cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7910/dvn/ookuuh
title: Replication Data for: Do TJ policies cause backlash? Evidence from street name changes in Spain

description: Replication data for: Do TJ policies cause backlash? Evidence from street name changes in Spain. See README file. Also available in Github (franvillamil/streets_vox).
DOI: 10.7910/dvn/fhu7et
title: Replication Data for: When Is It Fair to Tax the Rich? The Importance of Pro-Social Behavior

description: Politicians, activists, and the rich themselves variously describe rich people as hard workers, greedy tax avoiders, generous philanthropists, and more. Occasionally, such descriptions are wielded in attempts to legitimize or delegitimize high income taxes on the rich. However, we do not have a good understanding of which of these appeals are most successful. This article explores which attributes of the rich affect support for progressive taxation. First, I use an inductive approach to derive relevant attributes from open-ended survey responses and prior literature. Then, pre-registered experiments in the United States and Denmark show that when the rich exhibit pro-social behaviors (e.g. treating workers well, not using tax loopholes), this reduces public support for taxing them. In comparison, indicators of merit (e.g. working hard) are of secondary or even insignificant importance. I conclude that in redistributive politics, the perceived pro-social behavior of the rich is a key consideration for the public.
DOI: 10.7910/dvn/fkelo5
title: Replication Data for: Warriors and Vigilantes as Police Officers: Evidence from a Field Experiment with Body Cameras in Rio de Janeiro

description: Research Question
Can requiring police to wear body-worn cameras (BWC) on duty restrain police misconduct in contexts such as a favela in Rio de Janeiro, where police use militaristic and highly aggressive tactics?

Data
We collected quantitative and qualitative data on a wide range of behaviors, including police wearing BWC, turning on the BWC for recording citizen contacts, use of force by and against police officers, stop and search, responding to citizen requests for police assistance, and police supervisors wearing BWC. A total of 857 different police officers were tracked during the 1-year study, with a mean of 470 officers each month participating in the test of BWC across 52,000 officer shifts.

Methods
BWC status was randomly assigned by shifts to all officers in the shift, within five different kinds of police units. Analyses focused on intent-to-treat effects, with high compliance of wearing BWC but less than half of measured encounters recorded. Regression analyses provided estimates of different effects for officers who had previously been injured or had injured civilians.

Findings
Camera assignment, regardless of whether police turned cameras on, reduced stop-and-searches and other forms of potentially aggressive interactions with civilians. Cameras also produced a strong de-policing effect: police wearing cameras were significantly less likely to engage in any activity, including responding to calls and dispatch and street requests for help. These changes in police behavior occurred even when in 50% of the registered interactions with civilians, officers disobeyed the protocol that required them to turn their cameras on. Yet when officers’ supervisors wore cameras, policing activities and camera usage increased. Police surveys, interviews, and focus groups strengthen the findings.

Conclusion
The potential of BWC to reduce police abuse finds limitations where an organizational culture that perpetuates a lack of compliance with internal protocols and violence persists.
DOI: 10.7910/dvn/ojodz7
title: FORTE Event Time-in-Flash Database

description: LA-UR 22-20053. Data to accompany the publication "Combined Optical and Radio-Frequency Perspectives on the Time Evolution of Lightning Measured by the FORTE Satellite"
DOI: 10.7910/dvn/fo1287
title: Coffee shop menu item recipe with ingredient details

