cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7737247
title: Top quark pair production at the LHC, with all hadronic resolved decays for solving event combinatorics

description: <strong>R&D Datasets for solving event combinatorics in all hadronic top quark pair events at the LHC.</strong> Used in the development of Topographs: Topological Reconstruction of Particle Physics Processes using Graph Neural Networks The datasets contain 5.8M ttbar events in the all hadronic decay channel, with jets matched to the truth partons in the top quark decays. <strong>Event generation</strong> Centre of Mass energy: 13 TeV MC Generator: MadGraph5_aMC@NLO v3.1.0, with MadSpin modelling the decays of the top quarks and W bosons. Parton Shower: Pythia v .243 Detector response: Delphes v3.4.2 using ATLAS-like geometry Jets reconstructed with anti-kt algorithm, R=0.4, using FastJet b-Tagging corresponds to inclusive 70% b-jet efficiency <strong>Event selection and truth matching</strong> All events are required to have at least six reconstructed jets and exactly zero leptons (electrons or muons) Partons are matched to jets using \(\Delta R\) matching, with \(\Delta R &lt; 0.4\) Events with partons matched to multiple jets or jets to multiple partons are discarded Up to 16 jets are stored per event In the training dataset 1,340,000 events have all partons from the ttbar decays matched to jets. In the validation dataset, 71,000 events have all partons from the ttbar decays matched to jets. In the testing dataset 76,000 events have all partons from the ttbar decays matched to jets. <strong>Dataset format</strong> The dataset is in h5 format and the key 'delphes' has the following numpy arrays: <pre><code>jets (16), jets_indices (16), matchability, nbjets, njets, partons (10) </code></pre> Jets structured numpy array per event: <pre><code>(pt, eta, phi, energy, is_tagged)</code></pre> Jets_indices: Integer corresponding to the parton the jet is matched to From 0 to 5: b1 W1j1 W1j2 b2 W2j1 W2j2 (1= from top, 2=from antitop) -1 indicates not matched to a parton Properties of matched partons can be obtained from the partons array matchability: Which partons are matched to jets in event Binary representation with bits corresponding to each parton (length 6) 0b111111 From left to right: b1 W1j1 W1j2 b2 W2j1 W2j2 0b111000 (56) is one top fully matched, 0b000111 (7) is the other top fully matched, 0b111111 (63) is both tops fully matched njets, nbjets: How many jets/bjets in event partons: List of truth particles from ttbar decay: tops, Ws, quarks, ordered by top quark and its decays followed by anti-top and its decays <pre><code>PDGID, pt, eta, phi, mass</code></pre>
DOI: 10.5281/zenodo.7764082
title: Assessment of Subsampling Schemes for Compressive Nano-FTIR Imaging: Underlying Dataset

description: The dataset in this publication is related to the following Publication: Metzner, S., Kästner, B., Marschall, M., Wubbeler, G., Wundrack, S., Bakin, A., Hoehl, A., Ruhl, E., & Elster, C. (2022).<br> Assessment of Subsampling Schemes for Compressive Nano-FTIR Imaging.<br> <em>IEEE Transactions on Instrumentation and Measurement</em>, <em>71</em>, 1–8.<br> https://doi.org/10.1109/TIM.2022.3204072 It contains the underlying code and the data for generating the figures.
DOI: 10.5281/zenodo.7764081
title: Assessment of Subsampling Schemes for Compressive Nano-FTIR Imaging: Underlying Dataset

description: The dataset in this publication is related to the following Publication: Metzner, S., Kästner, B., Marschall, M., Wubbeler, G., Wundrack, S., Bakin, A., Hoehl, A., Ruhl, E., & Elster, C. (2022).<br> Assessment of Subsampling Schemes for Compressive Nano-FTIR Imaging.<br> <em>IEEE Transactions on Instrumentation and Measurement</em>, <em>71</em>, 1–8.<br> https://doi.org/10.1109/TIM.2022.3204072 It contains the underlying code and the data for generating the figures.
DOI: 10.3886/icpsr23741.v2
title: Federal Justice Statistics Program: Suspects in Federal Criminal Matters Concluded, 1994 [United States]
title: Version 2

