cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.14109
title: Policy and mental wellbeing
title: Policy and mental wellbeing

description: The datasets of the policy and mental wellbeing research
description: The datasets of the policy and mental wellbeing research
DOI: 10.57760/sciencedb.14111
title: Data on meteorological and air pollution and acute aortic dissection in Urumqi, Xinjiang Province, from October 2013 to June 2021
title: Data on meteorological and air pollution and acute aortic dissection in Urumqi, Xinjiang Province, from October 2013 to June 2021

description: Data on meteorological and air pollution and aortic dissection in Urumqi, Xinjiang Province, from October 2013 to June 2021
description: Data on meteorological and air pollution and aortic dissection in Urumqi, Xinjiang Province, from October 2013 to June 2021
DOI: 10.57760/sciencedb.j00133.00375
title: False news data source
title: 虚假新闻数据源

description: The false news data source comes from the first Chinese multi domain false news dataset constructed by Nan Qiong and Cao Juan, which crawled false news from the Weibo Community Management Center from December 2014 to March 2021. 
description: The false news data source comes from the first Chinese multi domain false news dataset constructed by Nan Qiong and Cao Juan, which crawled false news from the Weibo Community Management Center from December 2014 to March 2021.
DOI: 10.57760/sciencedb.14112
title: False news experimental data
title: 虚假新闻实验数据

description: This dataset is experimental data on fake news, which was used for modeling experiments after preliminary data cleaning and feature construction of fake news data sources. 
description: This dataset is experimental data on fake news, which was used for modeling experiments after preliminary data cleaning and feature construction of fake news data sources.
DOI: 10.57760/sciencedb.14114
title: An Model of Based on RF-GA-XGBoost and SHAP
title: 融合RF-GA-XGBoost和SHAP的模型

description: This document presents the experimental process and results of an interpretable model for the interaction quality of fake news groups that integrates RF-GA-XGBoost and SHAP. 
description: This document presents the experimental process and results of an interpretable model for the interaction quality of fake news groups that integrates RF-GA-XGBoost and SHAP.
DOI: 10.57760/sciencedb.14119
title: Preprocessed data set
title: 预处理后的数据集

description: The original SMP2019-ECISA data set is preprocessed and re-divided.It consists of train.tsv, dev.tsv, test.tsv and label.json, which correspond to the training set, verification set, test set and label description respectively.The first row in the dataset is the header, and the headers are label, context and target respectively. A piece of data corresponds to a row in the dataset and is divided by \ t..
description: The original SMP2019-ECISA data set is preprocessed and re-divided.It consists of train.tsv, dev.tsv, test.tsv and label.json, which correspond to the training set, verification set, test set and label description respectively.The first row in the dataset is the header, and the headers are label, context and target respectively. A piece of data corresponds to a row in the dataset and is divided by \ t..
DOI: 10.57760/sciencedb.14125
title: Campus information platform information data set
title: 校园信息平台信息数据集

description: Campus information platform information data set
description: Campus information platform information data set
DOI: 10.57760/sciencedb.j00133.00376
title: Campus information platform information data set
title: 校园信息平台信息数据集

description: Campus information platform information data set
description: Campus information platform information data set
DOI: 10.57760/sciencedb.14129
title: Digital village related policies
title: 数字乡村相关政策

description: Search using keywords such as "digital countryside", "agricultural informatization", "rural informatization", and "modernization of agriculture and rural areas". The starting year for policy text collection is 2017, with a time interval from January 2017 to July 2023. Perform word frequency statistics on the collected policy texts. Based on word frequency statistics, delete policies that do not contain or only appear once or twice with the concept of "digital countryside" in the text, save policy texts with complete information and high relevance, and ultimately collect 163 relevant policies. 
description: Search using keywords such as "digital countryside", "agricultural informatization", "rural informatization", and "modernization of agriculture and rural areas". The starting year for policy text collection is 2017, with a time interval from January 2017 to July 2023. Perform word frequency statistics on the collected policy texts. Based on word frequency statistics, delete policies that do not contain or only appear once or twice with the concept of "digital countryside" in the text, save policy texts with complete information and high relevance, and ultimately collect 163 relevant policies.
DOI: 10.57760/sciencedb.14130
title: Digital village related policy and code implementation
title: 数字乡村相关政策以及代码执行

