cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57804/ggrw-hr06
title: Tokenized product information for centrally approved medicines within EU (extracted May 3, 2022)
title: Tokeniserad produktinformation för centralt godkända läkemedel inom EU (extraherad 2022-05-03)

description: The text corpus was compiled on May 3, 2022, by scripted downloading of all available English language product information files for all centrally approved medicinal products within the EU, from the European Medicines Agency website. Package Leaflet (PL) and Summary of product characteristics (SmPC) documents for each medicinal product, excluding multiplicate documents for medicinal products with more than one strength or pharmaceutical preparation, were used. The PDF files were scraped using the pdfplumber version 0.6.1 package in Python 3.8.10 to extract all text except page numbering, headers, and footers. 

Line breaks and special characters (excluding punctuation characters) were removed, and punctuation was added to sentences where this was missing (such as headings) to avoid false aggregation. All paragraphs were tokenized on a sentence level using the Natural Language Toolkit (NLTK) version 3.7 tokenizer

This database contains sentence-level tokenized product infomation from all centrally approved medicinal products within the EU (May 3, 2022) including Summary of product characteristics (SmPC) and Package leaflet (PL) documents.

A total of 1258 medicinal products were initially included, of which 5 were subsequently excluded due to document compatibility issues. From these, a total of 783 K sentences were extracted from PL and SmPC documents.
description: Tokeniserad produktinformation för centralt godkända läkemedel inom EU. Se engelsk beskrivning för detaljer om hur data kompilerats och bearbetats.

Databasen innehåller tokeniserad produktinformation på meningsnivå, extraherad från alla centralt godkända läkemedel inom EU (2022-05-03). Se engelskspråkig beskrivning för ytterligare detaljer.
DOI: 10.5878/ejjg-8477
title: 17 individual in-depth interviews of obstetricians and gynaecologists about their decision-making process during intrapartum emergencies
title: 17 individuella djup-intervjuer med obstetriker och gynekologer om deras beslutsprocess i akuta förlossningssituationer

description: Anonymised transcripts of interviews conducted from Oct. 2018 to Feb. 2020. All interviews were carried out in a co-creative narrative form (i.e., interviews were constructed and given meaning jointly by interviewer and interviewee), and divided in two parts. The first half was prompted by the question: “can you recall an obstetric emergency situation that has left a memorable impression?” The second half was initiated after the interviewees had glanced through randomly selected books depicting images of various works of art. The interviewees were requested to find one or several images speaking to them about decision-making during obstetric emergencies, more specifically: “try to feel that the image is finding you, not that you are trying to fit your ideas into a particular image.” The interviewees were subsequently asked to draw a picture of the image, part of the image or a synthesis of several images, using crayons. Conversation about the images and the drawing ensued. The interviews were generally unstructured and free flowing. An interview guide was only used in the rare cases of a stalled conversation. The interviews were initially audiotaped and lasted from 35 to 97 min. (mean = 63 min.).
description: Transkriberade och anonymiserade intervjuer, genomförda mellan oktober 2018 och februari 2020. Alla intervjuer gjordes i en "medskapande narrativ form", och var i två delar. Den första delen inleddes med frågan: "kan du minnas en akut förlossningssituation som har lämnat ett minnesvärt intryck?" Den andra delen inleddes efter att intervjupersonerna hade tittat igenom slumpmässigt utvalda böcker med bilder på olika konstverk. Intervjupersonerna ombads att hitta en eller flera bilder som för dem representerade beslutsfattande i akuta förlossningssituationer, mer specifikt: "låt bilden hitta dig, låt bli att försöka passa in dina idéer i en viss bild." Intervjupersonerna ombads därefter att rita en teckning av bilden, en del av bilden eller en syntes av flera bilder med hjälp av kritor. Samtal kring bilderna och teckningen följde. Intervjuerna var generellt ostrukturerade och fritt flödande. En intervjuguide användes endast i de sällsynta fallen när samtalet hade stannat upp. Intervjuerna spelades in och varade från 35 till 97 minuter (medelvärde = 63 min.).
DOI: 10.1285/i22390359v70p127
title: La publicidad institucional del gobierno de España para el día internacional de la mujer. Estrategias comunicativas y construcción de valores inclusivos

