cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ys6ds93wfr.3
title: Termite mound (heuweltje) cross-sections in Namaqualand, South Africa

description: These data present soil profile descriptions and photographs of  transects through termite mounds known as heuweltjies the semi-arid to arid Namaqualand region in the Northern Cape Province of South Africa.  

Two heuweltjie mounds near the town of Buffelsrivier in the  Buffels River valley, approximately 43 km west of Springbok, were excavated with a 220 PC Komatsu excavator. These heuweltjies were labelled H1 and H4. 
Location H1: 29.766540° 17.636620°. 
Location H4: -29.762680° 17.639690°

Chemistry data is included for H1 and H4

The sample numbers for H1 and H4  are in the form: HX-Y-Z where HX refers to which specific heuweltjie the sample is taken from and can be either H1 or H4; Y is the cross section distance from the west end of the heuweltjie, in metres, at which the sample was taken (1 – 58 m), and Z refers to the depth, in cm, down the specific sediment profile at that point. For example, if a sample was taken for H1 at a cross section distance of 4 m and a depth of 30 cm, the sample is called H1-4-30. If only HX-Y is mentioned, with no Z, this refers to the entire soil profile at that distance from the west end.

 A third heuweltjie was sampled in the open face of a mining excavation on the farm Nuttabooi. 
Location: -29.576843°; 17.362836°. Sample  name prefix NB. 

Location Kleinzee: Termite nests and activity in the sidewalls of mining excavations on the coast north of the Buffels River mouth near the town of Kleinzee (Kleinsee). Co-ordinates given in file at each location.

Location Koingnaas: Termite nests and activity in the sidewalls of mining excavations  on the coast south of the Buffels River mouth near the town of Koingnaas. Co-ordinates given in file at each location.

The folder named termite pictures includes pictures and descriptions all the termites identified in the field areas.
DOI: 10.17632/4ph73dkg37.1
title: Compaction analysis results

description: 1. A drawing of the plug with forces acting on to
2. Result gained by varying the taper angle
DOI: 10.17632/3dvknbd9mf.1
title: Supplementary materials of "Clinical and Dermoscopic Features Between Early-Onset and Late-Onset Basal Cell Carcinoma: A Multi-Center, Comparative Study"

description: Supplementary Material 1 clearly displayed the process, response rate and results of our preliminary survey on clinicians’ perspectives on early-onset basal cell carcinoma.
Supplementary Figure 1. Comparisons of classic BCC dermoscopic patterns between late-onset BCC (A, B, C) and early-onset BCC (D, E, F). Arborizing vessels (↓), large blue-gray ovoid nests (⊥), blue-gray globules (⫫), ulceration (■), maple leaf-like areas (▲). Abbreviations: BCC, basal cell carcinoma.
DOI: 10.17632/tchh2k8gkm.1
title: Mercury burden in round goby and yellow perch in relation to riparian wetlands of the Upper St. Lawrence River

description: To examine if riparian wetlands are a source of mercury to fish, 174 yellow perch (Perca flavescens) and 145 round goby (Neogobius melanostomus) were collected in 2019 from eight wetland and seven non-wetland habitats throughout the Upper St. Lawrence River to examine mercury concentration differences between habitat types. Mercury levels were significantly (p < 0.01) higher in fish collected at wetlands than those collected from non-wetland habitats for both yellow perch and round goby. Perch had mercury concentrations of 74.5 ± 35.4 ng/g dry wt in wetlands compared to 59.9 ± 23.0 ng/g dry wt in non-wetlands. Goby had mercury concentrations of 55.4 ± 13.8 ng/g dry wt in wetlands and non-wetland concentrations of 41.0 ± 14.0 ng/g dry wt.
DOI: 10.17632/nbwhzctrjp.2
title: Stocks daily data for comparing performance metrics applied to ML algorithms

description: SQL database (accessed with SQlite3 in Python)
Daily OHLCV of DJIU, CACA40, BEL20, AEX and FTSE for testing main performance metrics and D-ratio with AI models predicting asset returns.
1. Daily returns are computed as target variable
2. Various AI models (MLP, LSTM, ResNet, XGB, PPO,...) have been tested for their ability to predict returns
3. Dozens of performance metrics usually applied in the literature have been assessed to identify the best performing algorithms: MSE, RMSE, MAE, MAPE,... , Accuracy, F1, precision, recall, R, R², Matthews correlation coefficient, Cohen's kappa, Sharpe, Sortino, Calmar,... 
4. A new metric "D-ratio" has been tested
DOI: 10.17632/j4bpy8j9k8.1
title: Supplementary data for Experimental data on PQ from a Steal Mill

