cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.16571459.v2
title: College Education

description: This dataset is accessed from https://www.kaggle.com/jessemostipak/college-tuition-diversity-and-pay and was downloaded on August 4, 2021. <br><br> The following excerpt is from Kaggle regarding the sources of this dataset: The data this week comes from many different sources but originally came from the US Department of Education. Tuition and fees by college/university for 2018-2019, along with school type, degree length, state, in-state vs out-of-state from the Chronicle of Higher Education. Diversity by college/university for 2014, along with school type, degree length, state, in-state vs out-of-state from the Chronicle of Higher Education. Example diversity graphics from Priceonomics. Average net cost by income bracket from TuitionTracker.org. Example price trend and graduation rates from TuitionTracker.org Salary potential data comes from payscale.com. This dataset included the following files: 1. diversity_school.csv 2. historical_tuition.csv 3. salary_potential.csv 4. tuition_cost.csv 5. tuition_income.csv After data cleaning, the data in <i>diversity_school.csv</i> and <i>tuition_cost.csv</i> were merged and the data in <i>salary_potential.csv</i> and <i>tuition_income.csv</i> were merged. The combined datasets were then split based on the US Census Regions into West, Midwest, Northeast and South (https://www2.census.gov/geo/pdfs/maps-data/maps/reference/us_regdiv.pdf).
DOI: 10.5281/zenodo.8168697
title: lepetodrilus_schrolli_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.8168696
title: lepetodrilus_schrolli_spades_01.fasta.gz

description: .
DOI: 10.18712/nsd-nsd1826-v3
title: Smoking Habits Survey, 2005

description: During the 1960's the question of influencing people's smoking habits was treated several times in the Norwegian Parliament. Important documents for the justification of a more restrictive policy with respect to the marketing of tobacco products "Påvirkning av røykeadferd", The Norwegian Cancer Society 1967, where the proposal to build an administration that would take care of the work on smoking and health was raised. Report to the Storting nr. 62, 1968-1969, that proposed a ban on cigarette advertising, and Recommandation of the Social Commitee nr. 143, 1969-1970. The National Council on Tobacco and Health was created in 1971, and the same year came "Innstilling til lov om restriktive tiltak ved omsetning av tobakksvarer" (The Tobacco Act), enacted as law nr. 14 og March 9th 1973 and implemented from July 1st 1975.

On behalf of the National Council on Tobacco and Health Statistics Norway has since 1973 conducted smoking habits surveys as an addition to the Labour Force Surveys every 4th quarter. In 1974 and in 1975 the Smoking habits survey was conducted each quarter of the year. The purpose was to obtain information on the status and changes in Norwegian smoking habits, mainly as research  material for the National Council on Tobacco and Health. From 1992 to 2004, questions on smoking habits have largely been asked in connection with Statistics Norway's Omnibus Surveys. The Travel and Holiday Surveys is a continuation of the Omnibus Surveys. The main purpose of these surveys is to identify Norwegians' travel habits, and to ensure the collection of other official statistics. Questions about smoking habits are included in these surveys.

This file contains questions about smoking habits asked in connection with the Travel and Holiday Survey, October 2005.
DOI: 10.17028/rd.lboro.23716710
title: Supplementary information files for How are hearing loss and physical activity related? Analysis from the English longitudinal study of ageing

description: Supplementary files for article How are hearing loss and physical activity related? Analysis from the English longitudinal study of ageing Although cross-sectional studies suggest that hearing loss in middle- and older-aged adults is associated with lower physical activity, longitudinal evidence is limited. This study aimed to investigate the potential bi-directional association between hearing loss and physical activity over time. Participants were from the English Longitudinal Study of Ageing (<em>N</em> = 11,292) who were 50-years or older at baseline assessment (1998–2000). Individuals were followed-up biannually for up to 20-years (2018–2019) and were classified as ever reporting hearing loss (<em>n</em> = 4946) or not reporting hearing loss (<em>n</em> = 6346). Data were analysed with Cox-proportional hazard ratios and multilevel logistic regression. The results showed that baseline physical activity was not associated with hearing loss over the follow-up. Time (i.e., wave of assessment) by hearing loss interactions showed that physical activity declined more rapidly over time in those with hearing loss, compared to those without (Odds Ratios = 0.94, 95% Confidence Intervals; 0.92–0.96, <em>p</em> &lt; .001). These findings highlight the importance of addressing physical activity in middle- and older-aged adults with hearing loss. As physical activity is a modifiable behaviour that can reduce the risk of developing chronic health conditions, individuals with hearing loss may need additional, tailored support to be more physically active. Mitigating the decline in physical activity could be essential to support healthy ageing for adults with hearing loss.
DOI: 10.17028/rd.lboro.23716710.v1
title: Supplementary information files for How are hearing loss and physical activity related? Analysis from the English longitudinal study of ageing

