cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/j5e-gtb-nns
title: Bittium lactescens (Jeffreys, 1867)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6b9-qm6-34l
title: Cerithiidae J. Fleming, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cab-j3s-a3p
title: Gyroscala commutata (Monterosato, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v60-8dx-xv1
title: Eulimidae R. A. Philippi, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l0p-tmq-jlj
title: Talassia Warén & Bouchet, 1988

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t03-prj-815
title: Conus ebraeus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f03-j1v-x8x
title: Palmadusta asellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n60-gf9-z0h
title: Caecum clarkii P. P. Carpenter, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6f6-mta-vhk
title: Euthria cornea (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z6h-gla-3k2
title: Nassa francolinus (Bruguière, 1789)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ma1-fkl-47f
title: Atlanta inflata J. E. Gray, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mfe-emb-e66
title: Tonna perdix (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.34740/kaggle/dsv/12759922
title: Egypt Gold Prices | Daily Updated
DOI: 10.3535/2cl-q2c-awz
title: Lyncina lynx (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hff-tcz-gkl
title: Lyncina carneola (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5kf-h72-sqj
title: Nodulus contortus (Jeffreys, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rdv-rqg-9vb
title: Lyncina vitellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5rx-5g2-jlm
title: Macrocypraea zebra (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/05e-ym4-hxd
title: Eatonina fulgida (J. Adams, 1797)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/znc-nln-2yx
title: Tricolia azorica (Dautzenberg, 1889)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/faa-9v1-sgy
title: Zebina paivensis (R. B. Watson, 1873)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wj7-t9w-9ex
title: Mieniplotia scabra (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q0y-6rb-ayp
title: Gyroscala commutata (Monterosato, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w7n-s87-w9q
title: Caecum clarkii P. P. Carpenter, 1859

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wr6-r61-akm
title: Triphoridae J. E. Gray, 1847

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zy5-fkv-dgf
title: Janthina janthina (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4a0-gej-v3m
title: Notocochlis gualteriana (Récluz, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m2z-9ek-cp3
title: Parastrophia de Folin, 1869

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r5y-gcn-cma
title: Bittium reticulatum (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/97d-nt6-fj3
title: Palmadusta lutea (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xtw-fn7-tc1
title: Barbatia obliquata (W. Wood, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m9l-800-bw7
title: Lyncina carneola (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rhk-tfx-l2w
title: Erronea caurica (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7jn-fx1-trn
title: Monetaria caputserpentis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9c1-rhv-pjt
title: Monetaria annulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bd1-je9-5gx
title: Terebralia sulcata (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1ya-j99-p47
title: Planaxidae J. E. Gray, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/djq-8zk-lxa
title: Alvania subcalathus Dautzenberg & H. Fischer, 1906

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w53-z7k-a7g
title: Ranellidae Gray, 1854

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/500-lgf-8k2
title: Euspira nitida (Donovan, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f6c-alt-lg2
title: Tonna tessellata (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1s5-qg1-w6l
title: Argobuccinum pustulosum ([Lightfoot], 1786)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/76b-tss-bg8
title: Bittiolum varium (L. Pfeiffer, 1840)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ke-73e-wba
title: Gibberulus gibberulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cdt-1mv-xdl
title: Tornus subcarinatus (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kv2-zws-g0y
title: Nodulus contortus (Jeffreys, 1856)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fgz-y9f-79a
title: Mauritia eglantina (Duclos, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/smy-j92-c7t
title: Pusillina inconspicua (Alder, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5kc-qes-qfv
title: Canarium urceus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ggc-deg-fps
title: Canarium mutabile (Swainson, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wx2-nme-654
title: Palmadusta asellus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yz1-rtb-5k5
title: Bittium latreillii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5c4-wgf-6wt
title: Cerithium traillii G. B. Sowerby II, 1855

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k8p-mn3-32z
title: Eulimidae R. A. Philippi, 1853

