2,Yes,2009-11-18,44.1,18,210,4000,MALE,9.10702,-26.01363,NA +PAL0910,131,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N73A1,No,2009-11-23,38.5,17.9,190,3325,FEMALE,8.9846,-25.57956,Nest never observed with full clutch. +PAL0910,132,Adelie Penguin (Pygoscelis adeliae),Anvers,Torgersen,"Adult, 1 Egg Stage",N73A2,No,2009-11-23,43.1,19.2,197,3500,MALE,8.86495,-26.1396,Nest never observed with full clutch. +PAL0910,133,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N76A1,Yes,2009-11-10,36.8,18.5,193,3500,FEMALE,8.98705,-25.57647,NA +PAL0910,134,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N76A2,Yes,2009-11-10,37.5,18.5,199,4475,MALE,8.56708,-26.49288,NA +PAL0910,135,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N77A1,Yes,2009-11-13,38.1,17.6,187,3425,FEMALE,8.717,-25.77951,NA +PAL0910,136,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N77A2,Yes,2009-11-13,41.1,17.5,190,3900,MALE,8.94365,-26.06943,NA +PAL0910,137,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N78A1,Yes,2009-11-16,35.6,17.5,191,3175,FEMALE,8.75984,-25.97696,NA +PAL0910,138,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N78A2,Yes,2009-11-16,40.2,20.1,200,3975,MALE,8.95998,-26.32601,NA +PAL0910,139,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N79A1,No,2009-11-16,37,16.5,185,3400,FEMALE,8.61651,-26.07021,Nest never observed with full clutch. +PAL0910,140,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N79A2,No,2009-11-16,39.7,17.9,193,4250,MALE,9.25769,-25.88798,Nest never observed with full clutch. +PAL0910,141,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N80A1,Yes,2009-11-14,40.2,17.1,193,3400,FEMALE,9.2881,-25.54976,NA +PAL0910,142,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N80A2,Yes,2009-11-14,40.6,17.2,187,3475,MALE,9.23408,-26.01549,NA +PAL0910,143,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N81A1,Yes,2009-11-16,32.1,15.5,188,3050,FEMALE,8.79787,-26.61075,NA +PAL0910,144,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N81A2,Yes,2009-11-16,40.7,17,190,3725,MALE,9.05674,-25.79529,NA +PAL0910,145,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N82A1,Yes,2009-11-16,37.3,16.8,192,3000,FEMALE,9.06829,-25.85203,NA +PAL0910,146,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N82A2,Yes,2009-11-16,39,18.7,185,3650,MALE,9.22033,-26.03442,NA +PAL0910,147,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N83A1,Yes,2009-11-13,39.2,18.6,190,4250,MALE,9.11006,-25.79549,NA +PAL0910,148,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N83A2,Yes,2009-11-13,36.6,18.4,184,3475,FEMALE,8.68744,-25.8306,NA +PAL0910,149,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N84A1,Yes,2009-11-17,36,17.8,195,3450,FEMALE,8.94332,-25.79189,NA +PAL0910,150,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N84A2,Yes,2009-11-17,37.8,18.1,193,3750,MALE,8.97533,-26.03495,NA +PAL0910,151,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N85A1,Yes,2009-11-17,36,17.1,187,3700,FEMALE,8.93465,-26.07081,NA +PAL0910,152,Adelie Penguin (Pygoscelis adeliae),Anvers,Dream,"Adult, 1 Egg Stage",N85A2,Yes,2009-11-17,41.5,18.5,201,4000,MALE,8.8964,-26.06967,NA +PAL0708,1,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N31A1,Yes,2007-11-27,46.1,13.2,211,4500,FEMALE,7.993,-25.5139,NA +PAL0708,2,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N31A2,Yes,2007-11-27,50,16.3,230,5700,MALE,8.14756,-25.39369,NA +PAL0708,3,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N32A1,Yes,2007-11-27,48.7,14.1,210,4450,FEMALE,8.14705,-25.46172,NA +PAL0708,4,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N32A2,Yes,2007-11-27,50,15.2,218,5700,MALE,8.2554,-25.40075,NA +PAL0708,5,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N33A1,Yes,2007-11-18,47.6,14.5,215,5400,MALE,8.2345,-25.54456,NA +PAL0708,6,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N33A2,Yes,2007-11-18,46.5,13.5,210,4550,FEMALE,7.9953,-25.32829,NA +PAL0708,7,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N34A1,Yes,2007-11-27,45.4,14.6,211,4800,FEMALE,8.24515,-25.46782,NA +PAL0708,8,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N34A2,Yes,2007-11-27,46.7,15.3,219,5200,MALE,8.22673,-25.4276,NA +PAL0708,9,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N35A1,Yes,2007-11-27,43.3,13.4,209,4400,FEMALE,8.13643,-25.32176,NA +PAL0708,10,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N35A2,Yes,2007-11-27,46.8,15.4,215,5150,MALE,8.1631,-25.38017,NA +PAL0708,11,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N36A1,No,2007-11-27,40.9,13.7,214,4650,FEMALE,8.19579,-25.3933,Nest never observed with full clutch. +PAL0708,12,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N36A2,No,2007-11-27,49,16.1,216,5550,MALE,8.10417,-25.50562,Nest never observed with full clutch. +PAL0708,13,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N37A1,Yes,2007-11-29,45.5,13.7,214,4650,FEMALE,7.77672,-25.4168,NA +PAL0708,14,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N37A2,Yes,2007-11-29,48.4,14.6,213,5850,MALE,7.8208,-25.48025,NA +PAL0708,15,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N38A1,Yes,2007-12-03,45.8,14.6,210,4200,FEMALE,7.79958,-25.62618,NA +PAL0708,16,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N38A2,Yes,2007-12-03,49.3,15.7,217,5850,MALE,8.07137,-25.52473,NA +PAL0708,17,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N39A1,Yes,2007-11-27,42,13.5,210,4150,FEMALE,7.63884,-25.52627,NA +PAL0708,18,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N39A2,Yes,2007-11-27,49.2,15.2,221,6300,MALE,8.27376,-25.00169,NA +PAL0708,19,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N40A1,Yes,2007-11-27,46.2,14.5,209,4800,FEMALE,7.84057,-25.37899,NA +PAL0708,20,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N40A2,Yes,2007-11-27,48.7,15.1,222,5350,MALE,7.96491,-25.39587,NA +PAL0708,21,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N41A1,Yes,2007-11-27,50.2,14.3,218,5700,MALE,7.8962,-25.37746,NA +PAL0708,22,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N41A2,Yes,2007-11-27,45.1,14.5,215,5000,FEMALE,7.6322,-25.46569,NA +PAL0708,23,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N42A1,Yes,2007-11-27,46.5,14.5,213,4400,FEMALE,7.90436,-25.3947,NA +PAL0708,24,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N42A2,Yes,2007-11-27,46.3,15.8,215,5050,MALE,7.90971,-25.38157,NA +PAL0708,25,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N44A1,Yes,2007-11-29,42.9,13.1,215,5000,FEMALE,7.68528,-25.39181,NA +PAL0708,26,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N44A2,Yes,2007-11-29,46.1,15.1,215,5100,MALE,7.83733,-25.42826,NA +PAL0708,27,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N46A1,Yes,2007-11-29,44.5,14.3,216,4100,NA,7.96621,-25.69327,Sexing primers did not amplify. +PAL0708,28,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N46A2,Yes,2007-11-29,47.8,15,215,5650,MALE,7.92358,-25.48383,NA +PAL0708,29,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N47A1,Yes,2007-11-29,48.2,14.3,210,4600,FEMALE,7.6887,-25.50811,NA +PAL0708,30,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N47A2,Yes,2007-11-29,50,15.3,220,5550,MALE,8.30515,-25.19017,NA +PAL0708,31,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N50A1,Yes,2007-11-29,47.3,15.3,222,5250,MALE,NA,NA,Not enough blood for isotopes. +PAL0708,32,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N50A2,Yes,2007-11-29,42.8,14.2,209,4700,FEMALE,7.63452,-25.46327,NA +PAL0708,33,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N56A1,Yes,2007-12-03,45.1,14.5,207,5050,FEMALE,7.97408,-25.53768,NA +PAL0708,34,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N56A2,Yes,2007-12-03,59.6,17,230,6050,MALE,7.76843,-25.6821,NA +PAL0809,35,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N2A1,Yes,2008-11-13,49.1,14.8,220,5150,FEMALE,7.89744,-26.63405,NA +PAL0809,36,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N2A2,Yes,2008-11-13,48.4,16.3,220,5400,MALE,8.03659,-26.86127,NA +PAL0809,37,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N4A1,Yes,2008-11-02,42.6,13.7,213,4950,FEMALE,7.96935,-26.70968,NA +PAL0809,38,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N4A2,Yes,2008-11-02,44.4,17.3,219,5250,MALE,8.13746,-26.79093,NA +PAL0809,39,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N5A1,Yes,2008-11-09,44,13.6,208,4350,FEMALE,8.01979,-26.68311,NA +PAL0809,40,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N5A2,Yes,2008-11-09,48.7,15.7,208,5350,MALE,8.14776,-26.84506,NA +PAL0809,41,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N6A1,No,2008-11-04,42.7,13.7,208,3950,FEMALE,8.14567,-26.59467,Nest never observed with full clutch. +PAL0809,42,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N6A2,No,2008-11-04,49.6,16,225,5700,MALE,8.38324,-26.84272,Nest never observed with full clutch. +PAL0809,43,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N7A1,Yes,2008-11-04,45.3,13.7,210,4300,FEMALE,8.37615,-26.72791,NA +PAL0809,44,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N7A2,Yes,2008-11-04,49.6,15,216,4750,MALE,8.26548,-26.7699,NA +PAL0809,45,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N8A1,Yes,2008-11-03,50.5,15.9,222,5550,MALE,8.46894,-26.60436,NA +PAL0809,46,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N8A2,Yes,2008-11-03,43.6,13.9,217,4900,FEMALE,8.27141,-26.7765,NA +PAL0809,47,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N11A1,No,2008-11-09,45.5,13.9,210,4200,FEMALE,8.47829,-26.61788,Nest never observed with full clutch. +PAL0809,48,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N11A2,No,2008-11-09,50.5,15.9,225,5400,MALE,8.65803,-26.57585,Nest never observed with full clutch. +PAL0809,49,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N12A1,Yes,2008-11-02,44.9,13.3,213,5100,FEMALE,8.45167,-26.89644,NA +PAL0809,50,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N12A2,Yes,2008-11-02,45.2,15.8,215,5300,MALE,8.55868,-26.67799,NA +PAL0809,51,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N13A1,Yes,2008-11-04,46.6,14.2,210,4850,FEMALE,8.38289,-26.86352,NA +PAL0809,52,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N13A2,Yes,2008-11-04,48.5,14.1,220,5300,MALE,8.39867,-26.79358,NA +PAL0809,53,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N14A1,Yes,2008-11-04,45.1,14.4,210,4400,FEMALE,8.51951,-27.01854,NA +PAL0809,54,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N14A2,Yes,2008-11-04,50.1,15,225,5000,MALE,8.50153,-26.61414,NA +PAL0809,55,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N15A1,Yes,2008-11-04,46.5,14.4,217,4900,FEMALE,8.48789,-26.83006,NA +PAL0809,56,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N15A2,Yes,2008-11-04,45,15.4,220,5050,MALE,8.63488,-26.75621,NA +PAL0809,57,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N16A1,Yes,2008-11-03,43.8,13.9,208,4300,FEMALE,8.58319,-26.84415,NA +PAL0809,58,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N16A2,Yes,2008-11-03,45.5,15,220,5000,MALE,8.63604,-26.7489,NA +PAL0809,59,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N17A1,Yes,2008-11-06,43.2,14.5,208,4450,FEMALE,8.48367,-26.86485,NA +PAL0809,60,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N17A2,Yes,2008-11-06,50.4,15.3,224,5550,MALE,8.74647,-26.79846,NA +PAL0809,61,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N18A1,Yes,2008-11-03,45.3,13.8,208,4200,FEMALE,8.65015,-26.79053,NA +PAL0809,62,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N18A2,Yes,2008-11-03,46.2,14.9,221,5300,MALE,8.60092,-26.84374,NA +PAL0809,63,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N19A1,Yes,2008-11-13,45.7,13.9,214,4400,FEMALE,8.6287,-26.60484,NA +PAL0809,64,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N19A2,Yes,2008-11-13,54.3,15.7,231,5650,MALE,8.49662,-26.84166,NA +PAL0809,65,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N20A1,Yes,2008-11-04,45.8,14.2,219,4700,FEMALE,8.60447,-26.61601,NA +PAL0809,66,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N20A2,Yes,2008-11-04,49.8,16.8,230,5700,MALE,8.47067,-26.69166,NA +PAL0809,67,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N51A1,Yes,2008-11-09,46.2,14.4,214,4650,NA,8.24253,-26.8154,Sexing primers did not amplify. +PAL0809,68,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N51A2,Yes,2008-11-09,49.5,16.2,229,5800,MALE,8.49854,-26.74809,NA +PAL0809,69,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N53A1,Yes,2008-11-13,43.5,14.2,220,4700,FEMALE,8.64931,-26.68867,NA +PAL0809,70,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N53A2,Yes,2008-11-13,50.7,15,223,5550,MALE,8.63551,-26.74249,NA +PAL0809,71,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N54A1,Yes,2008-11-03,47.7,15,216,4750,FEMALE,8.53018,-26.72751,NA +PAL0809,72,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N54A2,Yes,2008-11-03,46.4,15.6,221,5000,MALE,8.35078,-26.70783,NA +PAL0809,73,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N55A1,Yes,2008-11-09,48.2,15.6,221,5100,MALE,8.24651,-26.66958,NA +PAL0809,74,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N55A2,Yes,2008-11-09,46.5,14.8,217,5200,FEMALE,8.58487,-26.5929,NA +PAL0809,75,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N56A1,Yes,2008-11-06,46.4,15,216,4700,FEMALE,8.47938,-26.9547,NA +PAL0809,76,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N56A2,Yes,2008-11-06,48.6,16,230,5800,MALE,8.5964,-26.71199,NA +PAL0809,77,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N58A1,Yes,2008-11-06,47.5,14.2,209,4600,FEMALE,8.39299,-26.78733,NA +PAL0809,78,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N58A2,Yes,2008-11-06,51.1,16.3,220,6000,MALE,8.40327,-26.76821,NA +PAL0809,79,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N60A1,Yes,2008-11-09,45.2,13.8,215,4750,FEMALE,8.24694,-26.65359,NA +PAL0809,80,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N60A2,Yes,2008-11-09,45.2,16.4,223,5950,MALE,8.19749,-26.65931,NA +PAL0910,81,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N1A1,Yes,2009-11-18,49.1,14.5,212,4625,FEMALE,8.35802,-26.2766,NA +PAL0910,82,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N1A2,Yes,2009-11-18,52.5,15.6,221,5450,MALE,8.28601,-26.27573,NA +PAL0910,83,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N6A1,Yes,2009-11-15,47.4,14.6,212,4725,FEMALE,8.19101,-26.24369,NA +PAL0910,84,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N6A2,Yes,2009-11-15,50,15.9,224,5350,MALE,8.20042,-26.39677,NA +PAL0910,85,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N8A1,Yes,2009-11-22,44.9,13.8,212,4750,FEMALE,8.11238,-26.20372,NA +PAL0910,86,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N8A2,Yes,2009-11-22,50.8,17.3,228,5600,MALE,8.27428,-26.30019,NA +PAL0910,87,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N13A1,Yes,2009-11-20,43.4,14.4,218,4600,FEMALE,8.2346800000000009,-26.18599,NA +PAL0910,88,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N13A2,Yes,2009-11-20,51.3,14.2,218,5300,MALE,8.15426,-26.3433,NA +PAL0910,89,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N14A1,Yes,2009-11-25,47.5,14,212,4875,FEMALE,8.12691,-26.23613,NA +PAL0910,90,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N14A2,Yes,2009-11-25,52.1,17,230,5550,MALE,8.27595,-26.11657,NA +PAL0910,91,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N15A1,Yes,2009-11-25,47.5,15,218,4950,FEMALE,8.29671,-26.08547,NA +PAL0910,92,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N15A2,Yes,2009-11-25,52.2,17.1,228,5400,MALE,8.36701,-25.89834,NA +PAL0910,93,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N18A1,Yes,2009-12-01,45.5,14.5,212,4750,FEMALE,8.15566,-26.22848,NA +PAL0910,94,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N18A2,Yes,2009-12-01,49.5,16.1,224,5650,MALE,8.83352,-25.69195,NA +PAL0910,95,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N19A1,Yes,2009-11-27,44.5,14.7,214,4850,FEMALE,8.20106,-26.16524,NA +PAL0910,96,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N19A2,Yes,2009-11-27,50.8,15.7,226,5200,MALE,8.27102,-26.11244,NA +PAL0910,97,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N20A1,Yes,2009-11-18,49.4,15.8,216,4925,MALE,8.03624,-26.06594,NA +PAL0910,98,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N20A2,Yes,2009-11-18,46.9,14.6,222,4875,FEMALE,7.8881,-26.04726,NA +PAL0910,99,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N21A1,Yes,2009-11-18,48.4,14.4,203,4625,FEMALE,8.16582,-26.13971,NA +PAL0910,100,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N21A2,Yes,2009-11-18,51.1,16.5,225,5250,MALE,8.2066,-26.36863,NA +PAL0910,101,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N22A1,Yes,2009-11-22,48.5,15,219,4850,FEMALE,8.10231,-26.18763,NA +PAL0910,102,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N22A2,Yes,2009-11-22,55.9,17,228,5600,MALE,8.3118,-26.35425,NA +PAL0910,103,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N23A1,Yes,2009-11-18,47.2,15.5,215,4975,FEMALE,8.30817,-26.21651,NA +PAL0910,104,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N23A2,Yes,2009-11-18,49.1,15,228,5500,MALE,8.65914,-25.79203,NA +PAL0910,105,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N24A1,Yes,2009-12-01,47.3,13.8,216,4725,NA,8.25818,-26.23886,Sexing primers did not amplify. +PAL0910,106,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N24A2,Yes,2009-12-01,46.8,16.1,215,5500,MALE,8.32359,-26.05756,NA +PAL0910,107,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N28A1,Yes,2009-11-10,41.7,14.7,210,4700,FEMALE,8.12311,-26.44815,NA +PAL0910,108,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N28A2,Yes,2009-11-10,53.4,15.8,219,5500,MALE,8.41017,-26.33867,NA +PAL0910,109,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N29A1,Yes,2009-11-09,43.3,14,208,4575,FEMALE,8.4207,-26.38092,NA +PAL0910,110,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N29A2,Yes,2009-11-09,48.1,15.1,209,5500,MALE,8.45738,-26.22664,NA +PAL0910,111,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N32A1,Yes,2009-11-20,50.5,15.2,216,5000,FEMALE,8.24691,-26.18466,NA +PAL0910,112,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N32A2,Yes,2009-11-20,49.8,15.9,229,5950,MALE,8.29226,-26.21019,NA +PAL0910,113,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N34A1,Yes,2009-11-27,43.5,15.2,213,4650,FEMALE,8.21634,-26.11046,NA +PAL0910,114,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N34A2,Yes,2009-11-27,51.5,16.3,230,5500,MALE,8.78557,-25.76147,NA +PAL0910,115,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N35A1,Yes,2009-11-25,46.2,14.1,217,4375,FEMALE,8.30231,-25.96013,NA +PAL0910,116,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N35A2,Yes,2009-11-25,55.1,16,230,5850,MALE,8.08354,-26.18161,NA +PAL0910,117,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N36A1,Yes,2009-12-01,44.5,15.7,217,4875,NA,8.04111,-26.18444,Sexing primers did not amplify. +PAL0910,118,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N36A2,Yes,2009-12-01,48.8,16.2,222,6000,MALE,8.33825,-25.88547,NA +PAL0910,119,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N38A1,No,2009-12-01,47.2,13.7,214,4925,FEMALE,7.99184,-26.20538,Nest never observed with full clutch. +PAL0910,120,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N38A2,No,2009-12-01,NA,NA,NA,NA,NA,NA,NA,Adult not sampled. Nest never observed with full clutch. +PAL0910,121,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N39A1,Yes,2009-11-22,46.8,14.3,215,4850,FEMALE,8.41151,-26.13832,NA +PAL0910,122,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N39A2,Yes,2009-11-22,50.4,15.7,222,5750,MALE,8.30166,-26.04117,NA +PAL0910,123,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N43A1,Yes,2009-11-22,45.2,14.8,212,5200,FEMALE,8.24246,-26.11969,NA +PAL0910,124,Gentoo penguin (Pygoscelis papua),Anvers,Biscoe,"Adult, 1 Egg Stage",N43A2,Yes,2009-11-22,49.9,16.1,213,5400,MALE,8.3639,-26.15531,NA +PAL0708,1,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N61A1,No,2007-11-19,46.5,17.9,192,3500,FEMALE,9.03935,-24.30229,Nest never observed with full clutch. +PAL0708,2,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N61A2,No,2007-11-19,50,19.5,196,3900,MALE,8.92069,-24.23592,Nest never observed with full clutch. +PAL0708,3,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N62A1,Yes,2007-11-26,51.3,19.2,193,3650,MALE,9.29078,-24.7557,NA +PAL0708,4,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N62A2,Yes,2007-11-26,45.4,18.7,188,3525,FEMALE,8.64701,-24.62717,NA +PAL0708,5,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N64A1,Yes,2007-11-21,52.7,19.8,197,3725,MALE,9.00642,-24.61867,NA +PAL0708,6,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N64A2,Yes,2007-11-21,45.2,17.8,198,3950,FEMALE,8.88942,-24.49433,NA +PAL0708,7,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N66A1,Yes,2007-11-28,46.1,18.2,178,3250,FEMALE,8.85664,-24.55644,NA +PAL0708,8,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N66A2,Yes,2007-11-28,51.3,18.2,197,3750,MALE,8.63701,-24.84059,NA +PAL0708,9,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N67A1,Yes,2007-11-21,46,18.9,195,4150,FEMALE,8.47173,-24.29229,NA +PAL0708,10,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N67A2,Yes,2007-11-21,51.3,19.9,198,3700,MALE,8.79581,-24.36088,NA +PAL0708,11,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N68A1,Yes,2007-11-28,46.6,17.8,193,3800,FEMALE,8.95063,-24.59897,NA +PAL0708,12,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N68A2,Yes,2007-11-28,51.7,20.3,194,3775,MALE,8.68747,-24.38751,NA +PAL0708,13,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N69A1,Yes,2007-11-26,47,17.3,185,3700,FEMALE,8.72037,-24.80526,NA +PAL0708,14,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N69A2,Yes,2007-11-26,52,18.1,201,4050,MALE,9.0233,-24.38933,NA +PAL0708,15,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N70A1,Yes,2007-11-22,45.9,17.1,190,3575,FEMALE,9.12277,-24.90024,NA +PAL0708,16,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N70A2,Yes,2007-11-22,50.5,19.6,201,4050,MALE,9.8059,-24.7294,NA +PAL0708,17,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N71A1,No,2007-11-30,50.3,20,197,3300,MALE,10.02019,-24.54704,Nest never observed with full clutch. +PAL0708,18,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N71A2,No,2007-11-30,58,17.8,181,3700,FEMALE,9.14382,-24.57994,Nest never observed with full clutch. +PAL0708,19,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N72A1,Yes,2007-11-30,46.4,18.6,190,3450,FEMALE,9.32105,-24.64162,NA +PAL0708,20,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N72A2,Yes,2007-11-30,49.2,18.2,195,4400,MALE,9.27158,-24.64335,NA +PAL0708,21,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N73A1,Yes,2007-12-03,42.4,17.3,181,3600,FEMALE,9.35138,-24.6879,NA +PAL0708,22,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N73A2,Yes,2007-12-03,48.5,17.5,191,3400,MALE,9.42666,-24.26375,NA +PAL0708,23,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N85A1,No,2007-11-28,43.2,16.6,187,2900,FEMALE,9.35416,-25.01185,Nest never observed with full clutch. +PAL0708,24,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N85A2,No,2007-11-28,50.6,19.4,193,3800,MALE,9.28153,-24.97134,Nest never observed with full clutch. +PAL0708,25,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N89A1,No,2007-11-28,46.7,17.9,195,3300,FEMALE,9.74144,-24.59467,Nest never observed with full clutch. +PAL0708,26,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N89A2,No,2007-11-28,52,19,197,4150,MALE,9.36799,-24.47142,Nest never observed with full clutch. +PAL0809,27,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N61A1,No,2008-11-25,50.5,18.4,200,3400,FEMALE,8.9399,-23.89017,Nest never observed with full clutch. +PAL0809,28,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N61A2,No,2008-11-25,49.5,19,200,3800,MALE,9.63074,-24.34684,Nest never observed with full clutch. +PAL0809,29,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N62A1,Yes,2008-11-14,46.4,17.8,191,3700,FEMALE,9.37369,-24.52896,NA +PAL0809,30,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N62A2,Yes,2008-11-14,52.8,20,205,4550,MALE,9.25177,-24.69638,NA +PAL0809,31,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N63A1,Yes,2008-11-24,40.9,16.6,187,3200,FEMALE,9.08458,-24.54903,NA +PAL0809,32,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N63A2,Yes,2008-11-24,54.2,20.8,201,4300,MALE,9.49283,-24.59996,NA +PAL0809,33,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N65A1,Yes,2008-11-24,42.5,16.7,187,3350,FEMALE,9.36668,-24.45195,NA +PAL0809,34,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N65A2,Yes,2008-11-24,51,18.8,203,4100,MALE,9.23196,-24.17282,NA +PAL0809,35,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N67A1,Yes,2008-11-25,49.7,18.6,195,3600,MALE,9.75486,-24.31198,NA +PAL0809,36,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N67A2,Yes,2008-11-25,47.5,16.8,199,3900,FEMALE,9.07825,-25.1455,NA +PAL0809,37,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N69A1,Yes,2008-11-14,47.6,18.3,195,3850,FEMALE,8.83502,-24.65859,NA +PAL0809,38,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N69A2,Yes,2008-11-14,52,20.7,210,4800,MALE,9.43146,-24.6844,NA +PAL0809,39,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N72A1,No,2008-11-24,46.9,16.6,192,2700,FEMALE,9.80589,-24.73735,Nest never observed with full clutch. +PAL0809,40,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N72A2,No,2008-11-24,53.5,19.9,205,4500,MALE,10.02544,-24.90816,Nest never observed with full clutch. +PAL0809,41,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N74A1,Yes,2008-11-24,49,19.5,210,3950,MALE,9.53262,-24.66867,NA +PAL0809,42,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N74A2,Yes,2008-11-24,46.2,17.5,187,3650,FEMALE,9.61734,-24.66188,NA +PAL0809,43,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N75A1,Yes,2008-11-14,50.9,19.1,196,3550,MALE,10.02372,-24.86594,NA +PAL0809,44,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N75A2,Yes,2008-11-14,45.5,17,196,3500,FEMALE,9.36493,-24.66259,NA +PAL0910,45,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N86A1,Yes,2009-11-17,50.9,17.9,196,3675,FEMALE,9.43684,-24.16566,NA +PAL0910,46,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N86A2,Yes,2009-11-17,50.8,18.5,201,4450,MALE,9.45827,-24.35575,NA +PAL0910,47,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N87A1,Yes,2009-11-27,50.1,17.9,190,3400,FEMALE,9.46819,-24.45721,NA +PAL0910,48,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N87A2,Yes,2009-11-27,49,19.6,212,4300,MALE,9.34089,-24.45189,NA +PAL0910,49,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N88A1,Yes,2009-11-23,51.5,18.7,187,3250,MALE,9.6895,-24.43062,NA +PAL0910,50,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N88A2,Yes,2009-11-23,49.8,17.3,198,3675,FEMALE,9.32169,-24.41562,NA +PAL0910,51,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N90A1,Yes,2009-11-21,48.1,16.4,199,3325,FEMALE,9.46929,-24.48403,NA +PAL0910,52,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N90A2,Yes,2009-11-21,51.4,19,201,3950,MALE,9.43782,-24.36202,NA +PAL0910,53,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N92A1,Yes,2009-11-23,45.7,17.3,193,3600,FEMALE,9.415,-24.805,NA +PAL0910,54,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N92A2,Yes,2009-11-23,50.7,19.7,203,4050,MALE,9.93727,-24.59066,NA +PAL0910,55,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N93A1,Yes,2009-11-27,42.5,17.3,187,3350,FEMALE,9.56534,-24.60882,NA +PAL0910,56,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N93A2,Yes,2009-11-27,52.2,18.8,197,3450,MALE,9.77528,-24.56481,NA +PAL0910,57,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N94A1,Yes,2009-11-21,45.2,16.6,191,3250,FEMALE,9.62357,-24.78984,NA +PAL0910,58,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N94A2,Yes,2009-11-21,49.3,19.9,203,4050,MALE,9.88809,-24.59513,NA +PAL0910,59,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N95A1,Yes,2009-11-21,50.2,18.8,202,3800,MALE,9.74492,-24.404,NA +PAL0910,60,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N95A2,Yes,2009-11-21,45.6,19.4,194,3525,FEMALE,9.46985,-24.65786,NA +PAL0910,61,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N96A1,Yes,2009-11-27,51.9,19.5,206,3950,MALE,NA,-23.78767,No delta15N data received from lab. +PAL0910,62,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N96A2,Yes,2009-11-27,46.8,16.5,189,3650,FEMALE,9.65061,-24.48153,NA +PAL0910,63,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N98A1,Yes,2009-11-19,45.7,17,195,3650,FEMALE,9.2671500000000009,-24.31912,NA +PAL0910,64,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N98A2,Yes,2009-11-19,55.8,19.8,207,4000,MALE,9.7046500000000009,-24.53494,NA +PAL0910,65,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N99A1,No,2009-11-21,43.5,18.1,202,3400,FEMALE,9.37608,-24.40753,Nest never observed with full clutch. +PAL0910,66,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N99A2,No,2009-11-21,49.6,18.2,193,3775,MALE,9.4618,-24.70615,Nest never observed with full clutch. +PAL0910,67,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N100A1,Yes,2009-11-21,50.8,19,210,4100,MALE,9.98044,-24.68741,NA +PAL0910,68,Chinstrap penguin (Pygoscelis antarctica),Anvers,Dream,"Adult, 1 Egg Stage",N100A2,Yes,2009-11-21,50.2,18.7,198,3775,FEMALE,9.39305,-24.25255,NA diff --git a/lib/node_modules/@stdlib/datasets/penguins/data/data.json b/lib/node_modules/@stdlib/datasets/penguins/data/data.json new file mode 100644 index 000000000000..2f8297639fab --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/data/data.json @@ -0,0 +1 @@ +[{"studyName": "PAL0708", "sampleNumber": 1.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N1A1", "clutchCompletion": true, "dateEgg": "2007-11-11", "culmenLength": 39.1, "culmenDepth": 18.7, "flipperLength": 181.0, "bodyMass": 3750.0, "sex": "MALE", "delta15N": null, "delta13C": null, "comments": "Not enough blood for isotopes."}, {"studyName": "PAL0708", "sampleNumber": 2.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N1A2", "clutchCompletion": true, "dateEgg": "2007-11-11", "culmenLength": 39.5, "culmenDepth": 17.4, "flipperLength": 186.0, "bodyMass": 3800.0, "sex": "FEMALE", "delta15N": 8.94956, "delta13C": -24.69454, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 3.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N2A1", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 40.3, "culmenDepth": 18.0, "flipperLength": 195.0, "bodyMass": 3250.0, "sex": "FEMALE", "delta15N": 8.36821, "delta13C": -25.33302, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 4.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N2A2", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": null, "culmenDepth": null, "flipperLength": null, "bodyMass": null, "sex": null, "delta15N": null, "delta13C": null, "comments": "Adult not sampled."}, {"studyName": "PAL0708", "sampleNumber": 5.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N3A1", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 36.7, "culmenDepth": 19.3, "flipperLength": 193.0, "bodyMass": 3450.0, "sex": "FEMALE", "delta15N": 8.76651, "delta13C": -25.32426, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 6.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N3A2", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 39.3, "culmenDepth": 20.6, "flipperLength": 190.0, "bodyMass": 3650.0, "sex": "MALE", "delta15N": 8.66496, "delta13C": -25.29805, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 7.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N4A1", "clutchCompletion": false, "dateEgg": "2007-11-15", "culmenLength": 38.9, "culmenDepth": 17.8, "flipperLength": 181.0, "bodyMass": 3625.0, "sex": "FEMALE", "delta15N": 9.18718, "delta13C": -25.21799, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 8.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N4A2", "clutchCompletion": false, "dateEgg": "2007-11-15", "culmenLength": 39.2, "culmenDepth": 19.6, "flipperLength": 195.0, "bodyMass": 4675.0, "sex": "MALE", "delta15N": 9.4606, "delta13C": -24.89958, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 9.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N5A1", "clutchCompletion": true, "dateEgg": "2007-11-09", "culmenLength": 34.1, "culmenDepth": 18.1, "flipperLength": 193.0, "bodyMass": 3475.0, "sex": null, "delta15N": null, "delta13C": null, "comments": "No blood sample obtained."}, {"studyName": "PAL0708", "sampleNumber": 10.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N5A2", "clutchCompletion": true, "dateEgg": "2007-11-09", "culmenLength": 42.0, "culmenDepth": 20.2, "flipperLength": 190.0, "bodyMass": 4250.0, "sex": null, "delta15N": 9.13362, "delta13C": -25.09368, "comments": "No blood sample obtained for sexing."}, {"studyName": "PAL0708", "sampleNumber": 11.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N6A1", "clutchCompletion": true, "dateEgg": "2007-11-09", "culmenLength": 37.8, "culmenDepth": 17.1, "flipperLength": 186.0, "bodyMass": 3300.0, "sex": null, "delta15N": 8.63243, "delta13C": -25.21315, "comments": "No blood sample obtained for sexing."}, {"studyName": "PAL0708", "sampleNumber": 12.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N6A2", "clutchCompletion": true, "dateEgg": "2007-11-09", "culmenLength": 37.8, "culmenDepth": 17.3, "flipperLength": 180.0, "bodyMass": 3700.0, "sex": null, "delta15N": null, "delta13C": null, "comments": "No blood sample obtained."}, {"studyName": "PAL0708", "sampleNumber": 13.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N7A1", "clutchCompletion": true, "dateEgg": "2007-11-15", "culmenLength": 41.1, "culmenDepth": 17.6, "flipperLength": 182.0, "bodyMass": 3200.0, "sex": "FEMALE", "delta15N": null, "delta13C": null, "comments": "Not enough blood for isotopes."}, {"studyName": "PAL0708", "sampleNumber": 14.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N7A2", "clutchCompletion": true, "dateEgg": "2007-11-15", "culmenLength": 38.6, "culmenDepth": 21.2, "flipperLength": 191.0, "bodyMass": 3800.0, "sex": "MALE", "delta15N": null, "delta13C": null, "comments": "Not enough blood for isotopes."}, {"studyName": "PAL0708", "sampleNumber": 15.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N8A1", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 34.6, "culmenDepth": 21.1, "flipperLength": 198.0, "bodyMass": 4400.0, "sex": "MALE", "delta15N": 8.55583, "delta13C": -25.22588, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 16.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N8A2", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 36.6, "culmenDepth": 17.8, "flipperLength": 185.0, "bodyMass": 3700.0, "sex": "FEMALE", "delta15N": null, "delta13C": null, "comments": "Not enough blood for isotopes."}, {"studyName": "PAL0708", "sampleNumber": 17.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N9A1", "clutchCompletion": true, "dateEgg": "2007-11-12", "culmenLength": 38.7, "culmenDepth": 19.0, "flipperLength": 195.0, "bodyMass": 3450.0, "sex": "FEMALE", "delta15N": 9.18528, "delta13C": -25.06691, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 18.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N9A2", "clutchCompletion": true, "dateEgg": "2007-11-12", "culmenLength": 42.5, "culmenDepth": 20.7, "flipperLength": 197.0, "bodyMass": 4500.0, "sex": "MALE", "delta15N": 8.67538, "delta13C": -25.13993, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 19.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N10A1", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 34.4, "culmenDepth": 18.4, "flipperLength": 184.0, "bodyMass": 3325.0, "sex": "FEMALE", "delta15N": 8.47827, "delta13C": -25.23319, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 20.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N10A2", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 46.0, "culmenDepth": 21.5, "flipperLength": 194.0, "bodyMass": 4200.0, "sex": "MALE", "delta15N": 9.11616, "delta13C": -24.77227, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 21.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N11A1", "clutchCompletion": true, "dateEgg": "2007-11-12", "culmenLength": 37.8, "culmenDepth": 18.3, "flipperLength": 174.0, "bodyMass": 3400.0, "sex": "FEMALE", "delta15N": 8.73762, "delta13C": -25.09383, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 22.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N11A2", "clutchCompletion": true, "dateEgg": "2007-11-12", "culmenLength": 37.7, "culmenDepth": 18.7, "flipperLength": 180.0, "bodyMass": 3600.0, "sex": "MALE", "delta15N": 8.66271, "delta13C": -25.0639, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 23.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N12A1", "clutchCompletion": true, "dateEgg": "2007-11-12", "culmenLength": 35.9, "culmenDepth": 19.2, "flipperLength": 189.0, "bodyMass": 3800.0, "sex": "FEMALE", "delta15N": 9.22286, "delta13C": -25.03474, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 24.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N12A2", "clutchCompletion": true, "dateEgg": "2007-11-12", "culmenLength": 38.2, "culmenDepth": 18.1, "flipperLength": 185.0, "bodyMass": 3950.0, "sex": "MALE", "delta15N": 8.43423, "delta13C": -25.22664, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 25.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N13A1", "clutchCompletion": true, "dateEgg": "2007-11-10", "culmenLength": 38.8, "culmenDepth": 17.2, "flipperLength": 180.0, "bodyMass": 3800.0, "sex": "MALE", "delta15N": 9.63954, "delta13C": -25.29856, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 26.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N13A2", "clutchCompletion": true, "dateEgg": "2007-11-10", "culmenLength": 35.3, "culmenDepth": 18.9, "flipperLength": 187.0, "bodyMass": 3800.0, "sex": "FEMALE", "delta15N": 9.21292, "delta13C": -24.3613, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 27.