cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/ykwnrjm7f7.1
title: Kentucky Drug and Sex Crimes

description: Three crime data sources were collected and merged for this study. All three crime sources were either only reporting on the U.S. state of Kentucky (KOOL and Louisville Open Data), or filtered to only contain results for the U.S. state of Kentucky (FBI). Each data source contains unique features such as crime classifications, and unique challenges in collection and cleaning.

The United States Federal Bureau of Investigation (FBI) issues a variety of query-able crime related data on their website. This data is sourced from law enforcement agencies across the U.S. as part of their National Incident-Based Reporting System (NIBRS) and its standards. The goal of gathering, standardizing, and providing this information is to facilitate research into crime and law enforcement patterns. The information is provided as a collection of CSV files with instructions and code for importing into a SQL database. For the purposes of this research, we utilized the the crime databases for the years 2017, 2018 and 2019, containing a total of 1,939,990 unique incidents. The NIBRS_code property denotes the type of crime as assigned by the reporting agency. The human trafficking codes are 40A (Prostitution), 40B (Assisting or Promoting Prostitution), and 370 (Pornography/Obscene Material). The drug incidents were found using codes 35A (Drug/Narcotic Violations) and 35B (Drug Equipment Violations).

The Kentucky Department of Corrections, as a service to the public, provides an online lookup of people currently in its custody called Kentucky Offender Online Lookup (KOOL). This web application offers users tools to search for sets of inmates based on features such as name, crime date, crime name, race, and gender. The data that KOOL searches contains only people who are currently under supervision of the state of Kentucky (or should be under supervision in the case of escape).

The Louisville Open Data Initiative (LOD)  is a program from the city of Louisville, Kentucky, U.S.A. to increase the transparency of the city government and promote technological innovation. As part of LOD, a dataset of crime reports is made available online \cite{lmod2021}). The records contained within the LOD dataset represent any call for police service where a police incident report was generated. This does not necessarily mean a crime was committed, as an incident report can be generated before an investigation has taken place.
DOI: 10.6084/m9.figshare.14748552
title: OCT images of cotton, polyester and wool based fabrics to train and test deep learning algorithms for automated material classification

description: The data consists of raw OCT images, all in portable network graphics format in 9 separate folders. Each folder contains OCT scans taken from random places over one of the fabrics only. Therefore folders Wool1, Wool2 and Wool3 each consist of OCT scans of three separate fabrics that consisted of purely wool fibres. Similarly folders Cotton1, Cotton2 and Cotton3 consist of OCT scans of three separate fabrics that consisted of purely cotton fibres. Again folders Polyester1, Polyester2 and Polyester3 consist of OCT scans of three separate fabrics that consisted of purely polyester. 2-D mode of the ThorImage OCT software was switched on to take OCT- B images of the fabrics with the Thorlabs CAL110C1 device with a 2mm fixed scan length Each OCT scan is a separate image, with the time and date of the scan stamped in the corresponding portable network graphics file. The file in Folder Cotton1 with name OCTImage 045631_07172020.png therefore corresponds to an OCT scan of a cotton fabric taken at 04:56:31 on July 17, 2020.<br>
DOI: 10.6084/m9.figshare.14748552.v1
title: OCT images of cotton, polyester and wool based fabrics to train and test deep learning algorithms for automated material classification