description: The data contain records of suspects in federal criminal matters concluded by United States attorneys or United States magistrates during fiscal year 1994. The data were constructed from the Executive Office for United States Attorneys (EOUSA) Central System file. Records include suspects in criminal matters, and are limited to suspects whose matters were not declined immediately by the United States attorneys. According to the EOUSA, the United States attorneys conduct approximately 95 percent of the prosecutions handled by the Department of Justice. The Central System data contain variables from the original EOUSA files as well as additional analysis variables, or "SAF" variables, that denote subsets of the data. These SAF variables are related to statistics reported in the Compendium of Federal Justice Statistics, Tables 1.2-1.5. Variables containing identifying information (e.g., name, Social Security Number) were replaced with blanks, and the day portions of date fields were also sanitized in order to protect the identities of individuals. These data are part of a series designed by the Urban Institute (Washington, DC) and the Bureau of Justice Statistics. Data and documentation were prepared by the Urban Institute.
description: Datasets: DS1: Federal Justice Statistics Program: Suspects in Federal Criminal Matters Concluded, 1994 [United States]
description: Suspects in federal criminal matters concluded by United States attorneys or United States magistrates during fiscal year 1994.
DOI: 10.3886/icpsr23741
title: Federal Justice Statistics Program: Suspects in Federal Criminal Matters Concluded, 1994 [United States]
title: Archival Version

description: The data contain records of suspects in federal criminal matters concluded by United States attorneys or United States magistrates during fiscal year 1994. The data were constructed from the Executive Office for United States Attorneys (EOUSA) Central System file. Records include suspects in criminal matters, and are limited to suspects whose matters were not declined immediately by the United States attorneys. According to the EOUSA, the United States attorneys conduct approximately 95 percent of the prosecutions handled by the Department of Justice. The Central System data contain variables from the original EOUSA files as well as additional analysis variables, or "SAF" variables, that denote subsets of the data. These SAF variables are related to statistics reported in the Compendium of Federal Justice Statistics, Tables 1.2-1.5. Variables containing identifying information (e.g., name, Social Security Number) were replaced with blanks, and the day portions of date fields were also sanitized in order to protect the identities of individuals. These data are part of a series designed by the Urban Institute (Washington, DC) and the Bureau of Justice Statistics. Data and documentation were prepared by the Urban Institute.
description: Datasets: DS1: Federal Justice Statistics Program: Suspects in Federal Criminal Matters Concluded, 1994 [United States]
description: Suspects in federal criminal matters concluded by United States attorneys or United States magistrates during fiscal year 1994.
DOI: 10.6084/m9.figshare.22325224.v1
title: AZA 990 Form Data Collection

description: AZA Form 990 Data Collection
DOI: 10.6084/m9.figshare.22325224
title: AZA 990 Form Data Collection

description: AZA Form 990 Data Collection
DOI: 10.35078/nx7nen
title: Replication Data for: Ficha epidemiológica de localidade: Distrito: Caratinga | Município: São Sebastião do Rio Preto

description: Levantamento Triatomínico com operações de campo ocorridas em Minas Gerais pela Superintendência de Campanhas de Saúde Pública (SUCAM) e FUNASA (Fundação Nacional de Saúde), no período de 1979 a 1999, objetivando a busca da presença de vetores da doença de Chagas ou de vestígios dessa presença. A partir dela são orientadas as operações com inseticida (pt) Triatomine survey with field operations carried out in Minas Gerais by the Public Health Campaigns Superintendence (SUCAM) and FUNASA (National Health Foundation), from 1979 to 1999, aiming to search for the presence of Chagas disease vectors or traces of that presence. From it, operations with insecticide are guided (en) Encuesta de triatominos con operaciones de campo realizada en Minas Gerais por la Superintendencia de Campañas de Salud Pública (SUCAM) y FUNASA (Fundación Nacional de Salud), de 1979 a 1999, con el objetivo de buscar la presencia de vectores de la enfermedad de Chagas o rastros de esa presencia. Desde ella se orientan las operaciones con insecticida (es)
DOI: 10.3886/icpsr23743.v2
title: Federal Justice Statistics Program: Defendants in Federal Criminal Cases -- Terminated, 1994 [United States]
title: Version 2