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N17A1", "clutchCompletion": true, "dateEgg": "2007-11-12", "culmenLength": 40.6, "culmenDepth": 18.6, "flipperLength": 183.0, "bodyMass": 3550.0, "sex": "MALE", "delta15N": 8.93997, "delta13C": -25.36288, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 28.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N17A2", "clutchCompletion": true, "dateEgg": "2007-11-12", "culmenLength": 40.5, "culmenDepth": 17.9, "flipperLength": 187.0, "bodyMass": 3200.0, "sex": "FEMALE", "delta15N": 8.08138, "delta13C": -25.49448, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 29.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N18A1", "clutchCompletion": false, "dateEgg": "2007-11-10", "culmenLength": 37.9, "culmenDepth": 18.6, "flipperLength": 172.0, "bodyMass": 3150.0, "sex": "FEMALE", "delta15N": 8.38404, "delta13C": -25.19837, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 30.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N18A2", "clutchCompletion": false, "dateEgg": "2007-11-10", "culmenLength": 40.5, "culmenDepth": 18.9, "flipperLength": 180.0, "bodyMass": 3950.0, "sex": "MALE", "delta15N": 8.90027, "delta13C": -25.11609, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 31.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N21A1", "clutchCompletion": true, "dateEgg": "2007-11-09", "culmenLength": 39.5, "culmenDepth": 16.7, "flipperLength": 178.0, "bodyMass": 3250.0, "sex": "FEMALE", "delta15N": 9.69756, "delta13C": -25.11223, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 32.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N21A2", "clutchCompletion": true, "dateEgg": "2007-11-09", "culmenLength": 37.2, "culmenDepth": 18.1, "flipperLength": 178.0, "bodyMass": 3900.0, "sex": "MALE", "delta15N": 9.72764, "delta13C": -25.0102, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 33.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N22A1", "clutchCompletion": true, "dateEgg": "2007-11-09", "culmenLength": 39.5, "culmenDepth": 17.8, "flipperLength": 188.0, "bodyMass": 3300.0, "sex": "FEMALE", "delta15N": 9.66523, "delta13C": -25.0602, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 34.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N22A2", "clutchCompletion": true, "dateEgg": "2007-11-09", "culmenLength": 40.9, "culmenDepth": 18.9, "flipperLength": 184.0, "bodyMass": 3900.0, "sex": "MALE", "delta15N": 8.79665, "delta13C": -25.14591, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 35.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N23A1", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 36.4, "culmenDepth": 17.0, "flipperLength": 195.0, "bodyMass": 3325.0, "sex": "FEMALE", "delta15N": 9.17847, "delta13C": -25.23061, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 36.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N23A2", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 39.2, "culmenDepth": 21.1, "flipperLength": 196.0, "bodyMass": 4150.0, "sex": "MALE", "delta15N": 9.15308, "delta13C": -25.03469, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 37.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N24A1", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 38.8, "culmenDepth": 20.0, "flipperLength": 190.0, "bodyMass": 3950.0, "sex": "MALE", "delta15N": 9.18985, "delta13C": -25.12255, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 38.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N24A2", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 42.2, "culmenDepth": 18.5, "flipperLength": 180.0, "bodyMass": 3550.0, "sex": "FEMALE", "delta15N": 8.04787, "delta13C": -25.49523, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 39.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N25A1", "clutchCompletion": false, "dateEgg": "2007-11-13", "culmenLength": 37.6, "culmenDepth": 19.3, "flipperLength": 181.0, "bodyMass": 3300.0, "sex": "FEMALE", "delta15N": 9.41131, "delta13C": -25.04169, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 40.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N25A2", "clutchCompletion": false, "dateEgg": "2007-11-13", "culmenLength": 39.8, "culmenDepth": 19.1, "flipperLength": 184.0, "bodyMass": 4650.0, "sex": "MALE", "delta15N": null, "delta13C": null, "comments": "Nest never observed with full clutch. Not enough blood for isotopes."}, {"studyName": "PAL0708", "sampleNumber": 41.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N26A1", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 36.5, "culmenDepth": 18.0, "flipperLength": 182.0, "bodyMass": 3150.0, "sex": "FEMALE", "delta15N": 9.68933, "delta13C": -24.4228, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 42.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N26A2", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 40.8, "culmenDepth": 18.4, "flipperLength": 195.0, "bodyMass": 3900.0, "sex": "MALE", "delta15N": null, "delta13C": null, "comments": "Not enough blood for isotopes."}, {"studyName": "PAL0708", "sampleNumber": 43.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N27A1", "clutchCompletion": true, "dateEgg": "2007-11-19", "culmenLength": 36.0, "culmenDepth": 18.5, "flipperLength": 186.0, "bodyMass": 3100.0, "sex": "FEMALE", "delta15N": 9.50772, "delta13C": -25.03492, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 44.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N27A2", "clutchCompletion": true, "dateEgg": "2007-11-19", "culmenLength": 44.1, "culmenDepth": 19.7, "flipperLength": 196.0, "bodyMass": 4400.0, "sex": "MALE", "delta15N": 9.2372, "delta13C": -24.52698, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 45.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N28A1", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 37.0, "culmenDepth": 16.9, "flipperLength": 185.0, "bodyMass": 3000.0, "sex": "FEMALE", "delta15N": 9.36392, "delta13C": -25.01745, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 46.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N28A2", "clutchCompletion": true, "dateEgg": "2007-11-16", "culmenLength": 39.6, "culmenDepth": 18.8, "flipperLength": 190.0, "bodyMass": 4600.0, "sex": "MALE", "delta15N": 9.49106, "delta13C": -24.10255, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 47.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N29A1", "clutchCompletion": true, "dateEgg": "2007-11-13", "culmenLength": 41.1, "culmenDepth": 19.0, "flipperLength": 182.0, "bodyMass": 3425.0, "sex": "MALE", "delta15N": null, "delta13C": null, "comments": "Not enough blood for isotopes."}, {"studyName": "PAL0708", "sampleNumber": 48.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N29A2", "clutchCompletion": true, "dateEgg": "2007-11-13", "culmenLength": 37.5, "culmenDepth": 18.9, "flipperLength": 179.0, "bodyMass": 2975.0, "sex": null, "delta15N": null, "delta13C": null, "comments": "Sexing primers did not amplify. Not enough blood for isotopes."}, {"studyName": "PAL0708", "sampleNumber": 49.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N30A1", "clutchCompletion": true, "dateEgg": "2007-11-13", "culmenLength": 36.0, "culmenDepth": 17.9, "flipperLength": 190.0, "bodyMass": 3450.0, "sex": "FEMALE", "delta15N": 9.51784, "delta13C": -25.07683, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 50.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N30A2", "clutchCompletion": true, "dateEgg": "2007-11-13", "culmenLength": 42.3, "culmenDepth": 21.2, "flipperLength": 191.0, "bodyMass": 4150.0, "sex": "MALE", "delta15N": 8.87988, "delta13C": -25.18543, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 51.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N21A1", "clutchCompletion": true, "dateEgg": "2008-11-06", "culmenLength": 39.6, "culmenDepth": 17.7, "flipperLength": 186.0, "bodyMass": 3500.0, "sex": "FEMALE", "delta15N": 8.46616, "delta13C": -26.12989, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 52.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N21A2", "clutchCompletion": true, "dateEgg": "2008-11-06", "culmenLength": 40.1, "culmenDepth": 18.9, "flipperLength": 188.0, "bodyMass": 4300.0, "sex": "MALE", "delta15N": 8.51362, "delta13C": -26.55602, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 53.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N22A1", "clutchCompletion": true, "dateEgg": "2008-11-09", "culmenLength": 35.0, "culmenDepth": 17.9, "flipperLength": 190.0, "bodyMass": 3450.0, "sex": "FEMALE", "delta15N": 8.19539, "delta13C": -26.17213, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 54.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N22A2", "clutchCompletion": true, "dateEgg": "2008-11-09", "culmenLength": 42.0, "culmenDepth": 19.5, "flipperLength": 200.0, "bodyMass": 4050.0, "sex": "MALE", "delta15N": 8.48095, "delta13C": -26.3146, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 55.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N23A1", "clutchCompletion": true, "dateEgg": "2008-11-09", "culmenLength": 34.5, "culmenDepth": 18.1, "flipperLength": 187.0, "bodyMass": 2900.0, "sex": "FEMALE", "delta15N": 8.41837, "delta13C": -26.54718, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 56.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N23A2", "clutchCompletion": true, "dateEgg": "2008-11-09", "culmenLength": 41.4, "culmenDepth": 18.6, "flipperLength": 191.0, "bodyMass": 3700.0, "sex": "MALE", "delta15N": 8.35396, "delta13C": -26.27853, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 57.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N24A1", "clutchCompletion": true, "dateEgg": "2008-11-15", "culmenLength": 39.0, "culmenDepth": 17.5, "flipperLength": 186.0, "bodyMass": 3550.0, "sex": "FEMALE", "delta15N": 8.57199, "delta13C": -26.07188, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 58.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N24A2", "clutchCompletion": true, "dateEgg": "2008-11-15", "culmenLength": 40.6, "culmenDepth": 18.8, "flipperLength": 193.0, "bodyMass": 3800.0, "sex": "MALE", "delta15N": 8.56674, "delta13C": -25.98843, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 59.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N25A1", "clutchCompletion": true, "dateEgg": "2008-11-15", "culmenLength": 36.5, "culmenDepth": 16.6, "flipperLength": 181.0, "bodyMass": 2850.0, "sex": "FEMALE", "delta15N": 9.07878, "delta13C": -25.88156, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 60.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N25A2", "clutchCompletion": true, "dateEgg": "2008-11-15", "culmenLength": 37.6, "culmenDepth": 19.1, "flipperLength": 194.0, "bodyMass": 3750.0, "sex": "MALE", "delta15N": 9.108, "delta13C": -25.89677, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 61.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N27A1", "clutchCompletion": true, "dateEgg": "2008-11-13", "culmenLength": 35.7, "culmenDepth": 16.9, "flipperLength": 185.0, "bodyMass": 3150.0, "sex": "FEMALE", "delta15N": 8.96472, "delta13C": -26.40943, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 62.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N27A2", "clutchCompletion": true, "dateEgg": "2008-11-13", "culmenLength": 41.3, "culmenDepth": 21.1, "flipperLength": 195.0, "bodyMass": 4400.0, "sex": "MALE", "delta15N": 8.74802, "delta13C": -26.37809, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 63.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N28A1", "clutchCompletion": true, "dateEgg": "2008-11-13", "culmenLength": 37.6, "culmenDepth": 17.0, "flipperLength": 185.0, "bodyMass": 3600.0, "sex": "FEMALE", "delta15N": 8.58063, "delta13C": -26.21569, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 64.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N28A2", "clutchCompletion": true, "dateEgg": "2008-11-13", "culmenLength": 41.1, "culmenDepth": 18.2, "flipperLength": 192.0, "bodyMass": 4050.0, "sex": "MALE", "delta15N": 8.62264, "delta13C": -26.60023, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 65.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N29A1", "clutchCompletion": true, "dateEgg": "2008-11-13", "culmenLength": 36.4, "culmenDepth": 17.1, "flipperLength": 184.0, "bodyMass": 2850.0, "sex": "FEMALE", "delta15N": 8.62623, "delta13C": -26.1165, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 66.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N29A2", "clutchCompletion": true, "dateEgg": "2008-11-13", "culmenLength": 41.6, "culmenDepth": 18.0, "flipperLength": 192.0, "bodyMass": 3950.0, "sex": "MALE", "delta15N": 8.85562, "delta13C": -26.09294, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 67.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N30A1", "clutchCompletion": true, "dateEgg": "2008-11-06", "culmenLength": 35.5, "culmenDepth": 16.2, "flipperLength": 195.0, "bodyMass": 3350.0, "sex": "FEMALE", "delta15N": 8.56192, "delta13C": -25.95541, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 68.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N30A2", "clutchCompletion": true, "dateEgg": "2008-11-06", "culmenLength": 41.1, "culmenDepth": 19.1, "flipperLength": 188.0, "bodyMass": 4100.0, "sex": "MALE", "delta15N": 8.71078, "delta13C": -25.81012, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 69.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N32A1", "clutchCompletion": false, "dateEgg": "2008-11-11", "culmenLength": 35.9, "culmenDepth": 16.6, "flipperLength": 190.0, "bodyMass": 3050.0, "sex": "FEMALE", "delta15N": 8.47781, "delta13C": -26.07821, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 70.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N32A2", "clutchCompletion": false, "dateEgg": "2008-11-11", "culmenLength": 41.8, 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null}, {"studyName": "PAL0809", "sampleNumber": 73.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N35A1", "clutchCompletion": true, "dateEgg": "2008-11-11", "culmenLength": 39.6, "culmenDepth": 17.2, "flipperLength": 196.0, "bodyMass": 3550.0, "sex": "FEMALE", "delta15N": 8.33524, "delta13C": -26.55351, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 74.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N35A2", "clutchCompletion": true, "dateEgg": "2008-11-11", "culmenLength": 45.8, "culmenDepth": 18.9, "flipperLength": 197.0, "bodyMass": 4150.0, "sex": "MALE", "delta15N": 8.18658, "delta13C": -26.45978, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 75.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg 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"comments": null}, {"studyName": "PAL0910", "sampleNumber": 119.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N64A1", "clutchCompletion": true, "dateEgg": "2009-11-22", "culmenLength": 35.7, "culmenDepth": 17.0, "flipperLength": 189.0, "bodyMass": 3350.0, "sex": "FEMALE", "delta15N": 8.96436, "delta13C": -23.90309, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 120.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N64A2", "clutchCompletion": true, "dateEgg": "2009-11-22", "culmenLength": 41.1, "culmenDepth": 18.6, "flipperLength": 189.0, "bodyMass": 3325.0, "sex": "MALE", "delta15N": 9.32277, "delta13C": -26.09989, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 121.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N66A1", "clutchCompletion": false, "dateEgg": "2009-11-17", "culmenLength": 36.2, "culmenDepth": 17.2, "flipperLength": 187.0, "bodyMass": 3150.0, "sex": "FEMALE", "delta15N": 9.04296, "delta13C": -26.19444, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 122.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N66A2", "clutchCompletion": false, "dateEgg": "2009-11-17", "culmenLength": 37.7, "culmenDepth": 19.8, "flipperLength": 198.0, "bodyMass": 3500.0, "sex": "MALE", "delta15N": 9.11066, "delta13C": -26.42563, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 123.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N67A1", "clutchCompletion": true, "dateEgg": "2009-11-16", "culmenLength": 40.2, "culmenDepth": 17.0, "flipperLength": 176.0, "bodyMass": 3450.0, "sex": "FEMALE", "delta15N": 9.30722, "delta13C": -25.61039, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 124.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N67A2", "clutchCompletion": true, "dateEgg": "2009-11-16", "culmenLength": 41.4, "culmenDepth": 18.5, "flipperLength": 202.0, "bodyMass": 3875.0, "sex": "MALE", "delta15N": 9.59462, "delta13C": -25.42621, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 125.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N69A1", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 35.2, "culmenDepth": 15.9, "flipperLength": 186.0, "bodyMass": 3050.0, "sex": "FEMALE", "delta15N": 8.81668, "delta13C": -25.95399, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 126.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N69A2", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 40.6, "culmenDepth": 19.0, "flipperLength": 199.0, "bodyMass": 4000.0, "sex": "MALE", "delta15N": 9.22537, "delta13C": -25.60826, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 127.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N71A1", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 38.8, "culmenDepth": 17.6, "flipperLength": 191.0, "bodyMass": 3275.0, "sex": "FEMALE", "delta15N": 8.88098, "delta13C": -25.89741, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 128.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N71A2", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 41.5, "culmenDepth": 18.3, "flipperLength": 195.0, "bodyMass": 4300.0, "sex": "MALE", "delta15N": 8.52566, "delta13C": -26.0245, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 129.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N72A1", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 39.0, "culmenDepth": 17.1, "flipperLength": 191.0, "bodyMass": 3050.0, "sex": "FEMALE", "delta15N": 9.19031, "delta13C": -25.73722, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 130.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N72A2", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 44.1, "culmenDepth": 18.0, "flipperLength": 210.0, "bodyMass": 4000.0, "sex": "MALE", "delta15N": 9.10702, "delta13C": -26.01363, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 131.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N73A1", "clutchCompletion": false, "dateEgg": "2009-11-23", "culmenLength": 38.5, "culmenDepth": 17.9, "flipperLength": 190.0, "bodyMass": 3325.0, "sex": "FEMALE", "delta15N": 8.9846, "delta13C": -25.57956, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 132.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Torgersen", "stage": "Adult, 1 Egg Stage", "individualID": "N73A2", "clutchCompletion": false, "dateEgg": "2009-11-23", "culmenLength": 43.1, "culmenDepth": 19.2, "flipperLength": 197.0, "bodyMass": 3500.0, "sex": "MALE", "delta15N": 8.86495, "delta13C": -26.1396, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 133.