cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/nngxpjk9z2.1
title: Financial risks of the COVID-19 pandemic and corporate social responsibility for sustainable development in the post-COVID economy

description: The source of data for the study is the Numbeo quality of life statistics (2021):
Numbeo. 2021. Quality of life index, by country: 2012-2021 (mid-year). URL: https://www.numbeo.com/quality-of-life/rankings_by_country.jsp?title=2021-mid

File 1 contains statistics of Numbeo (2021) for 2012-2021. (mid-year):
- Purchasing power index (x1) 4
- Cost of living index (x2);
- property price to income ratio (x3);
- Safety index (y1);
- Health care index (y2);
- Traffic commute time index (y3);
- Pollution index (y4);
- Climate index (y5).
The growth of indicators is also estimated: 2019/2018, 2020/2019, 2021/2020.

In file 2, the competitiveness of indicators is determined, the arithmetic mean, standard deviation in 2021 is calculated and forecasts of changes in indicators (based on arithmetic means and standard deviations) are made, histograms of their normal distribution are constructed.

In file 3, the dependence of each of the indicators y on the set of indicators x was determined by the method of regression analysis.
DOI: 10.17632/j6kjmfrbby.2
title: Hausa Speech Corpus

description: This is a Hausa Speech data set that was recorded as a baseline for Hausa Speech Recognition. The data sets can be used in building Automatic Speech recognition for Hausa language, Speech synthesis and speaker recognition.
DOI: 10.25721/w6nd-1h09
title: Scottish-valse
DOI: 10.6084/m9.figshare.17186294
title: Supporting Files: Characterisation of ascocorynin biosynthesis in the purple jellydisc fungus Ascocoryne sarcoides

description: Supporting files (homology model structures of monooxygenase) for publication: "Characterisation of ascocorynin biosynthesis in the purple jellydisc fungus <i>Ascocoryne sarcoides"</i>
DOI: 10.6084/m9.figshare.17186294.v1
title: Supporting Files: Characterisation of ascocorynin biosynthesis in the purple jellydisc fungus Ascocoryne sarcoides

description: Supporting files (homology model structures of monooxygenase) for publication: "Characterisation of ascocorynin biosynthesis in the purple jellydisc fungus <i>Ascocoryne sarcoides"</i>
DOI: 10.17632/9tdhvryz5n.1
title: LINF_200005800

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/tmytfhkbsy.1
title: LINF_200006000

description: phosphoglycerate kinase C - glycosomal | PGKC
Leishmania infantum (strain JPCM5)
DOI: 10.17632/xf2j38pv2x.1
title: LINF_200005900

description: Ion channel/Calcium-activated BK potassium channel alpha subunit
Leishmania infantum (strain JPCM5)
DOI: 10.6084/m9.figshare.17168972
title: Training data

description: iRT data split in two columns one for sequences and another for experimental retention time.
DOI: 10.25721/4ts9-7620
title: Pas du loup
DOI: 10.6084/m9.figshare.17168972.v1
title: Training data

description: iRT data split in two columns one for sequences and another for experimental retention time.
DOI: 10.6084/m9.figshare.17098925
title: Validation Data

description: Data used for validation while training the fragmentaion TMT model.
DOI: 10.17632/k4jp3xscg2.1
title: Interview results with municipalities

description: This study aimed to document the range of preparedness/reactivity of municipalities as COVID-19 swept through Lebanon. 
A qualitative case study was implemented to explore municipal response to control the epidemic, using in-depth semi-structured interviews with twenty-seven stakeholders from nine municipalities across all governorates in Lebanon. 
Our results showed that the response to the pandemic differed significantly in volume and nature among different municipalities across regions, with rural areas clearly disadvantaged in terms of adequacy and completeness of response. Barriers consistently mentioned by most municipalities included economic collapse and poverty, shortage in resources, lack of support from the central government, stigma, lack of awareness, underreporting, flaws in the MOPH surveillance system, impeded accessibility to healthcare services, limited number, and weak role of municipal police, increased mental illnesses, and political patronage, favoritism, and interference. On the other hand, increased donations, community engagement, social support and empathy, sufficient human resources, the effective role of healthcare systems, and good governance were identified as key facilitators. 
Thus, It is crucial meanwhile that the central government strengthens the administrative and financial resources of municipalities in preparing and rapidly deploying the expected optimal response.
DOI: 10.6084/m9.figshare.17098916
title: Holdout Data

