cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/ldg-fxr-2q2
title: †Cycloloculina eocaenica (Terquem, 1882)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vkg-tms-ky6
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v1s-das-bs4
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e2k-cmk-s0r
title: Hygophum

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/spz-hza-040
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/szm-f86-4eq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wqd-d78-g2m
title: Pterothrissus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/avx-sjz-lnx
title: †Gavelinella tumida Brotzen, 1942

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ecb-92q-aqs
title: †Praeglobobulimina imbricata (Reuss, 1851)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8zt-99j-jz8
title: Cnidaria

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nt8-lnk-wnd
title: †Pyramidina cushmani (Brotzen, 1936)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fkm-z3q-1wt
title: Heterocyathus aequicostatus Milne Edwards & Haime, 1848

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ywj-wj4-672
title: Acanthodiscus

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6f1-702-nxd
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kq6-8dw-e3v
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cwp-mhx-avn
title: †Textularia subconica Franke, 1928

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8hh-jny-k98
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p3n-sd5-vt6
title: †Caryophyllia (Acanthocyathus) spinosa (Umbgrove, 1950)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fsg-4gd-wja
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zyh-plh-1n8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9z6-50j-qne
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/br9-lm8-llb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wy1-2rr-grk
title: Dama dama mesopotamica (Brooke, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/03p-5kt-g8c
title: Hyperoodontidae Gray, 1846

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/btg-9mb-l6z
title: Sus scrofa Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76f-04c-l3z
title: Cetacea Brisson, 1762

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mz6-z3a-l3g
title: Lamnidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rn9-asa-dv6
title: Bryozoa

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rzc-9kx-a0f
title: †Globulina exserta (Berthelin, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qdb-ld1-6ln
title: Glabratella Dorreen, 1948

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4pc-bga-gm6
title: Rosalina australis (Parr, 1932)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rjp-mdy-s37
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gly-jm4-x7r
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kg3-rdk-qqb
title: Micromesistius

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.2fu6gh
title: Occurrence Download

description: A dataset containing 2682112 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((23.05224 -20.3719, 23.11678 -20.35392, 36.02093 -15.65298, 36.06288 -15.62377, 37.676 -6.26594, 37.67718 -6.25605, 37.67311 -6.24707, 37.66532 -6.24066, 37.65052 -6.2297, 34.36864 -3.9503, 31.28722 -3.62461, 30.86999 -3.83192, 30.84341 -3.85855, 22.07424 -14.30396, 22.06148 -14.36181, 21.43781 -17.95698, 21.43604 -18.00301, 22.27312 -19.76343, 22.37607 -19.94329, 22.40845 -19.99448, 22.5124 -20.05948, 23.05224 -20.3719))"
 ]
}

 The dataset includes 2682112 records from 868 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021588-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110612592
title: Persepolis Fortification Elamite Tablet 1717, PF 1717

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1717 ❧ [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. Aramaic ink inscription on reverse. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.3886/e240042v1
title: Global Responsible AI Market Analysis

description: The global Responsible AI Market was valued at USD 1.09 billion in 2024 and
is projected to expand to USD 1.58 billion by 2025. Forecasts estimate
substantial growth to USD 10.26 billion by 2030, representing a compound annual
growth rate (CAGR) of 45.3% between 2025 and 2030. This surge is driven by the
increasing deployment of AI across critical business functions and heightened
demand for transparent, fair, explainable, and ethical AI systems.<br><br>For more information visit: https://www.nextmsc.com/report/responsible-ai-market-ic3581
DOI: 10.25549/inscriptifact-ouc110612650
title: Persepolis Fortification Elamite Tablet 1799, PF 1799

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1799 ❧ [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. Aramaic ink inscription on obverse. Seal impression on left edge, right edge. ❧ [Physical Object Note:] Cracks throughout tablet. Reverse chipped towards round edge, upper edge.
DOI: 10.25549/inscriptifact-ouc110612579
title: Persepolis Fortification Elamite Tablet 1717, PF 1717

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1717 ❧ [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. Aramaic ink inscription on reverse. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.25549/inscriptifact-ouc110612626
title: Persepolis Fortification Elamite Tablet 1798, PF 1798

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1798 ❧ [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. Aramaic ink inscription on reverse. Seal impression on left edge. ❧ [Physical Object Note:] Minor cracks on tablet. Round edge tip broken.
DOI: 10.3886/e240041v2
title: Global Bathing Soap Market Analysis

description: The global Bathing Soap Market was valued at USD 26.77 billion in 2024 and
is projected to grow to USD 28.16 billion by the end of 2025. The market is
expected to reach USD 36.29 billion by 2030, at a compound annual growth rate
(CAGR) of 5.2% from 2025 to 2030. Growth is fueled by rising urbanization,
disposable incomes, heightened personal hygiene awareness, and increasing
consumer preference for premium, natural, and eco-conscious personal care
products.<br><br>For more information visit: https://www.nextmsc.com/report/bathing-soap-market-3582
DOI: 10.25549/inscriptifact-ouc110612578
title: Persepolis Fortification Elamite Tablet 1717, PF 1717