description: The data consists of raw OCT images, all in portable network graphics format in 9 separate folders. Each folder contains OCT scans taken from random places over one of the fabrics only. Therefore folders Wool1, Wool2 and Wool3 each consist of OCT scans of three separate fabrics that consisted of purely wool fibres. Similarly folders Cotton1, Cotton2 and Cotton3 consist of OCT scans of three separate fabrics that consisted of purely cotton fibres. Again folders Polyester1, Polyester2 and Polyester3 consist of OCT scans of three separate fabrics that consisted of purely polyester. 2-D mode of the ThorImage OCT software was switched on to take OCT- B images of the fabrics with the Thorlabs CAL110C1 device with a 2mm fixed scan length Each OCT scan is a separate image, with the time and date of the scan stamped in the corresponding portable network graphics file. The file in Folder Cotton1 with name OCTImage 045631_07172020.png therefore corresponds to an OCT scan of a cotton fabric taken at 04:56:31 on July 17, 2020.
DOI: 10.25345/c5z265
title: MassIVE MSV000088188 - A direct MS based approach to profile human milk secretory immunoglobulin A reveals donor specific clonal repertoires with high longitudinal stability
title: A mass spectrometry based approach is introduced to directly assess the IgA1 and sIgA1 clonal repertoires in human milk and plasma.
DOI: 10.17632/9gh3g9c4d4.1
title: Investigation of the branching behaviour of a freely vibrating circular cylinder at low Reynolds numbers

description: In this study fluid flow around a freely vibrating cylinder is analyzed using an in-house code based on the finite difference method. Mass ratios between m* = 2 and 150 are considered, the Reynolds number is fixed at Re = 300 and the reduced velocity is varied from U* = 2.5 to 7.5. The results indicated that an amplitude increment observed in the lower end of the lock-in domain corresponds to the upper branch, which has not been found before for low-Reynolds number flows. In the upper branch P+S asymmetric vortex structure was observed while in the initial and lower branches 2S wake mode formed which agree with the data in the literature.
DOI: 10.17632/z6xvj74389.1
title: Numerical simulation of a freely vibrating circular cylinder with different natural frequencies

description: This paper deals with the numerical simulation of low-Reynolds-number-flow around a freely vibrating circular cylinder in two-degrees-of-freedom. The governing equations are written in a non-inertial system fixed to the moving cylinder and solved using finite difference method. The natural frequency of the cylinder is chosen to be constant, agreeing with the vortex-shedding frequency for a stationary cylinder at Reynolds number Re0. Systematic computations are carried out for Re0=80, 100, 140 and 180 keeping the mass ratio and structural damping coefficient at m*=10 and ζ=0. The effect of Re0 on the root-mean-square (rms) values of cylinder displacements and drag coefficients is analyzed. Plotting the data set belonging to different Re0 values against U*St0 makes comparison easier. Local extreme values are found in the rms of streamwise displacement and drag coefficient in the range U*St0=0.4–0.65. In the vicinity of U*St0=0.5 the rms of drag approaches zero and the phase angle between the x component of the motion and drag changes abruptly from 0° to 180°. The pressure drag coefficient seems to be responsible for the sudden change. The cylinder follows a distorted figure-eight path in most cases investigated and its orientation changes from clockwise to counterclockwise orbit at around U*St0=0.5.
DOI: 10.17632/38zmrdkw32.1
title: Effects of external disturbances on the performance of an axial cooling fan

description: In this study flow around an axial flow fan is investigated by the means of CFD computations using the commercial software package, ANSYS Fluent. The rotation speed of the impeller was set to the constant value of n = 2500min-1. The results obtained from the computation are validated against those from measurements; good agreements can be seen. The effects of two different external disturbances are analysed. First, the fan was place into a uniform stream where the free stream velocity is varied between U = 0 and 100 km/h. After that, a computation is carried out for U = 0 km/h where the half of the suction side of the fan was covered by a flat plate. The results showed that the fluid pressure and the aerodynamic force increases with the free stream velocity. Asymmetric pressure and fluid force distribution was identified when suction side of the fan was partially covered.
DOI: 10.17632/6xn6b755sd.1
title: Data for curved stiffener optimization with a central hole

description: Data for the paper of curved stiffener optimization with a central hole
DOI: 10.17632/49bzbzy68j.1
title: Occurrence of orbital cylinder motion for flow around freely vibrating circular cylinder in uniform stream