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3fs-x31-92n
title: Bittium reticulatum (da Costa, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/e7b-m00-kt6
title: Melanoides tuberculata (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6me-wt8-lpn
title: Distorsio anus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zdf-wgj-4ef
title: Tornidae Sacco, 1896 (1884)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xcb-f6h-q51
title: Lyncina carneola (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ns-szl-b58
title: Vermetidae Rafinesque, 1815

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rn8-pkv-1s5
title: Metaxia metaxa (Delle Chiaje, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/902-1yw-vhv
title: Eatonina fulgida (J. Adams, 1797)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y8r-e0b-v6r
title: Pedicularia sicula Swainson, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/peh-csh-b9m
title: Triphora Blainville, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/q41-2de-3x5
title: Columbellidae Swainson, 1840

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pkp-j0m-a2t
title: Dolichupis leucosphaera (F. A. Schilder, 1931)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rnx-72z-899
title: Galeodea echinophora (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aqb-134-8v9
title: Cerithiopsis tubercularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qpa-ck4-w06
title: Cerithiella insignis (Jeffreys, 1885)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7cy-jtv-4h4
title: Bittium nanum (Mayer, 1864)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/asf-1b8-l4b
title: Triphora Blainville, 1828

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/w42-fsl-c98
title: Tonna lischkeana (Küster, 1857)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1n0-p72-yfg
title: Laevistrombus canarium (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/94k-nnc-zx4
title: Pachymelania fusca (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2q9-tkp-xjm
title: Bostrycapulus calyptraeiformis (Deshayes, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/69q-5yw-7kk
title: Naria helvola (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jny-mwv-tdy
title: Crepidula Lamarck, 1799

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/n65-qx8-rck
title: Canarium mutabile (Swainson, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z2f-5s5-drs
title: Cerithiidae J. Fleming, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/99x-w91-0rk
title: Gibberulus albus (Mörch, 1850)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cr6-c8k-8ed
title: Bittium latreillii (Payraudeau, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ts2-0cn-kmg
title: Neodilatilabrum succinctum (Linnaeus, 1767)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xz7-ldq-skb
title: Gibberulus gibbosus (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/20n-y2x-lja
title: Dulcerana granularis (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8c8-5bf-xa5
title: Rissoa monodonta R. A. Philippi, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/68a-h8j-r02
title: Janthina globosa Swainson, 1822

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/plp-wlg-ggl
title: Tanea undulata (Röding, 1798)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4vz-eg0-gd9
title: Pisania striata (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7za-d1z-pnq
title: Calyptraeidae Lamarck, 1809

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l0x-nc8-xe7
title: Dominus labiosus (W. Wood, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/lvy-k7p-esp
title: Ocenebra erinaceus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mhd-8y3-50v
title: Metaxia metaxa (Delle Chiaje, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5p6-zra-sge
title: Conomurex fasciatus (Born, 1778)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mzr-8lt-02y
title: Monetaria moneta (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cak-81l-pal
title: Eatonina martae Rolán & Templado, 1993

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5x9-3jc-1g7
title: Lambis scorpius (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tmz-919-wl0
title: Tonna tessellata (Lamarck, 1816)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/02g-qmt-khn
title: Casmaria erinaceus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1yf-3st-460
title: Modulus modulus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vdq-vd9-8qt
title: Phrontis alba (Say, 1826)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cc2-n09-0sa
title: Clavus Montfort, 1810

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qj4-0sa-jcc
title: Turridae H. Adams & A. Adams, 1853 (1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d8v-nd9-gtr
title: Strombina pulcherrima (G. B. Sowerby I, 1832)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ys3-dce-sew
title: Conus ventricosus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ccb-9jx-d1f
title: Oxymeris areolata (Link, 1807)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/aca-kgc-b7e
title: Haedropleura septangularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c0k-wna-0lx
title: Conus taeniatus Hwass, 1792

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0bt-gmv-ka2
title: Architectonica perspectiva (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/abz-3dz-86c
title: Spiralina spiralis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3dk-r9f-3yc
title: Stagnicola palustris (O. F. Müller, 1774)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xz3-zf3-32a
title: Granulina Jousseaume, 1888