description: The dataset consists of policy texts related to digital rural areas collected in the paper (segmented), as well as screenshots of the Python code used for empirical analysis in the paper. 
description: The dataset consists of policy texts related to digital rural areas collected in the paper (segmented), as well as screenshots of the Python code used for empirical analysis in the paper.
DOI: 10.57760/sciencedb.14133
title: Digital village related policies and computer screenshots
title: 数字乡村相关政策及计算机截屏文件

description: There are 163 segmented policy texts related to digital rural areas in the dataset, as well as computer code screenshots in the empirical research paper. 
description: There are 163 segmented policy texts related to digital rural areas in the dataset, as well as computer code screenshots in the empirical research paper.
DOI: 10.57760/sciencedb.14131
title: Investigating Causes of Construction Delay in Cold Storage Projects in the Philippines Raw Data
title: Investigating Causes of Construction Delay in Cold Storage Projects in the Philippines Raw Data

description: The data file contains the data gathered in a survey conducted across 100 respondents belonging to cold storage construction industry in the Philippines. The causes of delay were ranked by computing the Relative Importance Index (RII) of each factor provided by the survey in the form of Likert scale.
description: The data file contains the data gathered in a survey conducted across 100 respondents belonging to cold storage construction industry in the Philippines. The causes of delay were ranked by computing the Relative Importance Index (RII) of each factor provided by the survey in the form of Likert scale.
DOI: 10.57760/sciencedb.14134
title: GC-MS analysis of black seeds, fenugreek and coriander seeds
title: GC-MS analysis of black seeds, fenugreek and coriander seeds

description: Gas Chromatography-Mass Spectrometry phytochemical analysis of black seeds (cumin), fenugreek and coriander seeds to identify the Phyto-compounds present in the seeds.
description: Gas Chromatography-Mass Spectrometry phytochemical analysis of black seeds (cumin), fenugreek and coriander seeds to identify the Phyto-compounds present in the seeds.
DOI: 10.57760/sciencedb.14143
title: NRDI panel2017_2021_v2
title: NRDI panel2017_2021_v2

description: This is the data set for the paper entitled "Promoting Application-oriented Research Institutes’ Innovation Via Alliances – The Moderating Effects of Top Mangers’ Education Background".
description: This is the data set for the paper entitled "Promoting Application-oriented Research Institutes’ Innovation Via Alliances – The Moderating Effects of Top Mangers’ Education Background".
DOI: 10.57760/sciencedb.14145
title: Electrical test experiments
title: 电测实验

description: The data obtained from the femoral electrometry experiment and the experimental process
description: The data obtained from the femoral electrometry experiment and the experimental process
DOI: 10.57760/sciencedb.14146
title: Picture of the paper
title: 论文图片

description: The original image used in the paper
description: The original image used in the paper
DOI: 10.57760/sciencedb.j00133.00377
title: 字音和字形嵌入实验结果
title: 《字音和字形能有效增强汉字的表示吗？——基于命名实体识别任务的验证》分析数据

description: The data is saved in Excel format.The data in "micro-F1" consists of micro-F1 values and statistical analysis data from 5 datasets.The data in "MARS", "PeopleDaily", "CCKS2017", "Resume", and "E-Commerce" are F1 values and statistical analysis data for each entity.
description: The data is saved in Excel format.The data in "micro-F1" consists of micro-F1 values and statistical analysis data from 5 datasets.The data in "MARS", "PeopleDaily", "CCKS2017", "Resume", and "E-Commerce" are F1 values and statistical analysis data for each entity.
DOI: 10.57760/sciencedb.14154
title: Datasets for multi-set multi-membership querying (MS-MMQ) task
title: Datasets for multi-set multi-membership querying (MS-MMQ) task