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N76A1", "clutchCompletion": true, "dateEgg": "2009-11-10", "culmenLength": 36.8, "culmenDepth": 18.5, "flipperLength": 193.0, "bodyMass": 3500.0, "sex": "FEMALE", "delta15N": 8.98705, "delta13C": -25.57647, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 134.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N76A2", "clutchCompletion": true, "dateEgg": "2009-11-10", "culmenLength": 37.5, "culmenDepth": 18.5, "flipperLength": 199.0, "bodyMass": 4475.0, "sex": "MALE", "delta15N": 8.56708, "delta13C": -26.49288, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 135.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N77A1", "clutchCompletion": true, "dateEgg": "2009-11-13", "culmenLength": 38.1, "culmenDepth": 17.6, "flipperLength": 187.0, "bodyMass": 3425.0, "sex": "FEMALE", "delta15N": 8.717, "delta13C": -25.77951, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 136.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N77A2", "clutchCompletion": true, "dateEgg": "2009-11-13", "culmenLength": 41.1, "culmenDepth": 17.5, "flipperLength": 190.0, "bodyMass": 3900.0, "sex": "MALE", "delta15N": 8.94365, "delta13C": -26.06943, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 137.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N78A1", "clutchCompletion": true, "dateEgg": "2009-11-16", "culmenLength": 35.6, "culmenDepth": 17.5, "flipperLength": 191.0, "bodyMass": 3175.0, "sex": "FEMALE", "delta15N": 8.75984, "delta13C": -25.97696, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 138.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N78A2", "clutchCompletion": true, "dateEgg": "2009-11-16", "culmenLength": 40.2, "culmenDepth": 20.1, "flipperLength": 200.0, "bodyMass": 3975.0, "sex": "MALE", "delta15N": 8.95998, "delta13C": -26.32601, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 139.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N79A1", "clutchCompletion": false, "dateEgg": "2009-11-16", "culmenLength": 37.0, "culmenDepth": 16.5, "flipperLength": 185.0, "bodyMass": 3400.0, "sex": "FEMALE", "delta15N": 8.61651, "delta13C": -26.07021, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 140.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N79A2", "clutchCompletion": false, "dateEgg": "2009-11-16", "culmenLength": 39.7, "culmenDepth": 17.9, "flipperLength": 193.0, "bodyMass": 4250.0, "sex": "MALE", "delta15N": 9.25769, "delta13C": -25.88798, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 141.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N80A1", "clutchCompletion": true, "dateEgg": "2009-11-14", "culmenLength": 40.2, "culmenDepth": 17.1, "flipperLength": 193.0, "bodyMass": 3400.0, "sex": "FEMALE", "delta15N": 9.2881, "delta13C": -25.54976, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 142.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N80A2", "clutchCompletion": true, "dateEgg": "2009-11-14", "culmenLength": 40.6, "culmenDepth": 17.2, "flipperLength": 187.0, "bodyMass": 3475.0, "sex": "MALE", "delta15N": 9.23408, "delta13C": -26.01549, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 143.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N81A1", "clutchCompletion": true, "dateEgg": "2009-11-16", "culmenLength": 32.1, "culmenDepth": 15.5, "flipperLength": 188.0, "bodyMass": 3050.0, "sex": "FEMALE", "delta15N": 8.79787, "delta13C": -26.61075, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 144.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N81A2", "clutchCompletion": true, "dateEgg": "2009-11-16", "culmenLength": 40.7, "culmenDepth": 17.0, "flipperLength": 190.0, "bodyMass": 3725.0, "sex": "MALE", "delta15N": 9.05674, "delta13C": -25.79529, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 145.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N82A1", "clutchCompletion": true, "dateEgg": "2009-11-16", "culmenLength": 37.3, "culmenDepth": 16.8, "flipperLength": 192.0, "bodyMass": 3000.0, "sex": "FEMALE", "delta15N": 9.06829, "delta13C": -25.85203, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 146.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N82A2", "clutchCompletion": true, "dateEgg": "2009-11-16", "culmenLength": 39.0, "culmenDepth": 18.7, "flipperLength": 185.0, "bodyMass": 3650.0, "sex": "MALE", "delta15N": 9.22033, "delta13C": -26.03442, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 147.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N83A1", "clutchCompletion": true, "dateEgg": "2009-11-13", "culmenLength": 39.2, "culmenDepth": 18.6, "flipperLength": 190.0, "bodyMass": 4250.0, "sex": "MALE", "delta15N": 9.11006, "delta13C": -25.79549, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 148.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N83A2", "clutchCompletion": true, "dateEgg": "2009-11-13", "culmenLength": 36.6, "culmenDepth": 18.4, "flipperLength": 184.0, "bodyMass": 3475.0, "sex": "FEMALE", "delta15N": 8.68744, "delta13C": -25.8306, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 149.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N84A1", "clutchCompletion": true, "dateEgg": "2009-11-17", "culmenLength": 36.0, "culmenDepth": 17.8, "flipperLength": 195.0, "bodyMass": 3450.0, "sex": "FEMALE", "delta15N": 8.94332, "delta13C": -25.79189, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 150.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N84A2", "clutchCompletion": true, "dateEgg": "2009-11-17", "culmenLength": 37.8, "culmenDepth": 18.1, "flipperLength": 193.0, "bodyMass": 3750.0, "sex": "MALE", "delta15N": 8.97533, "delta13C": -26.03495, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 151.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N85A1", "clutchCompletion": true, "dateEgg": "2009-11-17", "culmenLength": 36.0, "culmenDepth": 17.1, "flipperLength": 187.0, "bodyMass": 3700.0, "sex": "FEMALE", "delta15N": 8.93465, "delta13C": -26.07081, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 152.0, "species": "Adelie Penguin (Pygoscelis adeliae)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N85A2", "clutchCompletion": true, "dateEgg": "2009-11-17", "culmenLength": 41.5, "culmenDepth": 18.5, "flipperLength": 201.0, "bodyMass": 4000.0, "sex": "MALE", "delta15N": 8.8964, "delta13C": -26.06967, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 1.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N31A1", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 46.1, "culmenDepth": 13.2, "flipperLength": 211.0, "bodyMass": 4500.0, "sex": "FEMALE", "delta15N": 7.993, "delta13C": -25.5139, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 2.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N31A2", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 50.0, "culmenDepth": 16.3, "flipperLength": 230.0, "bodyMass": 5700.0, "sex": "MALE", "delta15N": 8.14756, "delta13C": -25.39369, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 3.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N32A1", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 48.7, "culmenDepth": 14.1, "flipperLength": 210.0, "bodyMass": 4450.0, "sex": "FEMALE", "delta15N": 8.14705, "delta13C": -25.46172, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 4.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N32A2", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 50.0, "culmenDepth": 15.2, "flipperLength": 218.0, "bodyMass": 5700.0, "sex": "MALE", "delta15N": 8.2554, "delta13C": -25.40075, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 5.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N33A1", "clutchCompletion": true, "dateEgg": "2007-11-18", "culmenLength": 47.6, "culmenDepth": 14.5, "flipperLength": 215.0, "bodyMass": 5400.0, "sex": "MALE", "delta15N": 8.2345, "delta13C": -25.54456, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 6.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N33A2", "clutchCompletion": true, "dateEgg": "2007-11-18", "culmenLength": 46.5, "culmenDepth": 13.5, "flipperLength": 210.0, "bodyMass": 4550.0, "sex": "FEMALE", "delta15N": 7.9953, "delta13C": -25.32829, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 7.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N34A1", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 45.4, "culmenDepth": 14.6, "flipperLength": 211.0, "bodyMass": 4800.0, "sex": "FEMALE", "delta15N": 8.24515, "delta13C": -25.46782, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 8.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N34A2", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 46.7, "culmenDepth": 15.3, "flipperLength": 219.0, "bodyMass": 5200.0, "sex": "MALE", "delta15N": 8.22673, "delta13C": -25.4276, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 9.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N35A1", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 43.3, "culmenDepth": 13.4, "flipperLength": 209.0, "bodyMass": 4400.0, "sex": "FEMALE", "delta15N": 8.13643, "delta13C": -25.32176, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 10.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N35A2", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 46.8, "culmenDepth": 15.4, "flipperLength": 215.0, "bodyMass": 5150.0, "sex": "MALE", "delta15N": 8.1631, "delta13C": -25.38017, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 11.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N36A1", "clutchCompletion": false, "dateEgg": "2007-11-27", "culmenLength": 40.9, "culmenDepth": 13.7, "flipperLength": 214.0, "bodyMass": 4650.0, "sex": "FEMALE", "delta15N": 8.19579, "delta13C": -25.3933, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 12.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N36A2", "clutchCompletion": false, "dateEgg": "2007-11-27", "culmenLength": 49.0, "culmenDepth": 16.1, "flipperLength": 216.0, "bodyMass": 5550.0, "sex": "MALE", "delta15N": 8.10417, "delta13C": -25.50562, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 13.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N37A1", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 45.5, "culmenDepth": 13.7, "flipperLength": 214.0, "bodyMass": 4650.0, "sex": "FEMALE", "delta15N": 7.77672, "delta13C": -25.4168, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 14.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N37A2", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 48.4, "culmenDepth": 14.6, "flipperLength": 213.0, "bodyMass": 5850.0, "sex": "MALE", "delta15N": 7.8208, "delta13C": -25.48025, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 15.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N38A1", "clutchCompletion": true, "dateEgg": "2007-12-03", "culmenLength": 45.8, "culmenDepth": 14.6, "flipperLength": 210.0, "bodyMass": 4200.0, "sex": "FEMALE", "delta15N": 7.79958, "delta13C": -25.62618, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 16.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N38A2", "clutchCompletion": true, "dateEgg": "2007-12-03", "culmenLength": 49.3, "culmenDepth": 15.7, "flipperLength": 217.0, "bodyMass": 5850.0, "sex": "MALE", "delta15N": 8.07137, "delta13C": -25.52473, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 17.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N39A1", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 42.0, "culmenDepth": 13.5, "flipperLength": 210.0, "bodyMass": 4150.0, "sex": "FEMALE", "delta15N": 7.63884, "delta13C": -25.52627, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 18.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N39A2", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 49.2, "culmenDepth": 15.2, "flipperLength": 221.0, "bodyMass": 6300.0, "sex": "MALE", "delta15N": 8.27376, "delta13C": -25.00169, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 19.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N40A1", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 46.2, "culmenDepth": 14.5, "flipperLength": 209.0, "bodyMass": 4800.0, "sex": "FEMALE", "delta15N": 7.84057, "delta13C": -25.37899, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 20.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N40A2", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 48.7, "culmenDepth": 15.1, "flipperLength": 222.0, "bodyMass": 5350.0, "sex": "MALE", "delta15N": 7.96491, "delta13C": -25.39587, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 21.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N41A1", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 50.2, "culmenDepth": 14.3, "flipperLength": 218.0, "bodyMass": 5700.0, "sex": "MALE", "delta15N": 7.8962, "delta13C": -25.37746, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 22.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N41A2", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 45.1, "culmenDepth": 14.5, "flipperLength": 215.0, "bodyMass": 5000.0, "sex": "FEMALE", "delta15N": 7.6322, "delta13C": -25.46569, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 23.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N42A1", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 46.5, "culmenDepth": 14.5, "flipperLength": 213.0, "bodyMass": 4400.0, "sex": "FEMALE", "delta15N": 7.90436, "delta13C": -25.3947, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 24.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N42A2", "clutchCompletion": true, "dateEgg": "2007-11-27", "culmenLength": 46.3, "culmenDepth": 15.8, "flipperLength": 215.0, "bodyMass": 5050.0, "sex": "MALE", "delta15N": 7.90971, "delta13C": -25.38157, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 25.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N44A1", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 42.9, "culmenDepth": 13.1, "flipperLength": 215.0, "bodyMass": 5000.0, "sex": "FEMALE", "delta15N": 7.68528, "delta13C": -25.39181, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 26.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N44A2", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 46.1, "culmenDepth": 15.1, "flipperLength": 215.0, "bodyMass": 5100.0, "sex": "MALE", "delta15N": 7.83733, "delta13C": -25.42826, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 27.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N46A1", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 44.5, "culmenDepth": 14.3, "flipperLength": 216.0, "bodyMass": 4100.0, "sex": null, "delta15N": 7.96621, "delta13C": -25.69327, "comments": "Sexing primers did not amplify."}, {"studyName": "PAL0708", "sampleNumber": 28.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N46A2", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 47.8, "culmenDepth": 15.0, "flipperLength": 215.0, "bodyMass": 5650.0, "sex": "MALE", "delta15N": 7.92358, "delta13C": -25.48383, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 29.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N47A1", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 48.2, "culmenDepth": 14.3, "flipperLength": 210.0, "bodyMass": 4600.0, "sex": "FEMALE", "delta15N": 7.6887, "delta13C": -25.50811, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 30.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N47A2", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 50.0, "culmenDepth": 15.3, "flipperLength": 220.0, "bodyMass": 5550.0, "sex": "MALE", "delta15N": 8.30515, "delta13C": -25.19017, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 31.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N50A1", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 47.3, "culmenDepth": 15.3, "flipperLength": 222.0, "bodyMass": 5250.0, "sex": "MALE", "delta15N": null, "delta13C": null, "comments": "Not enough blood for isotopes."}, {"studyName": "PAL0708", "sampleNumber": 32.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N50A2", "clutchCompletion": true, "dateEgg": "2007-11-29", "culmenLength": 42.8, "culmenDepth": 14.2, "flipperLength": 209.0, "bodyMass": 4700.0, "sex": "FEMALE", "delta15N": 7.63452, "delta13C": -25.46327, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 33.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N56A1", "clutchCompletion": true, "dateEgg": "2007-12-03", "culmenLength": 45.1, "culmenDepth": 14.5, "flipperLength": 207.0, "bodyMass": 5050.0, "sex": "FEMALE", "delta15N": 7.97408, "delta13C": -25.53768, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 34.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N56A2", "clutchCompletion": true, "dateEgg": "2007-12-03", "culmenLength": 59.6, "culmenDepth": 17.0, "flipperLength": 230.0, "bodyMass": 6050.0, "sex": "MALE", "delta15N": 7.76843, "delta13C": -25.6821, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 35.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N2A1", "clutchCompletion": true, "dateEgg": "2008-11-13", "culmenLength": 49.1, "culmenDepth": 14.8, "flipperLength": 220.0, "bodyMass": 5150.0, "sex": "FEMALE", "delta15N": 7.89744, "delta13C": -26.63405, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 36.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N2A2", "clutchCompletion": true, "dateEgg": "2008-11-13", "culmenLength": 48.4, "culmenDepth": 16.3, "flipperLength": 220.0, "bodyMass": 5400.0, "sex": "MALE", "delta15N": 8.03659, "delta13C": -26.86127, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 37.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N4A1", "clutchCompletion": true, "dateEgg": "2008-11-02", "culmenLength": 42.6, "culmenDepth": 13.7, "flipperLength": 213.0, "bodyMass": 4950.0, "sex": "FEMALE", "delta15N": 7.96935, "delta13C": -26.70968, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 38.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N4A2", "clutchCompletion": true, "dateEgg": "2008-11-02", "culmenLength": 44.4, "culmenDepth": 17.3, "flipperLength": 219.0, "bodyMass": 5250.0, "sex": "MALE", "delta15N": 8.13746, "delta13C": -26.79093, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 39.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N5A1", "clutchCompletion": true, "dateEgg": "2008-11-09", "culmenLength": 44.0, "culmenDepth": 13.6, "flipperLength": 208.0, "bodyMass": 4350.0, "sex": "FEMALE", "delta15N": 8.01979, "delta13C": -26.68311, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 40.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N5A2", "clutchCompletion": true, "dateEgg": "2008-11-09", "culmenLength": 48.7, "culmenDepth": 15.7, "flipperLength": 208.0, "bodyMass": 5350.0, "sex": "MALE", "delta15N": 8.14776, "delta13C": -26.84506, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 41.