cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hkwh53b7xf
title: Characterisation data (PSD, XRF, FTIR and SEM) for CWRA and CPA

description: Characterisation data (Particle Size Distribution, FTIR, XRF AND SEM) for CWRA and CPA
DOI: 10.6084/m9.figshare.19673949.v1
title: Angiogram tests on patients-Hospital.xlsx

description: Doctors use angiograms to evaluate the flow of blood to the heart, brain, and other organs. <strong>An abnormal angiogram result may indicate that a person has one or more blocked arteries</strong>. In these cases, the doctor may choose to treat the blockage during the angiogram
DOI: 10.6084/m9.figshare.23601027.v1
title: TRAIN 2 FROM Kitengela to Nairobi EXCEL.csv

description: THE DATA IS ABOUT THE ACCELERATION OUTPUTS IN THE THREE DIRECTIONS AS MEASURED AT THE RESEARCH SITE
DOI: 10.17632/nfrwp9b6p8
title: Women and Property 1885-1889 Female to Female Only Transactions: North Riding Register of Deeds

description: Research hypothesis was to use the Registers of Deeds for the North Riding of Yorkshire (held at North Yorkshire County Record Office, Northallerton, England) to advance knowledge about women's involvement with property transfer and the wider property market in the 18th & 19th centuries. Registers began in 1736 and ceased in 1970; there are 89 Index Ledgers and 2,328 Deeds Registers. The system for recording data changed in 1885 so one Index Ledger was selected from pre/ post this date and 100 years apart to incorporate impact of Marriage Acts. Stage 1 - Two Index Ledgers were transcribed in full: 1) Index of Lands Vol 9 (1784-90) covers a seven-year period and contains 6,868 unique transactions (31,966 lines); and 2) Index of Lands 1885-1889 covers a five-year period and contains 14,481 unique transactions (52,741 lines). Each line represents a person's name. Core data from Index showed Township, unique reference and names of parties, but the 18th century Index Ledger did not show date of transaction or all parties. To analyse by gender this information was required so was added by using the Deeds Registers. Information from the individual Deeds Registers was then used to add to the core datasets: Stage 2 - The gender of all parties ('male', 'female' and 'not applicable' (for businesses)) was added. Stage 3 - The usual residence, occupation (if any), marital status and any details of family relationships or inheritance rights of every women was added. Stage 4 - The 18th century dataset was then reduced to a five-year period covering 1785-1789 ONLY to provide a direct comparison with the 19th century dataset. Comparative analysis by: gender, marital status and number of transactions. Each transaction has a unique reference number but can contain multiple parties and cover more than one township. To identify the true number of transactions, the data had to be controlled for these factors. A control for uniqueness was also required for those individuals and organisations involved in multiple transactions and to avoid assuming that everyone with the same name was actually the same person. Where women were involved, additional data e.g. marital status, residence or family relationships was used to differentiate between like women. **Any transaction in 1885-1889 dataset that contained women ONLY and which had 2+ women named was manually extracted to a separate dataset - REPRESENTED HERE. Excel and .csv versions provided.** ***This dataset does NOT include sole female transactions (mainly Wills - see separate dataset).***
DOI: 10.17632/rbw569dynp
title: Supplementary Tables for Identification of the key genes in Sanhe cattle for health and milk composition traits based on the WGCNA

description: The parity and DIM of the sample and statistical data of health and milk composition traits of samples
DOI: 10.17632/fgw25tgfmw
title: Replication data: Pushing one’s luck: Petroleum ownership and discoveries

description: The files contain the replication data and replication instructions (as STATA files) that replicate the results presented in the article: 
Brunnschweiler, Christa and Steven Poelhekke (2021), Pushing One's Luck: Petroleum ownership and discoveries, Journal of Environmental Economics and Management 109: 102506. doi: 10.1016/j.jeem.2021.102506