description: Hold out data used to test the fragmentaion TMT model after training.
DOI: 10.6084/m9.figshare.17098925.v1
title: Validation Data

description: Data used for validation while training the fragmentaion TMT model.
DOI: 10.6084/m9.figshare.17098916.v1
title: Holdout Data

description: Hold out data used to test the fragmentaion TMT model after training.
DOI: 10.6084/m9.figshare.17098907
title: Training Data

description: Data used for training the TMT model.
DOI: 10.5281/zenodo.5776503
title: Dataset related to article "Impact of delay in follow-up due to COVID-19 pandemic on skin cancer progression: a real-life experience from an Italian hub hospital "

description: This record contains data related to article "Impact of delay in follow-up due to COVID-19 pandemic on skin cancer progression: a real-life experience from an Italian hub hospital " Abstract <strong>Background: </strong> The COVID-19 pandemic required the setting of a national lockdown in Italy from March 9, 2020, until May 18, 2020; therefore, most of the non-COVID-19 activities were postponed. As a consequence, many follow-up visits in patients with previously excised skin cancers were delayed. The aim of this retrospective real-life case-control study is demonstrating that delay in follow-up led to an increased incidence of advanced melanoma and keratinocyte cancers on the total of surgically excised skin cancers. <strong>Methods: </strong> The incidence of excised advanced melanoma and keratinocyte cancers in our dermato-surgery division in the period May 18 to November 18, 2020, was compared to the same time span of 2019. All data were collected from the electronic database of our department. Odds ratio with 95% confidence interval was used to assess the risk of excised advanced skin cancers in 2020 compared to 2019. <strong>Results: </strong> From May to November 2019, we performed 265 surgical excisions, while during the pandemic in 2020, we completed 280 surgeries. The number of advanced skin cancers excised between May 18 and November 18, 2020, was significantly higher compared with the same period in 2019 (54 vs. 22, OR: 2.64; 95% CI: 1.56-4.47; P = 0.0003). Significant differences were also observed regarding the number of surgically removed advanced BCCs (OR 2.15; 95% CI 1.14-4.07; P = 0.0187) and advanced SCCs (OR 4.60; 95% CI 1.31-16.18; P = 0.0175). <strong>Conclusion: </strong> These results confirm that delay in follow-up and, consequently, postponed surgical excisions are related to an increased incidence of advanced skin tumors, resulting in poorer prognosis lifelong. Follow-up visits should be carried on even during COVID-19 pandemic, avoiding significant delays as much as possible.
DOI: 10.5281/zenodo.5776502
title: Dataset related to article "Impact of delay in follow-up due to COVID-19 pandemic on skin cancer progression: a real-life experience from an Italian hub hospital "

description: This record contains data related to article "Impact of delay in follow-up due to COVID-19 pandemic on skin cancer progression: a real-life experience from an Italian hub hospital " Abstract <strong>Background: </strong> The COVID-19 pandemic required the setting of a national lockdown in Italy from March 9, 2020, until May 18, 2020; therefore, most of the non-COVID-19 activities were postponed. As a consequence, many follow-up visits in patients with previously excised skin cancers were delayed. The aim of this retrospective real-life case-control study is demonstrating that delay in follow-up led to an increased incidence of advanced melanoma and keratinocyte cancers on the total of surgically excised skin cancers. <strong>Methods: </strong> The incidence of excised advanced melanoma and keratinocyte cancers in our dermato-surgery division in the period May 18 to November 18, 2020, was compared to the same time span of 2019. All data were collected from the electronic database of our department. Odds ratio with 95% confidence interval was used to assess the risk of excised advanced skin cancers in 2020 compared to 2019. <strong>Results: </strong> From May to November 2019, we performed 265 surgical excisions, while during the pandemic in 2020, we completed 280 surgeries. The number of advanced skin cancers excised between May 18 and November 18, 2020, was significantly higher compared with the same period in 2019 (54 vs. 22, OR: 2.64; 95% CI: 1.56-4.47; P = 0.0003). Significant differences were also observed regarding the number of surgically removed advanced BCCs (OR 2.15; 95% CI 1.14-4.07; P = 0.0187) and advanced SCCs (OR 4.60; 95% CI 1.31-16.18; P = 0.0175). <strong>Conclusion: </strong> These results confirm that delay in follow-up and, consequently, postponed surgical excisions are related to an increased incidence of advanced skin tumors, resulting in poorer prognosis lifelong. Follow-up visits should be carried on even during COVID-19 pandemic, avoiding significant delays as much as possible.
DOI: 10.25739/sd83-rk24
title: Arizona Tree Ring and FIA metadata