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N6A1", "clutchCompletion": false, "dateEgg": "2008-11-04", "culmenLength": 42.7, "culmenDepth": 13.7, "flipperLength": 208.0, "bodyMass": 3950.0, "sex": "FEMALE", "delta15N": 8.14567, "delta13C": -26.59467, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 42.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N6A2", "clutchCompletion": false, "dateEgg": "2008-11-04", "culmenLength": 49.6, "culmenDepth": 16.0, "flipperLength": 225.0, "bodyMass": 5700.0, "sex": "MALE", "delta15N": 8.38324, "delta13C": -26.84272, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 43.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N7A1", "clutchCompletion": true, "dateEgg": "2008-11-04", "culmenLength": 45.3, "culmenDepth": 13.7, "flipperLength": 210.0, "bodyMass": 4300.0, "sex": "FEMALE", "delta15N": 8.37615, "delta13C": -26.72791, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 44.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N7A2", "clutchCompletion": true, "dateEgg": "2008-11-04", "culmenLength": 49.6, "culmenDepth": 15.0, "flipperLength": 216.0, "bodyMass": 4750.0, "sex": "MALE", "delta15N": 8.26548, "delta13C": -26.7699, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 45.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N8A1", "clutchCompletion": true, "dateEgg": "2008-11-03", "culmenLength": 50.5, "culmenDepth": 15.9, "flipperLength": 222.0, "bodyMass": 5550.0, "sex": "MALE", "delta15N": 8.46894, "delta13C": -26.60436, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 46.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N8A2", "clutchCompletion": true, "dateEgg": "2008-11-03", "culmenLength": 43.6, "culmenDepth": 13.9, "flipperLength": 217.0, "bodyMass": 4900.0, "sex": "FEMALE", "delta15N": 8.27141, "delta13C": -26.7765, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 47.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N11A1", "clutchCompletion": false, "dateEgg": "2008-11-09", "culmenLength": 45.5, "culmenDepth": 13.9, "flipperLength": 210.0, "bodyMass": 4200.0, "sex": "FEMALE", "delta15N": 8.47829, "delta13C": -26.61788, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 48.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N11A2", "clutchCompletion": false, "dateEgg": "2008-11-09", "culmenLength": 50.5, "culmenDepth": 15.9, "flipperLength": 225.0, "bodyMass": 5400.0, "sex": "MALE", "delta15N": 8.65803, "delta13C": -26.57585, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 49.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N12A1", "clutchCompletion": true, "dateEgg": "2008-11-02", "culmenLength": 44.9, "culmenDepth": 13.3, "flipperLength": 213.0, "bodyMass": 5100.0, "sex": "FEMALE", "delta15N": 8.45167, "delta13C": -26.89644, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 50.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N12A2", "clutchCompletion": true, "dateEgg": "2008-11-02", "culmenLength": 45.2, "culmenDepth": 15.8, "flipperLength": 215.0, "bodyMass": 5300.0, "sex": "MALE", "delta15N": 8.55868, "delta13C": -26.67799, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 51.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N13A1", "clutchCompletion": true, "dateEgg": "2008-11-04", "culmenLength": 46.6, "culmenDepth": 14.2, "flipperLength": 210.0, "bodyMass": 4850.0, "sex": "FEMALE", "delta15N": 8.38289, "delta13C": -26.86352, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 52.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N13A2", "clutchCompletion": true, "dateEgg": "2008-11-04", "culmenLength": 48.5, "culmenDepth": 14.1, "flipperLength": 220.0, "bodyMass": 5300.0, "sex": "MALE", "delta15N": 8.39867, "delta13C": -26.79358, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 53.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N14A1", 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"clutchCompletion": true, "dateEgg": "2009-11-25", "culmenLength": 52.2, "culmenDepth": 17.1, "flipperLength": 228.0, "bodyMass": 5400.0, "sex": "MALE", "delta15N": 8.36701, "delta13C": -25.89834, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 93.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N18A1", "clutchCompletion": true, "dateEgg": "2009-12-01", "culmenLength": 45.5, "culmenDepth": 14.5, "flipperLength": 212.0, "bodyMass": 4750.0, "sex": "FEMALE", "delta15N": 8.15566, "delta13C": -26.22848, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 94.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N18A2", "clutchCompletion": true, "dateEgg": "2009-12-01", "culmenLength": 49.5, "culmenDepth": 16.1, "flipperLength": 224.0, "bodyMass": 5650.0, "sex": "MALE", "delta15N": 8.83352, "delta13C": -25.69195, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 95.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N19A1", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 44.5, "culmenDepth": 14.7, "flipperLength": 214.0, "bodyMass": 4850.0, "sex": "FEMALE", "delta15N": 8.20106, "delta13C": -26.16524, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 96.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N19A2", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 50.8, "culmenDepth": 15.7, "flipperLength": 226.0, "bodyMass": 5200.0, "sex": "MALE", "delta15N": 8.27102, "delta13C": -26.11244, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 97.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N20A1", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 49.4, "culmenDepth": 15.8, "flipperLength": 216.0, "bodyMass": 4925.0, "sex": "MALE", "delta15N": 8.03624, "delta13C": -26.06594, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 98.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N20A2", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 46.9, "culmenDepth": 14.6, "flipperLength": 222.0, "bodyMass": 4875.0, "sex": "FEMALE", "delta15N": 7.8881, "delta13C": -26.04726, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 99.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N21A1", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 48.4, "culmenDepth": 14.4, "flipperLength": 203.0, "bodyMass": 4625.0, "sex": "FEMALE", "delta15N": 8.16582, "delta13C": -26.13971, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 100.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N21A2", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 51.1, "culmenDepth": 16.5, "flipperLength": 225.0, "bodyMass": 5250.0, "sex": "MALE", "delta15N": 8.2066, "delta13C": -26.36863, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 101.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N22A1", "clutchCompletion": true, "dateEgg": "2009-11-22", "culmenLength": 48.5, "culmenDepth": 15.0, "flipperLength": 219.0, "bodyMass": 4850.0, "sex": "FEMALE", "delta15N": 8.10231, "delta13C": -26.18763, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 102.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N22A2", "clutchCompletion": true, "dateEgg": "2009-11-22", "culmenLength": 55.9, "culmenDepth": 17.0, "flipperLength": 228.0, "bodyMass": 5600.0, "sex": "MALE", "delta15N": 8.3118, "delta13C": -26.35425, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 103.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N23A1", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 47.2, "culmenDepth": 15.5, "flipperLength": 215.0, "bodyMass": 4975.0, "sex": "FEMALE", "delta15N": 8.30817, "delta13C": -26.21651, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 104.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N23A2", "clutchCompletion": true, "dateEgg": "2009-11-18", "culmenLength": 49.1, "culmenDepth": 15.0, "flipperLength": 228.0, "bodyMass": 5500.0, "sex": "MALE", "delta15N": 8.65914, "delta13C": -25.79203, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 105.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N24A1", "clutchCompletion": true, "dateEgg": "2009-12-01", "culmenLength": 47.3, "culmenDepth": 13.8, "flipperLength": 216.0, "bodyMass": 4725.0, "sex": null, "delta15N": 8.25818, "delta13C": -26.23886, "comments": "Sexing primers did not amplify."}, {"studyName": "PAL0910", "sampleNumber": 106.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N24A2", "clutchCompletion": true, "dateEgg": "2009-12-01", "culmenLength": 46.8, "culmenDepth": 16.1, "flipperLength": 215.0, "bodyMass": 5500.0, "sex": "MALE", "delta15N": 8.32359, "delta13C": -26.05756, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 107.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N28A1", "clutchCompletion": true, "dateEgg": "2009-11-10", "culmenLength": 41.7, "culmenDepth": 14.7, "flipperLength": 210.0, "bodyMass": 4700.0, "sex": "FEMALE", "delta15N": 8.12311, "delta13C": -26.44815, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 108.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N28A2", "clutchCompletion": true, "dateEgg": "2009-11-10", "culmenLength": 53.4, "culmenDepth": 15.8, "flipperLength": 219.0, "bodyMass": 5500.0, "sex": "MALE", "delta15N": 8.41017, "delta13C": -26.33867, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 109.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N29A1", "clutchCompletion": true, "dateEgg": "2009-11-09", "culmenLength": 43.3, "culmenDepth": 14.0, "flipperLength": 208.0, "bodyMass": 4575.0, "sex": "FEMALE", "delta15N": 8.4207, "delta13C": -26.38092, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 110.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N29A2", "clutchCompletion": true, "dateEgg": "2009-11-09", "culmenLength": 48.1, "culmenDepth": 15.1, "flipperLength": 209.0, "bodyMass": 5500.0, "sex": "MALE", "delta15N": 8.45738, "delta13C": -26.22664, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 111.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N32A1", "clutchCompletion": true, "dateEgg": "2009-11-20", "culmenLength": 50.5, "culmenDepth": 15.2, "flipperLength": 216.0, "bodyMass": 5000.0, "sex": "FEMALE", "delta15N": 8.24691, "delta13C": -26.18466, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 112.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N32A2", "clutchCompletion": true, "dateEgg": "2009-11-20", "culmenLength": 49.8, "culmenDepth": 15.9, "flipperLength": 229.0, "bodyMass": 5950.0, "sex": "MALE", "delta15N": 8.29226, "delta13C": -26.21019, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 113.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N34A1", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 43.5, "culmenDepth": 15.2, "flipperLength": 213.0, "bodyMass": 4650.0, "sex": "FEMALE", "delta15N": 8.21634, "delta13C": -26.11046, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 114.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N34A2", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 51.5, "culmenDepth": 16.3, "flipperLength": 230.0, "bodyMass": 5500.0, "sex": "MALE", "delta15N": 8.78557, "delta13C": -25.76147, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 115.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N35A1", "clutchCompletion": true, "dateEgg": "2009-11-25", "culmenLength": 46.2, "culmenDepth": 14.1, "flipperLength": 217.0, "bodyMass": 4375.0, "sex": "FEMALE", "delta15N": 8.30231, "delta13C": -25.96013, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 116.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N35A2", "clutchCompletion": true, "dateEgg": "2009-11-25", "culmenLength": 55.1, "culmenDepth": 16.0, "flipperLength": 230.0, "bodyMass": 5850.0, "sex": "MALE", "delta15N": 8.08354, "delta13C": -26.18161, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 117.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N36A1", "clutchCompletion": true, "dateEgg": "2009-12-01", "culmenLength": 44.5, "culmenDepth": 15.7, "flipperLength": 217.0, "bodyMass": 4875.0, "sex": null, "delta15N": 8.04111, "delta13C": -26.18444, "comments": "Sexing primers did not amplify."}, {"studyName": "PAL0910", "sampleNumber": 118.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N36A2", "clutchCompletion": true, "dateEgg": "2009-12-01", "culmenLength": 48.8, "culmenDepth": 16.2, "flipperLength": 222.0, "bodyMass": 6000.0, "sex": "MALE", "delta15N": 8.33825, "delta13C": -25.88547, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 119.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N38A1", "clutchCompletion": false, "dateEgg": "2009-12-01", "culmenLength": 47.2, "culmenDepth": 13.7, "flipperLength": 214.0, "bodyMass": 4925.0, "sex": "FEMALE", "delta15N": 7.99184, "delta13C": -26.20538, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 120.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N38A2", "clutchCompletion": false, "dateEgg": "2009-12-01", "culmenLength": null, "culmenDepth": null, "flipperLength": null, "bodyMass": null, "sex": null, "delta15N": null, "delta13C": null, "comments": "Adult not sampled. Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 121.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N39A1", "clutchCompletion": true, "dateEgg": "2009-11-22", "culmenLength": 46.8, "culmenDepth": 14.3, "flipperLength": 215.0, "bodyMass": 4850.0, "sex": "FEMALE", "delta15N": 8.41151, "delta13C": -26.13832, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 122.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N39A2", "clutchCompletion": true, "dateEgg": "2009-11-22", "culmenLength": 50.4, "culmenDepth": 15.7, "flipperLength": 222.0, "bodyMass": 5750.0, "sex": "MALE", "delta15N": 8.30166, "delta13C": -26.04117, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 123.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N43A1", "clutchCompletion": true, "dateEgg": "2009-11-22", "culmenLength": 45.2, "culmenDepth": 14.8, "flipperLength": 212.0, "bodyMass": 5200.0, "sex": "FEMALE", "delta15N": 8.24246, "delta13C": -26.11969, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 124.0, "species": "Gentoo penguin (Pygoscelis papua)", "region": "Anvers", "island": "Biscoe", "stage": "Adult, 1 Egg Stage", "individualID": "N43A2", "clutchCompletion": true, "dateEgg": "2009-11-22", "culmenLength": 49.9, "culmenDepth": 16.1, "flipperLength": 213.0, "bodyMass": 5400.0, "sex": "MALE", "delta15N": 8.3639, "delta13C": -26.15531, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 1.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N61A1", "clutchCompletion": false, "dateEgg": "2007-11-19", "culmenLength": 46.5, "culmenDepth": 17.9, "flipperLength": 192.0, "bodyMass": 3500.0, "sex": "FEMALE", "delta15N": 9.03935, "delta13C": -24.30229, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 2.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N61A2", "clutchCompletion": false, "dateEgg": "2007-11-19", "culmenLength": 50.0, "culmenDepth": 19.5, "flipperLength": 196.0, "bodyMass": 3900.0, "sex": "MALE", "delta15N": 8.92069, "delta13C": -24.23592, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 3.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N62A1", "clutchCompletion": true, "dateEgg": "2007-11-26", "culmenLength": 51.3, "culmenDepth": 19.2, "flipperLength": 193.0, "bodyMass": 3650.0, "sex": "MALE", "delta15N": 9.29078, "delta13C": -24.7557, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 4.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N62A2", "clutchCompletion": true, "dateEgg": "2007-11-26", "culmenLength": 45.4, "culmenDepth": 18.7, "flipperLength": 188.0, "bodyMass": 3525.0, "sex": "FEMALE", "delta15N": 8.64701, "delta13C": -24.62717, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 5.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N64A1", "clutchCompletion": true, "dateEgg": "2007-11-21", "culmenLength": 52.7, "culmenDepth": 19.8, "flipperLength": 197.0, "bodyMass": 3725.0, "sex": "MALE", "delta15N": 9.00642, "delta13C": -24.61867, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 6.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N64A2", "clutchCompletion": true, "dateEgg": "2007-11-21", "culmenLength": 45.2, "culmenDepth": 17.8, "flipperLength": 198.0, "bodyMass": 3950.0, "sex": "FEMALE", "delta15N": 8.88942, "delta13C": -24.49433, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 7.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N66A1", "clutchCompletion": true, "dateEgg": "2007-11-28", "culmenLength": 46.1, "culmenDepth": 18.2, "flipperLength": 178.0, "bodyMass": 3250.0, "sex": "FEMALE", "delta15N": 8.85664, "delta13C": -24.55644, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 8.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N66A2", "clutchCompletion": true, "dateEgg": "2007-11-28", "culmenLength": 51.3, "culmenDepth": 18.2, "flipperLength": 197.0, "bodyMass": 3750.0, "sex": "MALE", "delta15N": 8.63701, "delta13C": -24.84059, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 9.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N67A1", "clutchCompletion": true, "dateEgg": "2007-11-21", "culmenLength": 46.0, "culmenDepth": 18.9, "flipperLength": 195.0, "bodyMass": 4150.0, "sex": "FEMALE", "delta15N": 8.47173, "delta13C": -24.29229, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 10.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N67A2", "clutchCompletion": true, "dateEgg": "2007-11-21", "culmenLength": 51.3, "culmenDepth": 19.9, "flipperLength": 198.0, "bodyMass": 3700.0, "sex": "MALE", "delta15N": 8.79581, "delta13C": -24.36088, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 11.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N68A1", "clutchCompletion": true, "dateEgg": "2007-11-28", "culmenLength": 46.6, "culmenDepth": 17.8, "flipperLength": 193.0, "bodyMass": 3800.0, "sex": "FEMALE", "delta15N": 8.95063, "delta13C": -24.59897, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 12.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N68A2", "clutchCompletion": true, "dateEgg": "2007-11-28", "culmenLength": 51.7, "culmenDepth": 20.3, "flipperLength": 194.0, "bodyMass": 3775.0, "sex": "MALE", "delta15N": 8.68747, "delta13C": -24.38751, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 13.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N69A1", "clutchCompletion": true, "dateEgg": "2007-11-26", "culmenLength": 47.0, "culmenDepth": 17.3, "flipperLength": 185.0, "bodyMass": 3700.0, "sex": "FEMALE", "delta15N": 8.72037, "delta13C": -24.80526, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 14.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N69A2", "clutchCompletion": true, "dateEgg": "2007-11-26", "culmenLength": 52.0, "culmenDepth": 18.1, "flipperLength": 201.0, "bodyMass": 4050.0, "sex": "MALE", "delta15N": 9.0233, "delta13C": -24.38933, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 15.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N70A1", "clutchCompletion": true, "dateEgg": "2007-11-22", "culmenLength": 45.9, "culmenDepth": 17.1, "flipperLength": 190.0, "bodyMass": 3575.0, "sex": "FEMALE", "delta15N": 9.12277, "delta13C": -24.90024, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 16.