cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3886/e193216
title: Code for "Early Career Paths of Economists Inside and Outside of Academia"

description: Economics job candidates face considerable professional and financial uncertainties when deciding between academic and nonacademic career paths. Using novel panel data, we provide a broad picture of PhD economists’ early career mobility and earnings growth – both in and outside of academia. We find that academic jobs have fallen to just over half of US placements, with growing shares in tech, consulting, and government. We document considerable early career job mobility and higher earnings growth among job changers, private-sector economists, and men. We also find an earnings premium for graduates of top-ranked PhD programs that grows over early career years in academia while shrinking in the private sector. These different earnings dynamics mean the opportunity cost (in terms of potential earnings) of remaining in academia is generally less for graduates of top-ranked programs, although there is significant dispersion in mid-career earnings among these academics.
description: Frame of analysis is economics PhDs granted by US institutions between 2001-2017, linked to earnings histories spanning 2000-2021. .
DOI: 10.3886/e193216v1-162841
title: Code for "Early Career Paths of Economists Inside and Outside of Academia"

description: Economics job candidates face considerable professional
and financial uncertainties when deciding between academic and nonacademic career
paths. Using novel panel data, we provide a broad picture of PhD economists’ early
career mobility and earnings growth – both in and outside of academia. We find
that academic jobs have fallen to just over half of US placements, with growing
shares in tech, consulting, and government. We document considerable early
career job mobility and higher earnings growth among job changers,
private-sector economists, and men. We also find an earnings premium for graduates
of top-ranked PhD programs that grows over early career years in academia while
shrinking in the private sector. These different earnings dynamics mean the opportunity
cost (in terms of potential earnings) of remaining in academia is generally less
for graduates of top-ranked programs, although there is significant dispersion
in mid-career earnings among these academics.
description: Frame of analysis is economics PhDs granted by US institutions between 2001-2017, linked to earnings histories spanning 2000-2021. .
DOI: 10.15468/dl.w85q8g
title: Occurrence Download

description: A dataset containing 31478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia heterophylla L."
 ]
}

 The dataset includes 31478 records from 681 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053900-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbzm2u
title: Occurrence Download

description: A dataset containing 33456 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Euphorbia hirta L."
 ]
}

 The dataset includes 33456 records from 684 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053906-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3r3ymj
title: Occurrence Download

description: A dataset containing 217918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Cucurbitales"
 ]
}

 The dataset includes 217918 records from 578 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005292-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/khetzc
title: msXL_322v_46_25.tif
DOI: 10.25346/s6eecgix/pobf8c
title: msXL_322v_31_24.tif
DOI: 10.25346/s6eecgix/z4lnso
title: RTIViewerSetup-1.1.0-x64.exe
DOI: 10.25346/s6eecgix/b188ip
title: RelightLab2024.11-macos.dmg
DOI: 10.25346/s6eecgix/bvrxfq
title: RelightLab2024.11-linux.AppImage
DOI: 10.25346/s6eecgix/p8igo2
title: README_ENG.txt
DOI: 10.25346/s6eecgix/07uf74
title: msXV_128r_65_47.tif
DOI: 10.25346/s6eecgix/5z3fa7
title: msXV_128r_65_46.tif
DOI: 10.25346/s6eecgix/msw4ch
title: msXV_128r_65_45.tif
DOI: 10.25346/s6eecgix/ei4cqv
title: msXV_128r_65_44.tif
DOI: 10.25346/s6eecgix/69wtcg
title: msXV_128r_65_43.tif
DOI: 10.15468/dl.hb98tj
title: Occurrence Download

description: A dataset containing 282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tacca leontopetaloides",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 282 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006703-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6eecgix/v6ubdz
title: msXV_128r_65_42.tif
DOI: 10.25346/s6eecgix/9h5i9k
title: msXV_128r_65_41.tif
DOI: 10.25346/s6eecgix/kdfmuv
title: msXV_128r_65_40.tif
DOI: 10.25346/s6eecgix/m0lgeq
title: msXV_128r_65_39.tif
DOI: 10.25346/s6eecgix/lb1kop
title: msXV_128r_65_38.tif
DOI: 10.25346/s6eecgix/xy6h4h
title: msXV_128r_65_37.tif
DOI: 10.25346/s6eecgix/z1vnnk
title: msXV_128r_47_36.tif
DOI: 10.25346/s6eecgix/q8nofx
title: msXV_128r_47_35.tif
DOI: 10.25346/s6eecgix/v9nedm
title: msXV_128r_47_34.tif
DOI: 10.13145/bacdive159881.20241212.9.2
title: Pseudoaeromonas paramecii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159881.20251217.10
title: Pseudoaeromonas paramecii

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159882.20241212.9.2
title: Hymenobacter bucti

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159882.20251217.10
title: Hymenobacter bucti

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159883.20250331.9.3
title: Solimonas fluminis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159883.20251217.10
title: Solimonas fluminis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159884.20240510.9
title: Pseudomonas tianjinensis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159884.20251217.10
title: Pseudomonas tianjinensis

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159885.20240510.9
title: Brevibacterium hankyongi

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159885.20251217.10
title: Brevibacterium hankyongi