description: Contains tree ring data and associated USFS forest plot metadata for ponderosa pine trees in Arizona used in Heilman et al. (2021)
DOI: 10.21223/p3/u7phjx
title: Dataset for: Standard Evaluation Trial for Root Knot Nematode

description: Plant aboveground symptoms are not specific. Weak to growth and small, chlorotic leaves that wilt quickly in warm weather is typical. Infected roots show knots or galls of variable size depending on the extent of the damage. Tubers may also become infected and show galls, deformations, or internal symptoms of nematode disease. Strong attacks cause the early death of infected plants (CIP, 1996). Root Knot Nematode (Meloidogyne incognita) resistance trials were conducted for 205 clones at two endemic places. The set experiments include natural field exposure and greenhouse pot test. Different reactions type was recording: highly susceptible, moderately susceptible, susceptible and moderately resistant.
DOI: 10.5281/zenodo.3249051
title: Biogenic silicate concentration in sea water samples, collected from the underway supply in the Southern Ocean during the austral summer of 2016/2017, on board the Antarctic Circumnavigation Expedition.

description: <strong>Dataset abstract</strong> Biogenic Silicate (Bsi) concentration (µmol/L) in seawater data. Water samples were collected from the underway seawater supply, filtered on board and then analysed by flow injection following appropriate digestion. This data supports chemical and biological oceanography studies conducted during the Antarctic Circumnavigation Expedition. <strong>Dataset contents</strong> ace_biogenic_silicate_concentration_in_seawater_underway.csv, data, comma-separated values ace_biogenic_silicate_concentration_in_seawater_underway_visual_summary.png, metadata, portable network graphics data_file_header.txt, metadata, text format README.txt, metadata, text format
description: The Antarctic Circumnavigation Expedition was made possible by funding from the Swiss Polar Institute and Ferring Pharmaceuticals. This work was also supported by École Polytecnique Fédérale de Lausanne (EPFL). Data usage: When data from up to 4 stations are used, please acknowledge Christel Hassler, Michael Ellwood, Tina Brenneis and the Alfred Wegener Institute were the analysis have been performed. For more than 4 stations, please add co-authorship to Christel hassler and Michael Ellwood and acknowledge Tina Brenneis from the Alfred Wegener Institute for analysis.
DOI: 10.5281/zenodo.3249050
title: Biogenic silicate concentration in sea water samples, collected from the underway supply in the Southern Ocean during the austral summer of 2016/2017, on board the Antarctic Circumnavigation Expedition.

description: <strong>Dataset abstract</strong> Biogenic Silicate (Bsi) concentration (µmol/L) in seawater data. Water samples were collected from the underway seawater supply, filtered on board and then analysed by flow injection following appropriate digestion. This data supports chemical and biological oceanography studies conducted during the Antarctic Circumnavigation Expedition. <strong>Dataset contents</strong> ace_biogenic_silicate_concentration_in_seawater_underway.csv, data, comma-separated values ace_biogenic_silicate_concentration_in_seawater_underway_visual_summary.png, metadata, portable network graphics data_file_header.txt, metadata, text format README.txt, metadata, text format
description: The Antarctic Circumnavigation Expedition was made possible by funding from the Swiss Polar Institute and Ferring Pharmaceuticals. This work was also supported by École Polytecnique Fédérale de Lausanne (EPFL). Data usage: When data from up to 4 stations are used, please acknowledge Christel Hassler, Michael Ellwood, Tina Brenneis and the Alfred Wegener Institute were the analysis have been performed. For more than 4 stations, please add co-authorship to Christel hassler and Michael Ellwood and acknowledge Tina Brenneis from the Alfred Wegener Institute for analysis.
DOI: 10.21223/p3/h3bhdr
title: Dataset for: Standard Evaluation Trial to Assessing solid content of tuber

