cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/zrvz25
title: Passed Acts; St. 1957, c.426, SC1/series 229, Petition of Fred Lamson

description: &lt;p&gt;Petition subject: Racial discrimination &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:25500607"&gt;http://nrs.harvard.edu/urn-3:FHCL:25500607&lt;/a&gt; &lt;/p&gt; &lt;p&gt;Date of creation: (unknown) &lt;/p&gt; &lt;p&gt;Petition location: Massachusetts &lt;/p&gt; &lt;p&gt;Legislator, committee, or address that the petition was sent to: Fred Lamson, Middlesex; committee on mercantile affairs &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Fred Lamson&lt;/li&gt;&lt;li&gt;John E. Powers&lt;/li&gt;&lt;li&gt;John F. Thompson&lt;/li&gt;&lt;li&gt;Frank S. Giles Jr.&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Actions taken on dates: 1957-01-07,1957-01-07 &lt;/p&gt; &lt;p&gt;Legislative action: Received in the Senate on January 7, 1957 and referred to the committee on mercantile affairs and sent for concurrence and received in the House on January 7, 1957 and concurred &lt;/p&gt; &lt;p&gt;Total signatures: 4 &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): 4 &lt;/p&gt; &lt;p&gt;Female only signatures: No &lt;/p&gt; &lt;p&gt;Identifications of signatories: citizen, rep. [representative], senator, ["members of the House of Representatives"] &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;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Additional archivist notes: discrimination because of race, color, religion, national origin or ancestry in publicly assisted housing accommodations, towns next to names including Ludlow, Methuen, Suffolk, Middlesex &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: St. 1957, c.426, passed June 7, 1957 &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/zsx9ks
title: Replication Data for: Reeleição de prefeitos e o enfrentamento à pandemia de Covid-19 em 2020

description: Data from the article "Reeleição de prefeitos e o enfrentamento à pandemia de Covid-19 em 2020" de Vitor de Moraes Peixoto, João Gabriel Ribeiro Pessanha Leal, Larissa Martins Marques, Renato Barreto de Souza, published in Revista DADOS, v. 67, n. 4, 2024.
DOI: 10.7910/dvn/5kkfoz
title: Replication data for: Does a Spoonful of Sugar Levy Help the Calories Go Down? An Analysis of the UK Soft Drinks Industry Levy

description: Replication Files for Dickson, Alex, Gehrsitz, Markus, and Kemp Jonathan, (2023) “Does a Spoonful of Sugar Levy Help the Calories Go Down? An Analysis of the UK Soft Drinks Industry Levy.” Review of Economics and Statistics, forthcoming
description: Volume XX, Issue X
DOI: 10.7910/dvn/apdpdg
title: Replication Data for: “Impact of climate change on crop pests and diseases: Ensemble modeling of time-varying weather effects”

description: Stata codes and data for replication purposes. See readme.txt for detailed instructions.
DOI: 10.7910/dvn/uqommf
title: Replication Data for: Testing Inferences about American Politics: A Review of the "Oligarchy" Result

description: Dataset attached to the original Gilens and Page article (renamed gp_data.dta) and two original-author files that describe it (gp_variables_seeDS1.pdf, gp_codings.pdf). Additionally, five .R files that replicate different parts of the response to the original article. Footnotes in the response paper describe each of the .R files.
DOI: 10.7910/dvn/zrj6nt
title: HK_Project_v1995_NSO

description: This dataset is for the historic Mount Wilson Observatory HK Project, which aimed at studying stellar chromospheric activity and variability.

What appears to be a complete, calibrated, and self-consistent copy of the processed data for almost 2300 HK Project stars, from 1966 to mid-1995, was found during 2015 at the National Solar Observatory. 