description: This Dataset integrates two datasets to develop a new one, designed to simulate the monthly workflow of a local coffee shop and optimize inventory and revenue generation per menu item. The first dataset selected for the current study is a list of coffee shop menu items and their corresponding recipes, presented on the Kaggle database under the “Food Ingredients and Recipes Dataset with Images” description [1]. The noted dataset is created by scraping from the Epicurious Website and contains a Comma Separated Value (CSV) file consisting of 13,582 images and data rows, respectively. The data columns are food names, ingredients, cooking recipes, food images, and the ingredients after being processed and cleaned.
The second dataset utilized in this study is the monthly distribution of demand for food and drinks sales of a coffee shop which is presented in the Kaggle database under the description of “Bakery Sales for Food & Drinks” [2]. This dataset replicates a real-world scenario in which a coffee shop aims to maximize sales profit while accounting for the current market demand for its products.
Building on these datasets, a new dataset was specifically developed for the purposes of providing more details for future optimization problems. The newly constructed dataset includes 34 unique ingredients and 40 products commonly offered on a local coffee shop menu. It covers various product categories, such as espresso-based drinks, teas, cakes, milkshakes, smoothies, and other beverages, along with their corresponding ingredient amounts.
The methodology for creating this dataset involved several key steps. First, the original datasets were filtered to include only items relevant to a typical coffee shop setting. Products were selected based on their popularity and practicality for daily sales, ensuring a comprehensive range of beverages and cakes. The corresponding ingredients were then identified, grouped to avoid redundancy, and refined down to 34 essential ingredients. Each product’s ingredient list includes specific amounts, facilitating accurate inventory management. Finally, the dataset was aligned with market demand trends from the sales data to ensure that product selection would reflect real-world preferences and maximize relevance.
This newly created dataset provides a clearer understanding of the relationship between menu items and their ingredients, aiding in the improvement of inventory management and revenue optimization. By offering insights into the specific amounts of ingredients tied to each product, it enables better forecasting of inventory needs and helps maximize sales by aligning product offerings with ingredient availability and customer demand.

[1] S. Goel, A. Desai, and Tanvi, “Food Ingredients and Recipes Dataset with Images,” Kaggle, 2021. https://www.kaggle.com/datasets/pes12017000148/food-ingredients-and-recipe-dataset-with-images (accessed Jun. 09, 2023)

[2] J. Alexander, “Bakery Sales for Food and Drinks,” Kaggle, 2019. https://www.kaggle.com/datasets/alexanderjohn/bakery-sales-forfooddrink (accessed Jun. 09, 2023)
DOI: 10.7910/dvn/fmwzh8
title: Replication Data for: Placemaking through Public and Mural Arts in DC's Queer Geographies

description: Raw data, charts, and tables from public and mural Arts GIS/visual ethnography study in Washington, DC. Full images from the dataset are not included, but can be requested from the author.
DOI: 10.7910/dvn/onxe2e
title: Data for Microsatellite Instability

description: Data describing the characteristics of early onset colorectal cancer
DOI: 10.7910/dvn/oovpg0
title: Solar Suitability Maps for the Sahel West Africa Region

description: This assignment will produce suitability maps for solar based irrigation for different pump modalities in function of the prevailing shallow groundwater presence in the Sahel region (Burkina Faso, Senegal, Mali and Niger). Activities include: (a) Mapping out potential areas for solar irrigation at national level; (b) Produce digital maps online in the solar suitability tool; (c) organizing a regional workshop to present showcase solar irrigation and provide training in the use of the suitability maps.
description: Solar Suitability maps based on the groundwater resources, surface water resources and both ground water and surface water resources
DOI: 10.7910/dvn/fl82d7
title: The first phylogenetic and species delimitation study of the nudibranch genus Gymnodoris reveals high species diversity (Gastropoda: Nudibranchia)

description: Supplemental data from our publication including input and output files from phylogenetic and species delimitation analyses, as well as a visual guide to the nudibranch genus Gymnodoris.
description: I recommend that you read the notes on names. Catalog numbers of specimens should be consistent across analyses, but the temporary names may vary.
DOI: 10.7910/dvn/foh3d9
title: A13_25464.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/901d383b-c214-41d7-983d-4c88a75d4d99'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/901d383b-c214-41d7-983d-4c88a75d4d99
DOI: 10.7910/dvn/fqlbb4
title: Replication Data for: Heat and Productivity: Evidence From Flight On-Time Performance

description: The replication files for "Heat and Productivity: Evidence From Flight On-Time Performance" provide step-by-step instructions on how to reconstruct the tables and figures in the manuscript. Please refer to the README file for details on data sources, data descriptions, computational requirements, and replication instructions.
DOI: 10.7910/dvn/onfs8j
title: glue: Linked-View Exploratory Visualization of High-Dimensional Data, for Everyone

description: Presentation Date: 
Monday, April 30, 2018.
Location: 
2018 NSF SI2 PI Meeting, Washington, D.C. Abstract: These are slides for Dr. Alyssa Goodman's presentation "glue: Linked-View Exploratory Visualization of High-Dimensional Data, for Everyone" at the NSF S12 PI 2018 Meeting in Washington, D.C.
description: File included is poster .pdf
DOI: 10.7910/dvn/oqzron
title: Replication Data for: Acceptance of inequality between children: Largescale experimental evidence from China and Norway

