cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25442/hku.30364333.v1
title: Supporting data for "Prediction and Classification of Bacterial Virulence Factors using Deep Learning"

description: This study investigates the use of protein language model embeddings along with evolutionary features extracted from PSSM as features for deep learning models to identify and classify VF sequences. The source files contain raw data (i.e., VF and non-VF sequences), processed data, and the model training and validation scripts. The trained model is provided in a compiled standalone python package called DeepVIC. Positive datasets were aggregated from 4 VF databases (i.e., VFDB, Victors, UniProtKB, and PATRIC (or BV-BRC)) while negative sequences were retrieved from UniProtKB using keyword filtering. The Classification of VFs is based on the VFDB2022 schema, where non-VFDB data were assigned VFDB classes through BLASTP hits.This study also examines the interpretability of deep learning models using SHAP values by perturbation of VF-related domains in VF sequences. The SHAP values provide a quantitative examination of how VF-related domains affect model prediction output. Furthermore, feature importance examination also provides insight into how different features improve model predictions.
DOI: 10.25549/ransomeamyc-ouc1sto1724222
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1745465
title: Ransome: Information Bulletins and Newsletters

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724192
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724261
title: Ransome: Woman's Standard

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724189
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724187
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1741631
title: Ransome: Woman's Standard

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1741619
title: Ransome: Woman's Standard

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1741611
title: Ransome: Woman's Standard

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.6084/m9.figshare.30536423
title: Dataset of "Partial Shading Losses in Half-Cut PV Modules: Experiments, Circuit Simulation, and an Analytical Loss Function"

description: Dataset and Simulation FilesThis dataset accompanies the paper "Partial Shading Losses in Half-Cut PV Modules: Experiments, Circuit Simulation, and an Analytical Loss Function" (accepted with revisions by IEEE Journal of Photovoltaics, not yet published).<br>The data and related program files are made publicly available here. This repository also includes Figure 2 and Figure 4 from the paper. For the complete article, please obtain it through the publisher according to their regulations.<br>/DataSet FolderContains the data used to generate Figure 4 in the paper. Note that these are averaged measurement values, not raw measurement data.<br>The data covers 4 different shading ratios across various coverage areas (Case 1 to Case 6), with comparisons between experimental measurements and LTSpice simulations.<br>File naming convention:<br>Files like Ave_A-1.xlsx contain measurement dataFiles like A_1.txt contain LTSpice simulation dataAll files present I-V curve valuesShading ratio codes (yeah, the naming order isn't great, but it is what it is):<br>A = 100% shading ratioB = 25% shading ratioC = 50% shading ratioD = 75% shading ratioCase numbers:<br>_1 to _6 correspond to Case 1 through Case 6Special files:<br>Ave_0-0.xlsx and 0_0.txt: No shading (baseline)Ave_FullyCover.xlsx: Module fully covered with a black blanket/LTSpice_Model FolderWe've provided an LTSpice model for the 25% shading Case 1 scenario. This includes the complete module circuit model and its components, specifically the half-cut cell circuit models.
DOI: 10.6084/m9.figshare.30536423.v1
title: Dataset of "Partial Shading Losses in Half-Cut PV Modules: Experiments, Circuit Simulation, and an Analytical Loss Function"

description: Dataset and Simulation FilesThis dataset accompanies the paper "Partial Shading Losses in Half-Cut PV Modules: Experiments, Circuit Simulation, and an Analytical Loss Function" (accepted with revisions by IEEE Journal of Photovoltaics, not yet published).<br>The data and related program files are made publicly available here. This repository also includes Figure 2 and Figure 4 from the paper. For the complete article, please obtain it through the publisher according to their regulations.<br>/DataSet FolderContains the data used to generate Figure 4 in the paper. Note that these are averaged measurement values, not raw measurement data.<br>The data covers 4 different shading ratios across various coverage areas (Case 1 to Case 6), with comparisons between experimental measurements and LTSpice simulations.<br>File naming convention:<br>Files like Ave_A-1.xlsx contain measurement dataFiles like A_1.txt contain LTSpice simulation dataAll files present I-V curve valuesShading ratio codes (yeah, the naming order isn't great, but it is what it is):<br>A = 100% shading ratioB = 25% shading ratioC = 50% shading ratioD = 75% shading ratioCase numbers:<br>_1 to _6 correspond to Case 1 through Case 6Special files:<br>Ave_0-0.xlsx and 0_0.txt: No shading (baseline)Ave_FullyCover.xlsx: Module fully covered with a black blanket/LTSpice_Model FolderWe've provided an LTSpice model for the 25% shading Case 1 scenario. This includes the complete module circuit model and its components, specifically the half-cut cell circuit models.
DOI: 10.25549/ransomeamyc-ouc1sto1724174
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724234
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1742795
title: Ransome: Information Bulletins and Newsletters

