cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.24116484
title: Economic data for the WECC and NPCC electricity markets

description: This repository contains relevent economic data for the Western Electricity Coordinating Council (WECC) and Northeast Power Coordinating Council (NPCC) systems, developed by Professor Fangxing Fran Li at The University of Tennessee and his PhD student Qiwei Zhang during 2021-2022.This data set will be of interest to you if you conduct electricity economic simulation studies, such as economic dispatch and LMP calculation. We provide a comprehensive economic data set for WECC and NPCC systems based on real-world grid operational data. Users can access the developed data set for generator aggregation, fuel cost, generator capacity, and line rating.This dataset can be found at Github as well. See https://github.com/enliten/ENLITEN-Grid-Econ-Data/.To use the data in your work, please cite the following reference:Q. Zhang and F. Li, "A Dataset for Electricity Market Studies on Western and Northeastern Power Grids in the United States," <i>Scientific Data</i>, In-Press, 2023.
DOI: 10.25442/hku.24037782
title: Supporting data for "Exploring Storytelling with Natural Language Processing: Representation, Non-linguistic Factors, and Narrative Engagement"

description: The uploaded datasets comprise 1) A Project Gutenberg Protagonist-based dataset consisting of 300 protagonists found in 261 books. This dataset includes narrative features analyzed using time series data for these 300 fictional characters. 2) A dataset containing over 3 million time-synchronic comments obtained from 240 movies. Additionally, linguistic features of the comments from each movie are computed using Linguistic Inquiry and Word Count. The uploaded files also include essential information about the books and movies.<br>
DOI: 10.25442/hku.24037782.v1
title: Supporting data for "Exploring Storytelling with Natural Language Processing: Representation, Non-linguistic Factors, and Narrative Engagement"

description: The uploaded datasets comprise 1) A Project Gutenberg Protagonist-based dataset consisting of 300 protagonists found in 261 books. This dataset includes narrative features analyzed using time series data for these 300 fictional characters. 2) A dataset containing over 3 million time-synchronic comments obtained from 240 movies. Additionally, linguistic features of the comments from each movie are computed using Linguistic Inquiry and Word Count. The uploaded files also include essential information about the books and movies.<br>
DOI: 10.6084/m9.figshare.24116424
title: Baidu Migration Big Data

description: Baidu Migration Big Data provides indices of migration scale (including an in-migration scale index and an out-migration scale index) recorded in days for 369 cities(4 municipalities directly under the central government, 2 special administrative regions, 293 prefecture-level cities, 7 prefectures, 30 autonomous prefectures, 3 leagues, 29 county-level administrative units directly managed by the province, and Taiwan Province) in China and the percentage of in-migration from a particular city to the total in-migration from that city for each city's in-migration sources. The migration scale index reflects the size of a city's in-migration or out-migration populations and allows for cross-city comparisons. PM_ij is the index of spatial connection of population migration between city i and city j.
DOI: 10.25442/hku.24038862
title: Supporting data for “The roadmap to bettering the mental health of Hong Kong veterinarians through mixed-methods study and animal-assisted education”