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N70A2", "clutchCompletion": true, "dateEgg": "2007-11-22", "culmenLength": 50.5, "culmenDepth": 19.6, "flipperLength": 201.0, "bodyMass": 4050.0, "sex": "MALE", "delta15N": 9.8059, "delta13C": -24.7294, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 17.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N71A1", "clutchCompletion": false, "dateEgg": "2007-11-30", "culmenLength": 50.3, "culmenDepth": 20.0, "flipperLength": 197.0, "bodyMass": 3300.0, "sex": "MALE", "delta15N": 10.02019, "delta13C": -24.54704, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 18.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N71A2", "clutchCompletion": false, "dateEgg": "2007-11-30", "culmenLength": 58.0, "culmenDepth": 17.8, "flipperLength": 181.0, "bodyMass": 3700.0, "sex": "FEMALE", "delta15N": 9.14382, "delta13C": -24.57994, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 19.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N72A1", "clutchCompletion": true, "dateEgg": "2007-11-30", "culmenLength": 46.4, "culmenDepth": 18.6, "flipperLength": 190.0, "bodyMass": 3450.0, "sex": "FEMALE", "delta15N": 9.32105, "delta13C": -24.64162, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 20.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N72A2", "clutchCompletion": true, "dateEgg": "2007-11-30", "culmenLength": 49.2, "culmenDepth": 18.2, "flipperLength": 195.0, "bodyMass": 4400.0, "sex": "MALE", "delta15N": 9.27158, "delta13C": -24.64335, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 21.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N73A1", "clutchCompletion": true, "dateEgg": "2007-12-03", "culmenLength": 42.4, "culmenDepth": 17.3, "flipperLength": 181.0, "bodyMass": 3600.0, "sex": "FEMALE", "delta15N": 9.35138, "delta13C": -24.6879, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 22.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N73A2", "clutchCompletion": true, "dateEgg": "2007-12-03", "culmenLength": 48.5, "culmenDepth": 17.5, "flipperLength": 191.0, "bodyMass": 3400.0, "sex": "MALE", "delta15N": 9.42666, "delta13C": -24.26375, "comments": null}, {"studyName": "PAL0708", "sampleNumber": 23.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N85A1", "clutchCompletion": false, "dateEgg": "2007-11-28", "culmenLength": 43.2, "culmenDepth": 16.6, "flipperLength": 187.0, "bodyMass": 2900.0, "sex": "FEMALE", "delta15N": 9.35416, "delta13C": -25.01185, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 24.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N85A2", "clutchCompletion": false, "dateEgg": "2007-11-28", "culmenLength": 50.6, "culmenDepth": 19.4, "flipperLength": 193.0, "bodyMass": 3800.0, "sex": "MALE", "delta15N": 9.28153, "delta13C": -24.97134, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 25.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N89A1", "clutchCompletion": false, "dateEgg": "2007-11-28", "culmenLength": 46.7, "culmenDepth": 17.9, "flipperLength": 195.0, "bodyMass": 3300.0, "sex": "FEMALE", "delta15N": 9.74144, "delta13C": -24.59467, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0708", "sampleNumber": 26.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N89A2", "clutchCompletion": false, "dateEgg": "2007-11-28", "culmenLength": 52.0, "culmenDepth": 19.0, "flipperLength": 197.0, "bodyMass": 4150.0, "sex": "MALE", "delta15N": 9.36799, "delta13C": -24.47142, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 27.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N61A1", "clutchCompletion": false, "dateEgg": "2008-11-25", "culmenLength": 50.5, "culmenDepth": 18.4, "flipperLength": 200.0, "bodyMass": 3400.0, "sex": "FEMALE", "delta15N": 8.9399, "delta13C": -23.89017, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 28.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N61A2", "clutchCompletion": false, "dateEgg": "2008-11-25", "culmenLength": 49.5, "culmenDepth": 19.0, "flipperLength": 200.0, "bodyMass": 3800.0, "sex": "MALE", "delta15N": 9.63074, "delta13C": -24.34684, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 29.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N62A1", "clutchCompletion": true, "dateEgg": "2008-11-14", "culmenLength": 46.4, "culmenDepth": 17.8, "flipperLength": 191.0, "bodyMass": 3700.0, "sex": "FEMALE", "delta15N": 9.37369, "delta13C": -24.52896, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 30.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N62A2", "clutchCompletion": true, "dateEgg": "2008-11-14", "culmenLength": 52.8, "culmenDepth": 20.0, "flipperLength": 205.0, "bodyMass": 4550.0, "sex": "MALE", "delta15N": 9.25177, "delta13C": -24.69638, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 31.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N63A1", "clutchCompletion": true, "dateEgg": "2008-11-24", "culmenLength": 40.9, "culmenDepth": 16.6, "flipperLength": 187.0, "bodyMass": 3200.0, "sex": "FEMALE", "delta15N": 9.08458, "delta13C": -24.54903, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 32.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N63A2", "clutchCompletion": true, "dateEgg": "2008-11-24", "culmenLength": 54.2, "culmenDepth": 20.8, "flipperLength": 201.0, "bodyMass": 4300.0, "sex": "MALE", "delta15N": 9.49283, "delta13C": -24.59996, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 33.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N65A1", "clutchCompletion": true, "dateEgg": "2008-11-24", "culmenLength": 42.5, "culmenDepth": 16.7, "flipperLength": 187.0, "bodyMass": 3350.0, "sex": "FEMALE", "delta15N": 9.36668, "delta13C": -24.45195, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 34.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N65A2", "clutchCompletion": true, "dateEgg": "2008-11-24", "culmenLength": 51.0, "culmenDepth": 18.8, "flipperLength": 203.0, "bodyMass": 4100.0, "sex": "MALE", "delta15N": 9.23196, "delta13C": -24.17282, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 35.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N67A1", "clutchCompletion": true, "dateEgg": "2008-11-25", "culmenLength": 49.7, "culmenDepth": 18.6, "flipperLength": 195.0, "bodyMass": 3600.0, "sex": "MALE", "delta15N": 9.75486, "delta13C": -24.31198, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 36.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N67A2", "clutchCompletion": true, "dateEgg": "2008-11-25", "culmenLength": 47.5, "culmenDepth": 16.8, "flipperLength": 199.0, "bodyMass": 3900.0, "sex": "FEMALE", "delta15N": 9.07825, "delta13C": -25.1455, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 37.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N69A1", "clutchCompletion": true, "dateEgg": "2008-11-14", "culmenLength": 47.6, "culmenDepth": 18.3, "flipperLength": 195.0, "bodyMass": 3850.0, "sex": "FEMALE", "delta15N": 8.83502, "delta13C": -24.65859, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 38.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N69A2", "clutchCompletion": true, "dateEgg": "2008-11-14", "culmenLength": 52.0, "culmenDepth": 20.7, "flipperLength": 210.0, "bodyMass": 4800.0, "sex": "MALE", "delta15N": 9.43146, "delta13C": -24.6844, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 39.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N72A1", "clutchCompletion": false, "dateEgg": "2008-11-24", "culmenLength": 46.9, "culmenDepth": 16.6, "flipperLength": 192.0, "bodyMass": 2700.0, "sex": "FEMALE", "delta15N": 9.80589, "delta13C": -24.73735, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 40.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N72A2", "clutchCompletion": false, "dateEgg": "2008-11-24", "culmenLength": 53.5, "culmenDepth": 19.9, "flipperLength": 205.0, "bodyMass": 4500.0, "sex": "MALE", "delta15N": 10.02544, "delta13C": -24.90816, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0809", "sampleNumber": 41.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N74A1", "clutchCompletion": true, "dateEgg": "2008-11-24", "culmenLength": 49.0, "culmenDepth": 19.5, "flipperLength": 210.0, "bodyMass": 3950.0, "sex": "MALE", "delta15N": 9.53262, "delta13C": -24.66867, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 42.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N74A2", "clutchCompletion": true, "dateEgg": "2008-11-24", "culmenLength": 46.2, "culmenDepth": 17.5, "flipperLength": 187.0, "bodyMass": 3650.0, "sex": "FEMALE", "delta15N": 9.61734, "delta13C": -24.66188, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 43.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N75A1", "clutchCompletion": true, "dateEgg": "2008-11-14", "culmenLength": 50.9, "culmenDepth": 19.1, "flipperLength": 196.0, "bodyMass": 3550.0, "sex": "MALE", "delta15N": 10.02372, "delta13C": -24.86594, "comments": null}, {"studyName": "PAL0809", "sampleNumber": 44.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N75A2", "clutchCompletion": true, "dateEgg": "2008-11-14", "culmenLength": 45.5, "culmenDepth": 17.0, "flipperLength": 196.0, "bodyMass": 3500.0, "sex": "FEMALE", "delta15N": 9.36493, "delta13C": -24.66259, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 45.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N86A1", "clutchCompletion": true, "dateEgg": "2009-11-17", "culmenLength": 50.9, "culmenDepth": 17.9, "flipperLength": 196.0, "bodyMass": 3675.0, "sex": "FEMALE", "delta15N": 9.43684, "delta13C": -24.16566, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 46.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N86A2", "clutchCompletion": true, "dateEgg": "2009-11-17", "culmenLength": 50.8, "culmenDepth": 18.5, "flipperLength": 201.0, "bodyMass": 4450.0, "sex": "MALE", "delta15N": 9.45827, "delta13C": -24.35575, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 47.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N87A1", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 50.1, "culmenDepth": 17.9, "flipperLength": 190.0, "bodyMass": 3400.0, "sex": "FEMALE", "delta15N": 9.46819, "delta13C": -24.45721, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 48.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N87A2", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 49.0, "culmenDepth": 19.6, "flipperLength": 212.0, "bodyMass": 4300.0, "sex": "MALE", "delta15N": 9.34089, "delta13C": -24.45189, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 49.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N88A1", "clutchCompletion": true, "dateEgg": "2009-11-23", "culmenLength": 51.5, "culmenDepth": 18.7, "flipperLength": 187.0, "bodyMass": 3250.0, "sex": "MALE", "delta15N": 9.6895, "delta13C": -24.43062, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 50.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N88A2", "clutchCompletion": true, "dateEgg": "2009-11-23", "culmenLength": 49.8, "culmenDepth": 17.3, "flipperLength": 198.0, "bodyMass": 3675.0, "sex": "FEMALE", "delta15N": 9.32169, "delta13C": -24.41562, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 51.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N90A1", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 48.1, "culmenDepth": 16.4, "flipperLength": 199.0, "bodyMass": 3325.0, "sex": "FEMALE", "delta15N": 9.46929, "delta13C": -24.48403, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 52.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N90A2", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 51.4, "culmenDepth": 19.0, "flipperLength": 201.0, "bodyMass": 3950.0, "sex": "MALE", "delta15N": 9.43782, "delta13C": -24.36202, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 53.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N92A1", "clutchCompletion": true, "dateEgg": "2009-11-23", "culmenLength": 45.7, "culmenDepth": 17.3, "flipperLength": 193.0, "bodyMass": 3600.0, "sex": "FEMALE", "delta15N": 9.415, "delta13C": -24.805, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 54.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N92A2", "clutchCompletion": true, "dateEgg": "2009-11-23", "culmenLength": 50.7, "culmenDepth": 19.7, "flipperLength": 203.0, "bodyMass": 4050.0, "sex": "MALE", "delta15N": 9.93727, "delta13C": -24.59066, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 55.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N93A1", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 42.5, "culmenDepth": 17.3, "flipperLength": 187.0, "bodyMass": 3350.0, "sex": "FEMALE", "delta15N": 9.56534, "delta13C": -24.60882, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 56.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N93A2", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 52.2, "culmenDepth": 18.8, "flipperLength": 197.0, "bodyMass": 3450.0, "sex": "MALE", "delta15N": 9.77528, "delta13C": -24.56481, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 57.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N94A1", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 45.2, "culmenDepth": 16.6, "flipperLength": 191.0, "bodyMass": 3250.0, "sex": "FEMALE", "delta15N": 9.62357, "delta13C": -24.78984, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 58.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N94A2", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 49.3, "culmenDepth": 19.9, "flipperLength": 203.0, "bodyMass": 4050.0, "sex": "MALE", "delta15N": 9.88809, "delta13C": -24.59513, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 59.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N95A1", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 50.2, "culmenDepth": 18.8, "flipperLength": 202.0, "bodyMass": 3800.0, "sex": "MALE", "delta15N": 9.74492, "delta13C": -24.404, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 60.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N95A2", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 45.6, "culmenDepth": 19.4, "flipperLength": 194.0, "bodyMass": 3525.0, "sex": "FEMALE", "delta15N": 9.46985, "delta13C": -24.65786, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 61.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N96A1", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 51.9, "culmenDepth": 19.5, "flipperLength": 206.0, "bodyMass": 3950.0, "sex": "MALE", "delta15N": null, "delta13C": -23.78767, "comments": "No delta15N data received from lab."}, {"studyName": "PAL0910", "sampleNumber": 62.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N96A2", "clutchCompletion": true, "dateEgg": "2009-11-27", "culmenLength": 46.8, "culmenDepth": 16.5, "flipperLength": 189.0, "bodyMass": 3650.0, "sex": "FEMALE", "delta15N": 9.65061, "delta13C": -24.48153, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 63.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N98A1", "clutchCompletion": true, "dateEgg": "2009-11-19", "culmenLength": 45.7, "culmenDepth": 17.0, "flipperLength": 195.0, "bodyMass": 3650.0, "sex": "FEMALE", "delta15N": 9.26715, "delta13C": -24.31912, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 64.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N98A2", "clutchCompletion": true, "dateEgg": "2009-11-19", "culmenLength": 55.8, "culmenDepth": 19.8, "flipperLength": 207.0, "bodyMass": 4000.0, "sex": "MALE", "delta15N": 9.70465, "delta13C": -24.53494, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 65.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N99A1", "clutchCompletion": false, "dateEgg": "2009-11-21", "culmenLength": 43.5, "culmenDepth": 18.1, "flipperLength": 202.0, "bodyMass": 3400.0, "sex": "FEMALE", "delta15N": 9.37608, "delta13C": -24.40753, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 66.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N99A2", "clutchCompletion": false, "dateEgg": "2009-11-21", "culmenLength": 49.6, "culmenDepth": 18.2, "flipperLength": 193.0, "bodyMass": 3775.0, "sex": "MALE", "delta15N": 9.4618, "delta13C": -24.70615, "comments": "Nest never observed with full clutch."}, {"studyName": "PAL0910", "sampleNumber": 67.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N100A1", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 50.8, "culmenDepth": 19.0, "flipperLength": 210.0, "bodyMass": 4100.0, "sex": "MALE", "delta15N": 9.98044, "delta13C": -24.68741, "comments": null}, {"studyName": "PAL0910", "sampleNumber": 68.0, "species": "Chinstrap penguin (Pygoscelis antarctica)", "region": "Anvers", "island": "Dream", "stage": "Adult, 1 Egg Stage", "individualID": "N100A2", "clutchCompletion": true, "dateEgg": "2009-11-21", "culmenLength": 50.2, "culmenDepth": 18.7, "flipperLength": 198.0, "bodyMass": 3775.0, "sex": "FEMALE", "delta15N": 9.39305, "delta13C": -24.25255, "comments": null}] \ No newline at end of file diff --git a/lib/node_modules/@stdlib/datasets/penguins/datapackage.json b/lib/node_modules/@stdlib/datasets/penguins/datapackage.json new file mode 100644 index 000000000000..57dbbcfad5b1 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/datapackage.json @@ -0,0 +1,173 @@ +{ + "name": "stdlib-datasets-penguins", + "version": "", + "title": "Palmer Penguins", + "description": "The Palmer Penguins dataset, collected and made available by Dr. Kristen Gorman and the Palmer Station, Antarctica LTER, a member of the Long Term Ecological Research Network.", + "resources": [ + { + "name": "penguins-json", + "title": "Palmer Penguins", + "description": "The Palmer Penguins dataset, collected and made available by Dr. Kristen Gorman and the Palmer Station, Antarctica LTER.", + "format": "json", + "mediatype": "application/json", + "encoding": "UTF-8", + "hash": "", + "path": "./data/data.json" + }, + { + "name": "penguins-csv", + "title": "Palmer Penguins", + "description": "The Palmer Penguins dataset, collected and made available by Dr. Kristen Gorman and the Palmer Station, Antarctica LTER.", + "format": "csv", + "mediatype": "text/csv", + "encoding": "UTF-8", + "hash": "", + "path": "./data/data.csv", + "schema": { + "fields": [ + { + "name": "studyName", + "title": "Study", + "description": "Sampling expedition from which data were collected.", + "type": "string", + "format": "default" + }, + { + "name": "sampleNumber", + "title": "Sample Number", + "description": "An integer denoting the continuous numbering sequence for each sample.", + "type": "integer", + "format": "default" + }, + { + "name": "species", + "title": "Species", + "description": "A string denoting whether the observation belongs to an Adelie, Chinstrap or a Gentoo Penguin.", + "type": "string", + "format": "default" + }, + { + "name": "region", + "title": "Region", + "description": "A string denoting the region of Palmer LTER sampling grid.", + "type": "string", + "format": "default" + }, + { + "name": "island", + "title": "Island", + "description": "Island name (Dream, Torgersen, or Biscoe) in the Palmer Archipelago (Antarctica).", + "type": "string", + "format": "default" + }, + { + "name": "stage", + "title": "Stage", + "description": "A string