cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/2wrnb
title: Council; Council Files September 22, 1843, Case of Isaac Leavitt, GC3/series 378, Petition of John Bailey

description: &lt;p&gt;Petition subject: Execution case &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:12232920"&gt;http://nrs.harvard.edu/urn-3:FHCL:12232920&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: New Bedford &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;John Bailey&lt;/li&gt;&lt;li&gt;Sarah M. Farland&lt;/li&gt;&lt;li&gt;Robert Parker&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 262 &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 182 &lt;/p&gt; &lt;p&gt;Female signatures: 44 &lt;/p&gt; &lt;p&gt;Unidentified signatures: 36 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: inhabitants, [males of color], [females of color], ["others"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Manuscript &lt;/p&gt; &lt;p&gt;Signatory column format: not column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: Isaac Leavitt; Captain &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: Governor Council Files, September 22, 1843, Case of Isaac Leavitt &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/fmrap
title: House Unpassed Legislation 1859, rejected, SC1/series 230, Petition of Francis H. Dawes

description: &lt;p&gt;Petition subject: Against the rendition of fugitive slaves &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:11029852"&gt;http://nrs.harvard.edu/urn-3:FHCL:11029852&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Cummington &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Dawes, Cummington, Ms.; Spencer Shaw, Cummington; committee on federal relations &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Francis H. Dawes&lt;/li&gt;&lt;li&gt;Maria E. Bartlett&lt;/li&gt;&lt;li&gt;Mercy B. Dawes&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1859-02-05,1859-02-07 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the House on February 5, 1859 and referred to the committee on federal relations and sent for concurrence and received in the Senate on February 7, 1859 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 16 &lt;/p&gt; &lt;p&gt;Legislative action summary: Received, referred, sent, received, concurred &lt;/p&gt; &lt;p&gt;Legal voter signatures (males not identified as non-legal): 12 &lt;/p&gt; &lt;p&gt;Female signatures: 4 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizens, [females], ["others"] &lt;/p&gt; &lt;p&gt;Prayer format was &lt;a href="http://en.wikipedia.org/wiki/Printing"&gt;printed&lt;/a&gt; vs. &lt;a href="http://en.wikipedia.org/wiki/Manuscript"&gt;manuscript&lt;/a&gt;: Printed &lt;/p&gt; &lt;p&gt;Signatory column format: column separated &lt;/p&gt; &lt;p&gt;Additional non-petition or unrelated documents available at archive: no additional documents &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1859, rejected &lt;/p&gt; &lt;p&gt;Acknowledgements: Supported by the National Endowment for the Humanities (PW-5105612), Massachusetts Archives of the Commonwealth, Radcliffe Institute for Advanced Study at Harvard University, Center for American Political Studies at Harvard University, Institutional Development Initiative at Harvard University, and Harvard University Library.&lt;/p&gt;
DOI: 10.7910/dvn/kciado
title: Replication Data for: Identifying Voter Preferences for Politicians' Personal Attributes: A Conjoint Experiment in Japan

description: Although politicians' personal attributes are an important component of elections and representation, few studies have rigorously investigated which attributes are most relevant in shaping voters' preferences for politicians, or whether these preferences vary across different electoral system contexts. We investigate these questions with a conjoint survey experiment using the case of Japan's mixed-member bicameral system. We find that the attributes preferred by voters are not entirely consistent with the observed attributes of actual politicians. Moreover, voters' preferences do not vary when asked to consider representation under different electoral system contexts, whereas the observed attributes of politicians do vary across these contexts. These findings point to the role of factors beyond voters' sincere preferences, such as parties' recruitment strategies, the effect of electoral rules on the salience of the personal vote, and the availability of different types of politicians, in determining the nature of representation.
DOI: 10.7910/dvn/vmwywj
title: Replication Data for: Orphans and Schooling in Africa: A Longitudinal Analysis