description: In this study flow around a freely vibrating circular cylinder in two-degrees-of-freedom is investigated using two-dimensional numerical approach. The equations of motion, the continuity and the pressure Poisson equations are solved for incompressible constant property Newtonian fluid using the finite difference method. Systematic computations are carried out to investigate the effect of the natural frequency fN of the cylinder on the oscillation amplitudes and aerodynamic force coefficients. The mass ratio and the structural damping coefficient values are fixed at m*=10 and ζ=0, respectively.
In addition to the typical distorted figure-eight motion, a raindrop-shaped path is also found whose range widens with increasing fN. Within this range the streamwise oscillation amplitude reaches higher values compared to figure-eight motions and the curves shift upwards with increasing fN. Different vortex structures belong to each cylinder path: 2S or C(2S) modes are observed for distorted figure-eight and P+S mode is found for raindrop-shaped trajectories. The time-mean values of lift jump abruptly between two solutions. Pre- and post-jump analysis reveals that these solutions are mirror images of each other. The root-mean-square (rms) values of lift plotted against U*St shift upwards in the raindrop-shaped motion range and downwards in the figure-eight motion range, while the rms of drag shifts to higher values in both regimes with increasing fN. Chaotic cylinder paths are observed when increasing the natural frequency over a critical value.
DOI: 10.17632/knrkh9cnr4.3
title: Microprobe, XRF, and Raman data - Monti Romani Complex (Northern Apennines, Italy)

description: Microprobe data (mineral spot analyses) obtained on samples of schists from the Monti Romani Complex (Northern Apennines, Italy). Includes: core files, .txt files, settings, exported images, XRF analyses (excel table) and phase equilibria modeling files (PERPLE_X files, settings), used to build phase equilibrium diagrams on both samples.
Raman files (spectra)
Structural data collected on the complex.

Electron Microprobe - CAMECA SX100 - Stuttgart University, Germany
XRF - Panalytical PW2400 - Stuttgart University, Germany
Raman - Horiba Jobin Yvon LABRAM HR800 (Roma 3 University, Italy)
DOI: 10.17632/6krfj675cs.1
title: Analysis of parasitic motion with the constraint embedded Jacobian for a 3-PRS parallel manipulator

description: This study derives the equation of parasitic motion of 3-DoFs parallel manipulator from the velocity-level analytic-constraint equation and compares it with a well-known position-level geometric method. The velocity-level constraint is formulated based on the extended Jacobian, derived from the instantaneous motion space (IMS) and the instantaneous restriction space (IRS) for free motion and constraint. In contrast, the position-level constraint, adopted in previous studies, is geometrically obtained by analyzing the moving platform and limb motions. The velocity-level analytic-constraint matrix is used to further analyze the task-space motion. In this paper, the procedure of detecting and identifying the parasitic terms from the independent terms is introduced utilizing the property that comes from the virtue of analytic constraint and inverse rate kinematics algorithm. Then, an equation for the constraint-compatible task motion and a coupling relation between the parasitic and independent motions are derived during further analysis. The paper derived the parasitic motion from position constraint, and an algebraic equivalency with the velocity constraint is shown by taking the time derivative of a point-plane position level constraint for comparison. Finally, numerical simulations are provided to validate the proposed approach and demonstrate the effect of the constraints on the given input velocity within the entire rotational workspace.
DOI: 10.17632/mc2d6hjp63.1
title: Dataset for Copper Yttrium Titanium Oxide (CYTO) ceramic material on analysis of Dielectric properties at different Temperature

description: In the present study, synthesis of novel ceramic material copper yttrium titanium oxide CuY2Ti4O12 is proposed by ordinary solid state reaction method due to lower sintering temperature by semi wet route. Dataset of the paper highlights the effects of sintering temperature on dielectric properties and crystalline phase of CYTO materials. Dielectric constant and dielectric loss of CuY2Ti4O12 (CYTO) ceramic materials were studied with respect to temperature and frequency CuY2Ti4O12 (CYTO) ceramic by semi-wet route synthesis, the X-ray diffraction (XRD) pattern was used to confirm the crystalline plane which exhibit high intensity of CYTO ceramic material at 15000 cps, calculated by X-ray diffraction pattern. The dielectric constant increases with increasing temperature and decreases with frequency. The high value of dielectric constant was found to be εˈ ≈ 12×103 at 495 K, 100 Hz, at low frequency due to the presence of interfacial polarization in the ceramic materials.
DOI: 10.17632/ygctfb8g5s.1
title: A NOVEL APPROACH TO ENHANCE EMBEDDING CAPACITY IN SPATIAL DOMAIN FOR IMAGE STEGANOGRAPHY USING IRREGULAR DATASETS