denoting reproductive stage at sampling.", + "type": "string", + "format": "default" + }, + { + "name": "individualID", + "title": "Individual ID", + "description": "A string denoting the unique ID for each individual in dataset.", + "type": "string", + "format": "default" + }, + { + "name": "clutchCompletion", + "title": "Clutch Completion", + "description": "A string denoting if the study nest was observed with a full clutch, i.e., 2 eggs.", + "type": "string", + "format": "default" + }, + { + "name": "dateEgg", + "title": "Date Egg", + "description": "The date when the study nest was observed with 1 egg.", + "type": "date", + "format": "default" + }, + { + "name": "culmenLength", + "title": "Culmen Length", + "description": "The length of the dorsal ridge of a bird's bill (millimeters).", + "type": "number", + "format": "default" + }, + { + "name": "culmenDepth", + "title": "Culmen Depth", + "description": "The depth of the dorsal ridge of a bird's bill (millimeters).", + "type": "number", + "format": "default" + }, + { + "name": "flipperLength", + "title": "Flipper Length", + "description": "The length penguin flipper (millimeters).", + "type": "number", + "format": "default" + }, + { + "name": "bodyMass", + "title": "Body Mass (gm)", + "description": "The penguin's body mass in grams.", + "type": "number", + "format": "default" + }, + { + "name": "sex", + "title": "Sex", + "description": "The sex of the penguin.", + "type": "string", + "format": "default" + }, + { + "name": "delta15N", + "title": "Delta 15 N", + "description": "The measure of the ratio of stable isotopes 15N:14N.", + "type": "number", + "format": "default" + }, + { + "name": "delta13C", + "title": "Delta 13 C", + "description": "The measure of the ratio of stable isotopes 13C:12C.", + "type": "number", + "format": "default" + }, + { + "name": "comments", + "title": "Comments", + "description": "Additional relevant information for the observation.", + "type": "string", + "format": "default" + } + ] + } + } + ], + "sources": [ + { + "name": "Github", + "web": "https://github.com/allisonhorst/palmerpenguins" + }, + { + "name": "DOI", + "web": "https://doi.org/10.1371/journal.pone.0090081" + } + ], + "keywords": [ + "penguins", + "antarctic", + "classfication", + "clustering", + "training", + "data", + "palmer", + "stats", + "statistics" + ], + "license": "CC0-1.0 AND US LTER" +} diff --git a/lib/node_modules/@stdlib/datasets/penguins/docs/repl.txt b/lib/node_modules/@stdlib/datasets/penguins/docs/repl.txt new file mode 100644 index 000000000000..b2362537cf52 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/docs/repl.txt @@ -0,0 +1,70 @@ + +{{alias}}() + Returns the Palmer Penguins dataset as an alternative to the Iris dataset. + + The data consists of 17 attributes: + + - studyName: Sampling expedition from which data were collected. + - sampleNumber: An integer denoting the continuous numbering sequence for + each sample. + - species: A string denoting whether the observation belongs to an Adelie, + Chinstrap or a Gentoo Penguin. + - region: A string denoting the region of Palmer LTER sampling grid. + - island: Island name (Dream, Torgersen, or Biscoe) in the Palmer + Archipelago (Antarctica). + - stage: A string denoting reproductive stage at sampling. + - individualID: A string denoting the unique ID for each individual in + dataset. + - clutchCompletion: A boolean whether the study nest was observed with a + full clutch, i.e., 2 eggs. + - dateEgg: The date when the study nest was observed with 1 egg. + - culmenLength: The length of the dorsal ridge of a bird's bill + (millimeters). + - culmenDepth: The depth of the dorsal ridge of a bird's bill + (millimeters). + - flipperLength: The length penguin flipper (millimeters). + - bodyMass: The penguin's body mass in grams. + - sex: The sex of the penguin. + - delta15N: The measure of the ratio of stable isotopes 15N:14N. + - delta13C: The measure of the ratio of stable isotopes 13C:12C. + - comments: Additional relevant information for the observation. + + The palmerpenguins data contains size measurements for three penguin + species observed on three islands in the Palmer Archipelago, Antarctica. + The dataset can be used to classify two dependent variables: 1) sex + and 2) species. + + Returns + ------- + out: Array + Palmer peguins data. + + Examples + -------- + > var data = {{alias}}() + [ {...}, {...}, ... ] + + References + ---------- + - Gorman KB, Williams TD, Fraser WR (2014). Ecological sexual dimorphism + and environmental variability within a community of Antarctic penguins + (genus Pygoscelis). PLoS ONE 9(3):e90081: doi:10.1371/journal.pone.0090081. + - Palmer Station Antarctica LTER and K. Gorman, 2020. Structural size + measurements and isotopic signatures of foraging among adult male and + female Adélie penguins (Pygoscelis adeliae) nesting along the Palmer + Archipelago near Palmer Station, 2007-2009 ver 5. Environmental Data + Initiative: doi:10.6073/pasta/98b16d7d563f265cb52372c8ca99e60f. + - Palmer Station Antarctica LTER and K. Gorman. 2020. Structural size + measurements and isotopic signatures of foraging among adult male and + female Gentoo penguin (Pygoscelis papua) nesting along the Palmer + Archipelago near Palmer Station, 2007-2009 ver 5. Environmental Data + Initiative: doi:10.6073/pasta/7fca67fb28d56ee2ffa3d9370ebda689. + - Palmer Station Antarctica LTER and K. Gorman, 2020. Structural size + measurements and isotopic signatures of foraging among adult male and + female Chinstrap penguin (Pygoscelis antarcticus) nesting along the Palmer + Archipelago near Palmer Station, 2007-2009 ver 6. Environmental Data + Initiative: doi:10.6073/pasta/c14dfcfada8ea13a17536e73eb6fbe9e. + + See Also + -------- + diff --git a/lib/node_modules/@stdlib/datasets/penguins/docs/types/index.d.ts b/lib/node_modules/@stdlib/datasets/penguins/docs/types/index.d.ts new file mode 100644 index 000000000000..fa6cb0d26d3e --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/docs/types/index.d.ts @@ -0,0 +1,132 @@ +/* +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +// TypeScript Version: 2.0 + +/** +* Penguin object. +*/ +interface Penguin { + /** + * Sampling expedition from which data were collected. + */ + studyName: string; + + /** + * An integer denoting the continuous numbering sequence for each sample. + */ + sampleNumber: number; + + /** + * A string denoting whether the observation belongs to an Adelie, Chinstrap, or a Gentoo Penguin. + */ + species: string; + + /** + * A string denoting the region of Palmer LTER sampling grid. + */ + region: string; + + /** + * Island name (Dream, Torgersen, or Biscoe) in the Palmer Archipelago (Antarctica). + */ + island: string; + + /** + * A string denoting reproductive stage at sampling. + */ + stage: string; + + /** + * A string denoting the unique ID for each individual in dataset. + */ + individualID: string; + + /** + * A boolean whether the study nest was observed with a full clutch, i.e., 2 eggs. + */ + clutchCompletion: boolean; + + /** + * The date when the study nest was observed with 1 egg. + */ + dateEgg: Date; + + /** + * The length of the dorsal ridge of a bird's bill (millimeters). + */ + culmenLength: number; + + /** + * The depth of the dorsal ridge of a bird's bill (millimeters). + */ + culmenDepth: number; + + /** + * The length penguin flipper (millimeters). + */ + flipperLength: number; + + /** + * The penguin's body mass in grams. + */ + bodyMass: number; + + /** + * The sex of the penguin. + */ + sex: 'FEMALE' | 'MALE'; + + /** + * The measure of the ratio of stable isotopes 15N:14N. + */ + delta15N: number; + + /** + * The measure of the ratio of stable isotopes 13C:12C. + */ + delta13C: number; + + /** + * Additional relevant information for the observation. + */ + comments: string; +} + + +/** +* Returns the Palmer Penguins Dataset. +* +* ## Notes +* +* - This function synchronously reads data from disk for each invocation. Such behavior is intentional and so is the avoidance of `require`. We assume that invocations are infrequent, and we want to avoid the `require` cache. This means that we allow data to be garbage collected and a user is responsible for explicitly caching data. +* +* +* @throws unable to read data +* @returns data +* +* @example +* var data = dataset(); +* // returns [ {...}, {...}, ... ] +*/ +declare function dataset(): Array; + + +// EXPORTS // + +export = dataset; diff --git a/lib/node_modules/@stdlib/datasets/penguins/docs/types/test.ts b/lib/node_modules/@stdlib/datasets/penguins/docs/types/test.ts new file mode 100644 index 000000000000..d29a6f300acf --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/docs/types/test.ts @@ -0,0 +1,32 @@ +/* +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +import dataset = require( './index' ); + + +// TESTS // + +// The function returns an array of penguin objects... +{ + dataset(); // $ExpectType Penguin[] +} + +// The compiler throws an error if the function is provided arguments... +{ + dataset( 3.12 ); // $ExpectError +} diff --git a/lib/node_modules/@stdlib/datasets/penguins/docs/usage.txt b/lib/node_modules/@stdlib/datasets/penguins/docs/usage.txt new file mode 100644 index 000000000000..219857d0ea05 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/docs/usage.txt @@ -0,0 +1,9 @@ + +Usage: penguins [options] + +Options: + + -h, --help Print this message. + -V, --version Print the package version. + --format fmt Output format: 'csv' or 'ndjson'. + diff --git a/lib/node_modules/@stdlib/datasets/penguins/etc/cli_opts.json b/lib/node_modules/@stdlib/datasets/penguins/etc/cli_opts.json new file mode 100644 index 000000000000..cfdd31831606 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/etc/cli_opts.json @@ -0,0 +1,17 @@ +{ + "boolean": [ + "help", + "version" + ], + "string": [ + "format" + ], + "alias": { + "help": [ + "h" + ], + "version": [ + "V" + ] + } +} diff --git a/lib/node_modules/@stdlib/datasets/penguins/examples/index.js b/lib/node_modules/@stdlib/datasets/penguins/examples/index.js new file mode 100644 index 000000000000..92e2cf20dcd2 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/examples/index.js @@ -0,0 +1,76 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +var Plot = require( '@stdlib/plot' ); +var dataset = require( './../lib' ); + +var speciesMapping; +var speciesType; +var flipperLen; +var bodyMass; +var species; +var data; +var plot; +var opts; +var x; +var y; +var i; + +data = dataset(); + +// Species mapping +speciesMapping = { + 'Adelie Penguin (Pygoscelis adeliae)': 'adeliae', + 'Gentoo penguin (Pygoscelis papua)': 'gentoo', + 'Chinstrap penguin (Pygoscelis antarctica)': 'chinstrap' +}; + +// Extract Penguins data... +x = []; +y = []; +species = []; +for ( i = 0; i < data.length; i++ ) { + flipperLen = data[ i ].flipperLength; + bodyMass = data[ i ].bodyMass; + speciesType = data[ i ].species; + if ( flipperLen !== null && bodyMass !== null && speciesType !== null ) { + x.push( flipperLen ); + y.push( bodyMass ); + species.push( speciesMapping[ speciesType ] ); + } +} + +// Create a plot instance: +opts = { + 'lineStyle': 'none', + 'symbols': 'closed-circle', + 'xLabel': 'Flipper Length (mm)', + 'yLabel': 'Body Mass (g)', + 'title': 'Flipper Length & Body Mass for Adelie, Chinstrap & Gentoo Penguins' +}; +plot = new Plot( [ x ], [ y ], opts ); + +plot.width = 650; +plot.height = 480; +plot.colors = 'category20'; +plot.labels = species; + +// Render the plot: +console.log( plot.render( 'html' ) ); diff --git a/lib/node_modules/@stdlib/datasets/penguins/lib/browser.js b/lib/node_modules/@stdlib/datasets/penguins/lib/browser.js new file mode 100644 index 000000000000..45d2790158eb --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/lib/browser.js @@ -0,0 +1,45 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +// MODULES // + +var copy = require( '@stdlib/utils/copy' ); +var data = require( './../data/data.json' ); + + +// MAIN // + +/** +* Returns the Palmer Penguins dataset as an alternative to the Iris dataset. +* +* @returns {ObjectArray} penguins data +* +* @example +* var data = dataset(); +* // returns [ {...}, {...}, ... ] +*/ +function dataset() { + return copy( data ); +} + + +// EXPORTS // + +module.exports = dataset; diff --git a/lib/node_modules/@stdlib/datasets/penguins/lib/index.js b/lib/node_modules/@stdlib/datasets/penguins/lib/index.js new file mode 100644 index 000000000000..8f186fd609df --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/lib/index.js @@ -0,0 +1,40 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +/** +* The Palmer Penguins dataset. +* +* @module @stdlib/datasets/penguins +* +* @example +* var dataset = require( '@stdlib/datasets/penguins' ); +* +* var data = dataset(); +* // returns [ {...}, {...}, ... ] +*/ + +// MODULES // + +var main = require( './main.js' ); + + +// EXPORTS // + +module.exports = main; diff --git a/lib/node_modules/@stdlib/datasets/penguins/lib/main.js b/lib/node_modules/@stdlib/datasets/penguins/lib/main.js new file mode 100644 index 000000000000..3a436dd77304 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/lib/main.js @@ -0,0 +1,63 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +// MODULES // + +var resolve = require( 'path' ).resolve; +var readJSON = require( '@stdlib/fs/read-json' ).sync; + + +// VARIABLES // + +var fpath = resolve( __dirname, '..', 'data', 'data.json' ); +var opts = { + 'encoding': 'utf8' +}; + + +// MAIN // + +/** +* Returns the Palmer Penguins dataset as an alternative to the Iris Dataset. +* +* ## Notes +* +* - This function synchronously reads data from disk for each invocation. Such behavior is intentional and so is the avoidance of `require`. We assume that invocations are infrequent, and we want to avoid the `require` cache. This means that we allow data to be garbage collected and a user is responsible for explicitly caching data. +* +* +* @throws {Error} unable to read data +* @returns {ObjectArray} penguins data +* +* @example +* var data = dataset(); +* // returns [ {...}, {...}, ... ] +*/ +function dataset() { + var data = readJSON( fpath, opts ); + if ( data instanceof Error ) { + throw data; + } + return data; +} + + +// EXPORTS // + +module.exports = dataset; diff --git a/lib/node_modules/@stdlib/datasets/penguins/package.json b/lib/node_modules/@stdlib/datasets/penguins/package.json new file mode 100644 index 000000000000..0e3612aa77b1 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/package.json @@ -0,0 +1,71 @@ +{ + "name": "@stdlib/datasets/penguins", + "version": "0.0.0", + "description": "Palmer Penguins Dataset", + "license": "Apache-2.0", + "author": { + "name": "The Stdlib Authors", + "url": "https://github.com/stdlib-js/stdlib/graphs/contributors" + }, + "contributors": [ + { + "name": "The Stdlib Authors", + "url": "https://github.com/stdlib-js/stdlib/graphs/contributors" + } + ], + "bin": { + "penguins": "./bin/cli" + }, + "main": "./lib", + "browser": "./lib/browser.js", + "directories": { + "benchmark": "./benchmark", + "data": "./data", + "doc": "./docs", + "example": "./examples", + "lib": "./lib", + "scripts": "./scripts", + "test": "./test" + }, + "types": "./docs/types", + "scripts": {}, + "homepage": "https://github.com/stdlib-js/stdlib", + "repository": { + "type": "git", + "url": "git://github.com/stdlib-js/stdlib.git" + }, + "bugs": { + "url": "https://github.com/stdlib-js/stdlib/issues" + }, + "dependencies": {}, + "devDependencies": {}, + "engines": { + "node": ">=0.10.0", + "npm": ">2.7.0" + }, + "os": [ + "aix", + "darwin", + "freebsd", + "linux", + "macos", + "openbsd", + "sunos", + "win32", + "windows" + ], + "keywords": [ + "stdlib", + "datasets", + "dataset", + "data", + "penguins", + "gentoo", + "adelie", + "chinstrap", + "marine", + "ice", + "classifier", + "antarctic" + ] +} diff --git a/lib/node_modules/@stdlib/datasets/penguins/test/test.browser.js b/lib/node_modules/@stdlib/datasets/penguins/test/test.browser.js new file mode 100644 index 000000000000..8bb612f2eb72 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/test/test.browser.js @@ -0,0 +1,61 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var isObjectArray = require( '@stdlib/assert/is-plain-object-array' ); +var data = require( './../lib/browser.js' ); + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof data, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'the function returns an array of objects', function test( t ) { + var d = data(); + t.strictEqual( isObjectArray( d ), true, 'returns an array of objects' ); + t.strictEqual( d.length, 344, 'has expected length' ); + t.end(); +}); + +tape( 'the function returns a copy', function test( t ) { + var d1; + var d2; + var v; + + d1 = data(); + d2 = data(); + + t.notEqual( d1, d2, 'different references' ); + + v = d2[ 5 ]; + d1[ 5 ] = 'beep'; + + t.strictEqual( d1[ 5 ], 'beep', 'expected element' ); + t.notEqual( d1[ 5 ], d2[ 5 ], 'no shared state' ); + t.strictEqual( d2[ 5 ], v, 'expected element' ); + + t.end(); +}); diff --git a/lib/node_modules/@stdlib/datasets/penguins/test/test.cli.js b/lib/node_modules/@stdlib/datasets/penguins/test/test.cli.js new file mode 100644 index 000000000000..1d5fdb1c3f4b --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/test/test.cli.js @@ -0,0 +1,200 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +// MODULES // + +var resolve = require( 'path' ).resolve; +var exec = require( 'child_process' ).exec; +var tape = require( 'tape' ); +var IS_BROWSER = require( '@stdlib/assert/is-browser' ); +var IS_WINDOWS = require( '@stdlib/assert/is-windows' ); +var EXEC_PATH = require( '@stdlib/process/exec-path' ); +var RE_EOL = require( '@stdlib/regexp/eol' ).REGEXP; +var readFileSync = require( '@stdlib/fs/read-file' ).sync; + + +// VARIABLES // + +var fpath = resolve( __dirname, '..', 'bin', 'cli' ); +var opts = { + 'skip': IS_BROWSER || IS_WINDOWS +}; + + +// FIXTURES // + +var PKG_VERSION = require( './../package.json' ).version; + + +// TESTS // + +tape( 'command-line interface', function test( t ) { + t.ok( true, __filename ); + t.end(); +}); + +tape( 'when invoked with a `--help` flag, the command-line interface prints the help text to `stderr`', opts, function test( t ) { + var expected; + var cmd; + + expected = readFileSync( resolve( __dirname, '..', 'docs', 'usage.txt' ), { + 'encoding': 'utf8' + }); + cmd = [ + EXEC_PATH, + fpath, + '--help' + ]; + + exec( cmd.join( ' ' ), done ); + + function done( error, stdout, stderr ) { + if ( error ) { + t.fail( error.message ); + } else { + t.strictEqual( stdout.toString(), '', 'does not print to `stdout`' ); + t.strictEqual( stderr.toString(), expected+'\n', 'expected value' ); + } + t.end(); + } +}); + +tape( 'when invoked with a `-h` flag, the command-line interface prints the help text to `stderr`', opts, function test( t ) { + var expected; + var cmd; + + expected = readFileSync( resolve( __dirname, '..', 