cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15151/esrf-es-2019956178
title: FInnish National Protein Crystallography Consortium

description: The Finnish BAG encompasses 24 groups active in crystallography in Finland. The projects vary widely and include membrane proteins and protein complexes, other proteins involved in disease and antibiotics and drug development and discovery (ADP-ribosylation and several oncogenic proteins including kinases, biocatalysis, endoplasmic regulation and protein secretion) and several pathogen proteins and various enzyme targets and e.g. studies on phytochrome photoreceptors and complexes involved in actin dynamics regulation as well as membrane protein targets. Overall the BAG serves the national needs for highly variable projects, with different biological and biotechnological applications. Several project will benefit from microfocus beam lines and tunable wavelength options, others benefit from quick robust screening by MASSIF.
DOI: 10.7910/dvn/rlr5ax
title: Environmental Justice Mapping and Screening Tool (EJScreen)

description: &lt;b&gt; Due to the size of the files, we have made zipped files of EJScreen available. Navigate to the tree view and find the folder titled "EJScreen Zipped Files." Select relevant files and download.&lt;/b&gt; 

Downloaded data from EPA's Environmental Justice Mapping and Screening Tool (EJScreen). As described by the Agency: "The tool offers EJ (2-factor) and supplemental (5-factor) indexes by combining environmental and socioeconomic indicators, using Census block groups as the basic geographic unit. The tool also provides a variety of powerful data and mapping capabilities that enable users to access environmental and demographic information across the entire country, at high spatial resolution, displayed in color-coded maps and standard data reports." [Quote from https://www.epa.gov/system/files/documents/2024-07/ejscreen-tech-doc-version-2-3.pdf].
description: <b> Due to the size of the files, we have made zipped files of EJScreen available. Navigate to the tree view and find the folder titled "EJScreen Zipped Files." Select relevant files and download.</b> 
EJScreen data was downloaded by Dylan Carlson Sirvent León on December 3rd, 2024. On January 23, 2025, Ana Martinez uploaded the USEPA EJScreen GitHub (https://github.com/USEPA/EJScreen) was cloned and added to this dataset. On January 28, 2025, Dylan Carlson Sirvent León uploaded the Environmental Justice Analysis Multisite Tool GitHub (https://github.com/USEPA/ejscreen-multisite-open).
DOI: 10.21233/2hp6-b613
title: Haleakalā Volcano 10J pollen surface sample dataset

description: Raw data for the Haleakalā Volcano 10J pollen surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/v8cxdq
title: Replication Data for: Rationed Fertility: Treatment Effect Heterogeneity in the Child Quantity-Quality Tradeoff

description: This is the replication package for "Rationed Fertility: Treatment Effect Heterogeneity in the Child Quantity-Quality Tradeoff" accepted in 2025 by the Journal of Political Economy.
DOI: 10.7910/dvn/5f2gcp
title: Vegetation Analysis

description: Python code files for completing random forest vegetation modeling and analysis
DOI: 10.7910/dvn/ddsv4x
title: Complexity and behaviour in Leptothorax ants

description: Ants in your kitchen are chaotic? Find many other interesting questions in this free book!
Social behaviour in ants of the genus Leptothorax is reviewed. Attention is paid to the existence of collective robust periodic oscillations in the activity of ants inside the nest. It is known that those oscillations are the outcome of the process of short-distance interactions among ants and that the activity of individual workers is not periodic. Isolated workers can activate spontaneously in an unpredictable fashion. A model of an artificial society of computer automata endowed with the basic behavioural traits of Leptothorax ants is presented and it is demonstrated that collective periodic oscillations in the activity domain can exist as a consequence of interactions among the automata. It is concluded that those oscillations are generic properties common to both natural and artificial social complex systems. Are chaotic ativity of ants similar to the disordered activity of humans?
DOI: 10.7910/dvn/csa1il
title: Replication Data for: A Republic If You Can Afford It