description: There is no doubt that monitoring power quality distortion parameters in our power grids is obligatory, especially at the point of common coupling of an industrial customer. There are three major phases in the operation of an electric arc furnace: boring period, melting period, and refining period. Each of these phases presents different levels of negative impacts on the power system in terms of harmonics, abnormal power factor, voltage fluctuations and other power quality problems [7-9]. The distortions in power quality cause serious problems (though unnoticeable in some occasions) which include excessive heating, equipment malfunctioning and breakdown. This calls for urgent stipulation and strict adherence to a set of power quality regulations for both power suppliers and consumers.
This data was obtained through measurement with power quality analyzer equipment for 20 hours period. Figure 1 to 5 shows the graphical representation of the measured Inductive power, Real power, Line Voltage, Apparent power and Phase Current respectively.  Distorted waveforms are typically produced by nonlinear power devices (such as arc furnaces, rectifiers, power converter/controllers, arc welding etc) which in effect causes harmonic distortion in a power network.  Excess of this distortions in power system results to overheating of power equipment and a resultant damage in both operator and customer equipment [10]. The equipment producing these distortions in form of harmonics can be viewed as harmonic current source devices.
The measured individual harmonic current contribution per phase at the PCC from the 2nd harmonics to the 11th harmonics are plotted using histogram (Percentage harmonics contribution against time) as shown in figure 6 to figure 15 respectively. The intermittent nature of power consumption recorded at the PCC shows different stages of steel making processes, with the boring and melting periods representing the recorded peaks in figures. The Total Harmonics Distortion of Current and Voltage (THDc and THDv) are graphically shown in figure 16 and 17 respectively. 

The raw data of these measured power quality data and all other measured variable are attached to the article as an excel spreadsheet file for easy access and evaluations. The harmonics data attached includes individual harmonics per phase from 2nd harmonics to 50th harmonics, and per-phase data for active power, apparent power, reactive power, voltage, and current for the period of measurement.
DOI: 10.17632/hp94x6d4rz.1
title: Retail store

description: Survey on Consumers' perceptions about retail stores
DOI: 10.17632/n6kd5zw2f2.1
title: LINF_190021700

description: FK506-binding protein | FKBPL5 | peptidyl-prolyl isomerase | FKBP4
Leishmania infantum (strain JPCM5)
DOI: 10.17632/5fcnjt2cvf.1
title: LINF_190021600

description: protein of unknown function - conserved
Leishmania infantum (strain JPCM5)
DOI: 10.17632/bfn5v8xbbb.1
title: LINF_190021300

description: Eukaryotic translation initiation factor 4E-2 | eIF4E2
Leishmania infantum (strain JPCM5)
DOI: 10.17632/x8p8jpdk25.1
title: LINF_190021200

description: protein kinase
Leishmania infantum (strain JPCM5)
DOI: 10.17632/hz2pdm626m.1
title: LINF_190021000

description: oxidoreductase-like protein
Leishmania infantum (strain JPCM5)
DOI: 10.17632/28j7h3ny2w.1
title: Primary and Clinical Dataset for Genetic Generalized Epilepsy Patients in Pakistan.

description: The study is mainly focused to explore the SCN1A gene polymorphism and their alignment with the clinical data of Genetic Generalized Epilepsy Patients in Pakistan
DOI: 10.17632/77j7t446pb.1
title: Environmental Impact Analysis of PT ANTAM (2014); Sustainability Report of PT ANTAM in 2018, 2019 and 2020.

