cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14938302
title: First PHP Webshell Opcode Incremental Dataset
title: PHP Webshell Dataset

description: PHP Webshell Dataset

Motivation

To improve the robustness of PHP webshell detection by analyzing low-level opcode patterns, circumventing common code obfuscation and evasion techniques.

Content Summary



Samples:10,000+ PHP files (5,000+ webshells, some with anti-detection tricks , 5,000+ benign files from WordPress/PHPCMS). Includes source code, opcodes, processed opcodes

Preprocessing:Extracted opcode sequences and decoded Opcode Double-Tuples (ODTs) with expert-designed filtering rules

Temporal Validation:Split into pre-2021 (training/validation) and 2021-2024 (testing) samples. Can be used for incremental learning.


Key Value

Enables behavior-based detection models by preserving semantic context through opcode-level feature engineering.
description: PHP Webshell Dataset
DOI: 10.5281/zenodo.14938333
title: First PHP Webshell Opcode Incremental Dataset
title: PHP Webshell Dataset

description: PHP Webshell Dataset

Motivation

To improve the robustness of PHP webshell detection by analyzing low-level opcode patterns, circumventing common code obfuscation and evasion techniques.

Content Summary



Samples:10,000+ PHP files (5,000+ webshells, some with anti-detection tricks , 5,000+ benign files from WordPress/PHPCMS). Includes source code, opcodes, processed opcodes

Preprocessing:Extracted opcode sequences and decoded Opcode Double-Tuples (ODTs) with expert-designed filtering rules

Temporal Validation:Split into pre-2021 (training/validation) and 2021-2024 (testing) samples. Can be used for incremental learning.


Key Value

Enables behavior-based detection models by preserving semantic context through opcode-level feature engineering.
description: PHP Webshell Dataset
DOI: 10.21233/fmcd-8c88
title: LDDsite1943 water chemistry dataset

description: Raw data for the LDDsite1943 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.n8jgyz
title: Occurrence Download

description: A dataset containing 713 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "TaxonKey is Cuniculus paca (Linnaeus, 1766)"
 ]
}

 The dataset includes 713 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020642-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/f29g-nc68
title: Kichikol Juniperus-forest 3 pollen surface sample dataset

description: Raw data for the Kichikol Juniperus-forest 3 pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/f4jg-va45
title: Black River water chemistry dataset

description: Raw data for the Black River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.7vk6sd
title: Occurrence Download

description: A dataset containing 679 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acer ukurunduense Trautv. & C.A.Mey.",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 679 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020641-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/gby8-1m67
title: LDDsite2068 ostracode surface sample dataset

description: Raw data for the LDDsite2068 ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/g6pt-8j23
title: Upper Sister Lake diatom bottom sample dataset

description: Raw data for the Upper Sister Lake diatom bottom sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/000g-kt66
title: Courtney East vertebrate fauna dataset

description: Raw data for the Courtney East vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/ns55-cr47
title: Hani testate amoebae surface sample dataset

description: Raw data for the Hani testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.2myj3j
title: Occurrence Download

description: A dataset containing 2154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Blighia sapida K.D.Koenig",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 2154 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020643-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/d0ss-9q35
title: Fre-1154 vertebrate fauna dataset

description: Raw data for the Fre-1154 vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.dm74z2
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polianthes tuberosa L."
 ]
}

 The dataset includes 286 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020645-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/x6zx-3q81
title: Discovery Bay pollen surface sample dataset

description: Raw data for the Discovery Bay pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/vhv3-az67
title: Ninemile Lake diatom dataset

description: Raw data for the Ninemile Lake diatom dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/kgq3-yc92
title: LDDsite1469 water chemistry dataset

description: Raw data for the LDDsite1469 water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.jyjeyy
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taxus cuspidata Siebold & Zucc.",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2010",
 "HasCoordinate is true"
 ]
}