description: Supplementary files for article How are hearing loss and physical activity related? Analysis from the English longitudinal study of ageing Although cross-sectional studies suggest that hearing loss in middle- and older-aged adults is associated with lower physical activity, longitudinal evidence is limited. This study aimed to investigate the potential bi-directional association between hearing loss and physical activity over time. Participants were from the English Longitudinal Study of Ageing (<em>N</em> = 11,292) who were 50-years or older at baseline assessment (1998–2000). Individuals were followed-up biannually for up to 20-years (2018–2019) and were classified as ever reporting hearing loss (<em>n</em> = 4946) or not reporting hearing loss (<em>n</em> = 6346). Data were analysed with Cox-proportional hazard ratios and multilevel logistic regression. The results showed that baseline physical activity was not associated with hearing loss over the follow-up. Time (i.e., wave of assessment) by hearing loss interactions showed that physical activity declined more rapidly over time in those with hearing loss, compared to those without (Odds Ratios = 0.94, 95% Confidence Intervals; 0.92–0.96, <em>p</em> &lt; .001). These findings highlight the importance of addressing physical activity in middle- and older-aged adults with hearing loss. As physical activity is a modifiable behaviour that can reduce the risk of developing chronic health conditions, individuals with hearing loss may need additional, tailored support to be more physically active. Mitigating the decline in physical activity could be essential to support healthy ageing for adults with hearing loss.
DOI: 10.21949/1522013
title: Alternative Fuel Stations: Web Feature Service
DOI: 10.5281/zenodo.8116751
title: PathoNet

description: <strong>PathoNet </strong>is a general purpose dataset for digital pathology. It consists of <strong>4,462,156 jpg images</strong> divided into 12 classes (tissues). These images were extracted from <strong>TCGA </strong>(The Cancer Genome Atlas) data portal. No annotations were made, only the tissue type was taken from the slides metadata. For each tissue, <strong>400,000 256x256</strong> pixel images were randomly selected and downloaded from <strong>400 WSI</strong>. An automated cleaning process was then performed to eliminate cases with excessive white content and blurred images. The dataset is already divided into Train, Test and Validation. When dividing the data, <strong>cases </strong>were taken into account to avoid mixing images from the same case in different partitions, i.e. all images corresponding to a particular case are in the same partition. The final number of images for each class and partition are: Tissue Partition # of images Bladder Train 308.677 Bladder Validation 38.927 Bladder Test 39.166 Brain Train 313.890 Brain Validation 39.665 Brain Test 39.613 Breast Train 303.949 Breast Validation 37.499 Breast Test 38.602 Bronchus and lung Train 308.848 Bronchus and lung Validation 37.730 Bronchus and lung Test 39.160 Colon Train 243.330 Colon Validation 30.220 Colon Test 32.135 Corpus uteri Train 312.743 Corpus uteri Validation 39.549 Corpus uteri Test 39.184 Kidney Train 311.005 Kidney Validation 37.950 Kidney Test 39.184 Liver and intrahepatic bile ducts Train 314.707 Liver and intrahepatic bile ducts Validation 38.689 Liver and intrahepatic bile ducts Test 39.799 Prostate gland Train 296.181 Prostate gland Validation 36.568 Prostate gland Test 36.376 Skin Train 307.308 Skin Validation 37.411 Skin Test 38.487 Stomach Train 295.002 Stomach Validation 37.559 Stomach Test 36.112 Thyroid gland Train 258.415 Thyroid gland Validation 33.667 Thyroid gland Test 33.849 For convenience, the training data has been uploaded by class.
DOI: 10.5281/zenodo.8116750
title: PathoNet

