cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6509905
title: Imipenem hydrolysis by the L1 and the NDM-1 metallo-beta-lactamases: QM/MM structures of the stationary points

description: Stationary points (transition states and minima) for the hydrolysis reactions of the imipenem in the active sites of the L1 and NDM-1 metallo-beta-lactamases. The reactions occure in three elementary steps each. For the NDM-1 there are two compeeting pathways leading to the different products. Enamine and imine forms of the hydrolyzed imipenem may form and those are marked with "N" and "C", respectively, according to the atom being protonated at the last step. Structures are calculated at the QM(PBE0-D3/6-31G**)/MM(AMBER) level.
DOI: 10.6084/m9.figshare.19688806.v1
title: Barb.Rodr. updated data

description: Dados utilizados para a quantificação da contribuição de João Barbosa Rodrigues à familia Orchidaceae.
DOI: 10.6084/m9.figshare.19688806
title: Barb.Rodr. updated data

description: Dados utilizados para a quantificação da contribuição de João Barbosa Rodrigues à familia Orchidaceae.
DOI: 10.3886/e114512v1-116760
title: Replication data for: The Introduction of Tasers and Police Use of Firearms: Evidence from the Chicago Police Department

description: Many police jurisdictions have recently expanded their Taser arsenals with a goal of reducing officer-involved shootings. We analyze substitution between Tasers and firearms by means of an event study made possible by a policy change at the Chicago Police Department. Before March 2010, only sergeants and field training officers had access to Tasers; after that date, they were made available to patrol officers. We find that the change in Taser policy led to a large increase in Taser use, but not to a decrease in the use of firearms.
DOI: 10.6084/m9.figshare.19688818
title: Burst Information & waiting time

description: All parameters and waiting time of the 1863 bursts from repeating FRB 20201124A detected by the Five-hundred-meter Aperture Spherical radio Telescope (FAST) during April and May, 2021.
DOI: 10.6084/m9.figshare.19688818.v2
title: Burst Information & waiting time

description: All parameters and waiting time of the 1863 bursts from repeating FRB 20201124A detected by the Five-hundred-meter Aperture Spherical radio Telescope (FAST) during April and May, 2021.
DOI: 10.6084/m9.figshare.19688818.v1
title: Burst Information and waiting time FAST observations to FRB 20201124A during April and May, 2021

description: All parameters and waiting time of the 1863 bursts from repeating FRB 20201124A detected by the Five-hundred-meter Aperture Spherical radio Telescope (FAST) during April and May, 2021.
DOI: 10.6084/m9.figshare.19688845
title: Burst Information & waiting time

description: All parameters and waiting time of the 1863 bursts from repeating FRB 20201124A detected by the Five-hundred-meter Aperture Spherical radio Telescope (FAST) during April and May, 2021.
DOI: 10.6084/m9.figshare.19688845.v1
title: Burst Information & waiting time

description: All parameters and waiting time of the 1863 bursts from repeating FRB 20201124A detected by the Five-hundred-meter Aperture Spherical radio Telescope (FAST) during April and May, 2021.
DOI: 10.6084/m9.figshare.19688854.v1
title: Burst Information & waiting time

description: All parameters and waiting time of the 1863 bursts from repeating FRB 20201124A detected by the Five-hundred-meter Aperture Spherical radio Telescope (FAST) during April and May, 2021. These data are used in the paper "<strong>A fast radio burst source at a complex magnetised site in a barred galaxy"</strong>
DOI: 10.34740/kaggle/dsv/3559798
title: WallStreetBets 2022
DOI: 10.5281/zenodo.6509957
title: Base de datos - Principales motivos de pérdida dentaria en una localidad de La Habana, Cuba

description: Considerando que tanto el aumento como la presencia de un elevado número de perdida de dientes en el área estudiada, repercute de manera significativa en el correcto funcionamiento fisiológicos de las funciones estomatognáticas, deteriorando a consecuencia del estado de salud del paciente. Se llevó a cabo este estudio con el objetivo de identificar los principales motivos de extracción dentaria, en pacientes adultos de una localidad de La Habana, Cuba.
DOI: 10.17903/fk2/nia589
title: Ελληνικό νομικό πλαίσιο για την Τριτοβάθμια Εκπαίδευση (1993-1999)