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.15468/dl.423ufu
title: Occurrence Download

description: A dataset containing 96 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Amphibia [GBIF Backbone Taxonomy])",
 "GadmGid is one of (COL.5_2)",
 "Elevation 2300-2600m",
 "Year 2010-2025"
 ]
 }
 ]
}

 The dataset includes 96 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016294-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/ransomeamyc-ouc1sto1724179
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724178
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1745333
title: Ransome: Leaflets, Pamphlets, Publications, and Magazines

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724235
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724186
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724274
title: Ransome: Woman's Standard

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724257
title: Ransome: Woman's Standard

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724256
title: Ransome: Woman's Standard

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc110880177
title: M[artha] C. Callanan, letter, 1899-05-08, to [Sarah Ware] Whitney

description: Martha C. Callanan, 312 Equitable Building, Des Moines, Iowa, USA, letter, 1899 May 8, to Sarah Ware Whitney, Waterloo, Iowa, USA. "I can't tell you how sorry I am to learn that you are so unwell." -- first line.
DOI: 10.25549/ransomeamyc-ouc110879813
title: Jessie Cassidy, form letter, 1897-06-18, to Friend [Sarah Ware Whitney]

description: Jessie Cassidy, National American Woman Suffrage Association, 107 World Building, New York, New York, USA, form letter, 1897 June 18, to Friend, [Sarah Ware Whitney], Waterloo, Iowa, USA. "As everybody knows, who is in the least familiar with the progress of sentiment in reference to any cause, the strongest possible factor is the Press." -- first line.
DOI: 10.15468/dl.tbhk45
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eschscholthia dimidiata",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016295-251025141854904/datasets/export for details.
DOI: 10.25549/ransomeamyc-ouc110880200
title: Carrie Lane Chapman [Catt], letter, 1898-12-06, to [Sarah Ware] Whitney

description: Carrie Lane Chapman [Catt], Iowa Falls, Iowa, USA, letter, 1889 December 06, to Sarah Ware Whitney, Waterloo, Iowa, USA. "From letters at hand, It is entirely explainable and I agree with you it will be better to postpone the meeting there until they 'cool off' a trifle." -- first line.
DOI: 10.25549/ransomeamyc-ouc110880661
title: Bitterman Speech Excerpts NWP (National Woman's Party) Banquet, 1941-10-25

description: Excerpts -Speech by Helen Robbins Bitterman -- NWP (National Woman's Party) Banquet, 1941 October 25.
DOI: 10.25549/ransomeamyc-ouc110880677
title: Alice L. Kidder, letter, 1899-03-25, to Sarah [Ware] Whitney

description: Alice L. Kidder, Correspondence Secretary, Lincoln Club, Orchard, Iowa, USA, letter, 1899 March 25, to Sarah Ware Whitney, Waterloo, Iowa, USA. "I enclose 25cts [cents] for a subscription to the 'Standard' for the coming year." -- first line.
DOI: 10.25549/ransomeamyc-ouc1sto1745461
title: Ransome: Information Bulletins and Newsletters

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724232
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724151
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724236
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1723992
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.
DOI: 10.25549/ransomeamyc-ouc1sto1724237
title: Ransome: Correspondence, 1886-1949

description: The Amy C. Ransome collection contains material related to women's suffrage from 1884-1949. There is a large amount of correspondence and printed material connected with Sarah Ware Whitney, editor of the Women's Standard in Waterloo, Iowa. In addition, there is correspondence and organizational material from the Iowa Equal Suffrage Association and other state organizations; equal rights and temperance pamphlets, ca. 1890-1900; World Woman's Party correspondence and clippings, ca. 1940; and National Suffrage Bulletins, 1897-1901.