description: These files support the analysis in our book A Republic If You Can Afford It: How Much Does It Cost to Run Elections. Please see the book and the codebook for the descriptions of the data
DOI: 10.7910/dvn/6kjhsn
title: Replication Data for: Mobilizing Domestic Support for International Vaccine Solidarity – Recommendations for Health Crisis Communication

description: Replication data and code for Leuffen, D, Mounchid, PM, Heermann, M & Koos, S. (2023). Mobilizing Domestic Support for International Vaccine Solidarity – Recommendations for Health Crisis Communication. npj:Vaccines
DOI: 10.7910/dvn/n2gx9w
title: Replication Data for: Legislative turnover in Latin America: introducing a new dataset and analyzing its temporal dynamics

description: Dataset, online appendix and replication files for the article "Legislative turnover in Latin America: introducing a new dataset and analyzing its temporal dynamics"
DOI: 10.7910/dvn/4unmyc
title: Data Cleaning and Analyses (R Notebook)

description: This file is an R Notebook file with code for loading and cleaning data and producing analyses/tables/figures for the paper "It's the Economy: The Effect of Economic Policy Appeals on Latino Independents" by Derek Wakefield
DOI: 10.7910/dvn/qvoldn
title: Replication Data for Crowdsourced Adaptive Surveys

description: Public opinion surveys are vital for informing democratic decision-making, but responding to rapidly evolving information environments and measuring beliefs within niche communities can be challenging for traditional survey methods. This paper introduces a crowdsourced adaptive survey methodology (CSAS) that unites advances in natural language processing and adaptive algorithms to generate question banks that evolve with user input. The CSAS method converts open-ended text provided by participants into survey items and applies a multi-armed bandit algorithm to determine which questions should be prioritized in the survey. The method's adaptive nature allows for the exploration of new survey questions, while imposing minimal costs in survey length. Applications in the domains of Latino information environments, national issue importance, and local politics showcase CSAS's ability to identify topics that might otherwise escape the notice of survey researchers. I conclude by highlighting CSAS's potential to bridge conceptual gaps between researchers and participants in survey research.
DOI: 10.7910/dvn/qrwquo
title: Replication data for: Stigma in Welfare Programs

description: Review of Economics and Statistics: Forthcoming.
description: Volume XX, Issue X
DOI: 10.7910/dvn/debmp9
title: Replication Data for: The Common Problem of Bad Controls in Tests of the Linguistic Savings Hypothesis

description: Languages encode the future differently, such that languages can be sorted into different types. Strong Future Time Reference (FTR) languages have an obligatory distinction between present and future, whereas weak FTR languages do not. The Linguistic Savings Hypothesis predicts this difference will affect people’s patience, perhaps because strong FTR languages make the future feel closer and more salient. Three recent articles have reported significant effects on individual patience as well as firm-level income smoothing and investment efficiency. However each paper appears to include controls which increase bias, rather than reduce it. In only one case can I reanalyse the data; fixing the problem leaves smaller and less significant effects. This problem does not affect all research on the Linguistic Savings Hypothesis, but the effects are not as large or widespread as previously reported.
DOI: 10.7910/dvn/rleuof
title: Replication Data for: "A Dynamic Forecast: An Evolving Prediction of the 2024 Presidential Election"

description: In this article, we build a model to predict the state-level results of the 2024 election.
We do so by using polling from similar points in past election cycles and by using the
results of the previous election. Notably, we update our model over time and the
coefficients of the two variables change- the model puts more weight on polling as the
election gets closer. As of September 1, 2024, we find that Kamala Harris is a narrow
favorite to win the 2024 election, with a 57 percent chance of doing so. Currently the
model predicts she will win 289 electoral votes to Trump's 249. However, there
remains significant uncertainty and the model will continue to update as the
election nears
DOI: 10.21233/yd0r-bg96
title: Gutian testate amoebae surface sample dataset