description: There are four sets of data in total. Dataset 1 involved qualitative in-depth one-to-one interview with 18 Hong Kong veterinarians in companion animal practices were conducted between December 2020 and March 2021. Sixteen veterinarians and two veterinary specialists, consists of six male and twelve female, were asked of common stressors they face as a veterinarian, the challenges and the reward being a veterinarian, and coping strategies they adopt. This data covering topics on client and animal related stress, workplace and profession related stress, stress from the general public and from their self-expectations.Dataset 2 involved quantitative online survey collected from 56 Hong Kong veterinarians during January 2022 and March 2022 that explored their mental health situation, stressors, and self-compassion. Validated scale used in this survey covering areas of job demand and support (DCSQ), compassion satisfaction and fatigue (ProQOL), self-compassion and criticism (SCS), euthanasia distress (EDS), entrapment (E-SF), suicidality (SBQ-R), depression (PHQ-9), and anxiety (GAD-7). Demographic variables such as Cantonese proficiency and years of qualification were collected, as well as work-related information such as employment status, specialty and seniority, practice location, clinic ownership, average work hours per week, and ever received official complaints or been cyberbullied were obtained.Dataset 3 involved quantitative online pre and post survey were collected in 2022/23 semester 1from 24 students (total of 39 entries) from the Bachelor of Veterinary Medicine at the City University of Hong Kong that assess their mental health literacy and mental health status after having attended an animal-assisted education in mental health (AAE-MH) programme tailored for them. Validated scales used in this survey included Mental Health Knowledge Schedule (MHKS), the Community Attitude Towards Mentally III Questionnaire (CAMI III), and Reported and Intended Behavior Scale (RIBS), depression (PHQ-9), and anxiety (GAD-7).Dataset 4 involved qualitative focus group discussion was conducted in March 2023 involving 5 teachers of Bachelor of Veterinary Medicine at the City University of Hong Kong and 2 moderators from the Department of Social Work and Social Administration from the University of Hong Kong. The three research questions are (1) How relevant are the topics to year 3 BVM students? (2) Do you think the programme is worth sustaining, given the time and resources required? and (3) How can we improve the programme. A deductive summary from the focus group discussion are recorded in the word document.
DOI: 10.25442/hku.24038862.v1
title: Supporting data for “The roadmap to bettering the mental health of Hong Kong veterinarians through mixed-methods study and animal-assisted education”

description: There are four sets of data in total. Dataset 1 involved qualitative in-depth one-to-one interview with 18 Hong Kong veterinarians in companion animal practices were conducted between December 2020 and March 2021. Sixteen veterinarians and two veterinary specialists, consists of six male and twelve female, were asked of common stressors they face as a veterinarian, the challenges and the reward being a veterinarian, and coping strategies they adopt. This data covering topics on client and animal related stress, workplace and profession related stress, stress from the general public and from their self-expectations.Dataset 2 involved quantitative online survey collected from 56 Hong Kong veterinarians during January 2022 and March 2022 that explored their mental health situation, stressors, and self-compassion. Validated scale used in this survey covering areas of job demand and support (DCSQ), compassion satisfaction and fatigue (ProQOL), self-compassion and criticism (SCS), euthanasia distress (EDS), entrapment (E-SF), suicidality (SBQ-R), depression (PHQ-9), and anxiety (GAD-7). Demographic variables such as Cantonese proficiency and years of qualification were collected, as well as work-related information such as employment status, specialty and seniority, practice location, clinic ownership, average work hours per week, and ever received official complaints or been cyberbullied were obtained.Dataset 3 involved quantitative online pre and post survey were collected in 2022/23 semester 1from 24 students (total of 39 entries) from the Bachelor of Veterinary Medicine at the City University of Hong Kong that assess their mental health literacy and mental health status after having attended an animal-assisted education in mental health (AAE-MH) programme tailored for them. Validated scales used in this survey included Mental Health Knowledge Schedule (MHKS), the Community Attitude Towards Mentally III Questionnaire (CAMI III), and Reported and Intended Behavior Scale (RIBS), depression (PHQ-9), and anxiety (GAD-7).Dataset 4 involved qualitative focus group discussion was conducted in March 2023 involving 5 teachers of Bachelor of Veterinary Medicine at the City University of Hong Kong and 2 moderators from the Department of Social Work and Social Administration from the University of Hong Kong. The three research questions are (1) How relevant are the topics to year 3 BVM students? (2) Do you think the programme is worth sustaining, given the time and resources required? and (3) How can we improve the programme. A deductive summary from the focus group discussion are recorded in the word document.
DOI: 10.25442/hku.24037464
title: Supporting Data for Thesis Titled "<b>Harnessing the Power of Deep Learning for Ophthalmic Disease Diagnosis: A Study on Glaucoma and Exudative Age-Related Macular Degeneration</b> "