description: The LCA data of this report is obtained from Bappeda Kabupaten Landak. The report entitled "Environmental impact analysis (AMDAL) bauxite mining activities and development of supporting infrastructure".
The DEA data of the electrical consumption is obtained from the sustainability report of PT ANTAM in 2018, 2019, and 2020.
DOI: 10.17632/zwcsmw3h76.1
title: Data for How does CO2 Adsorption Alter Coal Wettability? Implications for CO2 Geo-sequestration

description: S1 is NMR experiment result; S2 and S3 are from Material studio in MD simulaiton; S4 comes from PEFPROP
DOI: 10.5281/zenodo.5500341
title: EURAKNOS data model V2

description: Version 2 of the EURAKNOS data model.
DOI: 10.5281/zenodo.5500340
title: EURAKNOS data model V2

description: Version 2 of the EURAKNOS data model.
DOI: 10.17632/xd9cnngykx.1
title: Leaders Need to Be Led: Complementary Followership in the context of a Myanmar Community-Driven Development Program

description: We provide files needed to reproduce the results from the paper “Leaders Need to Be Led: Complementary Followership in the context of a Myanmar Community-Driven Development Program.”
DOI: 10.17632/z7dsd269vg.2
title: Data in Brief 2021

description: Data The Synergistic Effect of a Hybrid Filler Based on Graphene Nanoplates and Multiwalled Nanotubes for Increasing the Thermal Conductivity of an Epoxy Composite by TMDSC
DOI: 10.17632/mzv4dd8y4g.1
title: Supplmental materials for network-analyses assessing the risk of the most prevalent dermatologic adverse events among various immuno-oncology therapies for patients with melanoma

description: This dataset includes the following supplemental materials for the network-analyses assessing the risk of the most prevalent dermatologic adverse events among various immuno-oncology therapies for patients with melanoma:
1. Literature search strategy	
2. Supplemental Fig. 1 Flowchart of trial selection
3. Supplemental Table 1. Trial characteristics
4. Supplemental Table 2. P-scores and best safety rankings for rash and pruritus in network meta-analyses
DOI: 10.17632/f3kf256jv9.1
title: Sainte-Luce Boulder study

description: Boulder mobility et transport events of the boulders surveyed at Sainte-Luce (Québec, Canada) between 2012 and 2017
DOI: 10.17632/z3fvh52px9.1
title: PhysiologicalNeedsSimulationDataset

description: This dataset describes a simulation of sensors in the patient's room.
Time : this feature indicates the real time. 
Room Temperature : indicates the inside temperature of the room. According to the standards \cite{chambremalade}, it must be between 18 and 20 degrees whatever the season. 
Outdoor temperature : measures the instantaneous temperature of the exterior.
Room brightness : gives the interior brightness of the room. This value can be between 0 and 100.
state_window : The window can be categorized into two possible states: either closed (value between [0..1]) or open (value between [1..2]).
The bed's state : the bed has three different states: either completely low (between[0.1]), intermediate (between[1.2]) or completely high (between[2.3]).
real_action : indicates the real action that the intelligent assistant should take for a given situation.
The file "8actions_DS.csv" is the dataset used for training the model. The two files "Test2.csv" and "Test_DS" are used for test.
DOI: 10.17632/7f87m6s436.2
title: Sacral Chordoma: A Population-based Analysis of Epidemiology and Survival Outcomes; supplemental content.

description: Parameters used for SEER*Stat data extraction.
DOI: 10.17632/6ckxh3wtfz.1
title: Biorefinery Dataset (2003 - 2020)

description: Biorefinery research & publication dataset, which was indexed by Scopus from 2003 to 2020.
The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/s4zxhdymh7.1
title: Replication Data for Knowledge, Attitudes and Practices toward Traditional and Complementary Medicine among Nurses and Midwives in North Western Uganda

description: Data was collected using well designed and pretested self-administered structured questionnaires. The questionnaire had a total of 31 questions 12 of which were on socio-demographic variables, 15 were on practices, 3 were on knowledge and 1 (with subsections) was on attitudes. The questionnaires were distributed by 6 research assistants who were trained prior to data collection.
DOI: 10.17632/wxp929jykf.2
title: New multiproxy data obtained from the sedimentary fill of the Ría de Ferrol, NW Iberia

