cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15125/bath-00968
title: Dataset for Quantifying and characterising tobacco content in the most in-demand streamed series in 10 low/middle-income Countries in 2019

description: Data from the quantitative and qualitative coding of streamed series content. 
Tobacco depictions and their characterisations across 18 series available on streaming services Netflix, Hulu and AmazonVideo from 2019.
description: Any depiction of tobacco was counted and logged by trained coders in accordance with the coding protocol outlined in the associated paper. Demographic information relating to the actors using tobacco was recorded by coders, according to their own judgement. Contextual information about the environment of tobacco use/depiction is also recorded on hard-copy coding sheets.

Data was recorded to hard-copy sheets and compiled in SPSS on completion of data collection.

SPSS records tobacco depiction data by episode.
description: Data is stored in SPSS. Was analysed in version 22.
DOI: 10.13145/bacdive2350.20240510.9
title: Cellulomonas biazotea (Kellerman et al. 1913) Bergey et al. 1923

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive2351.20240510.9
title: Cellulomonas cellasea (Kellerman et al. 1913) Bergey et al. 1923 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive2352.20240510.9
title: Cellulomonas fimi (McBeth and Scales 1913) Bergey et al. 1923 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00970
title: Zoti's Social Toolkit

description: Zoti's Social Toolkit is a toolkit for measuring emotion inference skills and conflict resolution styles. It has been designed for use with primary school children. Zoti's Social Toolkit has been purposefully designed to be accessible for people who have communication difficulties, such as Developmental Language Disorder. 

This set of stimuli includes two tasks: An emotion inference task, and a conflict resolution task. The protocols for the two tasks are made available. Also available are the animation files, which are embedded in the two tasks. Researchers may wish to embed the animations into their own software for experimental purposes. 

The stimuli for Zoti's Social Toolkit has been piloted in multiple studies. During the piloting process, some of the animation files were removed from the final toolkit since they were not deemed valid for the author's purposes. These additional animation files are made available here. Researchers may wish to use these additional animations for their own experimental purposes.

An online version of Zoti’s Social Toolkit has been developed and is available for use here. Researchers may wish to download this version of the toolkit for use with PsychoPy or Pavlovia.org. Researchers are welcome to adapt this version of the toolkit for their own purposes. Full instructions for using this version of the task, including restrictions for its use, are made available here.
description: The animations made for Zoti's Social Toolkit were created by the first author. Each animation frame was drawn with a Wacom CTL4100 Intuos Graphis Drawing Tablet using Corel Painter Essentials 6. The first author recorded their own voice using a recording device. The software iMovie 10.1 was used to combine the frames and audio recordings to create each animation. Zoti's Social Toolkit encompasses a task to measure emotion inference skills, and another task to measure conflict resolution styles. The two tasks can be presented using Microsoft PowerPoint slides, or the open source software package PsychoPy, and its sister site Pavlovia.org, where the animation files have been embedded. Headphones are needed for these tasks. Protocols for both tasks are available.
DOI: 10.15125/bath-00973
title: Dataset for "Thermal comfort in naturally ventilated dwellings in the central Mexican plateau"

description: We undertook in this research a thermal comfort study in the city of Toluca, Mexico, located at 2600m of altitude with an oceanic climate (Cwb in the Köppen climate classification, similar to London).  It was applied to a sample of 28 households, and included surveys with regards to thermal comfort, health, energy consumption patterns, and behavioural adaptations. We also placed temperature and relative humidity sensors that recorded information every 5 minutes. The study took place from April 2018 to February 2019.
description: These datasets were created thanks to our volunteers who kindly agreed to participate in this study. We set relative humidity and temperature monitors in their homes for a period of 11 months. These monitors recorded data every five minutes. In addition, we visited the homes periodically to manually collect the data, as well as to apply thermal comfort surveys. A detailed explanation of how the data was collected can be found in the Methods section of the associated paper.
description: Measurements were taken using a DS18B20 temperature sensor and an RHT03 humidity sensor.
description: Temperatures are given in °C.
DOI: 10.13145/bacdive2354.20240510.9
title: Cellulomonas flavigena (Kellerman and McBeth 1912) Bergey et al. 1923 emend. Nouioui et al. 2018