description: The dataset comprises optical nerve head radial peripapillary capillaries (ONH RPC) angiography images captured using a commercially available spectral-domain Zeiss Cirrus 6000 HD OCT (Carl Zeiss AG, Oberkochen, Germany). The OCTA scans cover a 4.5 mm x 4.5 mm area around the optic nerve head, with an A-scan rate of 68 kHz.The dataset includes measurements from both the right (OD) and left (OS) eyes, with each eye classified into one of three categories: normal, suspect, and glaucoma. Each category is further subdivided based on an axial length less than or greater than 26.1) In the normal category:a. For eyes with an axial length less than 26, the dataset includes 586 OD eyes and 562 OS eyes, totaling 1,148 eyes.b. For those with an axial length greater than 26, the dataset includes 151 OD eyes and 87 OS eyes, totaling 238 eyes.2) In the suspect glaucoma category:a. For eyes with an axial length less than 26, the dataset includes 344 OD eyes and 350 OS eyes, totaling 694 eyes.b. For those with an axial length greater than 26, the dataset includes 499 OD eyes and 86 OS eyes, totaling 585 eyes.3) In the glaucoma category:a. For eyes with an axial length less than 26, the dataset includes 109 OD eyes and 95 OS eyes, totaling 204 eyes.b. For those with an axial length greater than 26, the dataset includes 125 OD eyes and 57 OS eyes, totaling 182 eyes.
DOI: 10.25442/hku.24037464.v1
title: Supporting Data for Thesis Titled "<b>Harnessing the Power of Deep Learning for Ophthalmic Disease Diagnosis: A Study on Glaucoma and Exudative Age-Related Macular Degeneration</b> "

description: The dataset comprises optical nerve head radial peripapillary capillaries (ONH RPC) angiography images captured using a commercially available spectral-domain Zeiss Cirrus 6000 HD OCT (Carl Zeiss AG, Oberkochen, Germany). The OCTA scans cover a 4.5 mm x 4.5 mm area around the optic nerve head, with an A-scan rate of 68 kHz.The dataset includes measurements from both the right (OD) and left (OS) eyes, with each eye classified into one of three categories: normal, suspect, and glaucoma. Each category is further subdivided based on an axial length less than or greater than 26.1) In the normal category:a. For eyes with an axial length less than 26, the dataset includes 586 OD eyes and 562 OS eyes, totaling 1,148 eyes.b. For those with an axial length greater than 26, the dataset includes 151 OD eyes and 87 OS eyes, totaling 238 eyes.2) In the suspect glaucoma category:a. For eyes with an axial length less than 26, the dataset includes 344 OD eyes and 350 OS eyes, totaling 694 eyes.b. For those with an axial length greater than 26, the dataset includes 499 OD eyes and 86 OS eyes, totaling 585 eyes.3) In the glaucoma category:a. For eyes with an axial length less than 26, the dataset includes 109 OD eyes and 95 OS eyes, totaling 204 eyes.b. For those with an axial length greater than 26, the dataset includes 125 OD eyes and 57 OS eyes, totaling 182 eyes.
DOI: 10.25442/hku.24041763
title: Supporting data for Views and experiences of South Asian women on maternity care services in Hong Kong: A mixed methods study

description: The data includes details of ethics, transcripts, raw files used for analysis in thesis titled: Views and experiences of South Asian women on maternity care services in Hong Kong: A mixed methods study. A mixed methods study was conducted in Hong Kong on South Asian ethnic minority women to investigate their experiences with care services pertaining to Hong Kong's context. South Asian women living in Hong Kong with less than 5 years of childbirth experience or currently pregnant participated in this study.
DOI: 10.25442/hku.24041763.v1
title: Supporting data for Views and experiences of South Asian women on maternity care services in Hong Kong: A mixed methods study

description: The data includes details of ethics, transcripts, raw files used for analysis in thesis titled: Views and experiences of South Asian women on maternity care services in Hong Kong: A mixed methods study. A mixed methods study was conducted in Hong Kong on South Asian ethnic minority women to investigate their experiences with care services pertaining to Hong Kong's context. South Asian women living in Hong Kong with less than 5 years of childbirth experience or currently pregnant participated in this study.
DOI: 10.25442/hku.24041664
title: <i><b>Supporting data</b></i><i><b> for</b></i> "Immunophenotyping of anti-PD-L1-treated hepatocellular carcinoma"