description: Raw data for the Gutian testate amoebae surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/hkobrk
title: Replication data for "Early life seizures chronically disrupt L-type voltage gated calcium channel regulation of mGluR mediated long term depression via interactions with protein phosphatase 2A"

description: Data associated with "Early life seizures chronically disrupt L-type voltage gated calcium channel regulation of mGluR mediated long term depression via interactions with protein phosphatase 2A"
description: sigmaplot files of electrophysiology data from WINLTP. includes statistical analyses. western blot raw data and analyses in sigmaplot.
DOI: 10.7910/dvn/npfid3
title: Soil analysis and survey data for selected farms in western Kenya under annual and perennial cropping system.

description: The data shows soil and survey data for selected farms in Busia,  Siaya, Busia, Vihiga, Kisumu and Homabay in western Kenya. The data contains soil texture, bulk density, pH, carbon, nitrogen and aggregate stability in maize and plots under forage for more than five years. The survey data shows the management and yield of the two cropping systems. The data was collected in November and December of 2023 and analyzed in 2024.
DOI: 10.7910/dvn/6mjqxb
title: A13_25979.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/83a7a70c-3e1b-4b20-b8e7-e8ef50c2546a'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/83a7a70c-3e1b-4b20-b8e7-e8ef50c2546a
DOI: 10.7910/dvn/dniwoa
title: Replication Data for: NCDOT Highway Contract Bid Price Predictions

description: Contains raw NCDOT Contract Excel files downloaded from publicly available NCDOT website and parsed CSV files used for model.
description: Project Github: https://github.com/czhurdlespeed/HighwayBidPricePrediction
DOI: 10.7910/dvn/qzkb0h
title: Appearance of instinctive characteristics- Step 1

description: This article constitutes the introductory section of a comprehensive research study. The first installment has been published in six languages—English, French, Persian, German, Spanish, and Arabic—and is available on the official website of the Andishe Online Germany (AOG) research institute. Subsequent volumes of this study will be published in forthcoming editions.
In this paper, we outline a set of novel physical concepts related to the emergence of intrinsic properties and provide a preliminary explanation of the mechanisms underlying their operation at both the quantum and material levels.
DOI: 10.7910/dvn/hftv7d
title: MLSC-BEDLUS-741-Annotations

description: This dataset includes annotations for bedside lung ultrasound exams from 741 patients, comprising 6,654 clips/DICOM series, who visited the Emergency Department at Massachusetts General Brigham Hospital in Boston with symptoms indicative of heart failure.
DOI: 10.7910/dvn/gn3yxy
title: Ub-Rho110Gly cleavage of Cdu1 variants

description: Ub-Rho110Gly cleavage of Cdu1 variants
DOI: 10.21233/jfzd-7k36
title: Lough Anulleb charcoal surface sample dataset

description: Raw data for the Lough Anulleb charcoal surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/6tzjjp
title: BertEnsemble

description: This dataset was originally taken from Kaggle and then modified for research purposes.
The modified datasets, test embeddings, and train embeddings generated during research are also provided along with the code.
DOI: 10.21233/eaer-1s94
title: Oak River water chemistry dataset

description: Raw data for the Oak River water chemistry dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/giwutd
title: Agriculture data

description: Agriculture data
DOI: 10.7910/dvn/roo21z
title: Extracted Data From: USGCRP Climate and Health Assessment

description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information &lt;br /&gt;&lt;br /&gt;

If you have questions about the underlying data stored here, please contact the U.S. Global Change Research Program at 
&lt;a href="mailto:Engagement@usgcrp.gov"&gt;Engagement@usgcrp.gov&lt;/a&gt;.
&lt;br /&gt; &lt;br /&gt;

