cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4012538
title: Ontolex-lemon and TIAD versions of Apertium Romanian-Catalan dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: 2018-2019, Marc Riera Irigoyen 2007-2018, Francis M. Tyers 2018, Xavi Ivars 2013-2015, Kevin Brubeck Unhammer 2012, Anthony J. Bentley 2008-2010, Jim O'Regan 2009, Pasquale Minervini 2009, Mireia Ginestí Rosell 2008, Jacob Nordfalk 2008, Dipesquirol 2007-2008, Enrique Benimeli Bofarull 2008, Gema Ramírez Sánchez
DOI: 10.5281/zenodo.4012537
title: Ontolex-lemon and TIAD versions of Apertium Romanian-Catalan dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: 2018-2019, Marc Riera Irigoyen 2007-2018, Francis M. Tyers 2018, Xavi Ivars 2013-2015, Kevin Brubeck Unhammer 2012, Anthony J. Bentley 2008-2010, Jim O'Regan 2009, Pasquale Minervini 2009, Mireia Ginestí Rosell 2008, Jacob Nordfalk 2008, Dipesquirol 2007-2008, Enrique Benimeli Bofarull 2008, Gema Ramírez Sánchez
DOI: 10.5281/zenodo.4012536
title: Ontolex-lemon and TIAD versions of Apertium Portuguese-Galician dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: (c) 2007--2008, imaxin|software (http://www.imaxin.com) (c) 2005--2008, Universitat d'Alacant (Transducens group)
DOI: 10.5281/zenodo.4012535
title: Ontolex-lemon and TIAD versions of Apertium Portuguese-Galician dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: (c) 2007--2008, imaxin|software (http://www.imaxin.com) (c) 2005--2008, Universitat d'Alacant (Transducens group)
DOI: 10.5281/zenodo.4012533
title: Ontolex-lemon and TIAD versions of Apertium Portuguese-Catalan dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: 2019-2020, Hèctor Alòs i Font 2016, Bror Hultberg 2008-2016, Francis M. Tyers 2012, Anthony J. Bentley 2009, Pasquale Minervini 2009, Mireia Ginestí Rosell 2008, Jim O'Regan 2008, Carme Armentano-Oller 2008, Mikel L. Forcada
DOI: 10.5281/zenodo.4012532
title: Ontolex-lemon and TIAD versions of Apertium Portuguese-Catalan dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: 2019-2020, Hèctor Alòs i Font 2016, Bror Hultberg 2008-2016, Francis M. Tyers 2012, Anthony J. Bentley 2009, Pasquale Minervini 2009, Mireia Ginestí Rosell 2008, Jim O'Regan 2008, Carme Armentano-Oller 2008, Mikel L. Forcada
DOI: 10.5281/zenodo.4012422
title: Ontolex-lemon and TIAD versions of Apertium Polish-Silesian dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: 2018, Grzegorz Kulik
DOI: 10.5281/zenodo.4012421
title: Ontolex-lemon and TIAD versions of Apertium Polish-Silesian dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: 2018, Grzegorz Kulik
DOI: 10.5281/zenodo.4012415
title: Ontolex-lemon and TIAD versions of Apertium Occitan (post 1500)-French dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: 2018-2019, Hèctor Alòs i Font 2019, unuaiga-congres 2018, Claudi Balaguer 2016-2018, Francis M. Tyers 2018, Xavi Ivars 2016, Aurelie Seguier
DOI: 10.5281/zenodo.4012414
title: Ontolex-lemon and TIAD versions of Apertium Occitan (post 1500)-French dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: 2018-2019, Hèctor Alòs i Font 2019, unuaiga-congres 2018, Claudi Balaguer 2016-2018, Francis M. Tyers 2018, Xavi Ivars 2016, Aurelie Seguier
DOI: 10.5281/zenodo.4012413
title: Ontolex-lemon and TIAD versions of Apertium Occitan (post 1500)-Spanish dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: (c) 2005 Universitat d'Alacant (Transducens group) (c) 2005--2008 Generalitat de Catalunya (c) 2005 Universitat Pompeu Fabra (IULA) (c) 2007--2008 Prompsit Language Engineering S.L.
DOI: 10.5281/zenodo.4012412
title: Ontolex-lemon and TIAD versions of Apertium Occitan (post 1500)-Spanish dictionary

