cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/hp36d23mgm
title: Adsorption data of heavy metals lead and cadmium by biochar

description: Adsorption data of heavy metals lead and cadmium by biochar, where input characteristics include elemental analysis, industrial analysis, three-component analysis of biochar, adsorption physical and chemical properties of biochar and characteristics of heavy metal wastewater, etc.
DOI: 10.17632/6xrrz73xsy
title: Economic Variables

description: Economic forecasting using big data analytics, the goal is to predict the future performance of an economy by leveraging large-scale datasets and advanced analytical methods. Key variables used to represent the economy in this research include Gross Domestic Product (GDP), GDP Growth Rate, and Price Inflation Rate. These indicators provide a holistic view of the economic health, enabling more accurate forecasting models.

GDP serves as the broadest measure of a country’s economic activity, reflecting the total market value of goods and services produced within a country. GDP growth rate represents the change in GDP over a given period, indicating the pace of economic expansion or contraction. Price inflation rate is crucial for measuring the increase in general price levels over time, which impacts consumer purchasing power and overall economic stability.

The dataset used for such research typically comprises large, longitudinal data that includes historical records of the selected economic indicators. It would include:

GDP Data: Time series data representing the total value of goods and services produced in a country or region over multiple years.
GDP Growth Rate Data: Annual or quarterly changes in GDP, allowing analysis of how quickly the economy is growing or shrinking over time.
Price Inflation Rate Data: Data on the percentage increase in the average price level of goods and services over time, often derived from consumer price indexes (CPI).
The dataset may also include supplementary factors such as interest rates, unemployment rates, trade balances, and government spending, which can further enhance the model’s predictive capabilities. The data is typically gathered from reliable sources like national statistics agencies, the World Bank, IMF, or OECD.
DOI: 10.17632/xvbdm9wpff
title: Foreign tourist arrivals for medical purpose in India: 2015-2021. Ministry of Tourism, Government of India.

description: Data on Foreign Tourist Arrivals for Medical Purposes, Compiled from India Tourism Statistics Reports from 2015 to 2021. The actual number of FTA for medical purposes during these years was not available in the respective reports (it was presented as a percentage of FTA), and the following additional websites were referred, to obtain the actual numbers:

1. For 2015-17: https://pib.gov.in/Pressreleaseshare.aspx?PRID=1575663
2. For 2018-21: https://tourism.gov.in/sites/default/files/2022-08/usq%202223%20for%2004082022.pdf

All data compiled in this data source belongs to Market Research Division, Ministry of Tourism, Government of India, New Delhi. The owner of this data must be acknowledged/cited in the respective fields of the intended publication(s).
DOI: 10.17632/fnwhxt2rh2
title: Reactive iron controls sulfur partitioning between pyrite and organic matter in sedimentary rocks

description: Data for publication entitled " Reactive iron controls sulfur partitioning between pyrite and organic matter in sedimentary rocks".
DOI: 10.17632/w95tzxhd6v
title: Pore-Scale Study of Non-Clogging Accumulation Effect on Microgel Particle Transport and Immiscible Displacement in Porous Media

description: Original data regarding 'Pore-Scale Study of Non-Clogging Accumulation Effect on Microgel Particle Transport and Immiscible Displacement in Porous Media'
DOI: 10.17632/jpxw5dph27
title: A portable and affordable aligner for the assembly of microfluidic devices

description: This is an aligner for the assembly of multilayer microfluidic devices. It has three main parts: 
1.	A base that contains the stages for alignment control and illumination (Fig. 1A). The entire aligning device is supported by the base aluminum piece (see Table 1) on which the Z-stage jack is screwed. Then on the top of the Z-stage, a stage adaptor is attached which contains a LED lamp for illumination. The X/Y/θ stage is screwed on the top of the stage adaptor and can support the PDMS layer during the aligning process.
2.	The holding arm that fixes one of the substrates. This piece is screwed on the top of the holder support (Fig. 1A and 2). The holding arm has a cavity (substrate niche shown in detail in Fig. 2C) where the substrate is placed and fixed using two aluminum sheets and four 2.5 mm shortened Allen screws. 
3.	The digital microscope for visualization and its plastic holder. The microscope is connected to the Raspberry Pi chip that can be attached to the back of the device. Microscope visualization is performed through a smartphone connected to the Raspberry Pi. 
The aligner presented in this work is characterized by its small size and was designed for the assembly of microfluidic devices in small laboratories. 