description: The document comprises three distinct multi-label datasets of varying scales. The original data is sourced from a multi-label classification dataset on Kaggle, while the processed dataset is utilized for the MS-MMQ task.
description: The document comprises three distinct multi-label datasets of varying scales. The original data is sourced from a multi-label classification dataset on Kaggle, while the processed dataset is utilized for the MS-MMQ task.
DOI: 10.57760/sciencedb.j00139.00088
title: mitogenomes of Bombini and Meliponini
title: mitogenomes of Bombini and Meliponini

description: mitogenomes assembled and annotated from SRA data and next generation sequencing data.
description: mitogenomes assembled and annotated from SRA data and next generation sequencing data.
DOI: 10.57760/sciencedb.14181
title: Policy Document Analysis on Tamil Nadu Agriculture Budget by Scheme, Policy Instruments and Behavioral Intends
title: Policy Document Analysis on Tamil Nadu Agriculture Budget by Scheme, Policy Instruments and Behavioral Intends

description: This dataset contains information regarding the Tamil Nadu Agriculture Budget for the last three years. To extract and analyse the policies in a systematic way, the study used the READ approach, which stands for ready the material, extract the data, analyse the data, and distil the findings, respectively. The policies were examined using the systematic READ approach to document analysis. From the three years of agricultural budget, farm-based schemes were identified and analysed. For each policy announcement, the intended policy subjects or targets and associated policy instruments were identified to examine the fit of the policy design. Also, the implicit behaviour assumptions or intentions were traced according to the Anne Schneider and Helen Ingram (1990) study for each policy instrument. Additionally, the study observation was given in a separate column. The policy design fit has been classified into five scales: perfect fit, better fit, moderate fit, poor fit, and not a fit. Each design fit has its own conditions.
description: This dataset contains information regarding the Tamil Nadu Agriculture Budget for the last three years. To extract and analyse the policies in a systematic way, the study used the READ approach, which stands for ready the material, extract the data, analyse the data, and distil the findings, respectively. The policies were examined using the systematic READ approach to document analysis. From the three years of agricultural budget, farm-based schemes were identified and analysed. For each policy announcement, the intended policy subjects or targets and associated policy instruments were identified to examine the fit of the policy design. Also, the implicit behaviour assumptions or intentions were traced according to the Anne Schneider and Helen Ingram (1990) study for each policy instrument. Additionally, the study observation was given in a separate column. The policy design fit has been classified into five scales: perfect fit, better fit, moderate fit, poor fit, and not a fit. Each design fit has its own conditions.
DOI: 10.57760/sciencedb.j00113.00192
title: Seven deep learning algorithms for predicting magnetic impurity spectral functions and the corresponding data sets
title: Seven deep learning algorithms for predicting magnetic impurity spectral functions and the corresponding data sets