description: Η συλλογή περιλαμβάνει το περιεχόμενο Νομοσχεδίων, εισηγητικών εκθέσεων, πρακτικών συζήτησης στη Βουλή, πρακτικών επιτροπών, Νόμων της περιόδου 2000-2021 αναφορικά της λειτουργίας των Ανώτατων Εκπαιδευτικών Ιδρυμάτων στη χώρα. Οι νομοθετικές παρεμβάσεις που περιλαμβάνει η συλλογή είναι οι εξής κάτωθι: N.2188/1994, N.2233/1994, N. 2327/1995, N. 2413/1996, N. 2454/1997, N.2517/1997, N.2530/1997, N. 2552/1997, N. 2621/1998, N. 2752/1999 . Η συγκεκριμένη συλλογή δύναται να συμβάλλει στην υλοποίηση σχεδίων έρευνας μέσω εφαρμογών δευτερογενούς ανάλυσης κειμένων όπως αυτή περιγράφεται στην Εκπαιδευτική πλατφόρμα εντός του μαθήματος Μεθοδολογία Ανάλυσης Κειμένων (ΜΑΚ) (https://elearning.sodanet.gr/).
DOI: 10.3886/e129182v1-116780
title: Dyscalculia project data

description: It is believed that the approximate estimation of large sets and the exact quantification of small sets (subitizing) are supported by two different systems, the Approximate Number System (ANS) and Object Tracking System (OTS), respectively. It is a current matter of debate whether they are both impaired in developmental dyscalculia (DD), a specific learning disability in symbolic number processing and calculation. Here we tackled this question by asking 32 DD children and 32 controls to perform a series of tasks on visually presented sets, including exact enumeration of small sets as well as comparison of large, uncountable sets. In children with DD, we found poor sensitivity in processing large numerosities, but we failed to find impairments in the exact enumeration of sets within the subitizing range. We also observed deficits in visual short-term memory skills in children with dyscalculia that, however, did not account for their low ANS acuity. Taken together, these results point to a dissociation between quantification skills in dyscalculia, they highlight a link between DD and low ANS acuity and provide support for the notion that DD is a multifaceted disability that covers multiple cognitive skills.
DOI: 10.6084/m9.figshare.19688866
title: Barb.Rodr. updated data

description: <strong>João Barbosa Rodrigues: a compilation of his remarkable trajectory as a scientist and main contributions to orchidology</strong> <br> Dados obtidos e utilizados para quantificar a contribuição de João Barbosa Rodrigues (Barb.Rodr.) na familia Orchidaceae. <br> <strong>Autores: Deivid Lucas de Lima da Costa, Mellina de Fátima Neres de Sousa Curty e Felipe Fajardo Villela Antolin Barberena.</strong>
DOI: 10.6084/m9.figshare.19688866.v1
title: Barb.Rodr. updated data

description: <strong>João Barbosa Rodrigues: a compilation of his remarkable trajectory as a scientist and main contributions to orchidology</strong> <br> Dados obtidos e utilizados para quantificar a contribuição de João Barbosa Rodrigues (Barb.Rodr.) na familia Orchidaceae. <br> <strong>Autores: Deivid Lucas de Lima da Costa, Mellina de Fátima Neres de Sousa Curty e Felipe Fajardo Villela Antolin Barberena.</strong>
DOI: 10.5281/zenodo.6509955
title: BigMart Retail Sales