description: This paper analyses some audiovisual advertisements promoted by the Spanish Ministry of Equality for International Women's Day with the aim of understanding the type of representation offered of women, the themes used and the aims pursued. The qualitative analysis will be carried out using a multidisciplinary approach, based on pragmalinguistic, multimodal and persuasive rhetoric analysis. After a brief explanation of what is meant by institutional advertising, the work will examine the audiovisual advertisements produced for this day between 2020 and 2024. The study will investigate what themes the current Ministry addresses to celebrate International Women's Day, how equality policies are communicated to citizens and through which communicative and discursive strategies. The general research question to be answered through the analysis is to what extent and through what kind of discourse the Spanish government uses the institutional publicity campaigns of 8M to present and construct a new sphere of social values about women that are accepted by society.
DOI: 10.5878/dxqw-6y59
title: Data for: Herbivore-shrub interactions influence ecosystem respiration and BVOC composition in the subarctic
title: Data för: Herbivore-shrub interactions influence ecosystem respiration and BVOC composition in the subarctic

description: Data deposited in association with above named article to be published in the journal: Biogeosciences. Biogenic Volatile Organic Compound (BVOC) data covers full processing from retention times, comparison to standards and quantification of relevant compounds. Ecosystem respiration data has already been converted to flux (linear increase in concentration of carbon dioxide (CO2) over time over sampling period). Plant Root Simulator (PRS) probe, moisture, and temperature data listed for each site and treatment. Vegetation community described for each community based on percent cover of each species.
description: Data om biogena flyktiga organiska föreningar (BVOC) omfattar fullständig bearbetning från retentionstider, jämförelse med standarder och kvantifiering av relevanta föreningar. Ekosystemrespirationsdata är konverterade till flöde (linjär ökning av koncentrationen av koldioxid (CO2) över tid under provtagningsperioden). Plant Root Simulator (PRS), fukt- och temperaturdata är listade för varje provyta och behandling. Vegetationsdata beskrivs för varje växtsamhälle baserat på procentuell täckning av varje art.
DOI: 10.5878/003009
title: The Regional Western Sweden SOM Cumulative Dataset 1992-2021
title: Den västsvenska SOM-undersökningens kumulativa dataset 1992-2021
title: Super-Väst-SOM

description: The SOM survey in West Sweden has been conducted yearly since 1992. The survey was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. The purpose of the regional surveys is to enable SOM researchers to study attitudes and behavior linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large. 
The Super-West SOM contains data from the SOM survey in West Sweden surveys from 1992. The data contains a selection of questions frequently asked over the years, focusing on time series.

The purpose of the regional surveys is to enable researchers to study attitudes and behaviour linked to local and regional issues.
description: SOM-institutet vid Göteborgs universitet genomför varje höst sedan 1992 en regional frågeundersökning bland boende i Västra Götalands län samt Kungsbacka - Väst-SOM - i syfte att kartlägga de boende i regionens vanor och attityder på temat samhälle, politik och medier (SOM står för Samhälle Opinion Medier). Sedan 2012 samlas data in via en kombination av postala enkäter och webbenkäter, och varje undersökning genomförs under så identiska förutsättningar som möjligt för att resultaten från de olika åren ska vara jämförbara.

Super-Väst-SOM är en sammanslagen superdatamängd bestående av data från de västsvenska SOM-undersökningarna. Detta stora dataset innehåller merparten av frågorna för samtliga år som de ställts sedan undersökningens början 1992. De frågor som inkluderas i superfilen är ett urval av de som ställts varje år i Väst-SOM, med fokus på tidsserier (i regel med fler än fyra mätpunkter).