The files also allow replication of the results in the Online Appendix linked to this paper.
DOI: 10.6084/m9.figshare.6809696.v1
title: FIGURE 6. (a).xlsx

description: the curves of the force-displacement
DOI: 10.17632/766s26w2v7
title: PGA data of Antarctic carbonaceous chondrites with CI and CM affinity

description: At present, carbonaceous chondrites are classified into nine groups based on their chemical characteristics. Among carbonaceous chondrites, CI and CM chondrites are considered the more primitive meteorites. Currently, there are five known non-Antarctic CI chondrites, and four have been identified among Antarctic meteorites. In this study, elemental analysis was conducted on a total of twelve meteorites, focusing primarily on the major element composition, including four Antarctic CI chondrites and eight others having affinities with CI or CM but insufficiently chemically clarified. The analytical method employed in this study was neutron-induced prompt gamma-ray analysis (PGA), which shares analytical advantages similar to wet chemical analysis. Quantitative values were obtained for 15 elements: Fe, Mg, Si, S, Ni, H, Al, Ca, Cr, Mn, Co, Ti, chlorine, B, and Gd, and almost all of the main constituent elementals were quantified. Comparison with literature values, including those obtained by the wet chemical method, confirmed that the values obtained by the PGA method in this study are sufficiently reliable with the exception of B. Oxygen isotopic compositions of five of the 12 meteorites analyzed, including the Y-86029 meteorite classified as CI, have been reported, and based on the results, a new group name CY was proposed for these meteorites. PGA analysis showed that, in common with the 12 meteorites, H and chlorine are more deplete than those in non-Antarctic CI chondrites. Notably, the degree of this depletion varies significantly between meteorites and exhibits a correlation between the two elements. Petrological and mineralogical observations suggest that these meteorites underwent thermal metamorphism after aqueous alteration on their parent body, being consistent with the observed depletion of chlorine and H. Based on these findings, it was deemed appropriate to classify the analyzed twelve meteorites as CY chondrites. Based on the abundance of Mn and S, it was revealed that these twelve meteorites are classified into two distinct groups. Since the abundance of Mn and S is expected to remain unchanged through aqueous alterations and thermal metamorphism on the parent body, the differences in their abundance likely originated during the formation processes of the parent body, reflecting elemental fractionation during condensation and subsequent accumulation. The Mn and S compositions suggest that the CY chondrites originated from two parent bodies (or parent materials), one formed under conditions similar to non-Antarctic CI, and the other formed through a process intermediate between CM and CI. For facilitating further discussion on CY chondrites, it is proposed to refer to these two groups as CYi and CYm, representing those with compositions closer to CI and CM, respectively.
DOI: 10.6084/m9.figshare.12799964.v1
title: ECMWF data

description: Region: 21N 26N, 112E 123ETime: August 2017
DOI: 10.6084/m9.figshare.5463940.v1
title: BARM Counts Redoxcline 2014

description: Tables with counts per sample and gene/annotation.The counts are either sum of raw counts of reads mapping or sum of tpm values. The counts for taxonomy are given in individual files per level and in a combined file for all levels. These counts are from two stations; the Boknis Eck station and the Gotland Basin.
DOI: 10.17632/pdh4c9cbd9
title: El español de América Central

description: Изучение испанского языка в Центральной Америке имеет свою историю, которую можно разделить на 2 этапа. I этап традиционно датируется концом XIX века. II этап начинается со второй половины XX века. Можно выделить и III тенденцию в развитии лингвистических учений в Центральной Америке.
DOI: 10.17632/tbspsppv9t
title: Performance of premium and free items in Free-to-play video games

description: The information in this dataset encompasses statistics about the performance of free and premium items in three different free-to-play video games (War Thunder, World of Tanks, and World of Warships). Data were extracted by web scraping from Thunderskill.com, Blitzstars.com, Noobmeter.com, Wows-numbers.com, and Wowstats.org between August 2019 and October 2019. Each observation is a vehicle in one of the three video games considered. For each video game, there are different sub-databases with information about the win ratio, status (premium or free), type, tier, and the number of battles for each vehicle. For some video games, databases encompass other variables, such as nation, spots ratios, or survival ratios. Data is either in Excel or Stata formats. The database is ready to use. It could be used to draw statistics and conclusions on vehicles’ performance, differences between performances in each game, compare the performance by nation or type of vehicle, or to test whether or not the games are equilibrated.
DOI: 10.6084/m9.figshare.19105136.v1
title: Environmental context-dependent activation of dopamine neurons via putative amygdala-nigra pathway in macaques