description: <strong><em>Nothing ever becomes real till it is experienced.</em></strong> <strong><em>-John Keats</em></strong> While we don't know the context in which John Keats mentioned this, we are sure about its implication in data science. While you would have enjoyed and gained exposure to real world problems in this challenge, here is another opportunity to get your hand dirty with this practice problem. _______________________________________ <strong>Problem Statement :</strong> The data scientists at BigMart have collected 2013 sales data for 1559 products across 10 stores in different cities. Also, certain attributes of each product and store have been defined. The aim is to build a predictive model and find out the sales of each product at a particular store. Using this model, BigMart will try to understand the properties of products and stores which play a key role in increasing sales. Please note that the data may have missing values as some stores might not report all the data due to technical glitches. Hence, it will be required to treat them accordingly. ________________________________________ <strong>Data :</strong> We have 14204 samples in data set. <strong>Variable Description</strong> <strong>Item Identifier</strong>: A code provided for the item of sale <strong>Item Weight</strong>: Weight of item <strong>Item Fat Content</strong>: A categorical column of how much fat is present in the item: ‘Low Fat’, ‘Regular’, ‘low fat’, ‘LF’, ‘reg’ <strong>Item Visibility</strong>: Numeric value for how visible the item is <strong>Item Type</strong>: What category does the item belong to: ‘Dairy’, ‘Soft Drinks’, ‘Meat’, ‘Fruits and Vegetables’, ‘Household’, ‘Baking Goods’, ‘Snack Foods’, ‘Frozen Foods’, ‘Breakfast’, ’Health and Hygiene’, ‘Hard Drinks’, ‘Canned’, ‘Breads’, ‘Starchy Foods’, ‘Others’, ‘Seafood’. <strong>Item MRP</strong>: The MRP price of item <strong>Outlet Identifier</strong>: Which outlet was the item sold. This will be categorical column <strong>Outlet Establishment Year</strong>: Which year was the outlet established <strong>Outlet Size</strong>: A categorical column to explain size of outlet: ‘Medium’, ‘High’, ‘Small’. <strong>Outlet Location Type</strong>: A categorical column to describe the location of the outlet: ‘Tier 1’, ‘Tier 2’, ‘Tier 3’ <strong>Outlet Type</strong>: Categorical column for type of outlet: ‘Supermarket Type1’, ‘Supermarket Type2’, ‘Supermarket Type3’, ‘Grocery Store’ <strong>Item Outlet Sales</strong>: The number of sales for an item. _________________________________________ <strong>Evaluation Metric:</strong> We will use the <strong>Root Mean Square Error </strong>value to judge your response
DOI: 10.5281/zenodo.6509954
title: BigMart Retail Sales

description: <strong><em>Nothing ever becomes real till it is experienced.</em></strong> <strong><em>-John Keats</em></strong> While we don't know the context in which John Keats mentioned this, we are sure about its implication in data science. While you would have enjoyed and gained exposure to real world problems in this challenge, here is another opportunity to get your hand dirty with this practice problem. _______________________________________ <strong>Problem Statement :</strong> The data scientists at BigMart have collected 2013 sales data for 1559 products across 10 stores in different cities. Also, certain attributes of each product and store have been defined. The aim is to build a predictive model and find out the sales of each product at a particular store. Using this model, BigMart will try to understand the properties of products and stores which play a key role in increasing sales. Please note that the data may have missing values as some stores might not report all the data due to technical glitches. Hence, it will be required to treat them accordingly. ________________________________________ <strong>Data :</strong> We have 14204 samples in data set. <strong>Variable Description</strong> <strong>Item Identifier</strong>: A code provided for the item of sale <strong>Item Weight</strong>: Weight of item <strong>Item Fat Content</strong>: A categorical column of how much fat is present in the item: ‘Low Fat’, ‘Regular’, ‘low fat’, ‘LF’, ‘reg’ <strong>Item Visibility</strong>: Numeric value for how visible the item is <strong>Item Type</strong>: What category does the item belong to: ‘Dairy’, ‘Soft Drinks’, ‘Meat’, ‘Fruits and Vegetables’, ‘Household’, ‘Baking Goods’, ‘Snack Foods’, ‘Frozen Foods’, ‘Breakfast’, ’Health and Hygiene’, ‘Hard Drinks’, ‘Canned’, ‘Breads’, ‘Starchy Foods’, ‘Others’, ‘Seafood’. <strong>Item MRP</strong>: The MRP price of item <strong>Outlet Identifier</strong>: Which outlet was the item sold. This will be categorical column <strong>Outlet Establishment Year</strong>: Which year was the outlet established <strong>Outlet Size</strong>: A categorical column to explain size of outlet: ‘Medium’, ‘High’, ‘Small’. <strong>Outlet Location Type</strong>: A categorical column to describe the location of the outlet: ‘Tier 1’, ‘Tier 2’, ‘Tier 3’ <strong>Outlet Type</strong>: Categorical column for type of outlet: ‘Supermarket Type1’, ‘Supermarket Type2’, ‘Supermarket Type3’, ‘Grocery Store’ <strong>Item Outlet Sales</strong>: The number of sales for an item. _________________________________________ <strong>Evaluation Metric:</strong> We will use the <strong>Root Mean Square Error </strong>value to judge your response
DOI: 10.6084/m9.figshare.19688884
title: THE PREVALENCE OF DIABETIC KIDNEY DISEASE, RISK FACTORS AND ATYPICAL FEATURES IN TYPE 1 DIABETES MELLITUS ADULTS SEEN AT UNIVERSITAS ACADEMIC HOSPITAL, FREE STATE, SOUTH AFRICA