Syftet är att studera och kartlägga vanor och attityder bland boende i Västra Götalands län samt att följa utvecklingen av dessa över tid.
DOI: 10.5878/tkv6-jp59
title: Data and R-scripts for: “Misreading or living in denial? Reindeer overstocking and long-term effects on vegetation: an experimental approach”
title: Data and R-scripts for: “Misreading or living in denial? Reindeer overstocking and long-term effects on vegetation: an experimental approach”
title: Reindeer-lichen dynamics in Finnmark, Norway

description: Our study assessed ground-lichen responses, measured at plots of ca. one m² in size, to reindeer grazing pressure. Our study area is ca. 14 000 km² in size and is in Finnmark, Northern Norway. The study was initiated in 1998, and the same plots were re-visited in 2005, 2010, 2013, and 2018. This study is part of a long-term monitoring program of the lichen pastures in Norway. The data sets include information about ground-lichen biomass (g per m²), volume (L per m²), cover (%), and height (mm), which were our responses. The key predictors consisted of experimental manipulation, reindeer density (individuals per km²), initial conditions (i.e., the observed values for a given response in 1998), and habitat (Forest- and leeward-heath vs. exposed ridges mountain heaths). The experimental manipulation allowed us to compare plots exposed to grazing and trampling by reindeer and other larger herbivores (control) to fenced (treatment) areas. In addition, we included several spatial and temporal variables acting as potential random effects in our mixed effects models: district, transect, block and year (we provide additional information about the data and the analyses in the published article).
description: Dette datasettet stammer fra en langsiktig studie av hvordan lavbeiter responderer på ulikt beitepress fra tamrein i et område på ca. 14 000 km² i Finnmark, Nord-Norge. Studien startet i 1998, og de samme plottene (ca. en m²) ble besøkt igjen i 2005, 2010, 2013 og 2018. Studien er en del av et langsiktig overvåkingsprogram av lavbeitene i regionen. Datasettet inneholder informasjon om responsene i analysene våre; lavmattens biomasse (g per m²), volum (L per m²), dekke (%) og høyde (mm). De viktigste prediktorene besto av eksperimentell behandling (inngjerdet vs. åpent), reintetthet (individer per km²), startforhold (observerte responsverdiene i 1998) og habitat (skog- og lerabb vs. mer eksponert vindrabb). Den eksperimentelle tilnærmingen vår tillot en sammenligning av plott der rein og andre store herbivorer kunne beite og bevege seg fritt (kontrollene) mot inngjerdede områder (eksperimentell manipulering). I tillegg inkluderte vi flere romlige og tidsmessige variabler som fungerte som mulige tilfeldige effekter; distrikt, transekt, felt (blokk) og år. Ytterligere detaljer om både data og studieområdet er gitt i den publiserte artikkelen.
DOI: 10.15468/dl.tadngt
title: Occurrence Download

description: A dataset containing 19615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Chroicocephalus genei",
 "Year 2000-2025"
 ]
}

 The dataset includes 19615 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004994-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvewt8
title: Occurrence Download

description: A dataset containing 412185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 {
 "or" : [
 "Geometry POLYGON((79 27,99 27,99 36,79 36,79 27))",
 "Geometry POLYGON((81.95631 30.36472,82.87372 29.66967,84.42184 29.01992,86.25666 28.01231,90.21164 28.25129,92.73225 28.0723,93.51444 28.67,95.48208 29.01242,97.53805 28.20893,97.14862 26.83908,99 26,99 36,78 36,78.91741 31.10398,81.95631 30.36472))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "or" : [
 "Year 1950-2025",
 "Year 1950-2025"
 ]
 }
 ]
}

 The dataset includes 412185 records from 511 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004941-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5878/e48r-gn02
title: RNA sequencing data from patients with heart disease and controls
title: RNA-sekvenseringsdata från patienter med hjärtsjukdom och kontroller

description: RNA sequencing analysis of atrial cardiac tissue from patients undergoing coronary artery bypass grafting (CABG) or aortic valve replacement (AVR) was performed and compared with atrial cardiac tissue from organ donors and purchased human atrial cardiac RNA. 