The remarkable aspects of the aligner can be described as:
●	The aligner allows the assembly of microfluidic devices from two or more layers. These layers can be constituted by different substrates. During the alignment, the substrate in the holder is kept still whereas the other is moved with the precision stages to achieve alignment between both layers. 
●	The small size of the aligner makes it portable and easy to set in small laboratories. It can be stored in a drawer and carried without disassembling it.
●	Microscopic visualization of the alignment process is done on a smartphone that connects to the digital microscope through the Raspberry Pi. This aspect makes unnecessary the use of computers or monitors for the function of the device.
●	The substrate holder can be easily interchangeable for the assembly of different substrates and materials.
●	The alignment error of the aligner is around 20 µm which makes it adequate for the fabrication of many kinds of microfluidic devices

*Please note that the original files for the Raspberry Pi case (.stl files), were obtained from: https://www.thingiverse.com/thing:3349103/files
DOI: 10.17632/pjgkgbvrfr
title: Molecular mechanism for target recognition, dimerization and activation of Pyrococcus furiosus Argonaute

description: Fig 2G Target DNA cleavage assay with wild-type PfAgo and the mutants of the duplex interacting residues. Fig 3F Target DNA cleavage assay with wild-type PfAgo and mutant PfAgo (Group 1-4 mutation). Fig 5F Target DNA cleavage assay with wild-type TtdAgo and mutant TtdAgo.
DOI: 10.6084/m9.figshare.28736681.v1
title: Flicker-neuralcodes-dataset

description: Data related to "40 Hz sensory stimulation enhances CA3-CA1 coordination and prospective coding during navigation in a mouse model of Alzheimer’s disease", Paulson et al. 2025. This dataset consists of single-unit spiking and LFP recorded from hippocampal CA1 and CA3 of 5XFAD mice performing a goal-directed spatial navigation task in virtual reality. Metadata related to the experiment can be found in 'experimentinformation.mat'. Detailed information explaining enclosed files can be found in 'readme.txt'.
DOI: 10.17632/vsmc5csk38
title: Data for: Lead Smelting Effects Heavy Metal Concentrations in Soils, Wheat, and Potentially Humans

description: Concentration and distribution of heavy metals in a soil-wheat-scalp hair system near a lead smelter.
DOI: 10.6084/m9.figshare.710603.v1
title: The Ramifications of Natural Gas Shortage

description: A scientifically-based research essay on the economic and environmental ramifications of natural gas shortage that proposes two disparate arguments, both of which are backed by recent field research
DOI: 10.17632/v38wjmz6f6
title: A dataset for Wi-Fi-based human activity recognition in line-of-sight and non-line-of-sight indoor environments

description: The dataset of Wi-Fi signals was captured in three indoor environments. 30 subjects participated in the data collection process. In each of the environments, the subjects were instructed to perform a set of pre-explained experiments between two devices, each of them has Intel 5300 network interface card installed. On the transmitting device one transmitting antenna was used, while on the receiver, the transmitted signals were captured by three antennas. The designed experiments were described comprehensively to each of the participating subjects before the start of the experiments. For the first and second environments, a LOS architecture was used while a NLOS architecture was used in the third environment. The Intel 5300 network interface card was configured to operate within the 2.4 GHz frequency band, wireless channel number 3, channel bandwidth of 20 MHz, and 320 packets/second sampling rate. The data collection process took place in three environments. For each of the environments, 10 subjects performed 5 different experiments. Each subject performed 20 trials for each of the experiments. The exchanged Wi-Fi signals were recorded and the RSSI value and the CSI values were recorded.
DOI: 10.4121/uuid:4d7c744d-6c8a-4b5a-b76c-2d82c982f3b5
title: Dataset underlying the paper: Using 3D-printed tungsten to optimize liquid metal divertor targets for flow and thermal stresses.