description: In a novel large-scale experiment, we study how adults in two societies, Shanghai (China) and Norway, make real distributive decisions involving children. We find that acceptance of inequality between children increases with the age of the children, is affected by the source of inequality and the cost of redistribution, and is lower than acceptance of inequality between adults. We document a large cross-societal difference in inequality acceptance: adults in Shanghai implement twice as much inequality between children compared with adults in Norway. Finally, we show that the willingness to accept inequality between children is predictive of attitudes to child policies.
DOI: 10.7910/dvn/fez5xi
title: Good Capsicum: An open dataset of Good Capsicum images for training machine vision algorithms for automated recognition and sorting based on produce visual characteristics

description: Good Capsicum: An open dataset of Good Capsicum images for training machine vision algorithms for automated recognition and sorting based on produce visual characteristics
DOI: 10.7910/dvn/op6evf
title: Replication Data for: "Lattice Studies of Gerrymandering Strategies"

description: Enclosed are the four codes which are detailed in Sections 2, 3, 4, & 6 of the manuscript, along with additional four codes which allow the first set of codes to be ran multiple times and the results collated and averaged to replicate the Tables presented in the paper. See Readme for details.
description: Volume #, Issue #
DOI: 10.7910/dvn/opjsav
title: Dengue Knowledge, Attitudes, and Preventive Practices Among Residents of a Low-Income Urban Community in Malaysia

description: A cross-sectional study was conducted among 444 residents of PPR Pantai Ria. The sample size was determined using Krejcie and Morgan’s formula and participants were selected through a stratified random sampling technique. Data were collected through house-to-house surveys, using a validated questionnaire to assess the residents' knowledge, attitudes, and practices (KAP) related to dengue.
DOI: 10.7910/dvn/osolbd
title: Imperfect Grapefruit: An open image dataset of imperfect Grapefruits for machine vision enabled grading of produce based on visual characteristics.

description: Open Image Data Set of Imperfect Grapefruits
DOI: 10.7910/dvn/flbyll
title: Executive Agreements Database, Statement Regarding the Memorandum of Understanding Between The United States and Canada On The Orbiter Space Vision System, Signed At Washington And St. Hubert November 9, 1995 And February 23, 1996

description: TIAS 12726 cover memo
DOI: 10.7910/dvn/flvpim
title: Research dataset Unveiling the Nexus of Tourism Service Quality, Cultural Sensitivity, and Environmental Sustainability in the Context of Kashmir: An Empirical Study in Kashmir

description: the dataset include all the necessary data required for the research study comprising of the dependent, independent, moderating and mediating variables of Tourism Service Quality, Cultural Sensitivity, and Environmental Sustainability
DOI: 10.7910/dvn/fi7wlt
title: Replication Data for: Aggregation chimeras provide evidence of in vivo intercellular correction in ovine CLN6 neuronal ceroid lipofuscinosis (Batten disease)

description: The neuronal ceroid lipofuscinoses (NCLs; Batten disease) are fatal, mainly childhood, inherited neurodegenerative lysosomal storage diseases. Sheep affected with a CLN6 form display progressive regionally defined glial activation and subsequent neurodegeneration, indicating that neuroinflammation may be causative of pathogenesis. In this study, aggregation chimeras were generated from homozygous unaffected normal and CLN6 affected sheep embryos, resulting in seven chimeric animals with varied proportions of normal to affected cells. These sheep were classified as affected-like, recovering-like or normal-like, based on their cell-genotype ratios and their clinical and neuropathological profiles. 

Neuropathological examination of the affected-like animals revealed intense glial activation, prominent storage body accumulation and severe neurodegeneration within all cortical brain regions, along with vision loss and decreasing intracranial volumes and cortical thicknesses consistent with ovine CLN6 disease. In contrast, intercellular communication affecting pathology was evident at both the gross and histological level in the normal-like and recovering-like chimeras, resulting in a lack of glial activation and rare storage body accumulation in only a few cells. Initial intracranial volumes of the recovering-like chimeras were below normal but progressively recovered to about normal by two years of age. All had normal cortical thicknesses, and none went blind. Extended neurogenesis was evident in the brains of all the chimeras.