description: The primary objective of evaluating post-harvest traits is to obtain information about the potential or aptitude of intermediate and advanced clones for diverse end-uses, ranging from fresh consumption to processed products. The interpretation of these evaluations provides important information to guide potato breeding and selection programs, as well as for the recommendation of varieties for specific uses. Therefore, CIP has adopted standard procedures for determining: specific gravity and dry matter content. These procedures serve for the evaluation of advanced clonal selections and may be adapted for the determination of parental value for post-harvest parameters. The experimental design is an RCBD with at least two replications. Each plot consists of 2 rows with 10 plants/row. Cultural management of the experimental area should be like that practiced locally for commercial potato production and/or as required for each experimental site. Assessing the solid content of tuber were conducted for 319 clones in 6 sets. The dry matter content and specific gravity were evaluated in 2 different environments: Lowland tropic (winter or spring) and highland tropic (dry or rain).
DOI: 10.21223/p3/curjuf
title: Dataset for: Standard evaluation trial for chipping quality documentation of CIP advanced breeding clones

description: The primary objective of evaluating post-harvest traits is obtain information about the potential or aptitude of advanced clones for diverse end-uses, ranging from fresh consumption to processed products. The interpretation of these evaluations provides important information to guide potato breeding and selection programs, as well as for the recommendation of varieties for specific uses. Procedures for determining chipping quality, reducing sugar content, and percentage of oil content have been standardized to document processing quality of advanced clones.
DOI: 10.21223/p3/rm1d5w
title: Dataset for: Standard evaluation trial for cooking quality documentation of CIP advanced breeding clones

description: The primary objective of evaluating post-harvest traits is obtain information about the potential or aptitude of advanced clones for diverse end-uses, ranging from fresh consumption to processed products. The interpretation of these evaluations provides important information to guide potato breeding and selection programs, as well as for the recommendation of varieties for specific uses. Therefore, CIP has adopted standard procedure for determining cooking quality for evaluation of advanced clonal selections. Variables such as cooking time, cooking type/quality, darkening and flesh color were evaluated for each clone. In addition if a taste panel is available taste and texture is are assessed. The clones are classified as: slightly soggy, moderately soggy and very mealy.
DOI: 10.21223/p3/vrx2hw
title: Dataset for: Standard evaluation trial for potato leaf roll virus resistance documentation of CIP advanced breeding clones

description: Potato leaf roll virus (PLRV) is one of the most important virus diseases of potato, responsible for serious yield losses worldwide. PLRV is transmitted by several potato-colonizing aphid species, but Myzus persicae is regarded as the most efficient vector. Both larval and adult stages of winged and nonwinged forms transmit PLRVs. Symptoms of PLRV include blockage of the food movement channels of the plant. Upper leaves in primary infected plants become pale, upright and rolled, showing some reddening of the tissue around the leaf edges. The lower leaves may or may not have symptoms. Secondary infected plants develop severely rolled lower leaves which feel like leather. The plant frequently has an overall stunted, upright, chlorotic appearance. The oldest leaves may show reddening on the margins or chlorosis The upper leaves may not have obvious symptoms. Standard evaluation trials measure PLRV resistance in advanced clones by subjecting plants to three consecutive intentional field exposure trials, monitoring aphid population levels, and releasing aphids on infected plants of a susceptible variety planted as header plants on each plot. Individual plants of each tested clone growing in experimental units of ten hill plots replicated three times in a RCBD are tested by serological ELISA test after the third exposure trial in order to determine the level of resistance to infection of the clone using a scale from highly resistance to highly susceptible based on the percentage number of infected plants.
DOI: 10.6084/m9.figshare.17153066.v2
title: scRNAseq toy dataset of mouse gastrulation