description: OntoLex-lemon and TSV conversion of Apertium Bidix. For more details, see https://www.aclweb.org/anthology/2020.lrec-1.401/ Authors of the original data: (c) 2005 Universitat d'Alacant (Transducens group) (c) 2005--2008 Generalitat de Catalunya (c) 2005 Universitat Pompeu Fabra (IULA) (c) 2007--2008 Prompsit Language Engineering S.L.
DOI: 10.6084/m9.figshare.4522934
title: Dataset for: Hypothalamic Transcriptomic Alterations in Male and Female California Mice (Peromyscus californicus) Developmentally Exposed to Bisphenol A or Ethinyl Estradiol

description: Bisphenol A (BPA) is an endocrine disrupting chemical (EDC) prevalent in many household items. Rodent models and human epidemiological studies have linked this chemical to neurobehavior impairments. In California mice, developmental exposure to BPA results in socio-sexual disorders at adulthood, including communication and biparental care deficits, behaviors that are primarily regulated by the hypothalamus. Thus, we sought to examine the transcriptomic profile in this brain region from juvenile male and female California mice offspring exposed from periconception through lactation to BPA or ethinyl estradiol (EE, estrogen present in birth control pills and considered a positive estrogen control for BPA studies). Two weeks prior to breeding, P0 females were fed a control diet, or this diet supplemented with 50 mg BPA/kg feed weight or 0.1 ppb EE and continued on the diets through lactation. At weaning, brains from male and female offspring were collected, hypothalamic RNA isolated, and RNA-seq analysis performed. Results indicate BPA and EE groups clustered separately from controls with BPA and EE exposure leading to unique set of signature gene profiles. Kcnd3 was down-regulated in the hypothalamus of BPA and EE-exposed females, whereas Tbl2, Topors, Kif3a, and Phactr2 were upregulated in these groups. Comparison of transcripts differentially expressed in BPA- and EE-groups revealed significant enrichment of gene-ontology terms associated with microtubule based processes. Current results show perinatal exposure to BPA or EE can result in several transcriptomic alterations, including those associated with microtubule functions, in the hypothalamus of California mice. It remains to be determined whether these genes mediate BPA-induced behavioral disruptions.
DOI: 10.6084/m9.figshare.4522934.v1
title: Dataset for: Hypothalamic Transcriptomic Alterations in Male and Female California Mice (Peromyscus californicus) Developmentally Exposed to Bisphenol A or Ethinyl Estradiol

description: Bisphenol A (BPA) is an endocrine disrupting chemical (EDC) prevalent in many household items. Rodent models and human epidemiological studies have linked this chemical to neurobehavior impairments. In California mice, developmental exposure to BPA results in socio-sexual disorders at adulthood, including communication and biparental care deficits, behaviors that are primarily regulated by the hypothalamus. Thus, we sought to examine the transcriptomic profile in this brain region from juvenile male and female California mice offspring exposed from periconception through lactation to BPA or ethinyl estradiol (EE, estrogen present in birth control pills and considered a positive estrogen control for BPA studies). Two weeks prior to breeding, P0 females were fed a control diet, or this diet supplemented with 50 mg BPA/kg feed weight or 0.1 ppb EE and continued on the diets through lactation. At weaning, brains from male and female offspring were collected, hypothalamic RNA isolated, and RNA-seq analysis performed. Results indicate BPA and EE groups clustered separately from controls with BPA and EE exposure leading to unique set of signature gene profiles. Kcnd3 was down-regulated in the hypothalamus of BPA and EE-exposed females, whereas Tbl2, Topors, Kif3a, and Phactr2 were upregulated in these groups. Comparison of transcripts differentially expressed in BPA- and EE-groups revealed significant enrichment of gene-ontology terms associated with microtubule based processes. Current results show perinatal exposure to BPA or EE can result in several transcriptomic alterations, including those associated with microtubule functions, in the hypothalamus of California mice. It remains to be determined whether these genes mediate BPA-induced behavioral disruptions.
DOI: 10.6084/m9.figshare.4522928.v1
title: Dataset for the paper bg-2016-559