RNA sequencing analysis was performed at the Genomics Core Facility at University of Gothenburg, Sweden. All samples (ten controls, ten CABG patients and ten AVR patients) were quality checked by the RNA integrity number (RIN) using Tapestation 2200 RNA screenTape (Agilent Technologies, Santa Clara, CA) and RNA concentration was measured by NanoDrop (Thermo Fisher, Waltham, MA). RIN values ranged between 6.6 and 9.0 for all samples. TruSeq Total Stranded RNA kit with RiboZero (Gold) Sample Preparation Guide (15,031,048 Rev. E) was used for RNA sample preparation (Illumina, San Diego, CA). A total of 10 μl (~1 μg) RNA from each sample was used for library preparation. Directly after depletion, a cleanup step was performed using 110 ul of the RNAClean XP beads (Beckman Coulter, USA) for each sample. The fragmentation step was performed for 8 min. 12 PCR cycles were run for all samples. Libraries were quantified and normalized with Qubit DNA HS Assay kit (Life Technologies, Carlsbad, CA) and fragment size determined by Tapestation 2200 (Agilent Technologies, Santa Clara, CA). The libraries were pooled together by using the Illumina protocol for pooling and sequenced with NovaSeq 6000 S1 (Illumina, San Diego, CA) for the read length of 2 × 100 bp.
description: Data i denna studie kommer från RNA-sekvenseringsanalys av förmaksvävnad från humana hjärtan från patienter som genomgick coronary artery bypass grafting (CABG) eller aortic valve replacement (AVR) samt förmaksvävnad från organdonatorer (kontroller) och inköpt humant RNA från förmaksvävnad (kontroller).
DOI: 10.5878/002703
title: Swedish electoral data: Local elections 2002
title: Svenska valdata: Kommunalvalen 2002

description: Election returns for all electoral districts in Sweden. Includes information on the total number of persons entitled to vote in the local elections, and separately the number of immigrants who have not become citizens of Sweden, but were entitled to vote in this election according to a new law, number of persons who actually voted, and number of valid and invalid ballots respectively.
description: Valresultat för samtliga valdistrikt vid kommunalvalen 1976-2006. Innehåller uppgifter om det totala antalet röstberättigade, antal röstande, antal giltiga respektive ogiltiga valsedlar samt antalet poströster. Dessutom finns uppgifter om antalet röster för de större partierna.
DOI: 10.5878/45z4-gj50
title: The Regional Western Sweden SOM Cumulative Dataset 1992-2021
title: Den västsvenska SOM-undersökningens kumulativa dataset 1992-2021
title: Super-Väst-SOM

description: The SOM survey in West Sweden has been conducted yearly since 1992. The survey was initially limited to residents of Gothenburg and its surrounding municipalities. In 1998, the survey was extended to include the entire Västra Götaland County plus the municipality of Kungsbacka. The purpose of the regional surveys is to enable SOM researchers to study attitudes and behavior linked to local and regional issues. They emphasise public services and media, although many of the questions are identical with those used in National SOM in order to make the answers comparable both between the regions and with Sweden at large. 
The Super-West SOM contains data from the SOM survey in West Sweden surveys from 1992. The data contains a selection of questions frequently asked over the years, focusing on time series.

The purpose of the regional surveys is to enable researchers to study attitudes and behaviour linked to local and regional issues.
description: SOM-institutet vid Göteborgs universitet genomför varje höst sedan 1992 en regional frågeundersökning bland boende i Västra Götalands län samt Kungsbacka - Väst-SOM - i syfte att kartlägga de boende i regionens vanor och attityder på temat samhälle, politik och medier (SOM står för Samhälle Opinion Medier). Sedan 2012 samlas data in via en kombination av postala enkäter och webbenkäter, och varje undersökning genomförs under så identiska förutsättningar som möjligt för att resultaten från de olika åren ska vara jämförbara.