description: Dataset accompanying the paper titled: Using 3D-printed tungsten to optimize liquid metal divertor targets for flow and thermal stresses. Includes experimental replication package and detailed information on conducted FEM modeling
DOI: 10.17632/5hxn8ddwf2
title: Fostering Positive Attitudes Toward Food in Restrained Eaters: The Impact of Promoting Flexible Food-Related Inhibition

description: Complete Data for Fostering Positive Attitudes Toward Food in Restrained Eaters: The Impact of Promoting Flexible Food-Related Inhibition
DOI: 10.17632/6p9pd59g4c
title: Predicting Initial Stiffness for Soil-Structure Interaction of Individual Footings on Sands Under Axial Load and Moment

description: The dataset contains the experimental data utilized for the calibration of the proposed equations, as detailed in Section 6.1 of the associated paper. Additionally, it includes the OpenSees code used to model the two validation examples discussed in Section 6.2 of the paper.
DOI: 10.17632/gm4w4kc3p7
title: LIOC - DDoS dataset

description: This dataset presents the development and implementation to evaluate the effectiveness of a DDoS attack mitigation or generation. In this contribution we manage three network environments, namely, 1) on a Cloud, 2) On-Premise, and 3) a segmented network. 

Leveraging insights from prior investigations of our group, on the creation of machine learning algorithms to replicate (using Generative Adversarial Networks, GANs) and detected of DDos attacks using a group of Machine Learning and Deep Learning algorithms, such as: Convolutional Neural Networks (CNN), K-nearest neighbors (KNN), and tree based XGBoost.
DOI: 10.17632/5ntvjr7j4f
title: Supplementary Material

description: Supplementary material for manuscript titled "Changes in plasma and milk choline metabolite concentrations in response to the provision of various rumen-protected choline prototypes in lactating dairy cows"
DOI: 10.17632/bbz8353xwh
title: NMR-based Metabolomics Analysis Predict Response to Neoadjuvant Chemotherapy for Triple Negative Breast Cancer

description: Raw data of the "NMR-based Metabolomics Analysis Predict Response to Neoadjuvant Chemotherapy for Triple Negative Breast Cancer"
DOI: 10.17632/mhw77j992h
title: Replication Banking Regulation with Risk of Sovereign Default (JIE)

description: Replication material for “Banking Regulation with Risk of Sovereign Default”
by Pablo D’Erasmo, Igor Livshits, and Koen Schoors 
See readme.pdf file inside zip file for description of data, codes, output, and instructions. Section "List of Tables, Figures, and Programs" maps all tables and figures in the paper to codes, data, and output. 

The accompanying replication.zip file contains two folders.
1. “Data”: This folder contains the programs (Stata) and available data used for the analysis.
2. “Model Output”: This folder contains the Matlab codes used to create the Figure from the model.
DOI: 10.17632/2ttnhwgb6f
title: Stego Images

description: The dataset consists of 100 Bitmap images with Plain text steganography inside. The text files with the hidden message were also provided.
DOI: 10.17632/jcy2vt33kn
title: Experimental data and simulation results from "Transient modeling of stratified thermal storage tanks: Comparison of 1D models and the Advanced Flowrate Distribution method"

description: Experimental data from a test bench comprising a small-scale thermal storage system using water as storage media. It also describes the simulation results for the thermal storage systems, considering three numerical schemes and three inlet modeling strategies. All the simulation set up and experimental rig is deeply described in the article "Transient modeling of stratified thermal storage tanks: Comparison of 1D models and the Advanced Flowrate Distribution method "
DOI: 10.6084/m9.figshare.23535690.v1
title: 胰腺癌营养标记物数据.xls