To distinguish the present data from any other versions that may be circulating among the community, we request that the 1995 files be designated as “HK_Project_v1995_NSO”
DOI: 10.7910/dvn/zszxdk
title: Soil and climate characterization to define environments for summer crops in Senegal

description: -
DOI: 10.7910/dvn/7s1est
title: 'Four-panel Cartoon Image Dataset'

description: We have developed a new dataset called the "Four-panel Cartoon Image Dataset," which contains both grayscale and color images of four-panel cartoons spanning from 1920 to 2022. To collect the images, we obtained them from various online sources, including digitized newspapers such as Chosun Ilbo and Dong-a Ilbo. We used DarkLabel2.4 software to create bounding boxes for the four-panel images, utilizing two types of formats: 4x1 and 2x2. We generated labeling information for each image file in the You Only Look Once (YOLO) format and saved it in text files for object detection in deep learning. The dataset consists of a total of 161 image files in JPG format, which we randomly divided into training, validation, and testing sets using Roboflow software.
DOI: 10.7910/dvn/lruicu
title: Replication Data for: Original Python Codes for : "Combining autoencoder neural network and Bayesian inversion algorithms to estimate heterogeneous fracture permeability in enhanced geothermal reservoirs"

description: Enoder_MCMC code package written by Python 3.5 (with tensorflow_cpu) contain four major parts: 
(1) MCMC package for inversion (including run_main.py, mcmc.py, mcmc_func.py) is most from Eric Laloy published in GitHub https://github.com/elaloy/VAE_MCMC
(2) training_images_generation.py was written by Jiang, Oct, 2018 to generate 3D trainging images analog to the fracture pattern in enhanced geothermal system. 
(3) Dimensionality reduction package (including var_model.py and VAE_train_main.py) was written by Jiang to convert full-dimension parameters to low-dimenison codes for inversion. 
and 
(4) The forward model is estblished by Flopy (via seawat_py.py) to run SEAWAT(https://www.usgs.gov/software/seawat-a-computer-program-simulation-three-dimensional-variable-density-ground-water-flow)
The codes were developed by Python 3.5, with tensorflow package required.
DOI: 10.7910/dvn/q0oimy
title: Replication Data for What Makes Party Systems Different? A Principal Component Analysis of 17 Advanced Democracies 1970-2013

description: Party systems, that is the number and the size of all the parties within a country can vary greatly across countries. I conduct a principal component analysis on a party seat share dataset of 17 advanced democracies from 1970-2013 to reduce the dimensionality of the data. I find that the most important dimensions that differentiate party systems are: “the size of the biggest two parties” and the level of “competition between the two biggest parties.” I use the results to compare the changes in electoral and legislative party systems. I also juxtapose the results to previous party system typologies and party system size measures. I find that typologies sort countries into categories based on variation along both dimensions. On the other hand, most of the current political science literature use measures (for instance, the Effective Number of Parties) that are correlated with the first dimension. I suggest that instead of these, indices that measure the opposition structure and competition could be used to explore problems pertaining to the competitiveness of the party systems.
DOI: 10.7910/dvn/rplogq
title: A12_22889.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/07fd4e90-55e6-4ff6-9f64-a860e5c0b951'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/07fd4e90-55e6-4ff6-9f64-a860e5c0b951
DOI: 10.7910/dvn/siexw6
title: RAMS_RCE3

description: Member 3 of the RAMS RCE ensemble with an SST of 301K.
description: Regional Atmospheric Modeling System, 6.1.12
DOI: 10.7910/dvn/ulgs5h
title: Replication data for: Do Natural Resources Attract Non-Resource FDI?

description: Volume 95, Issue 3
DOI: 10.7910/dvn/zn9u5i
title: Replication Data for: The Decline of Factions: The Impact of a Broad Purge on Political Decision-making in China

description: This replication archive contains all scripts and data necessary to replicate the analysis in The Decline of Factions: The Impact of a Broad Purge on Political Decision-making in China.
DOI: 10.7910/dvn/unigjt
title: Replication Data for: Interdependence, Networks, and Public Policy Support

description: Contains all files to replicate results for Stephen Chaudoin and Meredith Wilf, ``Interdependence, Networks, and Public Policy Support''. Forthcoming in Foreign Policy Analysis.
DOI: 10.7910/dvn/5mxj3
title: House Unpassed Legislation 1837, Docket 249, SC1/series 230, Petition of Ruth C. Johnson