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00975
title: Dataset for "Continuous rotary membrane emulsification for the production of sustainable Pickering emulsions"

description: Main data for figures in the manuscript ‘Continuous rotary membrane emulsification for the production of sustainable Pickering emulsions’. The data for Figure 2 shows generated values for 2D matrix (200 x 200) of Taylor numbers (Ta) (column numbers 1-200 representing angular velocities 0-220  rad/s while row numbers 1-200 represents viscosities 0-0.22 Pa.s), and viscosity values for surface plot of Figure 2. Data for Design of Experiment (DoE) models, DoE model validation data from size analysis, and force balance diameters from force balance model are also given.
description: Ta data was calculated generated from OriginLab (Origin 2017) for the 2D surface plot. DoE model data was generated using the MODDE Pro 11.0.2 software (MKS Umetrics AB, Sweden); while Viscosity data and DoE model validation data was derived experimentally as described in the manuscript.
description: MODDE Pro 11.0.2 software (MKS Umetrics AB, Sweden) was used for DoE model studies.
description: OriginLab (Origin 2017) was used for Taylor number generation for surface plots and figure plots.
DOI: 10.15125/bath-00974
title: Dataset for "A randomized controlled trial to isolate the effects of fasting and energy restriction on weight loss and metabolic health in lean adults"

description: This dataset contains the archived data pertaining to the article "A randomized controlled trial to isolate the effects of fasting and energy restriction on weight loss and metabolic health in lean adults". The associated trial is registered and available to view at ClinicalTrials.gov (ref: NCT02498002).

All blood parameters reported in this dataset relate to venous samples drawn during the preliminary visit (Baseline), in a ~10 hour overnight fasted state (Pre and Post) and at regular intervals following a standardised breakfast and lunch both before and after the intervention.  Both intra- and inter-assay/plate coefficients of variation are reported for each parameter. The dataset also contains measurements of participants' food intake, energy expenditure, and relative gene expressions.
description: The precise details of and justifications for the experimental design and protocol adopted has been published as follows: Templeman, I., Thompson D., Gonzalez, J.T., Walhin, J.P., Reeves, S., Rogers, P.J., Brunstrom, J.M., Karagounis, L.G., Tsintzas K., Betts, J.A. (2018) Intermittent fasting, energy balance and associated health outcomes in adults: study protocol for a randomised controlled trial. Trials 19 (1): 86. doi:10.1186/s13063-018-2451-8
description: Any missing data-points are denoted as ‘NA’ in the data.
description: Further relevant documentation may be found in the following resources.

   Templeman, I.,  2015.   Impacts of Intermittent Fasting on Energy Balance and Associated Health Outcomes.         ClinicalTrials.gov NCT02498002.  US National Library of Medicine.   Available from: https://clinicaltrials.gov/ct2/show/NCT02498002.   

   Templeman, I., Thompson, D., Gonzalez, J., Walhin, J.-P., Reeves, S., Rogers, P. J., Brunstrom, J. M., Karagounis, L. G., Tsintzas, K., and Betts, J. A.,  2018.   Intermittent fasting, energy balance and associated health outcomes in adults: study protocol for a randomised controlled trial.    Trials, 19(1).  Available from: https://doi.org/10.1186/s13063-018-2451-8.
DOI: 10.15125/bath-00976
title: Dataset for "Inventory Routing in a Warehouse: The Storage Replenishment Routing Problem"

description: This dataset relates to testing of a heuristic approach using operational research techniques for a specific routing problem in a warehouse, defined as the Storage Replenishment Routing Problem. There are a total of 620 instances, stored as .dat or .txt files, classified into two groups depending on the sizes of the instances. The 300 smaller instances consist of different settings ranging from 25 to 150 pick items and from 3 to 15 replenishment periods. Each setting consists of 10 instances randomly generated by changing the items to be picked in the warehouse, their locations in the warehouse, initial inventory levels, and maximum storage capacities in the forward storage area. The 320 larger instances involve 450 pick items and 15 replenishment periods, with each setting including 10 random instances generated by changing the items to be picked in the warehouse, their locations in the warehouse, initial inventory levels, maximum storage capacities in the forward storage area, and the skewness of the demand (ranging from uniform to 20-80 skewness).