description: ----------------------------------------------------------------------------------------------------- Hardware requirements The package requires only a standard computer with enough RAM to support the in-memory operations. ----------------------------------------------------------------------------------------------------- Software requirements OS Requirements The package is dependent on system requirements for MATLAB. Usually, MATLAB supported for Windows, macOS, and Linux. <br> The package has been tested on the following systems: MATLAB Version: 9.9.0.1538559 (R2020b) Update 3 Operating System: Linux 5.4.0-96-generic #109-Ubuntu SMP Wed Jan 12 16:49:16 UTC 2022 x86_64 Java Version: Java 1.8.0_202-b08 with Oracle Corporation Java HotSpot(TM) 64-Bit Server VM mixed mode <br> Required toolbox Statistics and Machine Learning Toolbox Version 12.0 (R2020b) <br> Installing MatLab takes typical installation time which should be within several minutes. ----------------------------------------------------------------------------------------------------- Contents and the descriptions There are eight .mlx program files (C1.mlx, C2.mlx, C3.mlx, C4.mlx, C5.mlx, C6_1.mlx, C6_2.mlx, C7.mlx), seven output folders (O1, O2, O3, O4, O5, O6, O7), and one folder that includes required functions. <br> C1.mlx: This code creates materials for FIg. 1. The data and figures are saved in the folder "O1". C2.mlx: This code creates materials for FIg. 3-4 and S2 and the statistics.The data and figures are saved in the folder "O2". C3.mlx: This code creates materials for FIg. 5 and S4 and the statistics. The data and figures are saved in the folder "O3". C4.mlx: This code creates materials for FIg. S3 and the statistics. The data and figures are saved in the folder "O4". C5.mlx: This code creates materials for FIg. S7 and the statistics. The data and figures are saved in the folder "O5". C6_1.mlx: This code creates materials for FIg. S6. The data and figures are saved in a folder "O6_1". C6_2.mlx: This code creates materials for FIg. S6. The data and figures are saved in a folder "O6_2". C7.mlx: This code creates materials for Fig. 3b, d, and f. The data and figures are saved in a folder "O7". The programs should take approximately one minute or less to generate these figures and statistics. ----------------------------------------------------------------------------------------------------- <br> Created by Kazutaka Maeda
DOI: 10.17632/rrdmyfn75n
title: Data for: The impact of unconditional cash transfer on fuel choices among ultra-poor in Pakistan: quasi-experimental evidence from the Benazir Income Support Program

description: Data in STATA format used in empirical analysis
DOI: 10.6084/m9.figshare.27074809.v1
title: Supplementary Material for: Plasma cytokines pattern as a prognostic marker for esophageal squamous cell carcinoma via unsupervised clustering analyses

description: Introduction: Cytokines such as Tumor necrosis factor-alpha (TNF-α), Interleukin 6 (IL6), Interferon-gamma (IFN-γ), Interleukin 17-alpha (IL17-α), and Interleukin 33 (IL33), play critical roles in immune responses, and may impact cancer prognosis in future. However, few studies have simultaneously explored the prognostic impact of these cytokines for cancer. In this study, we aim to apply the unsupervised clustering analysis to approach the correlation between the expression of these cytokines and the subsequent prognosis of patients with esophageal squamous cell carcinoma.

Methods: A robust clustering algorithm was used, the Gaussian Mixture Method, through the mclust R package to group patients based on the expression of their cytokines in plasma or tumors. The 324 NTU patients were grouped into 4 clusters, and the 179 GSE53625 patients were grouped into 3 clusters based on expression in plasma and tumors, respectively. Five- and three-year overall survival (OS) and progression free survival (PFS) curves of each cluster were compared. Univariate and multivariate Cox regression analyses were also performed.

Results: We successfully distinguished the multimodal distribution of cytokines through GMM clustering, and discovered the relationship between cytokines and clinical outcomes. We observed that NTU-G3 and NTU-G4 subgroups showed most variation in 5-, 3-year OS, and 5-, 3-year PFS with NTU-G3 being associated with poorer prognosis compared to NTU-G4 (P = 0.016, 0.0052, 0.0575, and 0.0168, respectively). NTU-G3 was characterized with higher TNF-α (median = 3.855, N=78) and lower IL33 (median = 0.000, N = 78), while NTU-G4 showed lower TNF-α (median = 1.76, N = 51) and higher IL33 (median = 1.070, N = 51). The difference was statistically significant for TNF-α and IL33, with P = 0.002 and P &lt;0.0001, respectively. A multivariate Cox-regression analysis revealed that GMM clustering and T/N stage were independent factors for prognosis, suggesting that the prognosis might be dependent on these cytokines. 