&lt;blockquote&gt;"The purpose of this assessment is to provide a comprehensive, evidence-based, and, where possible, quantitative estimation of observed and projected climate change related health impacts in the United States. The USGCRP Climate and Health Assessment has been developed to inform public health officials, urban and disaster response planners, decision makers, and other stakeholders within and outside of government who are interested in better understanding the risks climate change presents to human health."&lt;/blockquote&gt; [Quote from https://health2016.globalchange.gov/about]

&lt;br /&gt; &lt;br /&gt;

&lt;blockquote&gt;"This report is in the public domain. Some materials in the report are copyrighted and permission was granted for their publication in this report. For subsequent uses that include such copyrighted materials, permission for reproduction must be sought from the copyright holder. In all cases, credit must be given for copyrighted materials. All other materials are free to use with credit to this report." &lt;/blockquote&gt;[Quote from report page 4]

&lt;br /&gt; &lt;br /&gt;

"Recommended citation:

&lt;br /&gt;

USGCRP, 2016: The Impacts of Climate Change on Human Health in the United States: A Scientific Assessment. Crimmins, A., J. Balbus, J.L. Gamble, C.B. Beard, J.E. Bell, D. Dodgen, R.J. Eisen, N. Fann, M.D. Hawkins, S.C. Herring, L. Jantarasami, D.M. Mills, S. Saha, M.C. Sarofim, J. Trtanj, and L. Ziska, Eds. U.S. Global Change Research Program, Washington, DC, 312 pp. http://dx.doi.org/10.7930/J0R49NQX" [Quote from https://health2016.globalchange.gov/]

&gt;
description: This submission includes publicly available data extracted in its original form. Please reference the Related Publication listed here for source and citation information.

USGCRP Climate and Health Assessment data was downloaded by Ksenia Kolosova on 2025/03/21.
description: "This report is in the public domain. Some materials in the report are copyrighted and permission was granted for their publication in this report. For subsequent uses that include such copyrighted materials, permission for reproduction must be sought from the copyright holder. In all cases, credit must be given for copyrighted materials. All other materials are free to use with credit to this report." [Quote from report page 4]
DOI: 10.7910/dvn/hfww9l
title: Replication data for: The Ostrich in Us: Selective Attention to Personal Finances

description: Replication material for "The Ostrich in Us: Selective Attention to Personal Finances"
description: Volume XX, Issue X
DOI: 10.21233/kar7-ad68
title: Úpské rašeliniště pollen dataset

description: Raw data for the Úpské rašeliniště pollen dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/cs9bxa
title: Total personal consumption expenditures by state

description: Total personal consumption expenditures (PCE) by state (in millions of dollars) from BEA's GDP and Personal Income data tables.
DOI: 10.7910/dvn/t1rgt3
title: modbm_AL_4114_5_15

description: Walden, Islay, 1849-1884. Walden's miscellaneous poems, which the author desires to dedicate to the cause of education and humanity. Washington [D.C.] : Reed & Woodward, Printers, 1872. AL 4114.5.15. Houghton Library, Harvard University, Cambridge, Mass.
description: URN-3:FHCL.HOUGH:100610742
DOI: 10.7910/dvn/hf2kak
title: nderstanding and addressing climate change caused by deforestation in areas of morogoro Tanzania, EPA's mission of protecting environment

description: Definition 

Environmental Protection Agency (EPA) to address this issue in order to fulfill The mission of protecting environment Understanding the 
science behind climate change is essential for the EPA to develop effective policies


Thee practices used in forest stand improvement can also be beneficial in lowering the wildfire hazard and improving the overall health of the forest stand. Forest stands become high risk to wildfire damage due to numerous reasons such as storm-damage, over stocking, heavy fuel build-up from the exclusion of prescribed fire, insect and disease epidemics, and close proximity to high risk areas like railway rights- of-way.
DOI: 10.21233/m9t7-3x48
title: Laura diatom surface sample dataset

description: Raw data for the Laura diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/qwqrs7
title: Association of membership in a farmer producer organization with crop diversity, household income, diet diversity, and women’s empowerment in Uttar Pradesh, India