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159886.20250331.9.3
title: Euzebya rosea Yin et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159886.20251217.10
title: Euzebya rosea Yin et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159887.20250331.9.3
title: Lactobacillus terrae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159887.20251217.10
title: Lactobacillus terrae

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159888.20250331.9.3
title: Rhizobium wuzhouense

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159888.20251217.10
title: Rhizobium wuzhouense

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159889.20241212.9.2
title: Actinomadura deserti

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159889.20251217.10
title: Actinomadura deserti

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159890.20250331.9.3
title: Thalassospira marina

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159890.20251217.10
title: Thalassospira marina

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159891.20250331.9.3
title: Pseudomonas fildesensis Pavlov et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159891.20251217.10
title: Pseudomonas fildesensis Pavlov et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159892.20241212.9.2
title: Streptococcus zalophi Volokhov et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159892.20251217.10
title: Streptococcus zalophi Volokhov et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159893.20241212.9.2
title: Actinomadura sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159893.20251217.10
title: Actinomadura sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159894.20241212.9.2
title: Actinomadura sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159894.20251217.10
title: Actinomadura sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159895.20241212.9.2
title: Actinomadura sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159895.20251217.10
title: Actinomadura sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159896.20250331.9.3
title: Rhizobium dioscoreae Ouyabe et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159896.20251217.10
title: Rhizobium dioscoreae Ouyabe et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159897.20250331.9.3
title: Adlercreutzia rubneri Stoll et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159897.20251217.10
title: Adlercreutzia rubneri Stoll et al. 2021

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159898.20241212.9.2
title: Vaginimicrobium propionicum Diop et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159898.20251217.10
title: Vaginimicrobium propionicum Diop et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159899.20250331.9.3
title: Planctomonas psychrotolerans Li et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159899.20251217.10
title: Planctomonas psychrotolerans Li et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159900.20241212.9.2
title: Pseudokineococcus galaxeicola Li et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159900.20251217.10
title: Pseudokineococcus galaxeicola Li et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159901.20241212.9.2
title: Hahyoungchilella caricis Kim and Lee 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159901.20251217.10
title: Hahyoungchilella caricis Kim and Lee 2019

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159902.20250331.9.3
title: Thermoactinomyces mirandus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159902.20251217.10
title: Thermoactinomyces mirandus

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159903.20250331.9.3
title: Acidiferrimicrobium australe Gonzalez et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159903.20251217.10
title: Acidiferrimicrobium australe Gonzalez et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive159904.20250331.9.3
title: Serinibacter arcticus Filippova et al. 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.3535/066-dzf-qrb
title: Nepheline

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/brq-s26-5ez
title: Sylvite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lg6-9lq-5kx
title: Augite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yca-f0r-y98
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.jwe2h3
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kuhnia eupatorioides L.",
 "Geometry POLYGON((-102 35, -91 35, -91 44, -102 44, -102 35))"
 ]
}

 The dataset includes 36 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008971-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ps5-evm-ejm
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/6vp-30y-qq0
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jjr-n8m-y6r
title: †Hallopora Bassler, 1911

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/n1e-x4r-3yw
title: †Bodywskites magniporus Bekker, 1921

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/dex-svt-dq0
title: Staurolite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/r99-52r-cya
title: Zircon

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/2cm-f2j-sxv
title: Thorite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/kag-5tn-fg0
title: Sulfur

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/r65-kkf-fzs
title: Malachite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/5gl-w0c-0d0
title: Sulfur

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/yyp-588-9cb
title: Ilvaite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vty-mmv-f06
title: Zircon

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/xnm-zt6-3sl
title: Topaz

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/12l-pe0-w5q
title: Garnet

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lxp-cte-m77
title: Topaz

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7dz-l74-es9
title: Cordierite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/av6-649-x4a
title: Datolite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/d67-j9k-n9r
title: Minerals

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/v66-1s8-f72
title: Enstatite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vz1-ztd-v13
title: Petalite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/4g9-177-av1
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/7yf-yav-l4x
title: Spinel

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/11q-rmw-rq2
title: Tourmaline

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/y87-0ll-qrt
title: Spinel

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/jxv-37c-k75
title: Ostracoda Latreille, 1802

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/w12-8ts-grn
title: Galena

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.15468/dl.qfzus7
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Brazil, Bolivia (Plurinational State of), Ecuador, Jamaica, Peru, Puerto Rico, Mexico, Venezuela (Bolivarian Republic of), Costa Rica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Frullanoides densifolia Raddi"
 ]
}

 The dataset includes 319 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008970-250325103851331/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hg9-day-aq7
title: Gold

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wg8-zzq-fxw
title: †Leptaena Dalman, 1828

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/f11-q5v-gk5
title: Senarmontite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/lrl-cnc-7sc
title: †Dicoelosia King, 1850

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/zg2-7v2-3g0
title: Bornite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/0rf-s34-rng
title: Dolomite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/qk8-8yy-8sk
title: Delessite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/d62-cx5-y6r
title: Mollusca

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/wrp-hqg-9s0
title: Muscovite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/egm-d63-m4w
title: Muscovite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/vvr-fa6-x38
title: Muscovite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/b5d-gb3-g8y
title: †Subulites Emmons, 1842

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.
DOI: 10.3535/1nq-ddn-ene
title: Kyanite

description: Digital Specimen for the physical specimen hosted at Tallinn University of Technology.