description: This is a dataset for the paper bg-2016-559. It covers the underlying data and the main results of the figures in the paper titled "Tree growth and its climate signal along latitudinal and altitudinal gradients: comparison of tree rings between Finland and Tibetan Plateau".<br>p.s.: The sliding correlation analyses were conducted in R, and the scripts is also sharable upon request to Dr. Lixin Lyu at lixinlv@ibcas.ac.cn. <br>
DOI: 10.6084/m9.figshare.4522901
title: Dataset for: Estimation of parametric failure time distributions based on interval-censored data with irregular dependent follow-up

description: Event history studies based on disease clinic data often face several complications. Specifically, patients may visit the clinic irregularly, and the intermittent observation times could depend on disease-related variables; this can cause a failure time outcome to be dependently interval-censored. We propose a weighted estimating function approach so that dependently interval-censored failure times can be analysed consistently. A so-called inverse-intensity-of-visit (IIV) weight is employed to adjust for the informative inspection times. Left truncation of failure times can also be easily handled. Additionally, in observational studies, treatment assignments are typically non-randomized, and may depend on disease-related variables. An inverse-probability-of-treatment (IPT) weight is applied to estimating functions to further adjust for measured confounders. Simulation studies are conducted to examine the finite sample performances of the proposed estimators. Finally, the Toronto Psoriatic Arthritis (PsA) Cohort Study is used for illustration.
DOI: 10.6084/m9.figshare.4522901.v1
title: Dataset for: Estimation of parametric failure time distributions based on interval-censored data with irregular dependent follow-up

description: Event history studies based on disease clinic data often face several complications. Specifically, patients may visit the clinic irregularly, and the intermittent observation times could depend on disease-related variables; this can cause a failure time outcome to be dependently interval-censored. We propose a weighted estimating function approach so that dependently interval-censored failure times can be analysed consistently. A so-called inverse-intensity-of-visit (IIV) weight is employed to adjust for the informative inspection times. Left truncation of failure times can also be easily handled. Additionally, in observational studies, treatment assignments are typically non-randomized, and may depend on disease-related variables. An inverse-probability-of-treatment (IPT) weight is applied to estimating functions to further adjust for measured confounders. Simulation studies are conducted to examine the finite sample performances of the proposed estimators. Finally, the Toronto Psoriatic Arthritis (PsA) Cohort Study is used for illustration.
DOI: 10.6084/m9.figshare.4522928.v2
title: BG-2016-559 dataset

description: This is a dataset for the paper bg-2016-559. It covers the underlying data and the main results of the figures in the paper titled "Tree growth and its climate signal along latitudinal and altitudinal gradients: comparison of tree rings between Finland and Tibetan Plateau".<br>p.s.: The sliding correlation analyses were conducted in R, and the scripts is also sharable upon request to Dr. Lixin Lyu at lixinlv@ibcas.ac.cn. <br>
DOI: 10.6084/m9.figshare.4522895
title: Australian Employee Salary/Wages DATAbase by detailed occupation, location and year (2002-14); (plus Sole Traders)