description: The codes and the corresponding data file related to the article "Prediction of impurity spectrum function by deep learning algorithm" published in China Physics B. Two zip files are given here, which are the data set of machine learning and the subprogram used, it is described below. Description of data set file: A large dataset with about one million spectral functions of the Anderson quantum impurity model. The input dataset contains the density of states (DOS) of the host material, the strength of Coulomb interaction between on-site electrons (U), and the hybridization between the host material and the impurity site (Gamma), as shown in the file input-w-4.dat. The output dataset contains the corresponding spectral functions. The continue DOS and spectral functions are stored with Chebyshev coefficients and wavelet coefficients, respectively. For the spectral functions, we save both the high-frequency and low-frequency wavelet coefficients, see the files output-w-a4 and output-w-b4. From this dataset, we build seven different machine learning networks to predict the spectral function from the input DOS, U, and Gamma. In the subprogram folder, we have cnn, resnet, gru, bigru, lstm, bilstm, bigru+gru machine learning models written in pytorch framework, as well as some auxiliary subprograms written in python, such as the data fitting programs and the plotting programs.
description: The codes and the corresponding data file related to the article "Prediction of impurity spectrum function by deep learning algorithm" published in China Physics B. Two zip files are given here, which are the data set of machine learning and the subprogram used, it is described below. Description of data set file: A large dataset with about one million spectral functions of the Anderson quantum impurity model. The input dataset contains the density of states (DOS) of the host material, the strength of Coulomb interaction between on-site electrons (U), and the hybridization between the host material and the impurity site (Gamma), as shown in the file input-w-4.dat. The output dataset contains the corresponding spectral functions. The continue DOS and spectral functions are stored with Chebyshev coefficients and wavelet coefficients, respectively. For the spectral functions, we save both the high-frequency and low-frequency wavelet coefficients, see the files output-w-a4 and output-w-b4. From this dataset, we build seven different machine learning networks to predict the spectral function from the input DOS, U, and Gamma. In the subprogram folder, we have cnn, resnet, gru, bigru, lstm, bilstm, bigru+gru machine learning models written in pytorch framework, as well as some auxiliary subprograms written in python, such as the data fitting programs and the plotting programs.
DOI: 10.57760/sciencedb.14194
title: Ancient DNA unravels species identification from Laosicheng site, Hunan Province, China and insights into East Asian leopard maternal genetic history
title: Ancient DNA unravels species identification from Laosicheng site, Hunan Province, China and insights into East Asian leopard maternal genetic history

description: Two mitochondrial genomes obtained from animal remains from Laosicheng site, Hunan Province, China.
description: Two mitochondrial genomes obtained from animal remains from Laosicheng site, Hunan Province, China.
DOI: 10.57760/sciencedb.14193
title: A training set based on real observation for FRB search v1.0
title: A training set based on real observation for FRB search v1.0

description: FAST has observed 1652 single pulses from FRB121102. All of these pulses have DM=565. After de-dispersion, we add DM=[10,20,30,40] to these pulses and transfer these pulses into fluence-time images and DM-time images with 256*256 pixels. There are 4082 samples in our training set.
description: FAST has observed 1652 single pulses from FRB121102. All of these pulses have DM=565. After de-dispersion, we add DM=[10,20,30,40] to these pulses and transfer these pulses into fluence-time images and DM-time images with 256*256 pixels. There are 4082 samples in our training set.
DOI: 10.57760/sciencedb.14189
title: Total Dose Effect Output Waveform of NC7SZ157
title: Total Dose Effect Output Waveform of NC7SZ157

description: In order to study and simulate the port characteristics of the NC7SZ157 digital device multiplexer under total dose irradiation, the circuit board was fabricated and a total dose test was conducted at the Xinjiang Institute of Physics and Chemistry, where the board was irradiated at a dose rate of 50 krad(Si)/s. The test was set up with three dose points, which were 0 krad(Si), 50 krad(Si), and 100 krad(Si). For the test, input port I0 of the NC7SZ157 was set to '0', port I1 was set to '1' and port S was connected to a 40 KHz square wave signal. The waveforms of the NC7SZ157's output port Z were captured using a static test method with an oscilloscope. This resulted in a data file with 4 columns, the column labels are time (in s), voltage at 0 krad(Si) (in V), voltage at 50 krad(Si) (in V), and voltage at 100 krad(Si) (in V). It should be noted that the data may have errors due to testing. These errors do not affect the use of the data.
description: In order to study and simulate the port characteristics of the NC7SZ157 digital device multiplexer under total dose irradiation, the circuit board was fabricated and a total dose test was conducted at the Xinjiang Institute of Physics and Chemistry, where the board was irradiated at a dose rate of 50 krad(Si)/s. The test was set up with three dose points, which were 0 krad(Si), 50 krad(Si), and 100 krad(Si). For the test, input port I0 of the NC7SZ157 was set to '0', port I1 was set to '1' and port S was connected to a 40 KHz square wave signal. The waveforms of the NC7SZ157's output port Z were captured using a static test method with an oscilloscope. This resulted in a data file with 4 columns, the column labels are time (in s), voltage at 0 krad(Si) (in V), voltage at 50 krad(Si) (in V), and voltage at 100 krad(Si) (in V). It should be noted that the data may have errors due to testing. These errors do not affect the use of the data.
DOI: 10.57760/sciencedb.14209
title: 2023-12-12/DATA-EYE/isual Outcomes and Prognostic Factors of Early Pars Plana Vitrectomy for Open Globe Injury
title: 2023-12-12/DATA-EYE/isual Outcomes and Prognostic Factors of Early Pars Plana Vitrectomy for Open Globe Injury