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF 1717 ❧ [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. Aramaic ink inscription on reverse. Seal impression on reverse and left edge. ❧ [Physical Object Note:] Minimal damage to tablet.
DOI: 10.3886/e240045v1
title: Global Lipstick Market Analysis

description: The global Lipstick Market was valued at USD 14.59 billion in 2024 and is
projected to reach USD 15.50 billion by the end of 2025. The market is expected
to grow to USD 20.93 billion by 2030, at a compound annual growth rate (CAGR)
of 6.2% from 2025 to 2030. Market transformation is driven by consumer demand
for safer, sustainable, and high-quality products, alongside rising household
disposable incomes enabling increased spending on premium and personalized
cosmetics.<br><br>For more information visit: https://www.nextmsc.com/report/lipstick-market-rc3580
DOI: 10.25549/inscriptifact-ouc110609293
title: Persepolis Fortification Aramaic Text 673, PFAT 673

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 673 ❧ [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 on obverse, reverse, bottom edge and upper edge. Seal impression on flat edge, obverse and reverse. ❧ [Physical Object Note:] Cracking, chipping and breakage throughout tablet.
DOI: 10.25549/inscriptifact-ouc110614078
title: Persepolis Fortification Elamite Tablet 0417, PF-NN 0417

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0417 ❧ [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. Aramaic ink inscription on upper edge, left edge and reverse. Seal impression on reverse. ❧ [Physical Object Note:] Crack on flat edge. Bottom edge toward round edge chipped.
DOI: 10.25549/inscriptifact-ouc110609286
title: Persepolis Fortification Aramaic Text 673, PFAT 673

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 673 ❧ [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 on obverse, reverse, bottom edge and upper edge. Seal impression on flat edge, obverse and reverse. ❧ [Physical Object Note:] Cracking, chipping and breakage throughout tablet.
DOI: 10.25549/inscriptifact-ouc110614077
title: Persepolis Fortification Elamite Tablet 0333, PF-NN 0333

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0333 ❧ [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. Aramaic ink inscription on obverse. Seal impression on left edge. ❧ [Physical Object Note:] Obverse toward round edge chipped. Round edge chipped.
DOI: 10.48436/c3j49-2pv45
title: User Comments from a SNL 'Fast Fashion Ad' Sketch Combined with RoBERTa and BERTopic Outputs

description: Context

This dataset was created for a Master's thesis in Digital Humanities by Ka Yee Suvini Lai (see Related Works for the thesis paper titled: Emotion Classification, Topic Modelling, and Discourse Evaluation of Audience Responses to SNL's Fast Fashion Sketch on Social Media: Leveraging RoBERTa, BERTopic and Discourse Analysis). The dataset consists of user comments from a SNL sketch titled 'Fast Fashion Ad', extracted across YouTube, Instagram and TikTok (n=4028). The dataset also contains emotion classification and topic modelling outputs from RoBERTa and BERTopic. 

Data Structure

The dataset consists of the following columns (with explanations in brackets):



comment_text (this column contains the user comments of the SNL sketch from Youtube, Instagram and Tiktok) 

top_emotion (RoBERTa's output of the highest emotion score from the comment)

emotion_scores (RoBERTa's output of all the emotions and their scores from the comment)

topic (BERTopic's output for the topic number for the comment)

topic_label (BERTopic's output for the topic number and topic label for the comment)

probability (BERTopic's output for the probability of the topic from the comment)


This dataset is a .csv file and is interoperable across many digital tools. It is the aggregated results from the RoBERTa and BERTopic Python Pipelines (see Related Works for the source code).

Further details

To gain access to the dataset, please reach out to the author via email: ka.lai@tuwien.ac.at
DOI: 10.48436/15y32-w1573
title: User Comments from a SNL 'Fast Fashion Ad' Sketch Combined with RoBERTa and BERTopic Outputs

description: Context

This dataset was created for a Master's thesis in Digital Humanities by Ka Yee Suvini Lai (see Related Works for the thesis paper titled: Emotion Classification, Topic Modelling, and Discourse Evaluation of Audience Responses to SNL's Fast Fashion Sketch on Social Media: Leveraging RoBERTa, BERTopic and Discourse Analysis). The dataset consists of user comments from a SNL sketch titled 'Fast Fashion Ad', extracted across YouTube, Instagram and TikTok (n=4028). The dataset also contains emotion classification and topic modelling outputs from RoBERTa and BERTopic. 