description: <strong>PathoNet </strong>is a general purpose dataset for digital pathology. It consists of <strong>4,462,156 jpg images</strong> divided into 12 classes (tissues). These images were extracted from <strong>TCGA </strong>(The Cancer Genome Atlas) data portal. No annotations were made, only the tissue type was taken from the slides metadata. For each tissue, <strong>400,000 256x256</strong> pixel images were randomly selected and downloaded from <strong>400 WSI</strong>. An automated cleaning process was then performed to eliminate cases with excessive white content and blurred images. The dataset is already divided into Train, Test and Validation. When dividing the data, <strong>cases </strong>were taken into account to avoid mixing images from the same case in different partitions, i.e. all images corresponding to a particular case are in the same partition. The final number of images for each class and partition are: Tissue Partition # of images Bladder Train 308.677 Bladder Validation 38.927 Bladder Test 39.166 Brain Train 313.890 Brain Validation 39.665 Brain Test 39.613 Breast Train 303.949 Breast Validation 37.499 Breast Test 38.602 Bronchus and lung Train 308.848 Bronchus and lung Validation 37.730 Bronchus and lung Test 39.160 Colon Train 243.330 Colon Validation 30.220 Colon Test 32.135 Corpus uteri Train 312.743 Corpus uteri Validation 39.549 Corpus uteri Test 39.184 Kidney Train 311.005 Kidney Validation 37.950 Kidney Test 39.184 Liver and intrahepatic bile ducts Train 314.707 Liver and intrahepatic bile ducts Validation 38.689 Liver and intrahepatic bile ducts Test 39.799 Prostate gland Train 296.181 Prostate gland Validation 36.568 Prostate gland Test 36.376 Skin Train 307.308 Skin Validation 37.411 Skin Test 38.487 Stomach Train 295.002 Stomach Validation 37.559 Stomach Test 36.112 Thyroid gland Train 258.415 Thyroid gland Validation 33.667 Thyroid gland Test 33.849 For convenience, the training data has been uploaded by class.
DOI: 10.21949/1528019
title: T-100 Domestic Market and Segment Data: Web Feature Service
DOI: 10.5281/zenodo.7765236
title: High confidence calls (BCL6-R FL and DLBCL)

description: High confidence calls (BCL6-R FL and DLBCL)
DOI: 10.5281/zenodo.7765235
title: High confidence calls (BCL6-R FL and DLBCL)

description: High confidence calls (BCL6-R FL and DLBCL)
DOI: 10.25919/e4v0-mq64
title: Parkes observations for project P1178 semester 2023APRS_02

description: We are actively developing a new version of the ATNF pulsar catalogue. In the paper describing the new catalogue we wish to take the opportunity to publish important pulsar parameters that have, to-date, not been published. The fundamental property of a pulsar is its pulse period and yet we have identified a large number of pulsars that do not having a measured spin-down rate and hence we do not know their evolutionary state, nor have good positions or knowledge of whether they are in a binary system. We have therefore selected 53 pulsars with the goal of measuring their spin-down rates. During this project we will also develop an automated pulsar-fold-mode online processing pipeline that includes online RFI mitigation. This pipeline will be made available as an ATNF service for other users.
DOI: 10.6084/m9.figshare.23551678
title: Oscillations in PP1 activity are essential for accurate progression through mammalian oocyte meiosis

description: Tightly controlled fluctuations in kinase and phosphatase activity play important roles in regulating M-phase transitions. Protein Phosphatase 1 (PP1) is one of these phosphatases, with oscillations in PP1 activity driving mitotic M-phase. Evidence from a variety of experimental systems also points to roles in meiosis. Here, we report that PP1 is important for M-phase transitions through mouse oocyte meiosis. We employed a unique small-molecule approach to inhibit or activate PP1 at distinct phases of mouse oocyte meiosis. These studies show that temporal control of PP1 activity is essential for the G2/M transition, metaphase I/anaphase I transition, and the formation of a normal metaphase II oocyte. Our data also reveal that inappropriate activation of PP1 is more deleterious at the G2/M transition than at prometaphase I-to-metaphase I, and that an active pool of PP1 during prometaphase is vital for metaphase I/anaphase I transition and metaphase II chromosome alignment. Taken together, these results establish that loss of oscillations in PP1 activity causes a range of severe meiotic defects, pointing to essential roles for PP1 in female fertility, and more broadly, M-phase regulation.
DOI: 10.6084/m9.figshare.23551678.v2
title: Oscillations in PP1 activity are essential for accurate progression through mammalian oocyte meiosis