Super-Väst-SOM är en sammanslagen superdatamängd bestående av data från de västsvenska SOM-undersökningarna. Detta stora dataset innehåller merparten av frågorna för samtliga år som de ställts sedan undersökningens början 1992. De frågor som inkluderas i superfilen är ett urval av de som ställts varje år i Väst-SOM, med fokus på tidsserier (i regel med fler än fyra mätpunkter).

Syftet är att studera och kartlägga vanor och attityder bland boende i Västra Götalands län samt att följa utvecklingen av dessa över tid.
DOI: 10.5878/qs00-6t05
title: The National SOM Survey Cumulative Dataset
title: Den nationella SOM-undersökningens kumulativa dataset
title: Super-Riks-SOM

description: In order to identify how the evolution of society affects Swedes’ attitudes and behaviour, the SOM Institute started its National SOM study in 1986. National SOM addresses three areas - society, opinions and mass media - and consists of a large number of questions related to politics, society, media and social background, but their areas of focus differ. Every year, the questionnaires are complemented with questions related to current events. Data is collected through postal questionnaires with an option to respond to the survey online, and each survey is conducted under conditions as identical as possible to make the results from the different years comparable.

The SOM Institute Cumulative Dataset contains data from the National SOM surveys from 1986. The data contains a selection of questions frequently asked over the years, focusing on time series. A general rule is that questions should have been asked at least four times.

The main purpose is to establish time series that enable researchers to analyse how various changes in society affect people's attitudes and behaviour.
description: SOM-institutet vid Göteborgs universitet genomför varje höst sedan 1986 en nationell frågeundersökning - Den nationella SOM-undersökningen - i syfte att kartlägga den svenska allmänhetens vanor och attityder på temat samhälle, politik och medier (SOM står för Samhälle Opinion Medier). Data samlas in via postala enkäter där möjlighet ges att svara på webben, och varje undersökning genomförs under så identiska förutsättningar som möjligt för att resultaten från de olika åren ska vara jämförbara.

Den nationella SOM-undersökningens kumulativa dataset innehåller data från den nationella SOM-undersökningen från och med 1986. De frågor som inkluderas i superfilen är ett urval av de som ställts varje år i Den nationella SOM-undersökningen, med fokus på tidsserier (i regel med fler än fyra mätpunkter).

Huvudsyftet är att etablera tidsserier som gör det möjligt att analysera hur olika samhällsförändringar påverkar människors attityder och beteenden.
DOI: 10.15468/dl.dp88cz
title: Occurrence Download

description: A dataset containing 46875 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia dealbata Link"
 ]
}

 The dataset includes 46875 records from 313 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0335699-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hsqogv
title: Occurrence Download

description: A dataset containing 1081 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eunicella singularis (Esper, 1791)"
 ]
}

 The dataset includes 1081 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003320-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.we0drt
title: Occurrence Download

description: A dataset listing the 394 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.45241 13.70883,-1.782 13.22666,-1.07093 12.8635,-0.76881 13.3884,-1.45241 13.70883))",
 "HasCoordinate is true",
 "TaxonKey is Animalia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 394 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003094-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tcdcet
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polygonatum robustum (Korsh.) Nakai"
 ]
}

 The dataset includes 115 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034661-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25864315
title: Efficiency of genomic selection for developing superior pure lines

description: SNP and phenotypic value files for each genetic assessment method and each simulation.
DOI: 10.15468/dl.ehd3e6
title: Occurrence Download

description: A dataset containing 82570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Thaumetopoea pityocampa (Denis & Schiffermüller), 1776"
 ]
}

 The dataset includes 82570 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064112-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.liqeic
title: Occurrence Download

description: A dataset containing 91 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is National census of Lepidochelys olivacea (Benin)",
 "TaxonKey is Dermochelys coriacea (Vandelli, 1761)"
 ]
}

 The dataset includes 91 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003094-190415153152247/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.