description: Digital image steganography is a kind of technique for securing data from unauthorized and
unethical persons. A tug-of-war is continuous between the embedding capacity and distortion
caused in the image. A balance has to be maintained between the two so that neither does affect
the other. In this paper, I dealt with a new thought and carried the embedding capacity to a great
extent as much as three times the number of pixels in the image. I have used multi-keys for
embedding the message to strengthen the security and allowed the distortion to occur as much as
possible. Distorted image is treated as the new image and both these images are incorporated in the extraction process.Recipient is flooded with many such images during transmission to divert the attention of intruders. Experimental results show that it is very difficult to guess and extract the message and at the same time increasing the embedding capacity to horizon.
DOI: 10.17632/mbcw4pkh57.1
title:  Peninsular Malaysia Datasets

description: The objective of this paper is to derive the thermal and crustal thickness models beneath the entire Peninsular Malaysia and environs using the potential field data. The estimated depths to bottom of magnetic layer were used to infer the geothermal gradient as well as the heat flow for the study area. We then compare our curie depth estimates with crustal thickness estimates based on gravity inversion.
DOI: 10.17632/nnppdc3ryj.1
title: Numerical investigation of streamwise vortex-induced vibration at low Reynolds numbers: mass ratio effects

description: In this numerical study vortex-induced vibration of a circular cylinder is analyzed using an in-house code. Mass ratio values of m* = 2,5 and 10 are investigated at Reynolds number Re = 100. A single excitation region is observed in this study that corresponds to the second excitation branch found at moderately high-Re experiments. For a system without external damping the magnitude of the streamwise fluid force was found to be zero where the vibration frequency passes through the natural frequency in vacuum. At the same point the phase angle between displacement and streamwise fluid force shows changes.
DOI: 10.17632/2xhfxdtxj2.3
title: Data on Flooded Settlements in the Dosso Region, Niger

description: This dataset contains information about the spatial dynamics of flooded settlements in the Dosso Region, in Niger. The data was collected by means of photo-interpretation of very high-resolution satellite images available on Google Earth. Settlements were chosen according to Niger's national database on flooding, known by the French acronym, BDINA.
The zip archive contains built-up areas of each settlement at three different dates, for a total of 348 files stored in .kmz format.
The word document contains two tables describing all settlements information regarding the built-up areas, the years of reference, and the roof composition of the building assets.
The figures show a synthesis of the data collected:
-Fig. 1 shows the location of the 124 human settlements inundated between 2011 and 2019;
-Fig. 2 shows the dates on which the high-resolution images of the 124 settlements are freely available on Google Earth;
-Fig. 3 shows a comparison between the built-up area that can be defined with Google Earth and the built-up area of the global settlement dataset based on Landsat data (HBASE);
-Figs. 4 and 5 show the built-up area on the three dates for the city of Gaya, the rural town of Tanda, the village of Bouma Manzo, and the hamlet of Kofo.

The method used for the data collection is replicable in other contexts and can be used to identify the most rapidly expanding settlements, the extent of the built-up area under the risk of flooding, and to verify the accuracy of the built-up area obtained from coarse satellite images.
The data presented can be used for future insights and researches on the region.
DOI: 10.17632/gpsfjmf59m.1
title: Collegiate Athlete ACSI Data - 379 Athletes

description: Three psychological skill profiles were found among athletes in each of the three NCAA Divisions. They revealed significant differences in the amounts of psychological practices in Divisions I and II and precompetition anxiety in all three divisions. Findings suggest that psychological practice is related to more adaptive psychological skill profiles.
DOI: 10.17632/shpzy4c53x.1
title: Influence of network structure on contaminant spreading efficiency