description: All the selected elemental datum from cores VC7, GC2X, GC2P and VC3 is available as supplementary data files (Supplementary S1 to S4). Those data summarise the geochemical evidence related to the changing marine/terrestrial influences recorded in each site cored. Raw data (counts) of pollen, non-pollen palynomorphs (NPP), and dinoflagellate cysts obtained in every section of sediment studied in cores VC7, GC2X, GC2P and VC3 are also available as supplementary data files (Supplementary S5 to S8). Other necessary data (sample weight, number of tablets added per sample, average of Lycopodium spores per tablet, and the exotic Lycopodium spores counts per sample) to calculate the absolute abundances and the Dinoflagellate cyst / Pollen ratios (D/P) in each sample are also reported.
DOI: 10.17632/fbftmm23rh.1
title: Essentials of Dermatology: End of Course Survey

description: This end-of-course pencil-and-paper survey was administered to all students (n = 102) to elicit feedback about the overall perceptions on the quality and usefulness of the course.
DOI: 10.17632/jbd4r9vwpb.2
title: Dataset on the use of geosynthetics in the coastal protection structures of the South-East Baltic

description:    The database provides information on coastal protection structures (containing geosynthetic materials) located on the coast of the South-East Baltic, in the Kaliningrad Oblast (Russia) and the Pomeranian Voivodeship (Poland). The database contains the following sections: the tabular data about coastal protecting structures; the point vector geodata about these structures and used geosynthetic materials on intaractive map; the satellite images and photos. This dataset contains vector geodata only.
   Spreadsheets (named “ProtectingStructures_tab.xlsx”) contain the coastal protection structures located on the sea coast of the South-East Baltic. Sheet 1 (named “ProtectingStructuresSEB”) shows a list of coastal protection structures in the South-Eastern Baltic that contain geosynthetics and their characteristics. It has 10 columns (Table 1): the number (the conventional two-level number assigned to the structure); the type (type of structure); the location (closest settlement to which the structure is located); the country (country where the structure is located); Building_Reconstruction_year (the year of building or last reconstruction of the structure); Geosyntetic_type (type of geosynthetic material used in the structure); Length_m (length of the structure in m); Width_beach_m (width of the beach in front of the structure, range, m); Lat (latitude, °); Lon (longitude, °). Sheet 2 (named “Legend”) shows the legend described above.
   Intaractive map data [ProtectingStructures_pnt.kmz] is the point vector layer that contains the information about coastal protection structures located on the sea coast of the South-East Baltic. Projected Coordinate System is WGS 1984, UTM Zone 34N, Projection is Transverse Mercator. The attribute table has the columns: the number (the conventional two-level number assigned to the structure); the type (type of structure); the location (closest settlement to which the structure is located); the country (country where the structure is located); Building_Reconstruction_year (year of building or last reconstruction of the structure); each type of geosynthetics has a separate column (Geotextile, Gabion_coating, Geocontainers, Geocells, Geomat, PVC_sheet_pile), the absence of geosynthetics is designated as “0”, the presence of the geosynthetics is designated as “1”; Length_m (length of the structure in m); Width_beach_m (width of the beach in front of the structure, range, m); Lat (latitude, °); Lon (longitude, °).
   The satellite images and photos are embedded in the PDF document. They demonstrate the general location (scale 1 : 50 000) of the coastal protection structures in the satellite image (Fig. 1) and their appearance in the photos.
DOI: 10.17632/y8bnh8w7xs.1
title: Dual Optimization of Cloud Resources (Prices/Volumes)

description: This is a test data for dual optimization of cloud resource allocation. The data in files cloud.csv are cloud configuration, request.csv are intial request configuration, trequest.csv are follow up request configuration and vm.csv are virtual machine configuration. 
When run trequest.csv and vm.csv are constantly updated. 
The resultant files are allotment.csv the data related to allotments performed and cloud_stat.csv, capturing various cloud states. 
The folder number indicated workload per cycle.
DOI: 10.17632/vxjgbj96dx.1
title: Data to 'Replication of SARS-CoV-2 in adipose tissue determines organ and systemic lipid metabolism in hamsters and humans'

description: Metabolomic data of human and hamster plasma metabolites determined by the MxP® Quant 500 Kit (BIOCRATES Life Sciences AG, Innsbruck, Austria) related to the publication  'Replication of SARS-CoV-2 in adipose tissue determines organ and systemic lipid metabolism in hamsters and humans'.
DOI: 10.17632/gz3cx7d5f4.1
title: Ileal amino acid digestibility and DIAAS values of world foods 