description: between nutritional and inflammatory factors and prognosis has been investigated in patients with resectable pancreatic cancer (PC).
DOI: 10.17632/25v8rtz9w5
title: Data for: Molybdenum isotope fingerprinting of microbial sulfate reduction in seep carbonate rocks

description: Geochemical data of seep carbonate rocks.
DOI: 10.17632/vrxdg7mm6x
title: Implicating Gene and Cell Networks Responsible for Differential COVID-19 Host Responses via an Interactive Single Cell Web Portal

description: Numerous studies have provided single-cell transcriptome profiles of host responses to SARS-CoV-2 infection. Critically lacking however is a datamine that allows users to compare and explore cell profiles to gain insights and develop new hypotheses. To accomplish this, we harmonized datasets from COVID-19 and other control condition blood, bronchoalveolar lavage, and tissue samples, and derived a compendium of gene signature modules per cell type, subtype, clinical condition, and compartment. We demonstrate approaches to probe these via a new interactive web portal (http://toppcell.cchmc.org/). As examples, we develop three hypotheses: (1) a multicellular signaling cascade among alternatively differentiated monocyte-derived macrophages whose tasks include T cell recruitment and activation; (2) novel platelet subtypes with drastically modulated expression of genes responsible for adhesion, coagulation and thrombosis; and (3) a multilineage cell activator network able to drive extrafollicular B maturation via an ensemble of genes strongly associated with risk for developing post-viral autoimmunity.
DOI: 10.6084/m9.figshare.3380848.v3
title: Transcription/translation of mt genome in the box jellyfishA. alata (Cnidaria: Cubozoa)

description: Fasta and GFF files containing sequence and annotations of genes involved in the transcription and translation of <i>Alatina alata</i>'s (box jellyfish) linear mt genome chromosomes. In addition, the (almost) complete mt genome is included in the fileset.<br><br>This dataset accompanies the following publication:<br><br>Kayal E, Bnetlage B, Collins AG (2016) Insights into the transcriptional and translational mechanisms of linear organellar chromosomes in the box jellyfish Alatina alata (Cnidaria: Medusozoa: Cubozoa). RNA Biology, in press.<br><br>DOI: 10.1080/15476286.2016.1194161
DOI: 10.17632/fw8bx72v3h
title: Supplemental material: Efficacy of oral furosemide test for primary aldosteronism diagnosis

description: Figure S1. . Flow-chart for diagnostic investigation and follow-up of patients with primary aldosteronism (PA): 64 out of 95 consecutive patients with PA met the inclusion criteria and were enrolled in this study.
Figure S2. Flow-chart for recruiting patients with primary hypertension (HTN) in the Cardiology, Nephrology and Obesity clinics from our Institution. 
Figure S3. Direct renin concentration measures (basal, 2h and 3h after oral 80 mg furosemide) of 6 patients with low-renin hypertension, which was defined by the presence of suppressed renin levels (&lt;4 µU/mL ) with low aldosterone concentrations (&lt;7 ng/dL).
Figure S4. . Changes in systolic blood pressure (A), diastolic blood pressure (B) and heart rate (C) at 3h in comparison to basal conditions of the oral furosemide test in patients with primary aldosteronism (PA) and hypertensive controls.
DOI: 10.17632/9wzdgxpkb9
title: Doktor nöbet cetveli çizelgeleme problemi için ağırlıklı hedef programlama tabanlı genetik algoritma