description: These files contain data collected as part of a cross-sectional survey conducted in 2023 with two groups of agricultural households in Uttar Pradesh, India: (1) those with a Farmer Producer Organization (FPO) member (n=417 households, 414 men and 412 women) and (2) those without an FPO member (n=402, 395 men and 388 women). In each household, the survey was administered with an adult male and adult female except for in 29 households where only one adult was available for the survey. In most instances (94%), a husband-wife pair was interviewed. Eligibility criteria were as follows: engaged in agricultural work, 18 years or older, and provided informed consent. All the interviews were captured electronically with tablets. The survey included modules on demographics; household income and expenditures and agricultural production; a Diet Quality Questionnaire; a slightly modified version of the Abbreviated Women’s Empowerment in Agriculture Index; and, in FPO households, interaction with the FPO.

Please note that village name, date of birth and select 'other' text responses have been removed from the raw data file in order to preserve anonymity.

The cleaning and analysis code files are available on GitHub: https://github.com/snishmeet1699/FPO-Evaluation-India
DOI: 10.7910/dvn/j4ul7p
title: Replication Data for: Can Redistribution Change Policy Views? Aid and Attitudes Toward Refugees

description: This is the replication package for "Can Redistribution Change Policy Views? Aid and Attitudes Toward Refugees," accepted in 2024 by the Journal of Political Economy.
DOI: 10.7910/dvn/npe8cy
title: Cardiac Adverse Events Post-Vaccination

description: Cardiac adverse events post-vaccination
DOI: 10.7910/dvn/tprhhx
title: SCN2A_SOC3

description: Raw movies and 3D postural tracking for rat dyadic interactions - SCN2A cohort, social round 3
DOI: 10.7910/dvn/gmdohg
title: A13_24944.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/d2f9aa07-c93c-4ab3-89f2-49c81a96ee79'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/d2f9aa07-c93c-4ab3-89f2-49c81a96ee79
DOI: 10.21233/jkds-6111
title: Wild Cat Swamp [OSU-14925] vertebrate fauna dataset

description: Raw data for the Wild Cat Swamp [OSU-14925] vertebrate fauna dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.7910/dvn/d42mx9
title: Replication Data for: 'Officer-Involved: The Media Language of Police Killings'

description: The data and programs replicate tables and figures from "Officer-Involved: The Media Language of Police Killings," by Moreno-Medina, Ouss, Bayer, and Ba. Please see the README file for additional details.
DOI: 10.7910/dvn/d4n9nf
title: Replication Data for: Gender Representation and Lobbying in the European Union

description: Here you can find the dataset, code and outputs for the paper Gender Representation and Lobbying in the European Union
DOI: 10.7910/dvn/ulctnu
title: Replication Data for: "As disputas entre ortodoxos e heterodoxos: o que é (e o que não é) Economia"

description: Data from the article "As disputas entre ortodoxos e heterodoxos: o que é (e o que não é) Economia", by Francisco Marques, published in Revista DADOS v. 67, n. 2 de 2024.
description: This article aims at understanding how the boundaries of economics have been set. Using the Bourdieusian concept of the scientific field, it identifies and analyzes the relationships established between orthodox and heterodox, as well as among orthodox, heterodox and other agents in the field. As in previous studies, the graduate programs of PUC-Rio and FGV-Rio, on the one hand, and UFRJ and Unicamp, on the other, were taken respectively as paradigmatic examples of orthodoxy and heterodoxy. The mapping of interaction networks shows that, despite the importance of the opposition between neoclassical liberalism and its critics, the continuous disputes around setting boundaries in economics is complex and multifaceted. Rather than being restricted to a confrontation between dominant and non-dominant agents, the field is home to orthodox and heterodox scholars of varying shades in various contexts.
DOI: 10.21233/a0mx-rb23
title: Chappie Lake ostracode surface sample dataset

description: Raw data for the Chappie Lake ostracode surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.