description: The ATO (Australian Tax Office) made a dataset openly available (see links) showing all the Australian Salary and Wages (2002, 2006, 2010, 2014) by detailed occupation (around 1,000) and over 100 SA4 regions. Sole Trader sales and earnings are also provided. This open data (csv) is now packaged into a database (*.sql) with 45 sample SQL queries (backupSQL[date]_public.txt).<br>See more description at related Figshare #datavis record. <br>Versions:V5: Following #datascience course, I have made main data (individual salary and wages) available as csv and Jupyter Notebook. Checksum matches #dataTotals. In 209,xxx rows.Also provided Jobs, and SA4(Locations) description files as csv. More details at: Where are jobs growing/shrinking? Figshare DOI: 4056282 (linked below). Noted 1% discrepancy ($6B) in 2010 wages total - to follow up.<br>#dataTotals - Salary and WagesYearWorkers (M)Earnings ($B) 20028.5285<br>20069.4372<br>201010.2481<br>201410.3584<br><br><br>#dataTotal - Sole TradersYearWorkers (M)Sales ($B)Earnings ($B)20020.9611320061.0881920101.11122620141.19630<br>#links See ATO request for data at ideascale link below.See original csv open data set (CC-BY) at data.gov.au link below.This database was used to create maps of change in regional employment - see Figshare link below (m9.figshare.4056282).<br>#packageThis file package contains a database (analysing the open data) in SQL package and sample SQL text, interrogating the DB. DB name: test. There are 20 queries relating to Salary and Wages.<br>#analysisThe database was analysed and outputs provided on Nectar(.org.au) resources at: http://118.138.240.130.(offline)This is only resourced for max 1 year, from July 2016, so will expire in June 2017. Hence the filing here. The sample home page is provided here (and pdf), but not all the supporting files, which may be packaged and added later. Until then all files are available at the Nectar URL. Nectar URL now offline - server files attached as package (html_backup[date].zip), including php scripts, html, csv, jpegs.<br>#installIMPORT: DB SQL dump e.g. test_2016-12-20.sql (14.8Mb)1.Started MAMP on OSX.1.1 Go to PhpMyAdmin2. New Database: 3. Import: Choose file: test_2016-12-20.sql -&gt; Go (about 15-20 seconds on MacBookPro 16Gb, 2.3 Ghz i5)4. four tables appeared: jobTitles 3,208 rows | salaryWages 209,697 rows | soleTrader 97,209 rows | stateNames 9 rowsplus views e.g. deltahair, Industrycodes, states5. Run test query under **#; Sum of Salary by SA4 e.g. 101 $4.7B, 102 $6.9B<br>#sampleSQLselect sa4,<br>(select sum(count) from salaryWageswhere year = '2014' and sa4 = sw.sa4) as thisYr14,<br>(select sum(count) from salaryWageswhere year = '2010' and sa4 = sw.sa4) as thisYr10,<br>(select sum(count) from salaryWageswhere year = '2006' and sa4 = sw.sa4) as thisYr06,<br>(select sum(count) from salaryWageswhere year = '2002' and sa4 = sw.sa4) as thisYr02<br>from salaryWages sw<br>group by sa4order by sa4
DOI: 10.6084/m9.figshare.4522928.v3
title: BG-2016-559 Dataset

description: This is a dataset for the paper bg-2016-559. It covers the underlying data and the main results of the figures in the paper titled "Tree growth and its climate signal along latitudinal and altitudinal gradients: comparison of tree rings between Finland and Tibetan Plateau".<br>p.s.: The sliding correlation analyses were conducted in R, and the scripts is also sharable upon request to Dr. Lixin Lyu at lixinlv@ibcas.ac.cn. <br>
DOI: 10.6084/m9.figshare.4522895.v1
title: Australia (ATO) Salary/Wages/SoleTrader Database by Occupation and Region (2002-14)

description: The ATO (Australian Tax Office) made a dataset openly available (see links) showing all the Australian Salary and Wages (2002, 2006, 2010, 2014) by detailed occupation (around 1,000) and over 100 SA4 regions. Sole Trader sales and earnings are also provided. This open data (csv) is now packaged into a database with 45 sample SQL queries.<br>#dataTotals - Salary and WagesYearWorkers (M)Earnings ($B) 20028.5285<br>20069.4372<br>201010.2481<br>201410.3584<br><br><br>#dataTotal - Sole TradersYearWorkers (M)Sales ($B)Earnings ($B)20020.9611320061.0881920101.11122620141.19630<br>#links See ATO request for data at ideascale link below.See original csv open data set (CC-BY) at data.gov.au link below.This database was used to create maps of change in regional employment - see Figshare link below (m9.figshare.4056282).<br>#packageThis file package contains a database (analysing the open data) in SQL package and sample SQL text, interrogating the DB. DB name: test. There are 20 queries relating to Salary and Wages.<br>#analysisThe database was analysed and outputs provided on Nectar(.org.au) resources at: http://118.138.240.130.This is only resourced for max 1 year, from July 2016, so will expire in June 2017. Hence the filing here. The sample home page is provided here (and pdf), but not all the supporting files, which may be packaged and added later. Until then all files are available at the Nectar URL.
DOI: 10.6084/m9.figshare.4522814.v1
title: Multivariate Functional Principal Component Analysis for Data Observed on Different (Dimensional) Domains