description: Influence of network structure on contaminant spreading efficiency
Appendix B
DOI: 10.17632/x53tts3zfr.5
title: Charting human development using a multi-organ atlas and organoid models

description: Organs are composed of diverse cell types, which traverse transient states during organogenesis. To interrogate this diversity during human development, we generate a single-cell transcriptome atlas from multiple developing endodermal organs of the respiratory and gastrointestinal tract. We illuminate cell states, transcription factors, and organ-specific epithelial stem cell and mesenchyme interactions across lineages. We implement the atlas as a high-dimensional search space to benchmark pluripotent stem cell-derived human intestinal organoids (HIOs) in multiple culture conditions. We show that HIOs recapitulate reference cell states, and use HIOs to reconstruct the molecular dynamics of intestinal epithelium and mesenchyme emergence. We show that the mesenchyme-derived niche cue NRG1 enhances intestinal stem cell maturation in vitro and that the homeobox transcription factor CDX2 is required for regionalization of intestinal epithelium and mesenchyme in humans. Collectively, this work combines cell atlases and organoid technologies to understand how human organ development is orchestrated. 

We provide following data here:
1. Data S1 referred in the main text, which includes cellular heterogeneity of the multi-organ atlas/tHIO/developing duodenum mesenchyme/HIO mesenchyme, expression of gastrointestinal (GI) disease-associated genes in developing intestine and tHIO, intestinal stem cell and mesenchymal signaling potential over development, and transcription factors related to intestine epithelial and mesenchymal development;
2. Processed sequencing data;
3. Fetal atlas CSS model, UMAP model and other data that we used for projection of organoid data to the developing atlas;
4. Intensity and list of cell type enriched epithelium-mesenchyme interactions in each organ reported by CellPhoneDB. Related to Figure 3;
5. Regulons associated with intestinal stem cell phase 4, 5 and 6. Related to Figure 5;
6. Reference patterns for novoSpaRc. Related to ExtData-6 of Data S1;
7. TF network module associated with in vitro HIO epithelial and mesenchymal development. Related to ExtData-8A;
8. Regulons of time course in vitro HIO mesenchymal cells and epithelial cells reported by pySCENIC. Related to ExtData-8G and Figure S7A.
DOI: 10.17632/fbfpfw7gvc.1
title: Site de notícias

description: Notícias publicadas no site UOL.
DOI: 10.17632/gmmkwh26r9.1
title: Determination of IgG specific for the diagnosis of food intolerance in athletes

description: This study was conducted to study the presence of food intolerance in a group of athletes using a commercial kit of reagents for the semi-quantitative ELISA determination of allergen-specific IgG antibodies in blood plasma. The study included blood plasma samples obtained from athletes provided by the State Research Center Burnasyan Federal Medical Biophysical Center of the Federal Medical Biological Agency of Russia (https://fmbafmbc.ru/en/). The total sample consisted of 44 athletes. Only after the study participants signed an informed consent form, was blood plasma collected. This study was approved by the independent local research ethics committee of the State Research Center Burnasyan Federal Medical Biophysical Center of the Federal Medical Biological Agency of Russia (Protocol No. 40 of 18 November 2020).
DOI: 10.17632/86g3w9vhbn.2
title: Detoxification of aflatoxin B1 by essential oils of medicinal herbs

description: The essential oils (EO) extracted from the medicinal plants viz., Heliotropium bacciferum, Ocimum dhofarense and Zataria multiflora were diluted with methanol (1:10, v/v) and 250 μl of EO was mixed with AFB1 (50 μg/l) in a microcentrifuge. Following a 24-h incubation at 25°C, AFB1 in the mixture was extracted with 250 μl of chloroform. The chloroform fraction was evaporated at 60°C using a water bath and the residue was quantified by enzyme-linked immunosorbent assay using a commercial kit (RIDASCREEN Aflatoxin B1; R-Biopharm AG, Darmstadt, Germany).