To use any of the instances, the user needs to read the data given in the corresponding text file into the optimisation software or the platform where their heuristic is coded in.

The target audience for this dataset is operational researchers working on developing heuristic approaches for similar routing problems in warehouses.
description: The data has been generated using warehouse parameters from "Roodbergen, K.J. and de Koster, R.B.M. (2001). Routing methods for warehouses with multiple cross aisles. International Journal of Production Research, 39(9): 1865-1883." and using the inventory routing parameters from "Solyali, O. and Sural, H. (2011). A Branch-and-Cut Algorithm Using a Strong Formulation and an A Priori Tour-Based Heuristic for an Inventory-Routing Problem. Transportation Science, 45(3): 335-345." Each instance setting consists of 10 instances, randomly generating the picking demand, maximum inventory levels and initial inventories.
description: No third-party datasets were directly used, but the methodology used in two different papers were replicated. Please see Data Collection Method for sources.
description: The data has been generated using a random instance generator coded in C++ using Microsoft Visual Studio 2019.
DOI: 10.13145/bacdive2356.20240510.9
title: Cellulomonas gelida (Kellerman et al. 1913) Bergey et al. 1923

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive2357.20240510.9
title: Cellulomonas uda (Kellerman et al. 1913) Bergey et al. 1923

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00977
title: Supplementary materials for "Smoking cessation for improving mental health"

description: Supplementary materials for the Cochrane Review, 'Smoking cessation for improving mental health'. The supplemental files include the modified ROBINS-I tool (S1) employed in the risk of bias assessments and justifications for modifications made to the ROBINS-I tool (S2). Also included are the tables containing the risk of bias judgements for studies contributing to the primary outcomes (S3 - S5) and summary tables for narrative outcomes in the review (S6 - S12).
description: For details of the review methodology, please see the associated review.
description: Further relevant documentation may be found in the following resources.

   Taylor, G., Lindson, N., Farley, A., Leinberger-Jabari, A., Sawyer, K., te Water Naudé, R., Theodoulou, A., King, N., Burke, C., and Aveyard, P.,  2021.   Smoking cessation for improving mental health.    Cochrane Database of Systematic Reviews, 2021(3), 1-240.   Available from: https://researchportal.bath.ac.uk/en/publications/smoking-cessation-for-improving-mental-health.
DOI: 10.15125/bath-00978
title: Dataset for "Non-Volatile Conductive Gels Made From Deep Eutectic Solvents and Oxidised Cellulose Nanofibrils"

description: This dataset contain SAXS, rheology, and conductivity data associated with the paper titled "Non-Volatile Conductive Gels Made From Deep Eutectic Solvents and Oxidised Cellulose Nanofibrils" in the form of tab-separated value (TSV) .txt files.
description: Rheological measurements of each sample were made using a stress-controlled Discovery Hybrid Rheometer, Model HR-3 (TA Instruments) with a sand-blasted 40 mm parallel plate geometry. The temperature was kept at either 25, 45, or 65 °C using a Peltier unit (±0.1 °C). Results were copied directly from the software to a tab delimited format.

SAXS data was collected on an Anton-Parr SAXSpoint 2.0, using an SDD of 556.9mm. The instrument is known to have a single dead pixel which sometimes results in an anomolous single-point peak.

