cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p5bgdg
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sciaphilus asperatus",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000690-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/97c-qk6-cmh
title: Echinolittorina mespillum (Megerle von Mühlfeld, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cyl-1k4-7l7
title: Cerithium columna G. B. Sowerby I, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r8z-mpp-ehe
title: Ithycythara auberiana (A. d'Orbigny, 1847)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7910/dvn/lzb1be
title: Community of Interest Maps: Washington

description: The Community of Interest (COI) Map Collection Project aimed to collect COI maps used in legislative and congressional redistricting during the 2021 redistricting cycle.
DOI: 10.3535/krb-726-1pm
title: Conus rattus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mt6-4j3-9ww
title: Conus mus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w58-6d3-jma
title: Gyroscala commutata (Monterosato, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zta-x7z-1wq
title: Conus mitratus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1wy-wh0-6nk
title: Strigilla carnaria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5x5-47z-21e
title: Conus melvilli G. B. Sowerby III, 1879

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rt0-d3e-5be
title: Alvania rudis (R. A. Philippi, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3mw-wlw-9sa
title: Phrontis versicolor (C. B. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dnb-txn-95a
title: Acrosterigma impolitum (G. B. Sowerby II, 1834)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8y5-fpp-38p
title: Barleeia aemilii Gofas, 1995

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7910/dvn/vfuft1
title: Community of Interest Maps: Wyoming

description: The Community of Interest (COI) Map Collection Project aimed to collect COI maps used in legislative and congressional redistricting during the 2021 redistricting cycle.
DOI: 10.3535/nfa-tn2-wv0
title: Trochus radiatus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tqn-683-4j0
title: Cellana eucosmia (Pilsbry, 1892)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1yl-9s9-dtz
title: Calliostoma coppingeri (E. A. Smith, 1880)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vm8-lsb-d7l
title: Vexillum taeniatum (Lamarck, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5ds-8ye-j3k
title: Tritia corniculum (Olivi, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qsv-eec-t59
title: Desmaulus extinctorium (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v8p-8yq-n8z
title: Amalda H. Adams & A. Adams, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0be-nyl-4v8
title: Creseis acicula (Rang, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1eh-azq-5ed
title: Tritia corrugata (Brocchi, 1814)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.7910/dvn/bfp41s
title: Community of Interest Maps: Wisconsin

description: The Community of Interest (COI) Map Collection Project aimed to collect COI maps used in legislative and congressional redistricting during the 2021 redistricting cycle.
DOI: 10.3535/71m-m2v-49h
title: Oliva incrassata ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yel-prd-kmj
title: Planaxis sulcatus (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nk5-vn7-7k0
title: Asaphis deflorata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xqt-kp9-fm3
title: Cerithium vulgatum Bruguière, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d5n-nt9-rvj
title: Vokesimurex olssoni (E. H. Vokes, 1967)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dtg-vgt-a1j
title: Umbilia armeniaca (Verco, 1912)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v5p-k37-55y
title: Tampaella mera (Say, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e3r-618-rpw
title: Barbatia candida (Helbling, 1779)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r9a-z55-3lb
title: Planaxis sulcatus (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.hcb93z
title: Occurrence Download

description: A dataset containing 12405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Petroselinum crispum"
 ]
}

 The dataset includes 12405 records from 478 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005184-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/tb7-a0h-bkv
title: Alvania zetlandica (Montagu, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yxc-wv0-ztz
title: Conus taeniatus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2m4-c1j-5pt
title: Idiopoma ingallsiana (I. Lea, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ggb-4qp-ala
title: Rhinoclavis sordidula (A. Gould, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gqt-3rr-sex
title: Geostilbia aperta (Swainson, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l6c-j53-5xv
title: Eulima fuscozonata Bouchet & Warén, 1986

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g3y-hwp-7f6
title: Bullia sendersi Kilburn, 1978

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gm9-08r-v09
title: Bullia annulata (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2e2-0df-hl8
title: Conus princeps Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fp-ykr-79d
title: Calpurnus verrucosus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c31-9jb-6rn
title: Vexillum cancellarioides (Anton, 1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3886/e105403v2
title: Uniform Crime Reporting (UCR) Program Data: Property Stolen and Recovered (Supplement to Return A) 1960-2017