description: AIDS deaths could have a major impact on economic development by affecting the human capital accumulation of the next generation. We estimate the impact of parent death on primary school participation using an unusual five-year panel data set of over 20,000 Kenyan children. There is a substantial decrease in school participation following a parent death and a smaller drop before the death (presumably due to pre-death morbidity). Estimated impacts are smaller in specifications without individual fixed effects, suggesting that estimates based on cross-sectional data are biased toward zero. Effects are largest for children whose mothers died and, in a novel finding, for those with low baseline academic performance.
DOI: 10.7910/dvn/cktazx
title: SBIR - STTR Data and Code for Collecting Wrangling and Using It

description: Data set consisting of data joined for analyzing the SBIR/STTR program. Data consists of individual awards and agency-level observations. The R and python code required for pulling, cleaning, and creating useful data sets has been included. 

Allard_Get and Clean Data.R
This file provides the code for getting, cleaning, and joining the numerous data sets that this project combined. This code is written in the R language and can be used in any R environment running R 3.5.1 or higher. If the other files in this Dataverse are downloaded to the working directory, then this Rcode will be able to replicate the original study without needing the user to update any file paths. 

Allard SBIR STTR WebScraper.py
This is the code I deployed to multiple Amazon EC2 instances to scrape data o each individual award in my data set, including the contact info and DUNS data. 

Allard_Analysis_APPAM SBIR project 
Forthcoming 

Allard_Spatial Analysis
Forthcoming

Awards_SBIR_df.Rdata
This unique data set consists of 89,330 observations spanning the years 1983 - 2018 and accounting for all eleven SBIR/STTR agencies. This data set consists of data collected from the Small Business Administration's Awards API and also unique data collected through web scraping by the author. 

Budget_SBIR_df.Rdata
246 observations for 20 agencies across 25 years of their budget-performance in the SBIR/STTR program. Data was collected from the Small Business Administration using the Annual Reports Dashboard, the Awards API, and an author-designed web crawler of the websites of awards. 

Solicit_SBIR-df.Rdata
This data consists of observations of solicitations published by agencies for the SBIR program. This data was collected from the SBA Solicitations API. 

Primary Sources
Small Business Administration. “Annual Reports Dashboard,” 2018. https://www.sbir.gov/awards/annual-reports.

Small Business Administration. “SBIR Awards Data,” 2018. https://www.sbir.gov/api.

Small Business Administration. “SBIR Solicit Data,” 2018. https://www.sbir.gov/api.
DOI: 10.7910/dvn/i0aer9
title: Ethnically biased? Experimental Evidence from Kenya

description: Ethnicity has been shown to shape political, social, and economic behavior in Africa, but the underlying mechanisms remain contested. We utilize lab experiments to isolate one mechanism—an individual’s bias in favor of coethnics and against non-coethnics—that has been central in both theory and in the conventional wisdom about the impact of ethnicity. We employ an unusually rich research design involving a large sample of 1300 participants from Nairobi, Kenya; the collection of multiple rounds of experimental data with varying proximity to national elections; within-lab priming conditions; both standard and novel experimental measures of coethnic bias; and an implicit association test (IAT). We find very little evidence of an ethnic bias in the behavioral games, which runs against the common presumption of extensive coethnic bias among ordinary Africans and suggests that mechanisms other than a coethnic bias in preferences must account for the associations we see in the region between ethnicity and political, social, and economic outcomes.
DOI: 10.15468/dl.3vz6gg
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Geophagus megasema)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 62 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025424-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.capmwv
title: Occurrence Download

description: A dataset containing 304 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Pachydactylus bicolor"
 ]
}

 The dataset includes 304 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025426-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cg2cqk
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Porthidium arcosae"
 ]
}

 The dataset includes 254 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003760-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.245eag
title: Occurrence Download

description: A dataset containing 320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Porthidium dunni"
 ]
}