This study indicates that although CLN6 is a membrane bound protein, the consequent defect is not cell intrinsic. The lack of glial activation and inflammatory responses in the normal-like and recovering-like chimeras indicate that newly generated cells are borne into a microenvironment conducive to maturation and survival.
DOI: 10.7910/dvn/fom8bz
title: A14_26441.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/3d42124e-b7dc-476e-a624-a1ad7a0449cd'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/3d42124e-b7dc-476e-a624-a1ad7a0449cd
DOI: 10.7910/dvn/onvzph
title: DBO-SATCN-BiLSTM

description: DBO-SATCN-BiLSTM data and code
DOI: 10.7910/dvn/oqzhq0
title: Private transactions on Ethereum

description: &lt;p&gt;Private transactions are transactions that are confirmed but are not publicly visible in the mempool, which is a pool of unconfirmed transactions that are broadcast to the network. These transactions can be confirmed through direct channels with miners, such as MEV Boost.&lt;/p&gt;

&lt;p&gt;To identify private transactions, we use a combination of full nodes and API subscriptions to QuickNode and Infura to collect pending transactions as they enter the mempool. We then compare this data to the on-chain transactions to identify private transactions. Our data collection process is described in more detail at https://mempool.guru.&lt;/p&gt;

&lt;p&gt;Currently, this dataset includes private transactions from block 15449618 to block 16308189. More data will be uploaded in the future. &lt;/p&gt;

&lt;p&gt;It's important to note that it is possible, though unlikely, that some private transactions in our dataset may be false positives, meaning that they might have appeared in other mempools but not ours due to mempools not being synchronized. We use multiple nodes to minimize the risk of false positives and recommend cross-checking with other data sources, such as ZeroMEV, to further ensure accuracy.&lt;/p&gt;
DOI: 10.7910/dvn/or7epb
title: Replication Data for "Current Use of Cigarettes in the United States: The Joint Role of Race/Ethnicity and Health Insurance Coverage"

description: The data file and SAS codes used in the study.
DOI: 10.7910/dvn/fksph7
title: Data for "Empirical Test of the Kelvin Relation in Thermoelectric Nanostructures"

description: Numerical data for all plots shown in "Empirical Test of the Kelvin Relation in Thermoelectric Nanostructures" by H. P. Panthi, R. Dhawan, H. Edwards, and M. Lee, submitted to Applied Physics Letters
DOI: 10.7910/dvn/osa33c
title: Genome-wide association study in Guillain-Barré syndrome

description: GWAS summary statistics
DOI: 10.7910/dvn/otc8av
title: Replication Data for: "What Bias? Changing Standards, Information Effects, and Human Rights Measurement"

description: The data file contains all the data required to replicate the results in the paper. The original data are taken from the Political Terror Scale (http://www.politicalterrorscale.org) and Christopher Fariss' Human Rights Scores (http://humanrightsscores.org).
DOI: 10.6084/m9.figshare.29148473
title: 16S rDNA Sequencing Data: Gut Microbiota in a Mouse Model of Intracerebral Hemorrhage

description: This dataset contains the high-throughput 16S rDNA amplicon sequencing data from fecal samples of C57BL/6 mice, generated as part of the study titled "The Obesity Paradox in Intracerebral Hemorrhage: Exploring Potential Protective Mechanisms Through Gut Microbiota Modulation."The primary aim of the parent study was to investigate the potential protective effects of obesity on intracerebral hemorrhage (ICH) outcomes and to explore the role of gut microbiota modulation in these effects. C57BL/6 mice were used to establish an ICH model via collagenase injection, with groups including wild-type (WT), wild-type with ICH (WT-M), obese (OB), and obese with ICH (OB-M).
DOI: 10.7910/dvn/fttf6a
title: Internet use and Chinese adolescents' body weight

description: This data analyses the impact of the Internet on the weight of Chinese adolescents, which provides an important empirical basis for improving Internet use policies and intervening in adolescent obesity.
DOI: 10.7910/dvn/oqemlh
title: Replication Data for Implementation and evaluation of a simulation-based shock curriculum in Manila, Philippines: A prospective cohort study