description: &lt;p&gt;Petition subject: Treatment of citizens in other states &lt;/p&gt; &lt;p&gt;Original: &lt;a href="http://nrs.harvard.edu/urn-3:FHCL:10935285"&gt;http://nrs.harvard.edu/urn-3:FHCL:10935285&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;Legislator, committee, or address that the petition was sent to: Thomas B. Bush, New Bedford &lt;/p&gt; &lt;p&gt;Selected signatures:&lt;ol&gt;&lt;li&gt;Ruth C. Johnson&lt;/li&gt;&lt;li&gt;Eliza Ann Logan&lt;/li&gt;&lt;li&gt;Martha Ann Prior&lt;/li&gt;&lt;/ol&gt; &lt;/p&gt; &lt;p&gt;Total signatures: 100 &lt;/p&gt; &lt;p&gt;Females of color signatures: 100 &lt;/p&gt; &lt;p&gt;Female only signatures: Yes &lt;/p&gt; &lt;p&gt;Identifications of signatories: colorured citizents, [females of color], ["coloured ladies"] &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;Additional non-petition or unrelated documents available at archive: additional documents available &lt;/p&gt; &lt;p&gt;Location of the petition at the Massachusetts Archives of the Commonwealth: House Unpassed 1837, Docket 249 &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/7s7xeo
title: KPC October 2008

description: The field data covers the whole month of October, 1-31, with thirty-three files. Access to these files is restricted. Please contact Dr. Zarin Machanda (machanda@fas.harvard.edu) for permission.
DOI: 10.7910/dvn/em63o5
title: MS Thesis: Optimization of Potassium (K) supply and plant nutrition through different K management practices under rice-rice system in Odisha

description: MS thesis on optimization of Potassium
DOI: 10.7910/dvn/thmqot
title: COVID-19 Impact on Rural Men and Women in Senegal, Round 2

description: This dataset is the result of a phone survey set up to measure the impact of COVID-19 on rural people in Senegal. As most governments have urged the population to stay at home to slow down the transmission of the disease, the impact of COVID-19 can affect women and men in different ways: as an income shock (directly or indirectly); as a health and caring shock; as a shock of mobility (affecting access to water, food, firewood, schooling); and as a risk of increased domestic conflict and violence. To capture these various effects on household welfare, this phone survey was conducted with (around) 500 individuals randomly drawn from an existing list of phone numbers collected from previous household surveys. The same individuals were also interviewed during other rounds to generate a longitudinal panel allowing to analyze the impact of COVID-19 through time.
description: Household- and Community-level Surveys
description: STATA, 17
DOI: 10.7910/dvn/uqk7vs
title: Mali (2013) Etude sur les methodes de courtes duree (Pilule Pilpan-d et Injectable Confiance)

description: Le presente etude a pour objectif general de traquer et de comprendre les perceptions des femmes en age de procreer sur les attributs des methodes modernes de contraception. Les contraceptifs vises sont la pilule telle que "Pilpan-D" et l'injectable telle que "Confiance." Le rapport rend compte des principaux resultats d'un entretien qualitatif dont l'echantillon a ete compris d'une trentaine de femmes a Bamako agee de 18 a 30 ans, sexuellement actives (avoir eu des rapports sexuels au cours des 6 derniers mois), et utilisatrices de methodes modernes de contraception (pilule ou injectable). Les femmes retenues ont ete invitees a prendre part a un atelier de discussion de groupe. Les discussions ont ete enregistrees et les notes transcrites en fichiers exploitables.
DOI: 10.7910/dvn/zsjnhj
title: Replication data for: Assessing Fit Quality and Testing for Misspecification in Binary Dependent Variable Models

description: Replication materials for Esarey and Pierce, "Assessing Fit Quality and Testing for Misspecification in Binary Dependent Variable Models," Political Analysis 2012.
description: Volume 20, Issue 4
DOI: 10.7910/dvn/zt2djw
title: Haiti Earthquake Data (RASTER)