Conclusions: Our data suggest that expression patterns of IL33 and TNF-α in plasma might serve as a convenient marker to predict the prognosis of ESCC in the future.
DOI: 10.25403/upresearchdata.26396938.v1
title: One-year growth data of preterm infants discharged from kangaroo mother care (KMC)

description: One year growth data for a historical cohort of preterm infants in Tshwane District, Gauteng Province. Birth data includes maternal socio-demographic and health data, birth gestational age, infant sex, birth weight and infant medical conditions. Follow-up data was recorded at varying times during the first year of life and include anthropometry (weight, length, HC and associated z-scores) and type of feeding practices (expressed breast milk, fortification of breast milk, direct breastfeeding, commercial infant formula, complementary foods).
DOI: 10.6084/m9.figshare.9891371.v2
title: Teachers: Beliefs and practice change

description: The excel documents contain data sets for the beliefs rating provided by teachers participating in LTMI and those in an INSET training programme taking place during the same period. Analysis shows beliefsaccording to three different constructs - transmission, discovery and connectionist (see Askew et al., 1997 for more details about these).<br>The two pdf documents show teachers' practices according to the list of "classroom actions" - both teacher and student actions - and the pen portraits of each of the three case study teachers.<br>
DOI: 10.6084/m9.figshare.9232115.v1
title: AMR GAVI VIS Extended data

description: This dataset contains two files:1) The excel file that contains the background information that was sent to all participants in the study; the questionnaire that asked participants to enter the vaccine and criteria scores; and participants anonymised details2) The body of an email that was sent to all participants in the study<br>
DOI: 10.6084/m9.figshare.20222814.v1
title: A macroevolutionary pathway to megaherbivory

description: Supplementary files of "A macroevolutionary pathway to megaherbivory". Oscar Sanisidro 1, Matthew C. Mihlbachler 2,3 & Juan L. Cantalapiedra 1. 1 Universidad de Alcalá, GloCEE - Global Change Ecology and Evolution Research Group, Department of Life Sciences, 28805, Alcalá de Henares, Madrid, Spain 2 Department of Anatomy, New York Institute of Technology College of Osteopathic Medicine, Old Westbury, New York 11568, USA 3 Division of Paleontology, American Museum of Natural History, Central Park West At 79th Street, New York, New York 10024, USA <br>
DOI: 10.6084/m9.figshare.25092764.v1
title: <b>Volatile-mediated interspecific plant interaction promotes PGPR colonization via induced shifts in root exudation</b>

description: Data required to reproduce the results are available in these files for the research of Volatile-mediated interspecific plant interaction promotes PGPR colonization via induced shifts in root exudation.
DOI: 10.6084/m9.figshare.9919235.v1
title: wor_turnover

description: To establish baseline data on T. brucei proteome turnover, a stable isotopelabelling with amino acids in cell culture (SILAC)-based mass spectrometry analysis wasperformed to reveal the synthesis and degradation profiles for thousands of proteins in thebloodstream and procyclic forms of this parasite.
DOI: 10.17632/7pdjt9h8fr
title: Data for: Rhabdomyolysis and spine surgery: a systematic review of the literature.

description: Despite the rarity of rhabdomyolysis, it is important for spine surgeons to be familiar with possible complication
DOI: 10.6084/m9.figshare.25436551.v1
title: Phenotype data

description: Phenotype data for plants.
DOI: 10.17632/344pnxwgjm
title: Data for: Environmental impacts of existing and future aquaculture production: Comparison of technologies and feed options in Singapore

description: Life cycle inventories of 8 aquaculture production systems in Singapore, built to be country-representative in 2017.
DOI: 10.17632/bdckjt2sjc
title: Armalcolite breakdown in a brecciated lunar meteorite

description: The file contains figures showing the SEM and TEM observations results of armalcolite breakdown micro-textures, schematic phase diagram of the Mg-Fe-Ti-O system, EPMA compositions of normal and pseudomorph armalcolite, and  STEM-EDS  compositions of ilmenite in two FIB sections.
DOI: 10.17632/7v27k4h4kr
title: Dataset for the manuscript "A coupled thermal-hydraulic-mechanical approach to modeling roadbed frost loading on water main failure"

description: This dataset includes input data for the thermal-hydraulic-mechanic model used in the manuscript entitled ''A coupled thermal-hydraulic-mechanical approach to modeling roadbed frost loading on water main failure'' by Huang, X., Rudolph, D., and Glass, B.
DOI: 10.6084/m9.figshare.7927208.v1
title: gVCF_NA19207