description: <b>Version 2 release notes:</b>Adds data for 2017.Adds a "number_of_months_reported" variable which says how many months of the year the agency reported data.Property Stolen and Recovered is a Uniform Crime Reporting (UCR) Program data set with information on the number of offenses (crimes included are murder, rape, robbery, burglary, theft/larceny, and motor vehicle theft), the value of the offense, and subcategories of the offense (e.g. for robbery it is broken down into subcategories including highway robbery, bank robbery, gas station robbery). <br><br>The majority of the data relates to theft. Theft is divided into subcategories of theft such as shoplifting, theft of bicycle, theft from building, and purse snatching. For a number of items stolen (e.g. money, jewelry and previous metals, guns), the value of property stolen and and the value for property recovered is provided. This data set is also referred to as the Supplement to Return A (Offenses Known and Reported). <br><br>All the data was received directly from the FBI as text or .DTA files. I created a setup file based on the documentation provided by the FBI and read the data into R using the package asciiSetupReader.
 All work to clean the data and save it in various file formats was also
 done in R. For the R code used to clean this data, see here: https://github.com/jacobkap/crime_data. The Word document file available for download is the guidebook the FBI 
provided with the raw data which I used to create the setup file to read
 in data.<br>There may be inaccuracies in the data, particularly in the group of columns starting with "auto." To reduce (but certainly not eliminate) data errors, I replaced the following values with NA for the group of columns beginning with "offenses" or "auto" as they are common data entry error values (e.g. are larger than the agency's population, are much larger than other crimes or months in same agency): 1000, 2000, 3000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 20000, 30000, 
40000, 50000, 60000, 70000, 80000, 90000, 100000, 99942. This cleaning was NOT done on the columns starting with "value."<br>For every numeric column I replaced negative indicator values (e.g. "j" for -1) with the negative number they are supposed to be. These negative number indicators are not included in the FBI's codebook for this data but are present in the data. I used the values in the FBI's codebook for the Offenses Known and Clearances by Arrest data.<br><br>To make it easier to merge with other data, I merged this data with the 
Law Enforcement Agency Identifiers Crosswalk (LEAIC) data. The data from
 the LEAIC add FIPS (state, county, and place) and agency type/subtype. If an agency has used a different FIPS code in the past, check to make sure the FIPS code is the same as in this data.<br><br><b>If you have any questions, comments, or suggestions please contact me at jkkaplan6@gmail.com.</b><br>
description: Smallest Geographic Unit: City
description: self-enumerated questionnaire;
DOI: 10.3535/7fj-dg2-hza
title: Monodonta labio (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cn8-czh-cm4
title: Alvania cimex (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dhy-01l-lvy
title: Vokesimurex sobrinus (A. Adams, 1863)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5zt-nz1-bqe
title: Cochlostoma gracile gracile (L. Pfeiffer, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k75-kv7-xst
title: Mammilla sebae (Récluz, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6dx-40g-cx8
title: Nassarius speciosus (A. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/gfc-d8s-0c5
title: Cardium costatum Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zb8-2w7-q8s
title: Architectonica perspectiva (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jjj-00d-yhd
title: Nassarius bimaculosus (A. Adams, 1852)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3886/e105403v1
title: Uniform Crime Reporting (UCR) Program Data: Property Stolen and Recovered (Supplement to Return A) 1960-2016

description: Property Stolen and Recovered is a Uniform Crime Reporting (UCR) Program data set with information on the number of offenses (crimes included are murder, rape, robbery, burglary, theft/larceny, and motor vehicle theft), the value of the offense, and subcategories of the offense (e.g. for robbery it is broken down into subcategories including highway robbery, bank robbery, gas station robbery). <br><br>The majority of the data relates to theft. Theft is divided into subcategories of theft such as shoplifting, theft of bicycle, theft from building, and purse snatching. For a number of items stolen (e.g. money, jewelry and previous metals, guns), the value of property stolen and and the value for property recovered is provided. This data set is also referred to as the Supplement to Return A (Offenses Known and Reported). <br><br>All the data was received directly from the FBI as text or .DTA files. I created a setup file based on the documentation provided by the FBI and read the data into R using the package asciiSetupReader.
 All work to clean the data and save it in various file formats was also
 done in R. For the R code used to clean this data, see here: https://github.com/jacobkap/crime_data. The Word document file available for download is the guidebook the FBI 
provided with the raw data which I used to create the setup file to read
 in data.<br>There may be inaccuracies in the data, particularly in the group of columns starting with "auto." To reduce (but certainly not eliminate) data errors, I replaced the following values with NA for the group of columns beginning with "offenses" or "auto" as they are common data entry error values (e.g. are larger than the agency's population, are much larger than other crimes or months in same agency): 1000, 2000, 3000, 4000, 5000, 6000, 7000, 8000, 9000, 10000, 20000, 30000, 
40000, 50000, 60000, 70000, 80000, 90000, 100000, 99942. This cleaning was NOT done on the columns starting with "value."<br>For every numeric column I replaced negative indicator values (e.g. "j" for -1) with the negative number they are supposed to be. These negative number indicators are not included in the FBI's codebook for this data but are present in the data. I used the values in the FBI's codebook for the Offenses Known and Clearances by Arrest data.<br><br>To make it easier to merge with other data, I merged this data with the 
Law Enforcement Agency Identifiers Crosswalk (LEAIC) data. The data from
 the LEAIC add FIPS (state, county, and place) and agency type/subtype. If an agency has used a different FIPS code in the past, check to make sure the FIPS code is the same as in this data.<br><br>
description: Smallest Geographic Unit: City
description: self-enumerated questionnaire;
DOI: 10.3535/8h0-2vk-w2j
title: Conus recluzianus Bernardi, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bf6-vx5-z8c
title: Rhinoclavis sordidula (A. Gould, 1849)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zy2-ldn-saa
title: Clithon oualaniense (Lesson, 1831)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zyq-ywf-tjc
title: Patella depressa Pennant, 1777