description: Background: Diabetic kidney disease (DKD) is common, often associated with other microvascular complications, and is a leading cause of end-stage kidney disease and a risk factor for cardiovascular complications. We aimed to evaluate the prevalence of DKD, atypical features, and associated risk factors in adults with type-1 diabetes mellitus (T1DM). Methods: This was a retrospective survey of 119 adult T1DM patients seen at the specialist endocrine clinic of Universitas Academic Hospital in the Free State Province, South Africa, between May 2017 and May 2019. DKD was defined as a spot urine albumin-creatinine ratio (uACR) above 3 mg/mmol of creatinine or an estimated glomerular filtration rate (eGFR) below 60 ml/min/1.73m² in at least two clinic visits, or a spot urine protein-creatinine-ratio (uPCR) above 0.3 g/mmol on one or more visits during the survey period. Results. The prevalence of DKD was 40.3% (48/119; 95% CI, 31.8–49.5%), with that of microalbuminuria (uACR 3–30 mg/mmol), macroalbuminuria (uACR≥30 mg/mmol), and reduced eGFR being 30.2% (36/119; CI, 22.6–39.2%), 8.4% (CI, 4.6–15%) and 5.9% (CI, 2.8‒11.9%), respectively. The prevalence of atypical DKD features was 33.3%, with one-third of patients with microalbuminuria having a duration of T1DM less than five years (12/119; 10.1%; CI, 5.8–17%). On logistic regression analysis, glycated haemoglobin A1c (odds ratio [OR] 1.22; CI, 1.06–1.41; p=0.007) and systolic blood pressure (OR 1.03; CI, 1.00–105; p=0.028) were independent predictors of DKD. Furthermore, the duration of diabetes and blood pressure (BP) were independent predictors of macroalbuminuria and reduced eGFR with albuminuria (OR 1.05; CI, 1.01‒1.08; p=0.009) itself an added risk factor for persistent eGFR&lt;60. Conclusion. The prevalence of DKD was appreciable and was associated with an early onset of microalbuminuria after diagnosis of T1DM. Glucose and BP control were significant predictors of DKD, highlighting their importance in the T1DM population.
DOI: 10.6084/m9.figshare.19688884.v1
title: THE PREVALENCE OF DIABETIC KIDNEY DISEASE, RISK FACTORS AND ATYPICAL FEATURES IN TYPE 1 DIABETES MELLITUS ADULTS SEEN AT UNIVERSITAS ACADEMIC HOSPITAL, FREE STATE, SOUTH AFRICA