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7fp-s31-4am
title: Ancilla castanea (G. B. Sowerby I, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2gt-bvj-kxt
title: Manupecten pesfelis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wv7-n4d-t6r
title: Agaronia acuminata (Lamarck, 1811)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1cv-kn2-sma
title: Alvania cimicoides (Forbes, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qv3-rhq-sbk
title: Kellia suborbicularis (Montagu, 1803)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/99m-9x0-08z
title: Heliacus variegatus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yek-m35-zj2
title: Tritia corniculum (Olivi, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ccn5ph
title: Occurrence Download

description: A dataset containing 2058 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rufirallus castaneiceps)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 2058 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006218-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/7x3-81b-mjr
title: Bela zonata (Locard, 1891)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/55n-7c8-r0n
title: Turridae H. Adams & A. Adams, 1853 (1838)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m8e-qgl-pjf
title: Odostomia J. Fleming, 1813

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.grc3e4
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Linaria spartea",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011313-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2fzwjty3jc.1
title: Underlying Nutritional Life Cycle Assessment (nLCA) inventory data applicable to an Indonesian case study of the Nutritional Value Score (NVS)

description: The Excel file presented here provides metadata as well as explanatory notes for a study which explores the nexus of environmental impacts and nutritional provision (and quality) for staple foods commonly consumed in Indonesia. The dataset herein offers complete transparency of, e.g., processes used (or indeed adapted) from widely used Life Cycle Assessment databases such as Agri-footprint and Ecoinvent, as well as assumptions made related to cooking yields, waste streams, packaging used, data quality, and normalised scores to provide viewers with a visual reference to which foods' supply chain stages are most impactful, thus complementing both an original research article and a data article which this dataset will be linked to via DOI citations. Please see the notes tab in the attached for more information.
DOI: 10.17632/wky292935t.2
title: Codes and data for the article “How do disadvantaged children and parents form expectations of their adult education and occupations? Evidence from Baltimore”, Journal of Economics, Race, and Policy, revise and resubmit (version 2).

description: These codes and data help to replicate all the empirical analysis in the article. The files also include the 2 appendices to the article, appendix A with summary tables, appendix B with robustness checks for the regressions such as heterogeneity across school levels and Blundell-Bond GMM regressions.

If you use any of these codes and datasets, please cite these both sources:
Madeira, C. (2025), “How do disadvantaged children and parents form expectations of their adult education and occupations? Evidence from Baltimore”, Journal of Economics, Race, and Policy, forthcoming.
This research used the The Beginning School Study, 1982--2002 (Log# 01293) dataset (made accessible in 2004, numeric data files). These data were collected by Karl L. Alexander and Doris R. Entwisle and are available through the Henry A. Murray Research Archive of the Institute for Quantitative SocialScience at Harvard University, Cambridge, Massachusetts (Producer and Distributor).
DOI: 10.17632/wky292935t.1
title: Codes and data for the article “How do disadvantaged children and parents form expectations of their adult education and occupations? Evidence from Baltimore”, Journal of Economics, Race, and Policy, revise and resubmit.

description: These codes and data help to replicate all the empirical analysis in the article. The files also include the 2 appendices to the article, appendix A with summary tables, appendix B with robustness checks for the regressions such as heterogeneity across school levels and Blundell-Bond GMM regressions.

If you use any of these codes and datasets, please cite these both sources:
Madeira, C. (2025), “How do disadvantaged children and parents form expectations of their adult education and occupations? Evidence from Baltimore”, Journal of Economics, Race, and Policy, forthcoming.
This research used the The Beginning School Study, 1982--2002 (Log# 01293) dataset (made accessible in 2004, numeric data files). These data were collected by Karl L. Alexander and Doris R. Entwisle and are available through the Henry A. Murray Research Archive of the Institute for Quantitative SocialScience at Harvard University, Cambridge, Massachusetts (Producer and Distributor).