Conductivity measurements were made using a Mettler Toledo SevenMulti™. The mixtures were gradually heated from room temperature (~26 °C) to ~65 °C and conductivity measurements taken at regular intervals. Measurements were taken in triplicate for each temperature.
description: All files are presented in tab-separated value (TSV) format.
DOI: 10.13145/bacdive2359.20240510.9
title: Cellulomonas humilata (Gledhill and Casida 1969) Collins and Pascual 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00984
title: Dataset for "Effects of decentering and non-judgement on body dissatisfaction and negative affect among young adult women"

description: This dataset provides cross-sectional, quantitative data from 330 female participants aged 18–35 years with respect to demographics (age, gender, ethnicity, BMI, experience with mindfulness, meditation, or contemplative prayer); self-reported trait mindfulness, weight and shape concerns, and difficulties in emotion regulation; and self-reported state body dissatisfaction (weight dissatisfaction, shape dissatisfaction, appearance dissatisfaction) and negative affect at 3 timepoints (baseline, post-media exposure, and final [after engaging in a strategy focused on decentering, non-judgement, or rest]). It also includes qualitative data files that specify participants' self-reported thoughts and behaviour during the strategy, how participants responded to any negative thoughts and feelings, how participants might use the strategy in everyday life, and any further comments about taking part in the study. One qualitative file contains the raw data only, and the other includes our codes and rationale for rating each participant with respect to their degree of adherence to the strategy instructions.
description: This dataset was created through online data collection using Qualtrics. Demographics and trait/state variables were assessed using validated self-report measures and visual analogue scales.
description: Microsoft Word and SPSS Statistics software is required to view the data.
DOI: 10.13145/bacdive2360.20240510.9
title: Cellulomonas hominis Funke et al. 1996

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00980
title: Data sets for "Structure of crystalline and amorphous materials in the NASICON system Na_{1+x}Al_xGe_{2-x}(PO_4)_3"

description: Data sets used to prepare Figures 5-23 and Figures S1-S2 in the Journal of Chemical Physics article entitled "Structure of crystalline and amorphous materials in the NASICON system Na_{1+x}Al_xGe_{2-x}(PO_4)_3 ."  The data sets refer to the measured structure of these materials for the compositions x = 0, 0.4 and 0.8. NASICON is an acronym for sodium (Na) super-ionic conductor.
description: The data sets were collected using the methods described in the published paper.
description: The data sets were analysed using the methods described in the published paper.
description: Figures 5 - 8 and S1 were prepared using Origin (http://www.originlab.com/). The data set corresponding to a plotted curve within an Origin file can be identified by clicking on that curve.
Figures 9 - 23 and S2 were prepared using QtGrace (https://sourceforge.net/projects/qtgrace/). The data set corresponding to a plotted curve within an QtGrace file can be identified by clicking on that curve.
DOI: 10.15125/bath-00985
title: Dataset for ''Monovalent salt and pH-induced gelation of oxidised cellulose nanofibrils and starch networks: combining rheology and small-angle X-ray scattering''

description: This dataset contains the raw data used to calculate the rheological properties (such as gel modulus, stiffness, viscosity, etc) of oxidised cellulose nanofibrils (OCNF) and starch gels at various concentrations of NaCl salt and different pH environments. The interactions among the two polysaccharide species also assessed via small-angle X-ray and zeta potential measurements (data included).
description: Rheological analysis:

A stress-controlled rheometer (Discovery HR-3, TA Instruments, USA) equipped with a sandblasted plate-plate stainless steel geometry (40 mm) was used to perform the rheological tests at 25 °C, as described previously. Gels (approximately 0.7 mL) were placed in between the plates and frequency, amplitude sweeps and flow curves were measured (with a plate-plate gap of 0.5 mm). A thin layer of low viscosity silicone-oil was added to the edge of the geometry to prevent evaporation. Frequency sweeps were conducted, within the linear viscoelastic range, in strain control mode at 0.5% strain with an angular frequency range from 0.1 to 100 rad s-1. Amplitude sweeps were measured at an angular frequency of 1 Hz (6.28 rad s 1) covering the strain ranging from 0.5 to 50%. Finally, flow curves were measured to study the viscosity response of the sample to shearing, with a shear rate ranging from 0.01 to 100 s-1.