description: This data contains ileal amino acid digestibility values of more than 100 food items along with the associated DIAAS values in cases where adequate information was reported to derive this score. Data has been obtained from 32 references.
DOI: 10.17632/hr7y3h7dsz.1
title: Phenylalanine-to-tyrosine ratio in assessment of tetrahydrobiopterin responsiveness in hyperphenylalaninemia

description: Following an original research paper by Zerjav Tansek et al., published in 2012 (doi: 10.1016/j.ymgme.2012.07.010), we performed a post-hoc analysis of the data on the role of phenylalanine-to-tyrosine ratio in the assessment of the tetrahydrobiopterine (BH4) responsiveness in patients with hyperphenylalaninemia. At the time of the original submission, phenylalanine-to-tyrosine ratios were not reported or analyzed. Due to the gaining role of this ratio, we share with the scientific community the data on tyrosine and phenylalanine-to-tyrosine ratios in assessment of BH4-responsiveness.

Methods
All patients received 2 g/kg body weight of protein for the time of the assessment (four days prior and one day after BH4-loading). Blood samples were taken four (-96h), three (-72h), two (-48h), one (-24h) and 16h prior to BH4 administration and 8 and 24h after BH4. Blood samples were smeared on to a special filter paper and analyzed by tandem mass spectrometry. BH4-responders were defined when the reduction of blood phenylalanine was ≥30% 24h after BH4 administration. The data was obtained from the patients' Electronic Health Records at the University Children's Hospital, University Medical Centre.

Findings
Phenylalanine-to-tyrosine ratio can be used as a parameter for predicting tetrahydrobiopterine response in patients with hyperphenylalaninemia.
DOI: 10.17632/ft6g34zvys.1
title: Data for JGR-solid earth-How does CO2 Adsorption Alter Coal Wettability? Implications for CO2 Geo-sequestration

description: S1 is NMR experiment result; S2 and S3 are from Material studio in MD simulaiton; S4 comes from PEFPROP
DOI: 10.17632/ffwh58f7wf.1
title: Interpreter Advantage in Coordination at Early Stages of Interpreting Training

description: We hypothesize that there may be an interpreter advantage associated with the bottleneck switching component of the coordination skill. If an advantage in coordination was to be found in the present study, the advantageous group of interpreting students would outperform in dual-task costs (the difference between dual-task and single-task conditions, with smaller costs suggesting better coordination), and the better performance would be restricted to Task 2 (suggesting bottleneck switching component of coordination). If no advantage was to be found for interpreting students, no group differences or even larger dual-task costs for these students may be obtained.
Data obtained from the dual-task experiments included accuracy (ACC) and response time (RT) for Task 1 and Task 2. The four types of data were analyzed separately following the same procedure. Specifically, the dual-task costs were subjected to an ANCOVA analysis with a between-group variable of Group (Interpreting, Control for Experiment 1; More-IE, Less-IE for Experiment 2, with IE referring to interpreting training experience), and a within-group variable of Condition (dual-task_100, dual-task_150, dual-task_450, with 100, 150, 450 referring to the three SOA conditions). The covariate for Experiment 1 (the intermediate stage of interpreting training) was Mother’s education level, and that for Experiment 2 (the beginning stage) was Frequency of L2 use. 
The results showed that, in Experiment 1, the Interpreter group exhibited smaller dual-task costs only in Task 2 than the Control group, suggesting an interpreter advantage in coordination, especially in the bottleneck switching component at the intermediate stage of interpreting training. In Experiment 2, the More-IE group exhibited larger dual-task costs in Task 1 than the Less-IE group, suggesting a temporary setback of the coordination skill at the beginning stage of interpreting training.
DOI: 10.17632/5j6csksgb4.1
title: Fintech India-customer predispositions-CEB-advocacy-Raw data CSV processed & ready for smartPLS

description: The dataset contains raw data for perceived values for customer predispositions, CEBs, and customer advocacy collected from 380 FinTech app users in south India by administering a survey questionnaire. The dataset thus obtained was cleaned and processed for being used in smartPLS3. Structural Equation Modelling (SEM) using partial least squares (PLS) method was later applied to this dataset in smartPLS3 to test the theoretical model, assess the structural model, and understand the direct and indirect effects of the variables.