description: Existing approaches for multivariate functional principal component analysis are restricted to data on the same one-dimensional interval. The presented approach focuses on multivariate functional data on different domains that may differ in dimension, e.g. functions and images. The theoretical basis for multivariate functional principal component analysis is given in terms of a Karhunen-Loève Theorem. For the practically relevant case of a finite Karhunen-Loève representation, a relationship between univariate and multivariate functional principal component analysis is established. This offers an estimation strategy to calculate multivariate functional principal components and scores based on their univariate counterparts. For the resulting estimators, asymptotic results are derived. The approach can be extended to finite univariate expansions in general, not necessarily orthonormal bases. It is also applicable for sparse functional data or data with measurement error. A flexible R implementation is available on CRAN. The new method is shown to be competitive to existing approaches for data observed on a common one-dimensional domain. The motivating application is a neuroimaging study, where the goal is to explore how longitudinal trajectories of a neuropsychological test score covary with FDG-PET brain scans at baseline. Supplementary material, including detailed proofs, additional simulation results and software is available online.
DOI: 10.6084/m9.figshare.4522895.v2
title: Australian Employee DATAbase by detailed occupation, location and year (2002-14); (plus Sole Traders)

description: The ATO (Australian Tax Office) made a dataset openly available (see links) showing all the Australian Salary and Wages (2002, 2006, 2010, 2014) by detailed occupation (around 1,000) and over 100 SA4 regions. Sole Trader sales and earnings are also provided. This open data (csv) is now packaged into a database (*.sql) with 45 sample SQL queries (backupSQL[date]_public.txt).<br>See more description at related Figshare #datavis record. <br>#dataTotals - Salary and WagesYearWorkers (M)Earnings ($B) 20028.5285<br>20069.4372<br>201010.2481<br>201410.3584<br><br><br>#dataTotal - Sole TradersYearWorkers (M)Sales ($B)Earnings ($B)20020.9611320061.0881920101.11122620141.19630<br>#links See ATO request for data at ideascale link below.See original csv open data set (CC-BY) at data.gov.au link below.This database was used to create maps of change in regional employment - see Figshare link below (m9.figshare.4056282).<br>#packageThis file package contains a database (analysing the open data) in SQL package and sample SQL text, interrogating the DB. DB name: test. There are 20 queries relating to Salary and Wages.<br>#analysisThe database was analysed and outputs provided on Nectar(.org.au) resources at: http://118.138.240.130.This is only resourced for max 1 year, from July 2016, so will expire in June 2017. Hence the filing here. The sample home page is provided here (and pdf), but not all the supporting files, which may be packaged and added later. Until then all files are available at the Nectar URL.<br>#installIMPORT: DB SQL dump e.g. test_2016-12-20.sql (14.8Mb)1.Started MAMP on OSX.1.1 Go to PhpMyAdmin2. New Database: 3. Import: Choose file: test_2016-12-20.sql -&gt; Go (about 15-20 seconds on MacBookPro 16Gb, 2.3 Ghz i5)4. four tables appeared: jobTitles 3,208 rows | salaryWages 209,697 rows | soleTrader 97,209 rows | stateNames 9 rowsplus views e.g. deltahair, Industrycodes, states5. Run test query under **#; Sum of Salary by SA4 e.g. 101 $4.7B, 102 $6.9B<br>#sampleSQLselect sa4,<br>(select sum(count) from salaryWageswhere year = '2014' and sa4 = sw.sa4) as thisYr14,<br>(select sum(count) from salaryWageswhere year = '2010' and sa4 = sw.sa4) as thisYr10,<br>(select sum(count) from salaryWageswhere year = '2006' and sa4 = sw.sa4) as thisYr06,<br>(select sum(count) from salaryWageswhere year = '2002' and sa4 = sw.sa4) as thisYr02<br>from salaryWages sw<br>group by sa4order by sa4