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fbn-b7l-9ks
title: Terebra cingulifera Lamarck, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vm9-ne9-jf7
title: Propilidium exiguum (W. Thompson, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h9q-p29-4x6
title: Carditamera gracilis (Shuttleworth, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qh2-ezc-bfn
title: Conus textile Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yb5-5aj-602
title: Turbonilla pupoides (A. d'Orbigny, 1841)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znb-7c1-k92
title: Nassarius graphiterus (Hombron & Jacquinot, 1848)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1s7-6ex-b0c
title: Monodonta nebulosa (Forsskål, 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mb2-ate-j9y
title: Pterygia dactylus (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3886/e105583v5
title: Apparent Per Capita Alcohol Consumption: National, State, and Regional Trends 1977-2018

description: <b>Version 5 release notes:</b>Changes release notes description, does not change data.<b>Version 4 release notes: <b><br></b></b>Adds 2018 data.<b></b><b></b>Please note that this file has some revisions on the pre-2018 data because the report changed those values, not due to any changes in my code. <b><b><br></b></b><b>Version 3 release notes: <b><br></b></b><b></b>Adds 2017 data<b><b>.<br></b></b><b>Version 2 release notes: <br></b>Makes columns showing the number of beers, glasses of wine, shots of liquor, and total drinks consumed based on the amount of ethanol consumed for each category that was already included.<b><br></b><br>This data set contains the per capita (persons aged 14+) consumption of ethanol (in gallons) for each state, Washington D.C., and totals for census regions and the United States as a whole, for the years 1977-2018. This includes total ethanol consumed as well as consumption by three categories: beer, wine, and shots of liquor ("spirits"). The PDF includes a method to convert the ethanol variables into total drinks of each type. I used this method to create columns for how many beers, glasses of wine, shots of liquor, and total drinks were consumed.<br><br>The PDF doesn't say how many ounces of fluid is in each drink type (except for the number_of_drinks_total variable) so I used the information provided by the National Institute on Alcohol Abuse and Alcoholism here - https://www.niaaa.nih.gov/alcohol-health/overview-alcohol-consumption/what-standard-drink. Please note that the number_of_drinks_total variable is based on the conversion formula provided, not by adding the individual drink categories together and therefore will be slightly different than that way of measuring it. <br><br><b>This data comes from a report by Dr. Megan E. Slater and </b><b>Dr. Hillel R. Alpert at the National Institute on Alcohol Abuse and Alcoholism (downloaded here </b><b>https://pubs.niaaa.nih.gov/publications/surveillance115/CONS18.htm</b><b>)</b><b>. That report is one of the files available to download and is included as it explains the methodology the two authors used for the data. I am not affiliated with the original report at all. If you do use this data please also cite the original report.</b><br><br>When using this data consider that it is rate per capita (persons aged 14+) based on the population in that state so states that experience lots of visitors (e.g. Nevada and Washington D.C.) may have incorrect numbers. <br><br>
description: Persons aged 14 and over living in the United States<br>. Smallest Geographic Unit: State, Region, Country
DOI: 10.3535/19j-yp5-ywa
title: Haliotis tuberculata tuberculata Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fvr-bwj-3ln
title: Conus aplustre Reeve, 1843

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/278-gqx-w03
title: Tritia reticulata (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nef-y0b-wv0
title: Conus exiguus Lamarck, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k4c-a6k-ft8
title: Hexaplex kuesterianus (Tapparone Canefri, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0bp-06g-z8p
title: Strigilla gabbi Olsson & McGinty, 1958

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mww-rnv-nfg
title: Nassarius kraussianus (Dunker, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/axx-t4x-yky
title: Ficus variegata Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sle-dw1-azg
title: Bullia mozambicensis E. A. Smith, 1878

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.