Data Structure

The dataset consists of the following columns (with explanations in brackets):



comment_text (this column contains the user comments of the SNL sketch from Youtube, Instagram and Tiktok) 

top_emotion (RoBERTa's output of the highest emotion score from the comment)

emotion_scores (RoBERTa's output of all the emotions and their scores from the comment)

topic (BERTopic's output for the topic number for the comment)

topic_label (BERTopic's output for the topic number and topic label for the comment)

probability (BERTopic's output for the probability of the topic from the comment)


This dataset is a .csv file and is interoperable across many digital tools. It is the aggregated results from the RoBERTa and BERTopic Python Pipelines (see Related Works for the source code).

Further details

To gain access to the dataset, please reach out to the author via email: ka.lai@tuwien.ac.at
DOI: 10.25549/inscriptifact-ouc110609283
title: Persepolis Fortification Aramaic Text 673, PFAT 673

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 673 ❧ [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 on obverse, reverse, bottom edge and upper edge. Seal impression on flat edge, obverse and reverse. ❧ [Physical Object Note:] Cracking, chipping and breakage throughout tablet.
DOI: 10.25549/inscriptifact-ouc1sto1610382
title: InscriptiFact -- an image database of inscriptions and artifacts

description: The InscriptiFact Collection is designed to allow access via the Internet to high-resolution images of ancient inscriptions and artifacts, primarily from the Near Eastern and Mediterranean Worlds. The targeted inscriptions constitute some of the world’s earliest written records, which are mostly housed in a number of international museums and libraries, as well as field projects where inscriptions still remain in situ. Included, for example, are, selected Dead Sea Scrolls; cuneiform tablets from Mesopotamia, Persia, Canaan and Egypt; early Jewish papyri from Egypt; lapidary inscriptions, primarily from Jordan, Lebanon and Cyprus; inscriptions on a variety of hard media (e.g., ostraca, copper, semi-precious stones, jar handles) mostly written in early Canaanite, Phoenician, Hebrew, Aramaic, Ammonite and Edomite; and much more. These ancient texts are foundational documents that serve as a point of reference for Judaism, Christianity, Islam and the cultures out of which they emerged. The name "InscriptiFact" is intended to convey the concept of a scholarly archive based on "facts" about "inscriptions" and "artifacts." West Semitic Research Project (WSRP) under the auspices of the University of Southern California (USC) is broadly acknowledged as a leader in the application of photographic and digital technologies to capture and analyze data of ancient texts. The West Semitic Research image archive now contains approximately 1,500,000 images. Important! Search terms with more than one word or number need to be enclosed in quotation marks.Guide to Searching InscriptiFact
DOI: 10.25549/inscriptifact-ouc110609266
title: Persepolis Fortification Aramaic Text 673, PFAT 673

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 673 ❧ [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 on obverse, reverse, bottom edge and upper edge. Seal impression on flat edge, obverse and reverse. ❧ [Physical Object Note:] Cracking, chipping and breakage throughout tablet.
DOI: 10.25549/inscriptifact-ouc110614066
title: Persepolis Fortification Elamite Tablet 0333, PF-NN 0333

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0333 ❧ [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. Aramaic ink inscription on obverse. Seal impression on left edge. ❧ [Physical Object Note:] Obverse toward round edge chipped. Round edge chipped.
DOI: 10.15468/dl.wy8qe7
title: Occurrence Download

description: A dataset containing 609 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "DatasetKey is one of (Interacciones coral-césped, estructura de tallas de corales masivos y diversidad funcional de herbívoros como indicadores de estado de los arrecifes del complejo Islas Cayos de Bolívar, Reserva de Biosfera Seaflower)"
 ]
}

 The dataset includes 609 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026954-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc110609241
title: Persepolis Fortification Aramaic Text 672, PFAT 672

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PFAT 672 ❧ [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 on obverse. Seal impression on reverse and upper edge. ❧ [Physical Object Note:] Minimal damage on tablet. Round edge toward bottom edge chipped.
DOI: 10.25549/inscriptifact-ouc110614056
title: Persepolis Fortification Elamite Tablet 0333, PF-NN 0333

description: [Text Description:] Administrative text with seals ❧ [Text or Publication Number Note:] PF-NN 0333 ❧ [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. Aramaic ink inscription on obverse. Seal impression on left edge. ❧ [Physical Object Note:] Obverse toward round edge chipped. Round edge chipped.
DOI: 10.15468/dl.qamuxo
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013041-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.