description: Sağlık hizmeti alanında, hastaneler için kesintisiz hizmet esastır. Bu nedenle, vardiyalı çalışma, talep kısıtları ve devlet düzenlemeleri gibi kısıtların karşılanabilmesi açısından oldukça önemli bir rol oynamaktadır. Doktor nöbet cetveli çizelgeleme problemi, problemin karmaşıklığı ve büyüklüğü sebebiyle NP-zor problem grubu içerisinde tanımlanmaktadır. Bu çizelgeleme probleminde, atamaların adilliğine ek olarak, hastane yönetim politikaları ve hükümet düzenlemeleri dâhil olmak üzere ilgili pek çok faktör hesaba katılmalıdır. Bu çalışma, hastane gereksinimlerini, doktorlar arasındaki adilliği karşılayabilen ve doktor tercihlerini göz önünde bulundurabilen bir nöbet cetveli çizelgeleme sistemi oluşturmayı amaçlamıştır. Ele alınan nöbet cetveli çizelgeleme probleminin çözümü için bir ağırlıklı hedef programlama-tabanlı genetik algoritma önerilmiştir. Önerilen model Türkiye’de bir eğitim ve araştırma hastanesinin Dahiliye Departmanı ve İç Hastalıkları Departmanı’na uygulanmıştır. Gelecekte, oluşabilecek problem boyutları, şartları ve farklı tercih modelleri düşünülerek 15 farklı senaryo oluşturulmuştur. Bu senaryolarla önerilen algoritmanın farklı durumlarda da uygulanabilir olduğu gösterilmiştir. Önerilen algoritmanın parametreleri, bir deneysel tasarım yöntemiyle kalibre edilmiştir. Bu çalışma ile iki ana katkıda bulunulmuştur. Araştırmacılar için yeni kısıtlara sahip bir model önerilmiştir. Ek olarak, problemin çözümü için bir ağırlıklı hedef programlama-tabanlı genetik algoritma önerilerek gerçek-hayat problemine uygulanmıştır.
 Çalışmayla ilgili "Doktor Nöbet Cetveli Çizelgeleme Ekler Dosyası" dosyasında:
* EK 1. Literatürde sık kullanılan sert kısıtlar
* EK 2. Literatürde sık kullanılan yumuşak kısıtlar
* EK 3. 2010-2023 yılları arasında literatürde kullanılan sert kısıtların dağılımı
* EK 4. 2010-2023 yılları arasında literatürde kullanılan yumuşak kısıtların dağılımı
* EK 5. 2010-2023 yılları arasında literatürde kullanılan sert kısıtların sıklığı
* EK 6. 2010-2023 yılları arasında literatürde kullanılan yumuşak kısıtların sıklığı
* EK 7. Mevcut Durumun Nöbet Cetveli Çizelgesi
* EK 8. Önerilen Çözümün Nöbet Cetveli Çizelgesi
ekleri mevcuttur. 
 Ayrıca, "Veri Setleri" sıkıştırılmış dosyasında:
* Küçük Boyutlu Problemlerin Veri Setleri
* Orta Boyutlu Problemlerin Veri Setleri
* Büyük Boyutlu Problemlerin Veri Setleri
* Gerçek Boyutlu Problemlerin Veri Setleri
 mevcuttur.
DOI: 10.17632/fr9t5fkkvz
title: Olive oil geography by GC-IMS analysis

description: 53 olive oils from Spain (20), Italy (20) and Greece (13) of extra virgin quality, harvested during the 2014/2015 season, were kindly supplied by Coop Switzerland (Basel, Switzerland). Authenticity was verified by the supplier by chemical and isotope analysis.
Olive oil samples were analysed by headspace GC-IMS. The setup includes an Agilent 6890N gas chromatograph (Agilent Technologies, Palo Alto, USA), coupled with a standalone ion mobility spectrometer (Gesellschaft für Analytische Sensorsysteme mbH, Dortmund, Germany). Measurements were carried out in triplicates.
Binary files (*.mea format G.A.S. Sensorsysteme m.b.H., Dortmund, Germany)
DOI: 10.17632/w4x4gwcyvh
title: Data for: Hotel image and reputation on building customer loyalty: An empirical study in Macau
DOI: 10.6084/m9.figshare.20236845.v1
title: Supplementary Material for: Fetal Echocardiographic Predictors of Postnatal Surgical Strategies in Critical Pulmonary Stenosis or Atresia with Intact Ventricular Septum: A Meta-Analysis