'docs', 'usage.txt' ), { + 'encoding': 'utf8' + }); + cmd = [ + EXEC_PATH, + fpath, + '-h' + ]; + + exec( cmd.join( ' ' ), done ); + + function done( error, stdout, stderr ) { + if ( error ) { + t.fail( error.message ); + } else { + t.strictEqual( stdout.toString(), '', 'does not print to `stdout`' ); + t.strictEqual( stderr.toString(), expected+'\n', 'expected value' ); + } + t.end(); + } +}); + +tape( 'when invoked with a `--version` flag, the command-line interface prints the version to `stderr`', opts, function test( t ) { + var cmd = [ + EXEC_PATH, + fpath, + '--version' + ]; + + exec( cmd.join( ' ' ), done ); + + function done( error, stdout, stderr ) { + if ( error ) { + t.fail( error.message ); + } else { + t.strictEqual( stdout.toString(), '', 'does not print to `stdout`' ); + t.strictEqual( stderr.toString(), PKG_VERSION+'\n', 'expected value' ); + } + t.end(); + } +}); + +tape( 'when invoked with a `-V` flag, the command-line interface prints the version to `stderr`', opts, function test( t ) { + var cmd = [ + EXEC_PATH, + fpath, + '-V' + ]; + + exec( cmd.join( ' ' ), done ); + + function done( error, stdout, stderr ) { + if ( error ) { + t.fail( error.message ); + } else { + t.strictEqual( stdout.toString(), '', 'does not print to `stdout`' ); + t.strictEqual( stderr.toString(), PKG_VERSION+'\n', 'expected value' ); + } + t.end(); + } +}); + +tape( 'the command-line interface prints the dataset (comma-separated values)', opts, function test( t ) { + var expected; + var cmd; + + cmd = [ + EXEC_PATH, + fpath + ]; + + expected = readFileSync( resolve( __dirname, '..', 'data', 'data.csv' ) ); + + exec( cmd.join( ' ' ), done ); + + function done( error, stdout, stderr ) { + if ( error ) { + t.fail( error.message ); + } else { + stdout = stdout.toString(); + expected = expected.toString(); + t.strictEqual( stdout, expected, 'prints CSV' ); + t.strictEqual( stderr.toString(), '', 'does not print to `stderr`' ); + } + t.end(); + } +}); + +tape( 'the command-line interface prints the dataset (newline-delimited JSON)', opts, function test( t ) { + var expected; + var cmd; + + cmd = [ + EXEC_PATH, + fpath, + '--format ndjson' + ]; + + expected = require( './../data/data.json' ); + + exec( cmd.join( ' ' ), done ); + + function done( error, stdout, stderr ) { + var str; + var i; + if ( error ) { + t.fail( error.message ); + } else { + stdout = stdout.toString().split( RE_EOL ); + for ( i = 0; i < expected.length; i++ ) { + str = JSON.stringify( expected[ i ] ); + t.strictEqual( stdout[ i ], str, 'returns expected JSON string' ); + } + t.strictEqual( stderr.toString(), '', 'does not print to `stderr`' ); + } + t.end(); + } +}); diff --git a/lib/node_modules/@stdlib/datasets/penguins/test/test.js b/lib/node_modules/@stdlib/datasets/penguins/test/test.js new file mode 100644 index 000000000000..f8086e7dfd79 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/test/test.js @@ -0,0 +1,69 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var IS_BROWSER = require( '@stdlib/assert/is-browser' ); +var isObjectArray = require( '@stdlib/assert/is-plain-object-array' ); +var data = require( './../lib' ); + + +// VARIABLES // + +var opts = { + 'skip': IS_BROWSER +}; + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof data, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'the function returns an array of objects', opts, function test( t ) { + var d = data(); + t.strictEqual( isObjectArray( d ), true, 'returns an array of objects' ); + t.strictEqual( d.length, 344, 'has expected length' ); + t.end(); +}); + +tape( 'the function returns a copy', opts, function test( t ) { + var d1; + var d2; + var v; + + d1 = data(); + d2 = data(); + + t.notEqual( d1, d2, 'different references' ); + + v = d2[ 5 ]; + d1[ 5 ] = 'beep'; + + t.strictEqual( d1[ 5 ], 'beep', 'expected element' ); + t.notEqual( d1[ 5 ], d2[ 5 ], 'no shared state' ); + t.strictEqual( d2[ 5 ], v, 'expected element' ); + + t.end(); +}); diff --git a/lib/node_modules/@stdlib/datasets/penguins/test/test.main.js b/lib/node_modules/@stdlib/datasets/penguins/test/test.main.js new file mode 100644 index 000000000000..d753a3987826 --- /dev/null +++ b/lib/node_modules/@stdlib/datasets/penguins/test/test.main.js @@ -0,0 +1,48 @@ +/** +* @license Apache-2.0 +* +* Copyright (c) 2023 The Stdlib Authors. +* +* Licensed under the Apache License, Version 2.0 (the "License"); +* you may not use this file except in compliance with the License. +* You may obtain a copy of the License at +* +* http://www.apache.org/licenses/LICENSE-2.0 +* +* Unless required by applicable law or agreed to in writing, software +* distributed under the License is distributed on an "AS IS" BASIS, +* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +* See the License for the specific language governing permissions and +* limitations under the License. +*/ + +'use strict'; + +// MODULES // + +var tape = require( 'tape' ); +var proxyquire = require( 'proxyquire' ); +var data = require( './../lib/main.js' ); + + +// TESTS // + +tape( 'main export is a function', function test( t ) { + t.ok( true, __filename ); + t.strictEqual( typeof data, 'function', 'main export is a function' ); + t.end(); +}); + +tape( 'the function throws an error if unable to load data', function test( t ) { + var data = proxyquire( './../lib/main.js', { + '@stdlib/fs/read-json': { + 'sync': readJSON + } + }); + t.throws( data, Error, 'throws an error' ); + t.end(); + + function readJSON() { + return new Error( 'unable to read data' ); + } +}); From 7f8ec45fdb387db44b7541e3ee1b4b7d9d2b6345 Mon Sep 17 00:00:00 2001 From: Philipp Burckhardt Date: Sat, 7 Sep 2024 16:20:54 -0400 Subject: [PATCH 2/3] chore: update copyright year and align with conventions --- .../@stdlib/datasets/penguins/NOTICE | 2 +- .../@stdlib/datasets/penguins/README.md | 60 ++++++++++++++----- .../penguins/benchmark/benchmark.browser.js | 2 +- .../datasets/penguins/benchmark/benchmark.js | 2 +- .../@stdlib/datasets/penguins/bin/cli | 2 +- .../datasets/penguins/docs/types/index.d.ts | 2 +- .../datasets/penguins/docs/types/test.ts | 2 +- .../datasets/penguins/examples/index.js | 36 +++++------ .../@stdlib/datasets/penguins/lib/browser.js | 2 +- .../@stdlib/datasets/penguins/lib/index.js | 2 +- .../@stdlib/datasets/penguins/lib/main.js | 2 +- .../@stdlib/datasets/penguins/package.json | 2 +- .../datasets/penguins/test/test.browser.js | 4 +- .../datasets/penguins/test/test.cli.js | 2 +- .../@stdlib/datasets/penguins/test/test.js | 4 +- .../datasets/penguins/test/test.main.js | 2 +- 16 files changed, 76 insertions(+), 52 deletions(-) diff --git a/lib/node_modules/@stdlib/datasets/penguins/NOTICE b/lib/node_modules/@stdlib/datasets/penguins/NOTICE index c59b015161b0..443c4c67dc50 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/NOTICE +++ b/lib/node_modules/@stdlib/datasets/penguins/NOTICE @@ -1,4 +1,4 @@ -Copyright (c) 2023 The Stdlib Authors. +Copyright (c) 2024 The Stdlib Authors. Dataset is from Palmer Peguins Dataset (https://github.com/allisonhorst/palmerpenguins). diff --git a/lib/node_modules/@stdlib/datasets/penguins/README.md b/lib/node_modules/@stdlib/datasets/penguins/README.md index dcda5db620a1..8a05a5f5ff7b 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/README.md +++ b/lib/node_modules/@stdlib/datasets/penguins/README.md @@ -2,7 +2,7 @@ @license Apache-2.0 -Copyright (c) 2023 The Stdlib Authors. +Copyright (c) 2024 The Stdlib Authors. Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. @@ -99,24 +99,54 @@ Each `array` element has the following fields: ```javascript +var Plot = require( '@stdlib/plot' ); var dataset = require( '@stdlib/datasets/penguins' ); -var femaleCount; -var maleCount; -var data; -var i; +var data = dataset(); + +var speciesMapping = { + 'Adelie Penguin (Pygoscelis adeliae)': 'adeliae', + 'Gentoo penguin (Pygoscelis papua)': 'gentoo', + 'Chinstrap penguin (Pygoscelis antarctica)': 'chinstrap' +}; -data = dataset(); +// Extract Penguins data... +var x = []; +var y = []; +var species = []; + +var speciesType; +var flipperLen; +var bodyMass; +var i; for ( i = 0; i < data.length; i++ ) { - if ( data[ i ].sex === 'MALE' ) { - maleCount += 1; - } else { - femaleCount += 1; + flipperLen = data[ i ].flipperLength; + bodyMass = data[ i ].bodyMass; + speciesType = data[ i ].species; + if ( flipperLen !== null && bodyMass !== null && speciesType !== null ) { + x.push( flipperLen ); + y.push( bodyMass ); + species.push( speciesMapping[ speciesType ] ); } } -console.log( 'Number of Male Penguins in the Dataset: ', maleCount ); -console.log( 'Number of Female Penguins in the Dataset: ', femaleCount ); +// Create a plot instance: +var opts = { + 'lineStyle': 'none', + 'symbols': 'closed-circle', + 'xLabel': 'Flipper Length (mm)', + 'yLabel': 'Body Mass (g)', + 'title': 'Flipper Length & Body Mass for Adelie, Chinstrap & Gentoo Penguins' +}; +var plot = new Plot( [ x ], [ y ], opts ); + +plot.width = 650; +plot.height = 480; +plot.colors = 'category20'; +plot.labels = species; + +// Render the plot: +console.log( plot.render( 'html' ) ); ``` @@ -140,7 +170,7 @@ Options: -h, --help Print this message. -V, --version Print the package version. - --format fmt Output format: 'txt' or 'ndjson'. + --format fmt Output format: 'csv' or 'ndjson'. ``` @@ -151,7 +181,7 @@ Options: ### Notes -- The CLI supports two output formats: plain text (`txt`) and newline-delimited JSON ([NDJSON][ndjson]). The default output format is `txt`. +- The CLI supports two output formats: comma-separated values ([CSV][csv]) and newline-delimited JSON ([NDJSON][ndjson]). The default output format is [CSV][csv]. @@ -214,6 +244,8 @@ The data files (databases) are licensed under an [Open Data Commons Public Domai [apache-license]: https://www.apache.org/licenses/LICENSE-2.0 +[csv]: https://tools.ietf.org/html/rfc4180 + [ndjson]: http://specs.frictionlessdata.io/ndjson/ [palmer-penguins]: https://github.com/allisonhorst/palmerpenguins diff --git a/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.browser.js b/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.browser.js index 9520d48fc4c9..55fd2b8b432d 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.browser.js +++ b/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.browser.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. diff --git a/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.js b/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.js index dd89a28f7f3a..4afb7d650285 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.js +++ b/lib/node_modules/@stdlib/datasets/penguins/benchmark/benchmark.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. diff --git a/lib/node_modules/@stdlib/datasets/penguins/bin/cli b/lib/node_modules/@stdlib/datasets/penguins/bin/cli index 306fcbaa21f3..c4ef353da0d6 100755 --- a/lib/node_modules/@stdlib/datasets/penguins/bin/cli +++ b/lib/node_modules/@stdlib/datasets/penguins/bin/cli @@ -3,7 +3,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. diff --git a/lib/node_modules/@stdlib/datasets/penguins/docs/types/index.d.ts b/lib/node_modules/@stdlib/datasets/penguins/docs/types/index.d.ts index fa6cb0d26d3e..64cb7a70604b 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/docs/types/index.d.ts +++ b/lib/node_modules/@stdlib/datasets/penguins/docs/types/index.d.ts @@ -1,7 +1,7 @@ /* * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. diff --git a/lib/node_modules/@stdlib/datasets/penguins/docs/types/test.ts b/lib/node_modules/@stdlib/datasets/penguins/docs/types/test.ts index d29a6f300acf..4f6a3461a65f 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/docs/types/test.ts +++ b/lib/node_modules/@stdlib/datasets/penguins/docs/types/test.ts @@ -1,7 +1,7 @@ /* * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. diff --git a/lib/node_modules/@stdlib/datasets/penguins/examples/index.js b/lib/node_modules/@stdlib/datasets/penguins/examples/index.js index 92e2cf20dcd2..276591c251d6 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/examples/index.js +++ b/lib/node_modules/@stdlib/datasets/penguins/examples/index.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. @@ -21,31 +21,23 @@ var Plot = require( '@stdlib/plot' ); var dataset = require( './../lib' ); -var speciesMapping; -var speciesType; -var flipperLen; -var bodyMass; -var species; -var data; -var plot; -var opts; -var x; -var y; -var i; - -data = dataset(); +var data = dataset(); -// Species mapping -speciesMapping = { +var speciesMapping = { 'Adelie Penguin (Pygoscelis adeliae)': 'adeliae', 'Gentoo penguin (Pygoscelis papua)': 'gentoo', 'Chinstrap penguin (Pygoscelis antarctica)': 'chinstrap' }; // Extract Penguins data... -x = []; -y = []; -species = []; +var x = []; +var y = []; +var species = []; + +var speciesType; +var flipperLen; +var bodyMass; +var i; for ( i = 0; i < data.length; i++ ) { flipperLen = data[ i ].flipperLength; bodyMass = data[ i ].bodyMass; @@ -58,14 +50,14 @@ for ( i = 0; i < data.length; i++ ) { } // Create a plot instance: -opts = { +var opts = { 'lineStyle': 'none', 'symbols': 'closed-circle', 'xLabel': 'Flipper Length (mm)', 'yLabel': 'Body Mass (g)', 'title': 'Flipper Length & Body Mass for Adelie, Chinstrap & Gentoo Penguins' }; -plot = new Plot( [ x ], [ y ], opts ); +var plot = new Plot( [ x ], [ y ], opts ); plot.width = 650; plot.height = 480; @@ -73,4 +65,4 @@ plot.colors = 'category20'; plot.labels = species; // Render the plot: -console.log( plot.render( 'html' ) ); +console.log( plot.render( 'html' ) ); // TODO: render as ASCII diff --git a/lib/node_modules/@stdlib/datasets/penguins/lib/browser.js b/lib/node_modules/@stdlib/datasets/penguins/lib/browser.js index 45d2790158eb..8e77238a813a 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/lib/browser.js +++ b/lib/node_modules/@stdlib/datasets/penguins/lib/browser.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. diff --git a/lib/node_modules/@stdlib/datasets/penguins/lib/index.js b/lib/node_modules/@stdlib/datasets/penguins/lib/index.js index 8f186fd609df..8f8033be38ce 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/lib/index.js +++ b/lib/node_modules/@stdlib/datasets/penguins/lib/index.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. diff --git a/lib/node_modules/@stdlib/datasets/penguins/lib/main.js b/lib/node_modules/@stdlib/datasets/penguins/lib/main.js index 3a436dd77304..5d22a2de54f3 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/lib/main.js +++ b/lib/node_modules/@stdlib/datasets/penguins/lib/main.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. diff --git a/lib/node_modules/@stdlib/datasets/penguins/package.json b/lib/node_modules/@stdlib/datasets/penguins/package.json index 0e3612aa77b1..84afe6b5b7b3 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/package.json +++ b/lib/node_modules/@stdlib/datasets/penguins/package.json @@ -1,7 +1,7 @@ { "name": "@stdlib/datasets/penguins", "version": "0.0.0", - "description": "Palmer Penguins Dataset", + "description": "Palmer Penguins Dataset.", "license": "Apache-2.0", "author": { "name": "The Stdlib Authors", diff --git a/lib/node_modules/@stdlib/datasets/penguins/test/test.browser.js b/lib/node_modules/@stdlib/datasets/penguins/test/test.browser.js index 8bb612f2eb72..3b1db0f2cb0e 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/test/test.browser.js +++ b/lib/node_modules/@stdlib/datasets/penguins/test/test.browser.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. @@ -35,7 +35,7 @@ tape( 'main export is a function', function test( t ) { tape( 'the function returns an array of objects', function test( t ) { var d = data(); - t.strictEqual( isObjectArray( d ), true, 'returns an array of objects' ); + t.strictEqual( isObjectArray( d ), true, 'returns expected value' ); t.strictEqual( d.length, 344, 'has expected length' ); t.end(); }); diff --git a/lib/node_modules/@stdlib/datasets/penguins/test/test.cli.js b/lib/node_modules/@stdlib/datasets/penguins/test/test.cli.js index 1d5fdb1c3f4b..81bf500c2daa 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/test/test.cli.js +++ b/lib/node_modules/@stdlib/datasets/penguins/test/test.cli.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. diff --git a/lib/node_modules/@stdlib/datasets/penguins/test/test.js b/lib/node_modules/@stdlib/datasets/penguins/test/test.js index f8086e7dfd79..6215ca1380b6 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/test/test.js +++ b/lib/node_modules/@stdlib/datasets/penguins/test/test.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. @@ -43,7 +43,7 @@ tape( 'main export is a function', function test( t ) { tape( 'the function returns an array of objects', opts, function test( t ) { var d = data(); - t.strictEqual( isObjectArray( d ), true, 'returns an array of objects' ); + t.strictEqual( isObjectArray( d ), true, 'returns expected value' ); t.strictEqual( d.length, 344, 'has expected length' ); t.end(); }); diff --git a/lib/node_modules/@stdlib/datasets/penguins/test/test.main.js b/lib/node_modules/@stdlib/datasets/penguins/test/test.main.js index d753a3987826..26ed2d5f92fc 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/test/test.main.js +++ b/lib/node_modules/@stdlib/datasets/penguins/test/test.main.js @@ -1,7 +1,7 @@ /** * @license Apache-2.0 * -* Copyright (c) 2023 The Stdlib Authors. +* Copyright (c) 2024 The Stdlib Authors. * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. From 6f8c4991ae83a5ca782d9df0eaa7519b9e3b299c Mon Sep 17 00:00:00 2001 From: Philipp Burckhardt Date: Sat, 7 Sep 2024 16:26:54 -0400 Subject: [PATCH 3/3] chore: address lint errors --- lib/node_modules/@stdlib/datasets/penguins/README.md | 2 +- lib/node_modules/@stdlib/datasets/penguins/lib/main.js | 1 - 2 files changed, 1 insertion(+), 2 deletions(-) diff --git a/lib/node_modules/@stdlib/datasets/penguins/README.md b/lib/node_modules/@stdlib/datasets/penguins/README.md index 8a05a5f5ff7b..5e73ad9ab700 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/README.md +++ b/lib/node_modules/@stdlib/datasets/penguins/README.md @@ -96,7 +96,7 @@ Each `array` element has the following fields: ## Examples - + ```javascript var Plot = require( '@stdlib/plot' ); diff --git a/lib/node_modules/@stdlib/datasets/penguins/lib/main.js b/lib/node_modules/@stdlib/datasets/penguins/lib/main.js index 5d22a2de54f3..203c917c6e1a 100644 --- a/lib/node_modules/@stdlib/datasets/penguins/lib/main.js +++ b/lib/node_modules/@stdlib/datasets/penguins/lib/main.js @@ -41,7 +41,6 @@ var opts = { * * - This function synchronously reads data from disk for each invocation. Such behavior is intentional and so is the avoidance of `require`. We assume that invocations are infrequent, and we want to avoid the `require` cache. This means that we allow data to be garbage collected and a user is responsible for explicitly caching data. * -* * @throws {Error} unable to read data * @returns {ObjectArray} penguins data *