Surface charge:

Dilute suspensions (10 times dilution) of samples, using the appropriate buffer solution (DI water, NaCl or pH adjusted buffer) were used to measure the apparent ζ-potential utilising a Malvern Zeta-sizer Nano ZSP® (Malvern, UK). Samples were placed in the folded capillary electrode cell and were equilibrated at 25 °C for 120 s prior to testing. The data were taken from an average of 5 measurements from 100 scans each.

Small-angle X-ray scattering (SAXS) analysis:

SAXS measurements were conducted at Diamond Light Source (Didcot, Oxfordshire, UK), on the I22 beamline (using an X-ray wavelength of 1 Å corresponding to an energy of E = 12.4 keV) equipped with a PILATUS P3-2M detector (Silicon hybrid pixel detector, DECTRIS). Samples were loaded in glass capillary tubes (diameter~1.5 mm) and sealed. An empty capillary and the capillary containing DI water were also recorded for solvent subtraction. The probed q-range was 0.005–0.2 Å−1, where q is the scattering vector.
description: SASView software (version 4.1.2) was used to fit the SAXS data using either a rigid and flexible elliptical cylindrical model.
DOI: 10.13145/bacdive2365.20240510.9
title: Cellulomonas persica Elberson et al. 2000

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.15125/bath-00986
title: Dataset for "ExMaps: Long-Term Localization in Dynamic Scenes using Exponential Decay"

description: This is the dataset that accompanies our publication "ExMaps: Long-Term Localization in Dynamic Scenes using Exponential Decay”. The data was collected over a period of time using a custom ARCore based android app. It depicts a retail aisle. The images can be found in the sub-folders “only_jpgs”. The rest of the ARCore data such as camera poses can be found in “data_all” subfolders for each day data was collected for. The data can be used to run the benchmarks from the original paper. It can also be used to reconstruct points clouds using SFM (structure from motion) software.
description: The data was collected over a number of weeks in a local grocery shop. It includes text files listing the 6DOF poses of the phone, and RGB frames. The frames and text files were acquired with a Google Pixel 2 phone, and the RGB frames were captured every 0.5 seconds at a resolution of 640 by 480.
description: A Google Pixel 2 phone was used for the collection of the data. The frames captures are the default camera frames that ARCore provides, under the name "CPU Images". The were stored locally on the phone and then extracted for use in our publication, "ExMaps: Long-Term Localization in Dynamic Scenes using Exponential Decay."
description: The data is provided in text files and RGB images, in a jpg format. The text files include additional information such as local poses.
DOI: 10.15125/bath-00987
title: Supplementary materials for "Understanding University Student Priorities for Mental Health and Well-being Support: A Mixed-Methods Exploration using the Person-Based Approach"

description: These supplementary materials comprise some of the study materials used in a mixed-methods exploration of student engagement with and priorities for well-being and mental health support at university. They include the content of an online survey instrument (part 1, quantitative), the focus group discussion schedule (part 2, qualitative), and anonymised data from the survey and focus groups. Research took place in the summer of 2020; the participants were students of the University of Bath at that time.
description: Full details of the methodology may be found in the associated paper. The survey instrument and focus group schedule are included in the dataset.
description: The data archived here has been anonymised in line with the nature of informed consent obtained from participants.
description: Transcripts and descriptively analysed survey data are in MS Word (docx) format. Anonymised and pre-processed survey data are in MS Excel (xlsx) format. The qualitative analysis was conducted in NVivo.
description: The online survey was open between 25th June and 5th August 2020.

The three focus groups took place in July 2020.
description: Further relevant documentation may be found in the following resources.

   Remskar, M., Atkinson, M. J., Marks, E., and Ainsworth, B.,  2022.   Understanding university student priorities for mental health and well‐being support: A mixed‐methods exploration using the person‐based approach.    Stress and Health, 38(4), 776-789.  Available from: https://doi.org/10.1002/smi.3133.