description: Background: Critical pulmonary stenosis or atresia with intact ventricular septum (PSAIVS) may be managed either by biventricular repair or univentricular palliation. This systematic review and meta-analysis aims to synthesize the evidence for the role of fetal echocardiography in predicting the postnatal treatment pathway. Methods: PubMed/MEDLINE, CINHAL, Cochrane Library, Academic Search Complete, Web of Science, and Trip Pro were searched for observational studies published before July 2021. Random-effects meta-analysis was performed to identify factors associated with biventricular repair. Results: Eleven individual studies published between 2006 and 2021, including a total of 285 participants (159 biventricular repair; 126 univentricular palliation), met our eligibility criteria. The pooled estimated prevalence of biventricular repair among patients with PSAIVS was 55.6% (95% confidence interval 48.5-62.5%). Those who underwent biventricular repair had greater right to left ventricle (RV/LV) and tricuspid to mitral valve (TV/MV) dimension ratios, greater TV z score, and longer TV inflow duration / cardiac cycle length by fetal echocardiography. They were also more likely to have significant tricuspid regurgitation, and less likely to have ventriculo-coronary connections (VCC). Conclusions: Commonly obtained fetal echocardiographic measurements have strong associations with treatment pathway choice for patients with PSAIVS. Greater RV growth appears to favor biventricular repair, whereas patients with VCC almost invariably undergo univentricular palliation. Future studies should aim to establish how these fetal echocardiographic parameters might predict outcomes for the two treatment pathways.
DOI: 10.6084/m9.figshare.5128813.v1
title: Supplementary Material for: Comparison of Safety and Efficacy of Different Models of Target Vessel Regional Chemotherapy for Gastric Cancer with Liver Metastases

description: <b><i>Background/Aims:</i></b> We previously demonstrated the safety and efficacy of low-dose, short-interval target vessel regional chemotherapy (TVRC<sup>LDSI</sup>) delivered through the hepatic artery with transarterial embolization (TAE) in patients with advanced gastric cancer (AGC). The present study aimed to compare the efficacy of TAE + TVRC<sup>LDSI</sup> with that of standard TAE + TVRC in AGC patients with liver metastases who failed to respond to first- or second-line systemic chemotherapy. <b><i>Methods:</i></b> This study recruited a total of 58 GC patients with liver metastases after failure of first- or second-line systemic chemotherapy. Twenty-eight patients were assigned to the TAE + TVRC<sup>LDSI</sup> group and 30 patients to the TAE + TVRC group. The primary end point was overall survival (OS<sup>TVRC</sup>), which was defined as the time from the initiation of TVRC until the last follow-up or death. <b><i>Results:</i></b> OS<sup>TVRC</sup>, time to progression (TTP) until appearance of intra- and extrahepatic metastases, and overall TTP and treatment periods in the TAE + TVRC<sup>LDSI</sup> group were all significantly longer than in the TAE + TVRC group (all p &lt; 0.001). <b><i>Conclusion:</i></b> TAE + TVRC<sup>LDSI</sup> had a higher efficacy and safety, which was reflected by OS rates, progression-free survival rates, longer duration of treatment and milder side effects compared to standard TAE + TVRC.
DOI: 10.17632/kxmb5pfdf2
title: Data for: Stock market reactions to domestic sentiment: Panel CS-ARDL evidence

description: The empirical analysis relies on monthly panel data for 29 economies split into 15 and 14 developed and emerging market countries, respectively. The sample period extends from January 2003 to December 2018 for all countries.
DOI: 10.17632/vmwsv56fny
title: Organizational maturity

description: Data for papers about organizational maturity