 The dataset includes 320 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003761-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.dz08kps44
title: Data from: Vertically inherited microbiota and environment modifying behaviors conceal genetic variation in dung beetle life history

description: Diverse organisms actively manipulate their (sym)biotic and physical
 environment in ways that feedback on their own development. However, the
 degree to which these processes affect microevolution remains poorly
 understood. The gazelle dung beetle both physically modifies its
 ontogenetic environment and structures its biotic interactions through
 vertical symbiont transmission. By experimentally eliminating i) physical
 environmental modifications, and ii) the vertical inheritance of microbes,
 we assess how environment modifying behavior and microbiome transmission
 shape heritable variation. We found that depriving larvae from symbionts
 and environment modifying behaviors increased additive genetic variance
 and heritability for development time but not body size. This suggests
 that larvae’s ability to manipulate their environment has the potential to
 modify heritable variation and to facilitate the accumulation of cryptic
 genetic variation. This cryptic variation may become released and
 selectable when organisms encounter environments that alter the degree to
 which they can be manipulated. Furthermore, we found heritable variation
 for the response to the elimination of environmental modifications,
 indicating that genotypes differ in their dependence on the ability to
 manipulate their environment. Our findings highlight that the ability of
 organisms to actively manipulate their environment may affect the
 potential of populations to evolve when encountering novel, stressful
 conditions.
description: # Vertically inherited microbiota and environment modifying behaviors
 conceal genetic variation in dung beetle life history
 [https://doi.org/10.5061/dryad.dz08kps44](https://doi.org/10.5061/dryad.dz08kps44) This dataset contains information on the genetic relatedness of individuals (sire and dam), hatching success (binary variable where 1 indicates that eggs hatched into larvae), larval survival (binary variable where 0 indicates that individuals did not survive), as well as adult life history (development time [in days] and body size [measured as pronotum width in mm]). Missing data are indicated by 'NA'.
DOI: 10.15468/dl.x8fdma
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bothrops dunni"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003762-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5869qk
title: Occurrence Download

description: A dataset containing 228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agonopsis chiloensis",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLatitude is less than 90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2014"
 ]
}

 The dataset includes 228 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003763-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26008/1912/bco-dmo.940112.2
title: Winter survey data from Lake Erie from Oct 2023 to May 2024

description: This dataset includes winter survey data from Lake Erie collected on SAR Erie Guardian, USCGC Morro Bay, USCGC Neah Bay, CCGS Griffon, CCGS Samuel Risley, MV Vigilant from October 2023 to May 2024. The survey includes environmental observations, physico-chemical data, chlorophyll, total and dissolved nutrients, plankton taxonomic classification, and cell abundance. The Lake Erie Center for Fresh Waters and Human Health is a five-year, multi-institutional effort aimed at understanding the environmental factors and ongoing changes that influence the growth and toxicity of cyanobacterial harmful algal blooms (cHABs) in Lake Erie.
DOI: 10.15468/dl.naupg9
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Smilodon fatalis"
 ]
}

 The dataset includes 379 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003765-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.akyq4j
title: Occurrence Download

description: A dataset containing 112 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenolobium pulcherrimum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 112 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003764-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31171423
title: Supplementary Material for: Simultaneous Branch Retinal Artery and Central Retinal Vein Occlusions Following Blood Transfusion in a Young Man: A Case Report

description: This report describes a rare case of simultaneous branch retinal artery occlusion (BRAO) and central retinal vein occlusion (CRVO) shortly after blood transfusion in a young man.
A 20-year-old man presented with sudden loss of vision unilaterally shortly following a blood transfusion for anemia. A thorough eye checkup, fundus photography, and optical coherence tomography were conducted. The fundoscopic examination showed features suggestive of BRAO and CRVO in the right eye. Imaging revealed involvement of both vessels. Furthermore, systemic workup showed no contributory findings except for recent transfusion history.
The patient was treated with ocular decompression, anticoagulation, and hyperbaric oxygen therapy. Despite treatment, visual recovery was incomplete.
Post-transfusion concurrent BRAO and CRVO are rare, and vision-threatening events are likely linked to transient hyperviscosity or microemboli, underscoring the requirement for prompt management and larger studies to confirm this association.
DOI: 10.6084/m9.figshare.31171423.v1
title: Supplementary Material for: Simultaneous Branch Retinal Artery and Central Retinal Vein Occlusions Following Blood Transfusion in a Young Man: A Case Report