description: The data contain records of defendants in federal criminal cases terminated in United States District Court during fiscal year 1994. The data were constructed from the Executive Office for United States Attorneys (EOUSA) Central System file. According to the EOUSA, the United States attorneys conduct approximately 95 percent of the prosecutions handled by the Department of Justice. The Central System data contain variables from the original EOUSA files as well as additional analysis variables, or "SAF" variables, that denote subsets of the data. These SAF variables are related to statistics reported in the Compendium of Federal Justice Statistics. Variables containing identifying information (e.g., name, Social Security Number) were replaced with blanks, and the day portions of date fields were also sanitized in order to protect the identities of individuals. These data are part of a series designed by the Urban Institute (Washington, DC) and the Bureau of Justice Statistics. Data and documentation were prepared by the Urban Institute.
description: Datasets: DS1: Federal Justice Statistics Program: Defendants in Federal Criminal Cases -- Terminated, 1994 [United States]
description: Defendants in federal criminal cases terminated in United States District Court during fiscal year 1994.
DOI: 10.3886/icpsr23743
title: Federal Justice Statistics Program: Defendants in Federal Criminal Cases -- Terminated, 1994 [United States]
title: Archival Version

description: The data contain records of defendants in federal criminal cases terminated in United States District Court during fiscal year 1994. The data were constructed from the Executive Office for United States Attorneys (EOUSA) Central System file. According to the EOUSA, the United States attorneys conduct approximately 95 percent of the prosecutions handled by the Department of Justice. The Central System data contain variables from the original EOUSA files as well as additional analysis variables, or "SAF" variables, that denote subsets of the data. These SAF variables are related to statistics reported in the Compendium of Federal Justice Statistics. Variables containing identifying information (e.g., name, Social Security Number) were replaced with blanks, and the day portions of date fields were also sanitized in order to protect the identities of individuals. These data are part of a series designed by the Urban Institute (Washington, DC) and the Bureau of Justice Statistics. Data and documentation were prepared by the Urban Institute.
description: Datasets: DS1: Federal Justice Statistics Program: Defendants in Federal Criminal Cases -- Terminated, 1994 [United States]
description: Defendants in federal criminal cases terminated in United States District Court during fiscal year 1994.
DOI: 10.6084/m9.figshare.22325272
title: Supplementary Material for: The Effect of Mechanical Thrombectomy on the Incidence of Poststroke Cognitive Impairment: A Systematic Review of Inhomogeneous Literature

description: <b><i>Introduction:</i></b> The aim of this study was to evaluate the effect of mechanical thrombectomy (MT) on the incidence of poststroke cognitive impairment (PSCI) in anterior circulation stroke. <b><i>Methods:</i></b> Literature research was performed on PubMed/OVID/Cochrane CENTRAL for studies published in 2015–2022. A review of the references of the included papers was performed for further eligible articles. Clinical characteristics, NIHSS, dementia tests, and outcomes were recorded. The exclusion criteria were nonhuman and non-English. Studies qualities were assessed with MINORS/RoB2 and GRADE. A meta-analysis was performed using the standardized mean difference (Cohen’s d) to measure effect size. <b><i>Results:</i></b> Four studies were included in the systematic review after screening 749 articles. No significant differences were found for age and gender (years: 66.70 ± 11.14 vs. 67.59 ± 10.11, <i>p</i> = 0.37; male 53.8% vs. 56.4%, <i>p</i> = 0.57). MT patients had a more severe stroke than that of the control group (NIHSS: 14.70 ± 4.31 vs. 11.17 ± 4.12; <i>p</i> &lt; 0.0001). The control group consisted of medical therapy-alone patients in all studies. <i>I</i><sup>2</sup> was 76.95%, and <i>Q</i> was 43.4%. MT patients have better performance in overall cognition (<i>d</i> = 0.33 [0.074–0.58]) and in several cognitive domains than in the control group (TMT-A, <i>d</i> = 0.37 [0.04–0.70]; TMT-B, <i>d</i> = 0.35 [0.12–0.58]; digit span test [backward], <i>d</i> = 0.61 [0.18–1.06]; colored progressive matrices, <i>d</i> = 0.48 [0.05–0.91]; Stroop test [word reading], <i>d</i> = 0.60 [0.17–1.03]; color naming, <i>d</i> = 0.51 [0.08–0.94]; Rey-Osterrieth Complex Figure [immediate recall], <i>d</i> = 0.79 [0.35–1.23]; Rey Auditory Verbal Learning Test [immediate recall], <i>d</i> = 0.79 [0.36–1.23]; delayed recall, <i>d</i> = 0.46 [0.035–0.89]; and MOCA, <i>d</i> = 0.46 [−0.04 to 0.96]). Medical therapy patients had a higher score in coping strategy than MT patients (COPE-28 acceptance, <i>d</i> = −1.00 [−1.53 to −0.48]). <b><i>Conclusions:</i></b> The incidence of PSCI is lower in MT patients than in the control group.
DOI: 10.3886/icpsr23744.v2
title: Federal Justice Statistics Program: Charges Filed Against Defendants in Criminal Cases in District Court, 1994 [United States]
title: Version 2