 The dataset includes 484 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020646-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/4r2q-fe22
title: Casement 2 diatom surface sample dataset

description: Raw data for the Casement 2 diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/7cbt-5870
title: Pastos Grandes water chemistry dataset

description: Raw data for the Pastos Grandes water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/cvct-z710
title: Yudomari ostracode surface sample dataset

description: Raw data for the Yudomari ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.21233/5kr7-qd29
title: War Axe water chemistry dataset

description: Raw data for the War Axe water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.5rcuq3
title: Occurrence Download

description: A dataset containing 1022563 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Plantago major L."
 ]
}

 The dataset includes 1022563 records from 3964 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020616-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9rume
title: Occurrence Download

description: A dataset containing 13332 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lasioglossum aurora (Smith, 1879)"
 ]
}

 The dataset includes 13332 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007579-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/ps2vfa
title: Associations between Maternal Envy and Parenting Practices

description: Dataset for the manuscript titled "Associations between Maternal Envy and Parenting Practices".
This dataset includes two data files for study 1 and study 2, respectively.
DOI: 10.25549/inscriptifact-ouc110592250
title: Persepolis Fortification Aramaic Text 272, PFAT 272

description: [Text Description:] Administrative text with seals PFUTS 0109s; PFATS 0278; PFATS 0001s ❧ [Text or Publication Number Note:] PFAT 272, Bowman 272 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0109s on upper edge; PFATS 0278 on reverse, flat edge; PFATS 0001s on bottom edge.
DOI: 10.25549/inscriptifact-ouc110589925
title: Persepolis Fortification Aramaic Text 207, PFAT 207

description: [Text Description:] Administrative text with seal PFATS 0007* ❧ [Text or Publication Number Note:] PFAT 207, Bowman 207 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impression PFATS 0007* on obverse, reverse, bottom edge, flat edge.
DOI: 10.25549/inscriptifact-ouc110588741
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/jrbm-c91-931
title: Tōkaidō gojūsantsugi, 1840?

description: Hiroshige Andō. Tōkaidō gojūsantsugi [Fifty-three stations of the Tōkaidō]. [Japan]: Sanoki, [1840?]. = 安藤廣重. 東海道五拾三次. [Japan]: 佐野喜, [1840?]. "佐野喜" = "Sanoki" -- at bottom of each fold (hashira). Folded accordion style, printed on both sides. ""五十余り三ツ能驛をはしめ成候 清明" = "[Gojū amari mittsu no eki o hashimenari sōrō Kiyoaki]" -- notes on back cover.
DOI: 10.25549/inscriptifact-ouc110592243
title: Persepolis Fortification Aramaic Text 273, PFAT 273

description: [Text Description:] Administrative text with seals PFATS 0026?; PFATS 0065 ❧ [Text or Publication Number Note:] PFAT 273, Bowman 273 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0026? on obverse; PFATS 0065 on reverse, flat edge.
DOI: 10.25549/inscriptifact-ouc110588737
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/jrbm-c91-838
title: Jittai waka, 17--?

description: Jittai waka. [Japan: s.l., 17--?]. = 十体和歌. [Japan: s.l., 17--?]. Hand-written manuscript. Folded accordion style. In wooden box.
DOI: 10.25549/inscriptifact-ouc110592235
title: Persepolis Fortification Aramaic Text 272, PFAT 272

description: [Text Description:] Administrative text with seals PFUTS 0109s; PFATS 0278; PFATS 0001s ❧ [Text or Publication Number Note:] PFAT 272, Bowman 272 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0109s on upper edge; PFATS 0278 on reverse, flat edge; PFATS 0001s on bottom edge.
DOI: 10.25549/inscriptifact-ouc110588730
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/jrbm-c91-1536
title: Shōchū rokujō, 1797

description: Shōchū rokujō. Nijōdōri [Kyoto]: Yoshida Shirōuemon, Kansei 9 [1797]. = 掌中六帖. 二条通 [Kyoto]: 吉田四郎右衞門, 寛政9 [1797]. On double leaves, oriental style (fukurotoji).
DOI: 10.25549/inscriptifact-ouc110592212
title: Persepolis Fortification Aramaic Text 272, PFAT 272