description: This report describes a rare case of simultaneous branch retinal artery occlusion (BRAO) and central retinal vein occlusion (CRVO) shortly after blood transfusion in a young man.
A 20-year-old man presented with sudden loss of vision unilaterally shortly following a blood transfusion for anemia. A thorough eye checkup, fundus photography, and optical coherence tomography were conducted. The fundoscopic examination showed features suggestive of BRAO and CRVO in the right eye. Imaging revealed involvement of both vessels. Furthermore, systemic workup showed no contributory findings except for recent transfusion history.
The patient was treated with ocular decompression, anticoagulation, and hyperbaric oxygen therapy. Despite treatment, visual recovery was incomplete.
Post-transfusion concurrent BRAO and CRVO are rare, and vision-threatening events are likely linked to transient hyperviscosity or microemboli, underscoring the requirement for prompt management and larger studies to confirm this association.
DOI: 10.15468/dl.kuk978
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodostrophia cretacaria"
 ]
}

 The dataset includes 26 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003766-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3f2vz5
title: Occurrence Download

description: A dataset containing 93345 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cattleya"
 ]
}

 The dataset includes 93345 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003699-260126135527185/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.dfn2z3584
title: Trophic level influences larval shortbelly rockfish (Sebastes jordani) development

description: Identifying the factors influencing fish recruitment is critical for
 fishery management, and failure to do so can have major ecological and
 economic consequences. Many hypotheses over the past century have been
 proposed, and the recently postulated Trophic Efficiency in Early Life
 (TEEL) hypothesis argues that a shorter food chain length can result in
 more efficient energy transfer from primary producers to young fishes,
 thereby increasing growth rate and larval condition, reducing early-life
 mortality and ultimately leading to a stronger recruitment cohort. To test
 this hypothesis, we analyzed the trophic position (TP) through
 compound-specific isotopic analysis of amino acids, as well as otolith
 microstructure and stomach content of larval shortbelly rockfish (Sebastes
 jordani). Results show larval rockfish that ate lower TP prey were both
 heavier and faster growing. This suggests the trophic characteristics of
 early life diet are critical to larval survival, and provide evidence in
 support of the TEEL hypothesis.
description: # Trophic Efficiency Facilitates Larval Shortbelly Rockfish
 (<i>Sebastes jordani</i>) Development
 [https://doi.org/10.5061/dryad.dfn2z3584](https://doi.org/10.5061/dryad.dfn2z3584) Identifying the factors influencing fish recruitment is critical for fishery management, but despite 109 years of research, our understanding on the factors controlling fish recruitment remain incomplete. This study showcases that when larval fish consume lower trophic level prey, they are heavier and faster growing. This supports the Trophic Efficiency in Early Life (TEEL) hypothesis which postulates a shorter food chain length (FCL) result in more efficient energy transfer from primary producers to young fishes, and contribute to fish recruitment. ## Description of the data and file structure Data are saved as CSV files. **S.jord_All_Revised** ID = fish ID station = CalCOFI line_station year = year sampled during CalCOFI cruise TP_group1 = low or high TP group size_cm = total length of larva weight_mg = total dry weight of larva TP_Glu_Phe = CSIA-AA Trophic Position Glu_Phe = δ15NGlu-Phe Phe = δ15NPhe agecap = age of fish radcap = total area of otolith rad1 = otolith core (nuclear width) last3.y = area of last 3 otolith increments last2.y = area of last 2 otolith increments rad2 = cumulative increment area of rad1 + rad2 rad3 = cumulative increment area of rad1 + rad2 + rad3 (and so on) Note: NA's denotes not applicable; a 1-day old fish will not have rad2, rad3 ... (or any subsequent ring information). **S. jord.increments_Revised** ID = fish ID IDnum = unique fish ID dataset Ring = Ring Number Inc_width = cumulative area of increments (e.g. Ring 3 = rad1 + rad2 + rad3) TP = CSIA-AA Trophic Position Glu+Phe = δ15NGlu-Phe Phe = δ15NPhe