description: Background: Diabetic kidney disease (DKD) is common, often associated with other microvascular complications, and is a leading cause of end-stage kidney disease and a risk factor for cardiovascular complications. We aimed to evaluate the prevalence of DKD, atypical features, and associated risk factors in adults with type-1 diabetes mellitus (T1DM). Methods: This was a retrospective survey of 119 adult T1DM patients seen at the specialist endocrine clinic of Universitas Academic Hospital in the Free State Province, South Africa, between May 2017 and May 2019. DKD was defined as a spot urine albumin-creatinine ratio (uACR) above 3 mg/mmol of creatinine or an estimated glomerular filtration rate (eGFR) below 60 ml/min/1.73m² in at least two clinic visits, or a spot urine protein-creatinine-ratio (uPCR) above 0.3 g/mmol on one or more visits during the survey period. Results. The prevalence of DKD was 40.3% (48/119; 95% CI, 31.8–49.5%), with that of microalbuminuria (uACR 3–30 mg/mmol), macroalbuminuria (uACR≥30 mg/mmol), and reduced eGFR being 30.2% (36/119; CI, 22.6–39.2%), 8.4% (CI, 4.6–15%) and 5.9% (CI, 2.8‒11.9%), respectively. The prevalence of atypical DKD features was 33.3%, with one-third of patients with microalbuminuria having a duration of T1DM less than five years (12/119; 10.1%; CI, 5.8–17%). On logistic regression analysis, glycated haemoglobin A1c (odds ratio [OR] 1.22; CI, 1.06–1.41; p=0.007) and systolic blood pressure (OR 1.03; CI, 1.00–105; p=0.028) were independent predictors of DKD. Furthermore, the duration of diabetes and blood pressure (BP) were independent predictors of macroalbuminuria and reduced eGFR with albuminuria (OR 1.05; CI, 1.01‒1.08; p=0.009) itself an added risk factor for persistent eGFR&lt;60. Conclusion. The prevalence of DKD was appreciable and was associated with an early onset of microalbuminuria after diagnosis of T1DM. Glucose and BP control were significant predictors of DKD, highlighting their importance in the T1DM population.
DOI: 10.3886/e169321
title: Public Servants Anti-Discriminatory

description: Stata datasets and .do files for Do Future Public Servants Have More Anti-Discriminatory Behavior? <br><br><br><br><br><br><br>
DOI: 10.3886/e169321v1
title: Public Servants Anti-Discriminatory

description: Stata datasets and .do files for Do Future Public Servants Have More Anti-Discriminatory Behavior? <br><br><br><br><br><br><br>
DOI: 10.5281/zenodo.6507895
title: How have views on Software Quality shifted: theoretical and practical viewpoints (Replication package)

description: Theoretical and practical viewpoints on the quality of code snippets.
DOI: 10.5281/zenodo.6510021
title: Data Supplement: Open-source model-based reconstruction in Julia (ISMRM 2022)

description: Dataset to accompany the abstract presented at ISMRM 2022: Open-source model-based reconstruction in Julia: A pipeline for spiral diffusion imaging Instructions after download are found at the github link for the project.
DOI: 10.5281/zenodo.6510020
title: Data Supplement: Open-source model-based reconstruction in Julia (ISMRM 2022)

description: Dataset to accompany the abstract presented at ISMRM 2022: Open-source model-based reconstruction in Julia: A pipeline for spiral diffusion imaging Instructions after download are found at the github link for the project.
DOI: 10.5281/zenodo.6497839
title: Pathway2Text: Dataset for Biomedical Pathway Description Generation

description: This is the dataset of the NAACL 2022 paper: Pathway2Text: Dataset and Method for Biomedical Pathway Description Generation. This dataset contains 2,367 pairs of biomedical pathways and textual descriptions. It can be used for automatic pathway description generation. In our paper, we showed it is also appropriate for Text2Graph and BioNER.
DOI: 10.5281/zenodo.6510036
title: Renaissance Benchmark Results for OpenJDK, HotSpot and GraalVM