description: Tightly controlled fluctuations in kinase and phosphatase activity play important roles in regulating M-phase transitions. Protein Phosphatase 1 (PP1) is one of these phosphatases, with oscillations in PP1 activity driving mitotic M-phase. Evidence from a variety of experimental systems also points to roles in meiosis. Here, we report that PP1 is important for M-phase transitions through mouse oocyte meiosis. We employed a unique small-molecule approach to inhibit or activate PP1 at distinct phases of mouse oocyte meiosis. These studies show that temporal control of PP1 activity is essential for the G2/M transition, metaphase I/anaphase I transition, and the formation of a normal metaphase II oocyte. Our data also reveal that inappropriate activation of PP1 is more deleterious at the G2/M transition than at prometaphase I-to-metaphase I, and that an active pool of PP1 during prometaphase is vital for metaphase I/anaphase I transition and metaphase II chromosome alignment. Taken together, these results establish that loss of oscillations in PP1 activity causes a range of severe meiotic defects, pointing to essential roles for PP1 in female fertility, and more broadly, M-phase regulation.
DOI: 10.6084/m9.figshare.23551678.v1
title: Oscillations in PP1 activity are essential for accurate progression through mammalian oocyte meiosis

description: Tightly controlled fluctuations in kinase and phosphatase activity play important roles in regulating M-phase transitions. Protein Phosphatase 1 (PP1) is one of these phosphatases, with oscillations in PP1 activity driving mitotic M-phase. Evidence from a variety of experimental systems also points to roles in meiosis. Here, we report that PP1 is important for M-phase transitions through mouse oocyte meiosis. We employed a unique small-molecule approach to inhibit or activate PP1 at distinct phases of mouse oocyte meiosis. These studies show that temporal control of PP1 activity is essential for the G2/M transition, metaphase I/anaphase I transition, and the formation of a normal metaphase II oocyte. Our data also reveal that inappropriate activation of PP1 is more deleterious at the G2/M transition than at prometaphase I-to-metaphase I, and that an active pool of PP1 during prometaphase is vital for metaphase I/anaphase I transition and metaphase II chromosome alignment. Taken together, these results establish that loss of oscillations in PP1 activity causes a range of severe meiotic defects, pointing to essential roles for PP1 in female fertility, and more broadly, M-phase regulation.
DOI: 10.6084/m9.figshare.5216440
title: Preeclampsia and maternal risk of breast cancer: a meta-analysis of cohort studies

description: <b>Background:</b> Pregnancy-related hypertensive disorders, including preeclampsia (PE) and pregnancy-induced hypertension (PIH), may influence the maternal risk of breast cancer. However, results of the cohort studies were inconsistent. <b>Methods:</b> An updated meta-analysis of cohort studies was performed to evaluate the association between PE, PIH and maternal breast cancer incidence. Relevant studies were identified via searching of PubMed and Embase databases. A random effect model was applied to synthesize the results. Stratified analyses were performed to evaluate the potential influence of parity, gender of offspring, and study design on the association between PE and maternal breast cancer incidence. <b>Results:</b> Ten cohort studies with 2,417,899 pregnant women were included. Maternal risk of breast cancer was not significantly affected by PE (risk ration [RR] = 0.93, 95% confidence interval [CI]: 0.82–1.06, <i>p</i> = .27), or PIH (RR = 0.95, 95% CI: 0.81–1.12, <i>p</i> = .54). Interestingly, PE was associated with significantly lowered maternal incidence of breast cancer in women who give birth to male offspring (RR = 0.79, <i>p</i> &lt; .01), and in those of prospective cohort studies (RR = 0.87, <i>p</i> &lt; .01). However, no significant association between PE and maternal breast cancer was detected in primiparous women, those who gave birth to female offspring, or those of retrospective cohorts. <b>Conclusions:</b> Current evidence did not support a conclusive association between PE, PIH and the maternal risk of breast cancer. Gender of the offspring may influence the association between PE and maternal breast cancer incidence.
DOI: 10.6084/m9.figshare.5216440.v1
title: Preeclampsia and maternal risk of breast cancer: a meta-analysis of cohort studies