description: Hepatocellular carcinoma (HCC) is a deadly disease. The FDA recently approved the first immunotherapy, atezolizumab (anti-PD-L1) plus bevacizumab (anti-VEGF-A), for advanced HCC. Nonetheless, there are still patients not responding. Exploring how the tumour microenvironment is being altered upon anti-PD-L1 treatment helps unravel resistance mechanisms underlying anti-PD-L1 resistance. Using hydrodynamic tail vein injection (HDTVi), we established an anti-PD-L1 resistant HCC mouse model. We performed immunophenotyping of the tumour infiltrating immune cells utilising cytometry by Time-Of-Flight (CyTOF) and single-cell RNA sequencing (scRNA-seq). We discovered that anti-PD-L1 enhanced the infiltration of CD8<sup>+</sup> T cells. Remarkably, several immune checkpoints were upregulated, accompanied by reduced effector functions. Anti-PD-L1 simultaneously induced T cell clonal expansion that shall aid in reinforcing immune response against tumour development. Together, these results suggest that anti-PD-L1 activates and expands T cells; however, these T cells are still in exhaustion due to other inhibitory receptors, rendering anti-PD-L1 ineffective in advanced HCC. Therefore, antibodies targeting the other immune checkpoints have considerable potential in restoring the therapeutic effects in combination with anti-PD-L1 to patients with advanced HCC. Submitted excel is the data for the figure included in the thesis, tab label corresponds to figure numbering
DOI: 10.25442/hku.24041664.v1
title: <i><b>Supporting data</b></i><i><b> for</b></i> "Immunophenotyping of anti-PD-L1-treated hepatocellular carcinoma"

description: Hepatocellular carcinoma (HCC) is a deadly disease. The FDA recently approved the first immunotherapy, atezolizumab (anti-PD-L1) plus bevacizumab (anti-VEGF-A), for advanced HCC. Nonetheless, there are still patients not responding. Exploring how the tumour microenvironment is being altered upon anti-PD-L1 treatment helps unravel resistance mechanisms underlying anti-PD-L1 resistance. Using hydrodynamic tail vein injection (HDTVi), we established an anti-PD-L1 resistant HCC mouse model. We performed immunophenotyping of the tumour infiltrating immune cells utilising cytometry by Time-Of-Flight (CyTOF) and single-cell RNA sequencing (scRNA-seq). We discovered that anti-PD-L1 enhanced the infiltration of CD8<sup>+</sup> T cells. Remarkably, several immune checkpoints were upregulated, accompanied by reduced effector functions. Anti-PD-L1 simultaneously induced T cell clonal expansion that shall aid in reinforcing immune response against tumour development. Together, these results suggest that anti-PD-L1 activates and expands T cells; however, these T cells are still in exhaustion due to other inhibitory receptors, rendering anti-PD-L1 ineffective in advanced HCC. Therefore, antibodies targeting the other immune checkpoints have considerable potential in restoring the therapeutic effects in combination with anti-PD-L1 to patients with advanced HCC. Submitted excel is the data for the figure included in the thesis, tab label corresponds to figure numbering
DOI: 10.25442/hku.24041682
title: Supporting data for "The Growth and Spatial Variation of China’s Public-Private Partnerships (PPPs): Localization and State-Manipulated Resource Mobilization under Soft Budget Constraints"

description: This dataset includes interview notes collected from in-depth interviews in Wuhan and Guangzhou. In Wuhan, the interviews were conducted during two periods, i.e., 6-28 July of 2021 and 12-20 May of 2022. In Guangzhou, the interviews were conducted during three periods from 17 July to 7 September of 2021, 24 February of 2022, and from 25 May to 7 June of 2022. The language of interview notes is Chinese. The data is used for comparative case studies of PPP development in the two cities.
DOI: 10.25442/hku.24041682.v1
title: Supporting data for "The Growth and Spatial Variation of China’s Public-Private Partnerships (PPPs): Localization and State-Manipulated Resource Mobilization under Soft Budget Constraints"

description: This dataset includes interview notes collected from in-depth interviews in Wuhan and Guangzhou. In Wuhan, the interviews were conducted during two periods, i.e., 6-28 July of 2021 and 12-20 May of 2022. In Guangzhou, the interviews were conducted during three periods from 17 July to 7 September of 2021, 24 February of 2022, and from 25 May to 7 June of 2022. The language of interview notes is Chinese. The data is used for comparative case studies of PPP development in the two cities.
DOI: 10.25442/hku.24041844
title: <i>Supporting data for “</i><i>Single-nucleotide-resolution mapping of RNA-targeting Cas system cleavage sites</i><i>”</i>