description: The Renaissance Benchmark Suite is an open source collaborative benchmark project where the community can propose and improve benchmark workloads. This archive contains a collection of benchmark results collected on multiple JVM implementations.<br> <br> The measurements in this archive were collected using Renaissance 0.14.0, OpenJDK 11.0.15, OpenJDK 17.0.3, HotSpot 11.0.15, HotSpot 17.0.3 and GraalVM 22.1.
DOI: 10.5281/zenodo.6510035
title: Renaissance Benchmark Results for OpenJDK, HotSpot and GraalVM

description: The Renaissance Benchmark Suite is an open source collaborative benchmark project where the community can propose and improve benchmark workloads. This archive contains a collection of benchmark results collected on multiple JVM implementations.<br> <br> The measurements in this archive were collected using Renaissance 0.14.0, OpenJDK 11.0.15, OpenJDK 17.0.3, HotSpot 11.0.15, HotSpot 17.0.3 and GraalVM 22.1.
DOI: 10.6084/m9.figshare.15593528
title: An overview of the Hexagenitidae (Ephemeroptera) from the Crato Formation (Aptian, Lower Cretaceous) of Brazil, with the description of a new species

description: Among mayflies, the Hexagenitidae is the most common family of the Cretaceous, including in the world-renowned Crato Formation (Aptian) of northeastern Brazil. However, most of the Crato mayfly fauna was described based on nymphs, which, due to their ontogenetic development, may present numerous continuous characters. As a consequence, many unclear taxa have been described, and their taxonomic position needs to be re-evaluated. We here present a checklist and revision of some previously described species from the Crato Formation and the description of new specimens. We propose a new species, <i>Protoligoneuria heloisae</i> sp. nov., based on a previously described adult erroneously referred to within Oligoneuriidae. Further adult specimens of Hexagenitidae are here described in detail, presenting new morphological data and variations that were, up to now, unknown for Hexagenitidae of the Crato Formation. Lastly, we briefly discuss the genus <i>Cratohexagenites</i>. Our new findings further add to the taxonomical and morphological diversity of the adult mayfly fauna of the Crato Formation.
DOI: 10.6084/m9.figshare.15593528.v1
title: An overview of the Hexagenitidae (Ephemeroptera) from the Crato Formation (Aptian, Lower Cretaceous) of Brazil, with the description of a new species

description: Among mayflies, the Hexagenitidae is the most common family of the Cretaceous, including in the world-renowned Crato Formation (Aptian) of northeastern Brazil. However, most of the Crato mayfly fauna was described based on nymphs, which, due to their ontogenetic development, may present numerous continuous characters. As a consequence, many unclear taxa have been described, and their taxonomic position needs to be re-evaluated. We here present a checklist and revision of some previously described species from the Crato Formation and the description of new specimens. We propose a new species, <i>Protoligoneuria heloisae</i> sp. nov., based on a previously described adult erroneously referred to within Oligoneuriidae. Further adult specimens of Hexagenitidae are here described in detail, presenting new morphological data and variations that were, up to now, unknown for Hexagenitidae of the Crato Formation. Lastly, we briefly discuss the genus <i>Cratohexagenites</i>. Our new findings further add to the taxonomical and morphological diversity of the adult mayfly fauna of the Crato Formation.
DOI: 10.5281/zenodo.6510049
title: User Evaluation and Metrics Analysis of a Prototype Web-based Federated Search Engine for Art and Cultural Heritage

description: This dataset includes the quantitative data of the usage during the evaluation phase of a prototype web-based federated search engine for art and cultural heritage related content. The metrics which resulted in the dataset were in the form of a timeline of actions taken from a user (evaluator) in the course of a single session of interaction with the platform. A total of 20 different metrics were being monitored regarding the usage of the search engine, including submitting a query, a voice query, preforming a visual search, viewing a result, viewing a visual search result, updating an avatar, editing a user profile or changing user preferences, bookmarking and removing bookmarks of results and visual search results, using text to speech of all the various elements, opening the source view of a result and clicking a concept tag. All metrics included the timestamp of the event taking place and the value of the related event (e.g. the term of a search query).