description: <b>Background:</b> Pregnancy-related hypertensive disorders, including preeclampsia (PE) and pregnancy-induced hypertension (PIH), may influence the maternal risk of breast cancer. However, results of the cohort studies were inconsistent. <b>Methods:</b> An updated meta-analysis of cohort studies was performed to evaluate the association between PE, PIH and maternal breast cancer incidence. Relevant studies were identified via searching of PubMed and Embase databases. A random effect model was applied to synthesize the results. Stratified analyses were performed to evaluate the potential influence of parity, gender of offspring, and study design on the association between PE and maternal breast cancer incidence. <b>Results:</b> Ten cohort studies with 2,417,899 pregnant women were included. Maternal risk of breast cancer was not significantly affected by PE (risk ration [RR] = 0.93, 95% confidence interval [CI]: 0.82–1.06, <i>p</i> = .27), or PIH (RR = 0.95, 95% CI: 0.81–1.12, <i>p</i> = .54). Interestingly, PE was associated with significantly lowered maternal incidence of breast cancer in women who give birth to male offspring (RR = 0.79, <i>p</i> &lt; .01), and in those of prospective cohort studies (RR = 0.87, <i>p</i> &lt; .01). However, no significant association between PE and maternal breast cancer was detected in primiparous women, those who gave birth to female offspring, or those of retrospective cohorts. <b>Conclusions:</b> Current evidence did not support a conclusive association between PE, PIH and the maternal risk of breast cancer. Gender of the offspring may influence the association between PE and maternal breast cancer incidence.
DOI: 10.5281/zenodo.8168940
title: aix_sponsa_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.8168939
title: aix_sponsa_spades_01.fasta.gz

description: .
DOI: 10.6084/m9.figshare.23290907
title: MIKE_She_Preprocess_files_REF_scenario

description: Preprocessing report files for MIKE She model configuration applied for the reference scenario of th Ohat study site, Hungary
DOI: 10.6084/m9.figshare.23290907.v1
title: MIKE_She_Preprocess_files_REF_scenario

description: Preprocessing report files for MIKE She model configuration applied for the reference scenario of th Ohat study site, Hungary
DOI: 10.5281/zenodo.7817169
title: assessment of aldehydes to PTR-MS m/z 69 in indoor air measurements - data set

description: contact: Lisa Ernle (lisa.ernle@mpic.de), Nijing Wang (nijing.wang@mpic.de), Jonathan Williams (jonathan.williams@mpic.de) instruments: fast GC-MS SOFIA (MPIC), PTR-ToF-MS 8000 (Ionicon) merged dataset calibrated with VOC standard gas mix (Apel-Riemer Environmental Inc., Colorado, USA) units (filename): normalized counts per second [ncps] (20210426_p_ncps.txt, bar_mean.txt, bar_std.txt) parts per billion [ppb] (all_sub_20210426_ppb.txt) for information concerning updated versions, please see ReadMe.txt
DOI: 10.5281/zenodo.8169026
title: assessment of aldehydes to PTR-MS m/z 69 in indoor air measurements - data set

description: contact: Lisa Ernle (lisa.ernle@mpic.de), Nijing Wang (nijing.wang@mpic.de), Jonathan Williams (jonathan.williams@mpic.de) instruments: fast GC-MS SOFIA (MPIC), PTR-ToF-MS 8000 (Ionicon) merged dataset calibrated with VOC standard gas mix (Apel-Riemer Environmental Inc., Colorado, USA) units (filename): normalized counts per second [ncps] (20210426_p_ncps.txt, bar_mean.txt, bar_std.txt) parts per billion [ppb] (all_sub_20210426_ppb.txt) for information concerning updated versions, please see ReadMe.txt
DOI: 10.6073/pasta/1e4d440f48dc21e5cd3cf1fa8daab8e3
title: Data from Sand aggradation alters biofilm standing crop and metabolism in a low-gradient Lake Superior tributary

description: We conducted a comparative study of biofilm standing crop and metabolism in the Salmon Trout River, a tributary of Lake Superior where watershed disturbances have led to 3-fold increases in streambed fine sediments, predominately sand, in the past decade. We compared biofilm standing crop and metabolism rates using light–dark chambers in reaches where substrate consisted of predominately exposed rock or sand substrates. This data archive includes rates of primary production and respiration, biomass measurements from chambers, and benthic standing crop and water chemistry data collected from the same river sites over the course of a summer. All data were published in Journal of Great Lakes research in 2015, https://doi.org/10.1016/j.jglr.2015.09.004
DOI: 10.6084/m9.figshare.22837472
title: Diversity of Botryosphaeriaceae species associated with grapevine trunk diseases in the Czech Republic

description: Three-gene-based (ITS, tef, tub2) alignment of Botryosphaeriaceae species.
DOI: 10.6084/m9.figshare.22837472.v1
title: Diversity of Botryosphaeriaceae species associated with grapevine trunk diseases in the Czech Republic

description: Three-gene-based (ITS, tef, tub2) alignment of Botryosphaeriaceae species.
DOI: 10.25824/redu/aggkrc
title: Dataset_Bankruptcy_vs_public_procurement.xlsx