description: [Text Description:] Administrative text with seals PFUTS 0109s; PFATS 0278; PFATS 0001s ❧ [Text or Publication Number Note:] PFAT 272, Bowman 272 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0109s on upper edge; PFATS 0278 on reverse, flat edge; PFATS 0001s on bottom edge.
DOI: 10.25549/inscriptifact-ouc110588725
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/jrbm-c91-1491
title: Kowairo hayagaten, vol. 1, 1831

description: Goryūtei Tokushō. Kowairo hayagaten. Tōto [Edo]: Daikokuya Heikichi, Nishimuraya Yohachi, [1831-1833], volume 1. = 五柳亭徳升. 聲色早合點. 東都 [江戸]: 大黒屋平吉, 西村屋興八, 天保2-4 [1831-1833], 一 文化. On double leaves, oriental style (fukurotoji).
DOI: 10.25549/inscriptifact-ouc110592211
title: Persepolis Fortification Aramaic Text 272, PFAT 272

description: [Text Description:] Administrative text with seals PFUTS 0109s; PFATS 0278; PFATS 0001s ❧ [Text or Publication Number Note:] PFAT 272, Bowman 272 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0109s on upper edge; PFATS 0278 on reverse, flat edge; PFATS 0001s on bottom edge.
DOI: 10.25549/inscriptifact-ouc110588718
title: Persepolis Fortification Elamite Text 2588, PF-NN 2588

description: [Text Description:] Administrative Text with seal. Aramaic gloss. ❧ [Text or Publication Number Note:] PF-NN 2588 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform, Aramaic ❧ [Physical Object Description:] Clay tablet with cuneiform text. Unnumbered seal impression reverse. Aramaic gloss in ink and incised on reverse and upper edge.
DOI: 10.25549/inscriptifact-ouc110592210
title: Persepolis Fortification Aramaic Text 272, PFAT 272

description: [Text Description:] Administrative text with seals PFUTS 0109s; PFATS 0278; PFATS 0001s ❧ [Text or Publication Number Note:] PFAT 272, Bowman 272 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0109s on upper edge; PFATS 0278 on reverse, flat edge; PFATS 0001s on bottom edge.
DOI: 10.25549/jrbm-c91-1497
title: Kowairo hayagaten, vol. 1, 1831

description: Goryūtei Tokushō. Kowairo hayagaten. Tōto [Edo]: Daikokuya Heikichi, Nishimuraya Yohachi, [1831-1833], volume 1. = 五柳亭徳升. 聲色早合點. 東都 [江戸]: 大黒屋平吉, 西村屋興八, 天保2-4 [1831-1833], 一 文化. On double leaves, oriental style (fukurotoji).
DOI: 10.25549/inscriptifact-ouc110592205
title: Persepolis Fortification Aramaic Text 271, PFAT 271

description: [Text Description:] Administrative text with seals PFUTS 0109s; PFATS 0062; PFATS 0001s ❧ [Text or Publication Number Note:] PFAT 271, Bowman 271 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFUTS 0109s on upper edge; PFATS 0062 on reverse; PFATS 0001s on bottom edge.
DOI: 10.25549/jrbm-ouc11887115
title: Chanoyu hayashinan, 1809

description: Gamimaru Gessai. Chanoyu hayashinan. Tōto [Edo]: Suharaya Mohē, Bunka 6 [1809]. = 月齋峩眉丸. 茶湯早指南. 東都 [江戸]: 須原屋茂兵衛, 文化6 [1809]. On double leaves, oriental style (fukurotoji).
DOI: 10.15468/dl.kykv6q
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Catalogue of Life"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027586-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110586831
title: Persepolis Fortification Aramaic Text 165, PFAT 165

description: [Text Description:] Administrative text with seal PFATS 0202s ❧ [Text or Publication Number Note:] PFAT 165, Bowman 165 ❧ [Excavation Description:] Found during Oriental Institute's excavations in Spring, 1933, near the northeastern corner of the stone platform of Persepolis, in two small rooms of a bastion in the fortification wall ❧ [Medium:] Clay ❧ [Script Note:] Aramaic ❧ [Physical Object Description:] Clay tablet with ink inscription. Seal impressions PFATS 0202s bottom edge, flat edge, obverse, reverse, upper edge.