description: Archive of RASTER datasets collected in response to the Haiti Earthquake of 2010. These are the final archive of data that were previously available from the reitred website (cegrp.cga.harvard.edu/haiti) See also archives at: 
&lt;a href="http://wiki.crisiscommons.eu/wiki/Haiti/2010_Earthquake" target="_new"&gt;http://wiki.crisiscommons.eu/wiki/Haiti/2010_Earthquake&lt;/a&gt;
&lt;a href="http://www.gelib.com/haiti-earthquake.htm" target="_new"&gt;http://www.gelib.com/haiti-earthquake.htm&lt;/a&gt;
&lt;a href="http://supersites.earthobservations.org/haiti.php" target="_new"&gt;http://supersites.earthobservations.org/haiti.php&lt;/a&gt;
DOI: 10.7910/dvn/ztfptb
title: Global Urban Street Networks Indicators

description: Global Urban Street Networks Indicators
description: OSMnx, 2.0.2
DOI: 10.7910/dvn/zvc9w5
title: Replication Data for: A Practical Guide to Counterfactual Estimators for Causal Inference with Time-Series Cross-Sectional Data

description: This paper introduces a simple framework of counterfactual estimation for causal inference with time-series cross-sectional data, in which we estimate the average treatment effect on the treated by directly imputing counterfactual outcomes for treated observations. We discuss several novel estimators under this framework, including the fixed effects counterfactual estimator, interactive fixed effects counterfactual estimator, and matrix completion estimator. They provide more reliable causal estimates than conventional twoway fixed effects models when treatment effects are heterogeneous or unobserved time-varying confounders exist. Moreover, we propose a new dynamic treatment effects plot, along with several diagnostic tests, to help researchers gauge the validity of the identifying assumptions. We illustrate these methods with two political economy examples and develop an open-source package, fect, in both R and Stata to facilitate implementation.
description: This dataset underwent an independent verification process that replicated the tables and figures in the primary article. For the supplementary materials, verification was performed solely for the successful execution of code. The verification process was carried out by the Odum Institute for Research in Social Science at the University of North Carolina at Chapel Hill. 
<br>
The associated article has been awarded Open Materials and Open Data Badges. Learn more about the Open Practice Badges from the Center for Open Science.<br>
DOI: 10.7910/dvn/5jhrz0
title: Replication Data For: The Negative Effect of Economic Policy Uncertainty on Presidential Rhetorical Optimism About the Economy in the United States

description: Recent research by Baker et al. (2013) has created a historical indicator
of economic policy uncertainty in the United States, based on an index score
derived from content analyses of major U.S. newspapers. Empirical work using this
measure has primarily focused on the economic consequences of shifts in economic
policy uncertainty. The purpose of this project is to make the first empirical attempt
at assessing whether changes in economic policy uncertainty have any role on the tone the President of the United States adopts when speaking about general economic conditions. Using the economic policy uncertainty information devised by Baker et al. (2013), and contrasting this with information about presidential rhetorical tone about the economy developed by Wood (2007), the vector autoregression analysis indicates prior levels of economic policy uncertainty Granger-causes current presidential rhetorical optimism about the economy. The moving average representation analysis suggests that an increase in the economic policy uncertainty index results in a decrease in presidential rhetorical optimism about the general economy.
description: Article: "The negative effect of economic policy uncertainty on presidential rhetorical optimism about the economy in the United States." Economics, Management, and Financial Markets. 10 (2): 54-76.
DOI: 10.7910/dvn/5l50dj
title: MRI Susceptibility-Weighted Imaging data

description: 3T and 7T phase and magnitude data and SWI derived from those.
Data from one healthy female subject, age 51 years, acquired on 31-08-2021.
3T: Siemens PRISMA, 64-channel coil, 0.4*0.4*1.6 mm3 voxels and TE/TR={8,16,24,32,40}/47 ms, iPAT=2, TA=5’30”
7T: Siemens MAGNETOM 7T Plus, 32-channel coil, 0.4*0.4*1.6 mm3 voxels and TE/TR={4.5,9,13.5,18,22}/28 ms ms0.3*0.3*1.2 mm3, iPAT=2, TA=5’30”
DOI: 10.7910/dvn/el3kyd
title: Replication Data for: Estimating Ideal Points of Newspapers from Editorial Texts