description: 1000 Genomes gVCF mapped to hs37d5 for NA19207. Complete collection: https://doi.org/10.6084/m9.figshare.c.4414307
DOI: 10.6084/m9.figshare.6670820.v2
title: Childhood SES and EF in childhood and beyond

description: Socioeconomic status (SES) predicts health, wellbeing, and cognitive ability, including executive function (EF). A body of recent work has shown that childhood SES is positively related to EF, but it is not known whether this disparity grows, diminishes or holds steady over development, from childhood through adulthood. We examined the association between childhood SES and EF in a sample ranging from 9-25 years of age, with six canonical EF tasks. Analyzing the tasks together and in functionally defined groups, we found positive relations between SES and EF, and the relations did not vary by age. Analyzing the tasks separately, SES was positively associated with performance in some but not all EF measures, depending on the covariates used, again without varying by age. These results add to a growing body of evidence that childhood SES is associated with EF abilities, and contribute novel evidence concerning the persistence of this association into early adulthood.
DOI: 10.17632/gzpjv3cpjc
title: Intra-ocular Pressure (IOP) in Bangladesh

description: This study included 3,097 participants. All participants' socio-demographic variables were collected such as age (years); sex (male or female); occupation (service holder, day laborer, housewife, unemployed); education; marital status (currently in marital relationship or others); height in meter ; weight in kg; and clinical variables, i.e., systolic blood pressure (SBP) and diastolic blood pressure (DBP), known history of diabetes mellitus (DM), and intraocular pressure (IOP). Education was grouped by non-formal to grade V, and grade VI and above. Raised IOP was considered  21 mm Hg or higher.
DOI: 10.6084/m9.figshare.12058065.v8
title: Solar wind in situ data suitable for machine learning (python numpy structured arrays): STEREO-A/B, Wind, Parker Solar Probe, Ulysses, Venus Express, MESSENGER

description: These are solar wind in situ data arrays in python pickle format suitable for machine learning, i.e. the arrays consist only of numbers, no strings and no datetime objects.<br><br>See AAREADME_insitu_ML.txt for more explanation.<br>If you use these data for peer reviewed scientific publications, please get in touch concerning usage and possible co-authorship by the authors (C. Möstl, A. J. Weiss, R. L. Bailey, R. Winslow, A. Isavnin, D. Stansby): christian.moestl@oeaw.ac.at or twitter @chrisoutofspace <br>Made with https://github.com/cmoestl/heliocats <br><br>Load in python with e.g. for Parker Solar Probe data:<br>&gt; import pickle&gt; filepsp='psp_2018_2019_sceq_ndarray.p'&gt; [psp,hpsp]=pickle.load(open(filepsp, "rb" ) ) <br>plot time vs total field&gt; import matplotlib.pyplot as plt&gt; plt.plot(psp['time'],psp['bt'])<br><br>Times psp[:,0 ] or psp['time'] are in matplotlib format. Variable 'hpsp' contains a header with the variable names and units for each column. Coordinate systems for magnetic field components are RTN (Ulysses), SCEQ (Parker Solar Probe, STEREO-A/B, VEX, MESSENGER), HEEQ (Wind)<br>available parameters:<br>bt = total magnetic fieldbxyz = magnetic field componentsvt = total proton speedvxyz = velocity components (only for PSP)np = proton densitytp = proton temperaturexyz = spacecraft position in HEEQr, lat, lon = spherical coordinates of position in HEEQ<br><br><br><br>
DOI: 10.17632/vj6tsm3jnc
title: Co-evolution of insoluble organic matter and silicate minerals driven by electrochemistry on icy planetesimals

description: These files include the experimental results (IR, XANES, XRD) for an experimental alteration of insoluble organic matter.
DOI: 10.17632/wxg2gydkk6
title: Impact of Monochromatic Lighting on Laying Hens

description: Data regarding monitoring the thermal environment inside the poultry houses and data regarding the laying site and egg quality.
DOI: 10.6084/m9.figshare.2059752.v1
title: Fig. 5b.JPG

description: <b>Fig. 5b: </b>Western blot analysis. Lane, M- Molecular weight marker, 1-purified rAppA<sub>E</sub>, 2-purified and deglycosylated rAppA<sub>P</sub>.