description: <b>This data set includes all data generated throughout the study and used in this thesis. The data are categorised based on their nature and figure number. </b>DNA-targeting CRISPR-Cas systems have been the primary genome editing tool in recent years. RNA-targeting CRISPR-Cas systems, however, have garnered blooming research interest due to the possibility of temporary transcriptome engineering instead of permanent genome alterations. The recently discovered RfxCas13d (or CasRx) and SthCsm systems are active in human cells and have been applied in different applications such as repeat-expansion disease therapies, RNA imaging, RNA editing, and so on. Be that as it may, the precise biochemical mechanisms of these systems remain elusive and hinder the further development of different RNA interrogation tools. In this study, we applied advanced techniques to examine the cleavage sites of CasRx in vitro and in vivo. With the bind-and-wash approach, we were able to enrich the cis-cleavage events of CasRx in vitro and further dissect its detailed biochemical activities. With the next-generation sequencing approach termed 5 ́OH-seq, we revealed the in vivo cleavage sites of CasRx. As a result, this work provides detailed guidelines for the research community when applying these systems. We also envisioned the development of new methods or tools based on the new-found knowledge in the future.
DOI: 10.25442/hku.24041844.v1
title: <i>Supporting data for “</i><i>Single-nucleotide-resolution mapping of RNA-targeting Cas system cleavage sites</i><i>”</i>

description: <b>This data set includes all data generated throughout the study and used in this thesis. The data are categorised based on their nature and figure number. </b>DNA-targeting CRISPR-Cas systems have been the primary genome editing tool in recent years. RNA-targeting CRISPR-Cas systems, however, have garnered blooming research interest due to the possibility of temporary transcriptome engineering instead of permanent genome alterations. The recently discovered RfxCas13d (or CasRx) and SthCsm systems are active in human cells and have been applied in different applications such as repeat-expansion disease therapies, RNA imaging, RNA editing, and so on. Be that as it may, the precise biochemical mechanisms of these systems remain elusive and hinder the further development of different RNA interrogation tools. In this study, we applied advanced techniques to examine the cleavage sites of CasRx in vitro and in vivo. With the bind-and-wash approach, we were able to enrich the cis-cleavage events of CasRx in vitro and further dissect its detailed biochemical activities. With the next-generation sequencing approach termed 5 ́OH-seq, we revealed the in vivo cleavage sites of CasRx. As a result, this work provides detailed guidelines for the research community when applying these systems. We also envisioned the development of new methods or tools based on the new-found knowledge in the future.
DOI: 10.25442/hku.24046320
title: Supporting data for “Epidemiological and evolutionary dynamics of human respiratory viruses in Hong Kong during COVID-19"

description: My research study delves into the genetic diversity and evolutionary changes of respiratory viruses during the COVID-19 pandemic, considering the implementation of non-pharmaceutical interventions in Hong Kong. Specifically, our focus lies on rhinoviruses and RSV, as we observed the resurgence of rhinovirus and off-season peaks of RSV. The dataset comprises virus sequences obtained from infected patients in Hong Kong during the pandemic, along with accompanying epidemiological data, including clinical symptoms. This enables us to explore correlations between specific virus genotypes and disease manifestations. Furthermore, these sequences facilitate phylogenetic analysis, offering a comprehensive understanding of evolutionary dynamics driven by genetic variations. The surveillance of these respiratory viruses remains crucial for monitoring and managing their impact.
DOI: 10.25442/hku.24046320.v1
title: Supporting data for “Epidemiological and evolutionary dynamics of human respiratory viruses in Hong Kong during COVID-19"

description: My research study delves into the genetic diversity and evolutionary changes of respiratory viruses during the COVID-19 pandemic, considering the implementation of non-pharmaceutical interventions in Hong Kong. Specifically, our focus lies on rhinoviruses and RSV, as we observed the resurgence of rhinovirus and off-season peaks of RSV. The dataset comprises virus sequences obtained from infected patients in Hong Kong during the pandemic, along with accompanying epidemiological data, including clinical symptoms. This enables us to explore correlations between specific virus genotypes and disease manifestations. Furthermore, these sequences facilitate phylogenetic analysis, offering a comprehensive understanding of evolutionary dynamics driven by genetic variations. The surveillance of these respiratory viruses remains crucial for monitoring and managing their impact.