description: Dataset associated with prospective pre/post cohort study of shock curriculum implemented in Manila, Philippines. Outcomes included time to initiation of fluid resuscitation, improvement in confidence, knowledge on a written assessment, and performance in simulation. Results were compared pre- and post-intervention using Wilcoxon signed-rank
DOI: 10.7910/dvn/fjxxhe
title: The Masks We Wear: Facial Coverings and Perceived Instructor Ideology

description: Many Americans have expressed reluctance, even hostility, towards the government mandating the wearing of face coverings. Not surprisingly, these beliefs are highly correlated with partisanship and ideology. With this in mind, this project investigates the role that mask-wearing plays in how students perceive the ideology of their professors. Based on previous research on ideological projection (see Kelly-Woessner and Woessner (2006); Woessner and Kelly-Woessner (2009, 2020); Braidwood and Ausderan (2017; 2022); Woessner and Maranto (2021)), we expected that the wearing of a facial covering (i.e. a mask) will prime students to make ideological inferences regarding their instructor. Namely, we expected that, ceteris paribus, students will assume a mask-wearing professor is more liberal than the same professor who is maskless. Relying on student subjects and hypothetical professors, we designed an original survey experiment to measure the effect that mask wearing has on perceived instructor ideology. Contrary to expectations, we found mask wearing has no significant impact on students’ views of their instructors’ ideology.
DOI: 10.7910/dvn/fsk6nz
title: Replication materials for: Categorizing topics versus inferring attitudes: a theory and method for analyzing open-ended survey responses

description: Article abstract: Past work on closed-ended survey responses demonstrates that inferring stable political attitudes requires separating signal from noise in “top of the head” answers to researchers’ questions. We outline a corresponding theory of the open-ended response, in which respondents make narrow, stand-in statements to convey more abstract, general attitudes. We then present a method designed to infer those attitudes. Our approach leverages co-variation with words used relatively frequently across respondents to infer what else they could have said without substantively changing what they meant – linking narrow themes to each other through associations with contextually prevalent words. This reflects the intuition that a respondent may use different specific statements at different points in time to convey similar meaning. We validate this approach using panel data in which respondents answer the same open-ended questions (concerning healthcare policy, most important problems, and evaluations of political parties) at multiple points in time, showing that our method’s output consistently exhibits higher within-subject correlations than hand-coding of narrow response categories, topic modeling, and large language model output. Finally, we show how large language models can be used to complement – but not, at present, substitute – our “implied word” method.
DOI: 10.7910/dvn/oqsqso
title: What Happens When Women Win Elections? The Electoral Returns to Increased Representation of Women

description: This pdf is produced in RMarkdown. It executes all the code and present the associated results for the paper "What Happens When Women Win Elections? The Electoral Returns to Increased Representation of Women".

The paper is based on registry-data, which is accessed on Statistics Denmark’s servers. Their rules are very strict, and we cannot share the data for the analyses. The rules are outlined here https://www.dst.dk/en/TilSalg/Forskningsservice.

The pdf provides full transparency into the production of the results by showing all steps from loading the data over manipulating and aggregating variables to producing the results.
DOI: 10.7910/dvn/or4gvg
title: A15_29127.jpg

description: Link to OCHRE database: &lt;a href = 'http://pi.lib.uchicago.edu/1001/org/ochre/fc635c46-e0d1-48d7-9951-fc764f78b30e'&gt;http://pi.lib.uchicago.edu/1001/org/ochre/fc635c46-e0d1-48d7-9951-fc764f78b30e
DOI: 10.7910/dvn/fklulr
title: Environmental and Social Risk Factors Influencing Criminal Behavior in Youth

description: &lt;Youth&gt;, &lt;Criminal behavior&gt;, &lt;Unemployment&gt;, &lt;Poverty&gt;, &lt;Pakistan&gt;
description: Abbas Sheer is assistant Professor in College of Law, University of Sharjah
description: Data is related to Environmental and Social Risk Factors Influencing Criminal Behavior in Youth
DOI: 10.7910/dvn/frvsr2
title: Workplace violence against security personnel at a university hospital in Egypt

description: This Dataset contain data about Workplace violence against security personnel at a university hospital in Egypt.