description: A single-cell molecular map of mouse gastrulation and early organogenesis (aka mouse gastrulation atlas)
DOI: 10.21223/p3/u0wiyz
title: Dataset for: Standard evaluation trial for bacterial wilt (BW) resistance documentation of CIP advanced breeding clones

description: Bacterial wilt (BW) or brown rot is caused by the bacteria Ralstonia solanacearum (Smith), previously called Pseudomonas solanacearum. The disease is a major constraint to potato production in most tropical and subtropical regions and a threat to the potato seed industry in European countries (EPPO/CABI 1997; Elphinstone 2005). Latent infection is responsible for spread of the disease and overcoming of resistance. Disease symptoms include wilting, stunting and yellowing of the foliage and external symptoms on the tuber are visible at the harvest when infection is severe. Tuber symptoms are often described as brown rot. Clones or varieties are evaluated in fields naturally infested by R. solanacearum or inoculated with the bacteria. Wilt severity is evaluated using a three point scale (1=healthy plant, 2= below or equal to 50% plan wilted, 3= above 50% plant wilted and eventually dead). Al harvest, the percentage of symptomatic tubers is computed by recording the number of symptomatic tubers and the number of the healthy looking tubers in all plants of the experimental unit. To measure latent infections of tubers only asymptomatic tubers of selected clones are analyzed infecting with bacteria. For each clone and over all replications, a minimum of 30 tubers of any size above 30mm and without visible symptoms is selected and random in the field. Individual asymptomatic tuber are analyzed with the ELISA test or NCM- ELISA.
DOI: 10.17632/8rjgydj6my.1
title: Seasonal Variations in Scorpions (Arachnida: Scorpions) from Khyber Pakhtunkhwa, Pakistan | IJB 2021

description: Scorpions are the members of phylum arthropods, Class Arachnida and Order Scorpiones. The collection was made from March 2017 to October 2020. Scorpions were collected from diverse localities of Khyber Pakhtunkhwa Pakistan through Pitfall traps, Battery-operated portable ultraviolet lamps, and Stone turning methods. The specimens which were collected belonged to three families Buthidae, Scorpiopidae, and Scorpionidae. The collection of Scorpions was high in August and July and less in October and March. The populations Hottentotta, Androctonus, Orthochirus, Fetilinia, Compsobuthus, Buthacus, Mesobuthusand Odontobuthus of the family Buthidae were increased from March to August with an increase in temperature and their numbers were decreased from September to October with a decrease in temperature. The numbers of the specimens belonging to the genus Scorpiopsof the subfamily Scorpiopidae was high in August and less in October. The members of the genus Deccanometrus were increases up to August and then decreases from September to October with a decrease in Temperature.
DOI: 10.17632/g4vzcxgx9m.1
title: LINF_200006100

description: phosphoglycerate kinase | PGKB
Leishmania infantum (strain JPCM5)
DOI: 10.17632/b52k2v2xzf.1
title: LINF_200006400

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/jpfj36wyf2.3
title: Utilisation and perception of complementary and alternative medicine (CAM) among patients in Bangladesh

description: A total of  1,183 data were collected through the structural questionnaire to capture participant’s sociodemographic characteristics, self-reported illness, healthcare services and perception of CAM during December 2019 to May 2020  from Government Unani and Ayurvedic Medical College Hospital in Dhaka, Bangladesh. Data were used to investigate the utilisation and perception of CAM among patients who received treatment from this health facility.  Logistic regression model was used to find the association between utilisation of CAM healthcare services and participant’s characteristics.  
Sixty-seven percent patients received healthcare services productive age group (18 to 65 years). This study found that socioeconomic status (age, educational background, marital status, employment status, and income quintiles) were statistically significant with the utilisation of CAM (p=<0.05). About 67% of the patients reported that they used allopathic medicine before using CAM for similar disease. The most frequently CAM treatments were Ayurveda (48%) and Unani (45%). The most common reasons for utilisation of CAM were its perceived effectiveness, fewer side effect and people advised them to use it. Moreover, most of the patients were satisfied with CAM treatments and they were willing to advice others to use CAM.