description: The data contain records of charges filed against defendants whose cases were filed by United States attorneys in United States district court during fiscal year 1994. The data are charge-level records, and more than one charge may be filed against a single defendant. The data were constructed from the Executive Office for United States Attorneys (EOUSA) Central Charge file. The charge-level data may be linked to defendant-level data (extracted from the EOUSA Central System file) through the CS_SEQ variable, and it should be noted that some defendants may not have any charges other than the lead charge appearing on the defendant-level record. The Central Charge and Central System data contain variables from the original EOUSA files as well as additional analysis variables, or "SAF" variables, that denote subsets of the data. These SAF variables are related to statistics reported in the Compendium of Federal Justice Statistics. Variables containing identifying information (e.g., name, Social Security Number) were replaced with blanks, and the day portions of date fields were also sanitized in order to protect the identities of individuals. These data are part of a series designed by the Urban Institute (Washington, DC) and the Bureau of Justice Statistics. Data and documentation were prepared by the Urban Institute.
description: Datasets: DS1: Federal Justice Statistics Program: Charges Filed Against Defendants in Criminal Cases in District Court, 1994 [United States]
description: Charges filed against defendants in United States district court during fiscal year 1994.
DOI: 10.23708/gzcm1o
title: Yellow mottle disease epidemiology: RYMV specific detection in field-collected leaves from western Burkina Faso (2015-2019)

description: This project aims at a better understanding of yellow mottle disease epidemiology, both at the regional level, by comparing irrigated areas to rainfed lowland rice, and at the within-field level. The study area is located in western Burkina Faso, in a 100x100kms region within the three provinces Houet, Kénédougou and Comoé, in the sudanian bioclimatic area. Major study sites correspond to three geographical zones (Bama, Banzon and Karfiguela), each of these zones presenting both an irrigated area and neighboring rainfed lowland. Irrigated areas and rainfed lowland were chosen as “neighboring” to assume similar climatic conditions. We followed up these six sites from 2016 to 2019. Prior to that, an initial survey was performed in 2015 in two areas, all irrigated: Banzon and Karfiguela. Collected rice leaves were tested for the specific serological detection of Rice Yellow Mottle Virus (RYMV) by specific DAS-ELISA. This dataset provides information about each analyzed sample (Data_RYMV_BF_Samples_Dataset.tab), and prevalence (=incidence) data in each studied field (Data_RYMV_BF_Fields_Dataset.tab).
DOI: 10.3886/icpsr23761.v2
title: Federal Justice Statistics Program: Defendants in Federal Criminal Cases in District Court -- Pending, 1994 [United States]
title: Version 2