description: Although measuring the ideal points of news media is essential for testing political communication theories based on spatial theory, prior methods of estimating ideal points of media outlets have various shortcomings, including high cost in terms of time and human resources and low applicability to different countries. We propose that unsupervised machine learning techniques for text data, specifically the combination of a text scaling method and latent topic modeling, can be applied to estimate ideal points of media outlets. We applied our proposed methods to editorial texts of ten national and regional newspapers in Japan, where prior approaches are not applicable because newspapers have never officially endorsed particular parties or candidates, and because high-quality training data for supervised learning is not available. Our two studies, one of which analyzed editorials on a single typically ideological topic while the other investigated all editorials published by the target papers in one year, confirmed the popular view of Japanese newspapers’ ideological slant, which validates the effectiveness of our proposed approach. We also illustrate that our methods allow scholars to investigate which issues are closely related to the respective ideological positions of media outlets. Furthermore, we use the estimated ideal points of newspapers to show that Japanese people partially tend to read ideologically like-minded newspapers and follow such newspapers’ Twitter accounts even though their slant is not explicit.
DOI: 10.7910/dvn/fvsqzj
title: Replication Data for: Measuring equity in public transit service: LA Metro and the Post-Decree Era

description: In 1994, the Labor/Community Strategy Center and other Los Angeles County community organizations and local residents brought a Title VI civil rights class action against the County's Metropolitan Transit Authority (LA Metro), charging the agency with unlawfully discriminating against inner-city and transit-dependent bus riders in its allocation of public transportation resources. The landmark suit led to a consent decree in 1996. The coalition of transit justice advocates utilized the legal system over several years to challenge agency policies with the goal of having LA Metro treat its transit-dependent low-income bus riders of color equitably. This white paper examines the research question: to what extent do the arguments made in the legal case that led to the 1996 consent decree continue to remain in the post-decree era (2010-2020)? Using a mixed-method approach that draws on legal research, semi-structured interviews, and quantitative indicators, we conclude that many arguments made in the case that led to the consent decree remain salient concerns for advancing transit justice in Los Angeles. We recommend transit agencies work to recognize and address the persistence of systemic racial disparities in transit planning and service.
DOI: 10.7910/dvn/nrpvsc
title: Impacts of COVID-19 on women agribusiness and fish value chains in the Gulf of Mottama

description: Of food items in Myanmar diets, fish is a critical source of animal protein and essential micronutrient supply, with an annual per capita consumption of 45.6 kg per capita in 2018 (FAO, 2021). As the COVID-19 pandemic escalated, fish value chains in Myanmar are exposed with high risk and vulnerability in a number of ways. Supported by CGIAR COVID-19 Hub, the objectives of this study are to: (i)assess the impacts of COVID-19 across different actors on fish value chains; (ii) To understand the adaptation and coping strategies value chain actors undertaken to build resilience and recovery in the unprecedented times. Twenty quantitative interviews were carried out in October 2021 covering male and female fishers, fish processors, fish sellers, aquaculture owners/operators and labourers. These interviews were carried out in Mon State and Bago region by Point B Design + Training using a semi-structured questionnaire using mobile phones.
description: Type: Dataset; Sub-type(s): Socio-Economic Survey Data
DOI: 10.7910/dvn/sbq9oj
title: Abiotic stress maps for rice (STRASA): Maps (tiff) for Africa with probability of presence of a soil with high iron content overlaid with crop maps to identify areas with lots of iron AND lots of rainfed lowland rice

description: This dataset is produced for the STRASA project in which breeders are developing varieties tolerant to iron toxicity. The intended use is that tolerant varieties can be sent to places with high risk of iron toxicity. This "iron soils" map was combined with three crop maps (GAEZv3, MIRCA2000,SPAM2005) and multiplied with country specific fractions rainfed lowland rice from Diagne et al. (2013) because iron toxicity occurs predominantly in poorly drained rainfed lowland rice soils and rarely in upland or irrigated rice.