description: Data of patients for analysis
description: Data of patients for analysis
DOI: 10.57760/sciencedb.14213
title: A figure to show the High-power test results of the RF system under the fundamental sweeping mode.
title: A figure to show the High-power test results of the RF system under the fundamental sweeping mode.

description: The magnetic alloy(MA) core-loaded cavity is a wideband coaxial resonator that uses MA cores as the loading material. The cavity has a low Q value and does not require tuning. However, due to the use of direct water cooling, the intrinsic impedance of the cavity is relatively low. The MA laoded cavity uses two TH558 high-power tetrodes for direct electrical coupling feeding. In order to improve the output performance of the tetrodes, it is necessary to increase the impedance of the cavity. The general practice is to adjust the resonant frequency and impedance of the cavity by connecting a parallel air-core inductor to the cavity. The image shows the power source consumption and cavity losses before and after the parallel inductor, demonstrating a significant reduction in both after the addition of the parallel inductor. The horizontal axis of the graph represents the tested voltage, while the vertical axis represents power.
description: The magnetic alloy(MA) core-loaded cavity is a wideband coaxial resonator that uses MA cores as the loading material. The cavity has a low Q value and does not require tuning. However, due to the use of direct water cooling, the intrinsic impedance of the cavity is relatively low. The MA laoded cavity uses two TH558 high-power tetrodes for direct electrical coupling feeding. In order to improve the output performance of the tetrodes, it is necessary to increase the impedance of the cavity. The general practice is to adjust the resonant frequency and impedance of the cavity by connecting a parallel air-core inductor to the cavity. The image shows the power source consumption and cavity losses before and after the parallel inductor, demonstrating a significant reduction in both after the addition of the parallel inductor. The horizontal axis of the graph represents the tested voltage, while the vertical axis represents power.
DOI: 10.57760/sciencedb.iga.00829
title: 1:250000 Lake Distribution Dataset in the East Four League Region of Inner Mongolia (2012)
title: 内蒙古东四盟地区1:25万湖泊分布数据集(2012年)

description: a. Data content (data file/table name, including observation index content)

Data file name: 1:250000 Lake Distribution Dataset in the East Four League Region of Inner Mongolia (2012)

Main content:

This dataset reflects the distribution of lakes in the East Fourth League region of Inner Mongolia, including one data entity: the 1:250000 Lake Distribution Dataset in the East Fourth League region of Inner Mongolia (2012) - Data Entity. shp

b. Construction purpose

Provide data services for scientific research on hydrology, water conservancy, agricultural ecology, and terrestrial surface ecosystems.

c. Service recipients

Students and researchers engaged in hydrological and agricultural ecological research.

d. Time range of data

The data source is from 2012 and was produced in 2014.

e. The spatial range and projection method of data

Space scope: Inner Mongolia East Four League region
description: a. Data content (data file/table name, including observation index content)

Data file name: 1:250000 Lake Distribution Dataset in the East Four League Region of Inner Mongolia (2012)

Main content:

This dataset reflects the distribution of lakes in the East Fourth League region of Inner Mongolia, including one data entity: the 1:250000 Lake Distribution Dataset in the East Fourth League region of Inner Mongolia (2012) - Data Entity. shp

b. Construction purpose

Provide data services for scientific research on hydrology, water conservancy, agricultural ecology, and terrestrial surface ecosystems.

c. Service recipients

Students and researchers engaged in hydrological and agricultural ecological research.

d. Time range of data

The data source is from 2012 and was produced in 2014.

e. The spatial range and projection method of data

Space scope: Inner Mongolia East Four League region