description: The data contain records of defendants in criminal cases filed in United States District Court before or during fiscal year 1994 and still pending as of year-end. The data were constructed from the Administrative Office of the United States District Courts' (AOUSC) criminal file. Defendants in criminal cases may be either individuals or corporations. There is one record for each defendant in each case filed. Included in the records are data from court proceedings and offense codes for up to five offenses charged at the time the case was filed. (The most serious charge at termination may differ from the most serious charge at case filing, due to plea bargaining or action of the judge or jury.) In a case with multiple charges against the defendant, a "most serious" offense charge is determined by a hierarchy of offenses based on statutory maximum penalties associated with the charges. The data file contains variables from the original AOUSC files as well as additional analysis variables, or "SAF" variables, that denote subsets of the data. These SAF variables are related to statistics reported in the Compendium of Federal Justice Statistics, Tables 4.1-4.5 and 5.1-5.6. Variables containing identifying information (e.g., name, Social Security number) were replaced with blanks, and the day portions of date fields were also sanitized in order to protect the identities of individuals. These data are part of a series designed by the Urban Institute (Washington, DC) and the Bureau of Justice Statistics. Data and documentation were prepared by the Urban Institute.
description: Datasets: DS1: Federal Justice Statistics Program: Defendants in Federal Criminal Cases in District Court -- Pending, 1994 [United States]
description: Criminal cases filed in United States District Court during fiscal year 1994 and still pending as of year-end.
DOI: 10.3886/icpsr23761
title: Federal Justice Statistics Program: Defendants in Federal Criminal Cases in District Court -- Pending, 1994 [United States]
title: Archival Version

description: The data contain records of defendants in criminal cases filed in United States District Court before or during fiscal year 1994 and still pending as of year-end. The data were constructed from the Administrative Office of the United States District Courts' (AOUSC) criminal file. Defendants in criminal cases may be either individuals or corporations. There is one record for each defendant in each case filed. Included in the records are data from court proceedings and offense codes for up to five offenses charged at the time the case was filed. (The most serious charge at termination may differ from the most serious charge at case filing, due to plea bargaining or action of the judge or jury.) In a case with multiple charges against the defendant, a "most serious" offense charge is determined by a hierarchy of offenses based on statutory maximum penalties associated with the charges. The data file contains variables from the original AOUSC files as well as additional analysis variables, or "SAF" variables, that denote subsets of the data. These SAF variables are related to statistics reported in the Compendium of Federal Justice Statistics, Tables 4.1-4.5 and 5.1-5.6. Variables containing identifying information (e.g., name, Social Security number) were replaced with blanks, and the day portions of date fields were also sanitized in order to protect the identities of individuals. These data are part of a series designed by the Urban Institute (Washington, DC) and the Bureau of Justice Statistics. Data and documentation were prepared by the Urban Institute.
description: Datasets: DS1: Federal Justice Statistics Program: Defendants in Federal Criminal Cases in District Court -- Pending, 1994 [United States]
description: Criminal cases filed in United States District Court during fiscal year 1994 and still pending as of year-end.
DOI: 10.3886/icpsr23760.v2
title: Federal Justice Statistics Program: Defendants in Federal Criminal Cases in District Court -- Terminated, 1994 [United States]
title: Version 2

description: The data contain records of defendants in criminal cases terminated in United States District Court during fiscal year 1994. The data were constructed from the Administrative Office of the United States District Courts' (AOUSC) criminal file. Defendants in criminal cases may be either individuals or corporations. There is one record for each defendant in each case filed. Included in the records are data from court proceedings and offense codes for up to five offenses charged at the time the case was filed. (The most serious charge at termination may differ from the most serious charge at case filing, due to plea bargaining or action of the judge or jury.) In a case with multiple charges against the defendant, a "most serious" offense charge is determined by a hierarchy of offenses based on statutory maximum penalties associated with the charges. The data file contains variables from the original AOUSC files as well as additional analysis variables, or "SAF" variables, that denote subsets of the data. These SAF variables are related to statistics reported in the Compendium of Federal Justice Statistics, Tables 4.1-4.5 and 5.1-5.6. Variables containing identifying information (e.g., name, Social Security number) were replaced with blanks, and the day portions of date fields were also sanitized in order to protect the identities of individuals. These data are part of a series designed by the Urban Institute (Washington, DC) and the Bureau of Justice Statistics. Data and documentation were prepared by the Urban Institute.
description: Datasets: DS1: Federal Justice Statistics Program: Defendants in Federal Criminal Cases in District Court -- Terminated, 1994 [United States]
description: Criminal cases terminated in United States District Court during fiscal year 1994.
DOI: 10.15468/dl.txvyxk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query: { "TaxonKey" : [ "is Calamagrostis ×submonticola Prob." ] } The dataset includes 0 records from 0 constituent datasets: