cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/swk35dtj75.1
title: MOTIVATION – A KEY FACTOR IN ENTERPRISES

description: Abraham Maslow's 'hierarchy of needs' states that once the lower level needs like food, shelter, safety, love are fulfilled human strive for higher level needs like self esteem and growth. But motivation is a very complex issue and people may be looking for higher level needs even when lower level needs are unfulfilled and attempting to take care of lower level needs would not create motivation. In depth study is required and steps like reducing working time, increasing wages, benefits, counseling etc would not work to create motivation. Brainstorming is necessary to analyse the steps involved in a job and make changes with elements of challenge involved in performing the job. This continuous process of enrichment of jobs would create sustained motivation.
DOI: 10.17632/mpb3snnvx4.1
title: Mapping benthic ecological diversity and interactions with bottom-contact fishing on the Flemish Cap (norhtwest Atlantic)

description: The ecological diversity of benthic invertebrates from bottom trawl surveys was mapped for the Flemish Cap, a plateau of ~200 km radius in the northwest Atlantic. Species density (SpD), the exponential Shannon diversity index (eH′) and Heip’s index of evenness (E') were measured at different spatial scales. Continuous surfaces of each were created to 2000 m depth using predictive distribution models based on random forest (RF) algorithms. When fishing effort was included as an independent variable in the RF models, it was the most important predictor of sample SpD but unimportant in predicting eH′ and only a minor predictor of E'. In the absence of a historical baseline, we used a novel approach to evaluate spatial impacts of fishing on diversity by simulating and comparing spatial SpD prediction surfaces using response data associated with different levels of fishing effort. Although it is not possible to fully evaluate the precise nature of the impact of fishing on the ecological diversity, our models have identified Sackville Spur, Flemish Pass and south of Flemish Cap as the areas of greatest impact. Combining minimum bottom salinity, annual primary production range, fishing effort and biomass of sponges and small gorgonian corals, resulted in the best performing generalized additive model, explaining 73% of the total variance in SpD. Although current closures to protect vulnerable marine ecosystems from the adverse impacts of bottom fishing activities protect an important part of the ecological diversity associated with the deeper communities, unique and representative habitats on top of the Cap remain unprotected.
DOI: 10.17632/wfcbvf3xtd.3
title: The seizure onset zone drives state-dependent epileptiform activity in susceptible brain regions

description: This is the full set of code for the manuscript "The seizure onset zone drives state-dependent epileptiform activity in susceptible brain regions". Start with Main.m. Here there are instructions for running the rest of the code.
DOI: 10.17632/jzppg7h8j4.1
title: Microplastic pollution isolation - a forensic science approach

description: To use this dataset, please download and extract the zip file that it contains, then read the Introduction that is provided in that file. This dataset contains the raw experimental data that resulted from the simulation experiment reported by Gwinnett Osborne and Jackson (2021). It also contains the raw spectral data that was used to plot the Raman spectra given in that paper, together with the R code that was used to process and analyse both these sets of raw data and the output from that code. As described in the Introduction referred to above, that simulation experiment was primarily designed to explore the effect of filter type and Büchner funnel type on the rate of target microplastic (MP) particle recovery from filters by tape lifting with Easylift®. The data generated also allowed the effect of those factors on the rate of target MP particle recovery from water by filtration to be studied. The target MP particles used were fluorescent polyester fibres taken from a high-visibility vest. That simulation experiment has a 2 x 2 balanced factorial design. In that experiment, the dependent variable of primary interest (DV1) was the percentage of target MP particles present on the filter that were recovered on the tape. The independent variables (IVs) were the factors: • filter type (with two levels); • funnel type (also with two levels). Data were also gathered that allowed: • the filters’ water contents at the point of tape lifting to be known and used as a covariate; • a dependent variable of secondary interest (DV2) to be calculated. DV2 is the percentage of target MP particles present in the water that were recovered on the filter. Both DV1 and DV2 are recovery rates and are referred to as such in this dataset. The simulation experiment had three repeat determinations for each unique combination of factor levels - giving a total of 12 determinations overall for each. For each of these, data were recorded that allowed each of the two recovery rates and the covariate referred to above to be calculated. The Raman spectra were obtained from four samples. This was done via confocal Raman spectroscopy using a Renishaw inVia Raman Microscope with Leica microscope. The raw Raman spectra were exported as x, y coordinate data. By means of source code provided in this dataset, these spectra were each processed using the R programming language to correct for baseline drift and to use LOESS smoothing to boost the signal to noise ratio. Further experimental details are provided in the dataset. Reference: Gwinnett, C M B, Osborne, A O and Jackson, A R W (2021) The application of tape lifting in microplastic pollution monitoring, Environmental Advances, DOI: https://doi.org/10.1016/j.envadv.2021.100066.
DOI: 10.17632/xgnbv8mf8w.1
title: DYNAMICS OF PERFORMANCE MANAGEMENT

description: Since its actual conceptualisation in the earlier 80s, the issue of Performance Management has gradually but surely undergone a revolutionary change. While the earliest forms of staff performance management focused on, performance management tools, modern approaches have emphasized the need to combine various tools in order to achieve an integrated and coherent performance management system. It is now being widely suggested that regardless of industry and organizational size, while objectives and methods may vary, common trends have emerged regarding the structure of the process, stakeholders involved, objectives and performance criteria. Various aspects of performance and different tasks and responsibilities of course, need variety of treatments as do people according to their different levels of experience, knowledge, capability, capacity and confidence. Usually, the aspects of performance that place the biggest demands on managers, and create the biggest challenges and problems, are those areas concerned with a failure' to perform to a certain standard or target or other such requirements. It makes sense, therefore, to look at managing performance at the level of basic standards and responsibilities. Organizations frequently identify various challenges while implementing performance management systems. These are not insurmountable obstacles, but elements that require the greatest attention and work. If not addressed, they can cause the performance management system to fail. In the light of the above discussion, this paper attempts to throw some light on the impending trends and challenges in the field of Performance Management and then explain certain factors that can actually help organizations reap maximum benefits by installing Performance Management systems.
DOI: 10.17632/9zf9m7ffcc.1
title: ECONOMIC GROWTH AND STRUCTURAL CHANGES: PRELIMINARY EVIDENCE FROM BIHAR

description: Structural Change is the phenomenon witnessed by almost all the developing and the developed states in their journey towards a higher sustained economic growth. The rise in per capita income and the structural change are complementary to each other. A rise in per capita income reinforces structural change and structural change leads to the rise in the productive efficiency stimulating rise in the per capita income of the people. The paper analyses this phenomenon in the state of Bihar which has, of late, started ta witness a higher growth trajectory in its economy. Sourcing the data from the archival records of the various government agencies, the study found that the state of Bihar has mirrored the structural change being experienced by the economy of India. The share of the primary sector in the state's GSDP has drastically declined and is replaced by the services sector. This phenomenon is particularly ascribed to the rising share of trade, communications and the government led public spending in the construction sector. However, the state is not experiencing a balanced growth pattern in its economy; some districts have become more developed relative to the other districts. It has also been seen that due to the low economic base of the state, we cannot expect that the state's socio-economic indicators will converge sooner to the_ more developed states of India.
DOI: 10.17632/365bfpzs4w.2
title: INVOLVING OF METALLOTHIONEINS IN THE PATHOGENESIS OF SYNOVIAL TISSUE INFLAMMATION: A STUDY IN RATS WITH ACUTE GONARTHRITIS

description: Despite the importance of zinc (Zn) in the suppressing of inflammation, the Zn functionality in the knee joint under the gonarthritis (GA) is not elucidated. The aim of this study was to investigate the participation of Zn- buffering and stress responsive proteins metallothioneins (MTs) in the pathogenesis of the synovial tissues under the experimental acute GA. The inflammation was induced in rats by intra-articular administration of carrageenan. The concentrations of MTs total protein (MTSH), Zn-bound protein (Zn-MTs), total Zn concentration in the tissue, the indexes of oxidative stress and cholinesterase activity were determined. The level of sialic acids was indicated in the blood serum. The enhancing of sialic acids concentration by 42% and cholinesterase depletion confirmed the inflammation. In the animals with GA, total level of Zn in the tissue was correspondent to control. However, the MTSH and Zn-MT levels were elevated (by 79 and 46% respectively). This disproportionate rate can be due to partial oxidation of thiols. The superoxide dismutase activity was elevated, radical scavenging activity and protein carbonylation were correspondent to control, but the levels of catalase, glutathione–S-transferase and glutathione were decreased by 28-44%, and lipid peroxidation (TBARS) was increased by 59% compared to control group. Principal Component Analysis confirmed the strong interrelations between MTs and oxidative stress indexes. This preliminary study provides the basis for the understanding of the reason for Zn imbalance in the acute GA as the result of the impairment of thiol redox balance and proposes these biomarkers for the evaluation of knee joint pathologies.
DOI: 10.17632/w9374663f5.1
title: TRACKING NIFTY: A COINTEGRATION BASED APPROACH

description: This paper deals with formulation of Partially Replicating Index Tracking Portfolio with the use of cointegration. The paper is partly a replication of Christian L. Dunis & Richard Ho (2005) [published in Journal of Asset Management, Vol. 6, 1, page 33-52] with Indian stock market data. As NIFTY is an index based on free float market capitalization, a simple stock selection procedure of selecting stocks with highest market capitalization are used. Also progressively moving window portfolios are created and the dynamics of the portfolios are analyzed over a testing period of fourteen months. The essence of this study is to create a tracking portfolio in simple regression based approach which does not need any optimization. The resulting portfolio, as based on long- run cointegrating relationship, does not require frequent re-balancing and saves turnover cost.
DOI: 10.17632/d9wvsvtyrp.4
title: Revitalization skywalk bandung

description: Skywalk Bandung is well known as a well-known city icon and as a new tourist area in the city of Bandung. Completed and inaugurated 2017 Skywalk Bandung is a mandatory destination for tourists to visit, because it was developed in the Cihampelas area which is an official tourist destination in Bandung. After 2 years of inauguration, the Bandung skywalk has experienced a decline in visitors since its inauguration. Changing the Cipaganti road to one lane, the adjacent Cihampelas road into one lane is the same as Cihampelas making an alternative for tourists to Bandung, changing through the Cihampelas street after traveling to the Lembang area. lane transfer to Jl. Cipaganti being a single lane, helping to deal with congestion and reducing tourists to Jl. Cihampelas, so the construction of the skywalk is less useful than its original purpose. Through the journal that we convey today, it is hoped that it can become a reference method that can be used by the Bandung city government to be able to revive the city facilities that are not functioning properly with the initial plan targeted by the Bandung City Government
DOI: 10.17632/tf8p6n8c7d.1
title: Mangrove Restoration Action of Mangroves in Colombia - MANRESCO V.1.0

description: Contains the report of 163 mangrove restoration actions in Colombia between 1995 and 2018 with their respective geolocation and associated variables such as year of implementation, the current status of the action, monitored variables, Technique used, restoration approach used, species planted (yes applicable), causes of degradation, the relative success of the action, information resource. A “restoration action” was considered as the set of techniques used to help the mangrove recovery in a particular site and time. Those initiatives of experimental nature or that intended to test some propagation techniques were not considered as restoration actions and were excluded from the analysis. A “restoration action” was considered as the set of techniques used to help the mangrove recovery in a particular site and time. Those initiatives of experimental nature or that intended to test some propagation techniques were not considered as restoration actions and were excluded from the analysis. Each restoration action reported in the available information sources was considered a record. In the end, actions that had already been reported by other sources of information were excluded.
DOI: 10.17632/b2pvrjdzz5.1
title: AN INQUIRY INTO CORPORATE GOVERNANCE PRACTICES IN INDIAN BANKING SECTORS

description: The term 'Corporate Governance' conveys about how a corporation is directed and controlled under a set of mission, values, and philosophy. It is a phrase implying greater transparency of management system in corporate entities. Corporate Governance in financial service sector is specially significant since banks have an overwhelmingly dominant position in developing economy financial systems, and are extremely important engines of economic growth [King and Levine 1993; Levine 1997] and banks in developing countries are, usually the main depository for the economy's savings. In India, although the issues of corporate governance have not received much attention in the first generation of financial sector reforms, this issue will become a natural choice in the second set of reforms. In this backdrop this paper, after examining the nature and extent of compliance of the leading national and international Corporate Governance Codes/ Guidelines by the listed public and private sector banks in India, responsible for composition of BSE BANKEX, an attempt has been made to examine the relationship between the corporate governance practices of such banks and their financial performance with the help of appropriate financial and statistical tools. Based on the findings, it has been concluded that in some important areas statistically significant relationship between corporate governance practices and financial performance of such banks exist.
DOI: 10.17632/m4ndy7tcss.2
title: Topic-aware sentiment analysis

description: Data used in experiments with topic-aware sentiment analysis The code for the paper is currently in this repository (https://github.com/iskander-akhmetov/Topic-Aware-Sentiment-Analysis-of-News-Articles/). The source corpora we used, collected, or augmented: Original corpora: ------------------- 1. News articles scraped from different Kazakhstani online media resources and labeled by the experts: IAC_experts_labeled_corpus.zip 2. Kaggle Sentiment Analysis in Russian dataset: https://www.kaggle.com/c/sentiment-analysis-in-russian/data 3. TengriNews.kz articles corpus scraped: tengrinews_articles-all-clean_lt.zip Corpus lemmatized and augmented with topic labels (by us): ------------------------------------------------------------------ 1. IAC augmented: IAC_experts_labeled_corpus-lemmatized-topic.zip 2. Kaggle augmented: sentiment-analysis-in-russian-lemmatized-topic.zip 3. TengriNews augmented: tengrinews_articles-numword_norm-lemmatized-topic.zip
DOI: 10.17632/fmfwdcp9py.1
title: EMOTIONAL LABOR, PSYCLOLOGICAL HEALTH AND JOB OUTCOMES

description: Present competitive market largely depends on the interaction between service providers and customers to make a strong service brand. Effective interaction involves display of appropriate emotions according to the job requirements. The process of showing appropriate emotions frequently demands suppression of genuine emotions or even expressing fake emotions. Such conscious effort of regulating emotions according to the job demands is termed as emotional labor. The two major strategies for emotional labor are surface acting and deep acting. Employees do this by following certain display rules. Emotional labor is associated with job satisfaction, better physical health and psycho-logical well being. Conscious display of artificial emotion sometimes causes long-lasting stress may damage physical well being, thus it becomes important to manage it. The present paper is an attempt to discuss the concept, antecedents, consequences, and implications of emotional labor.
DOI: 10.17632/7x8x4g3s44.1
title: Monopolar TURP catheterised vs non catheterised

description: Comparison of outcomes between those patients undergoing monopolar transurethral resection of prostate for symptomatic benign prostatic hyperplasia with Foley catheterization preoperatively after at least one failed trial without catheter and those with moderate to severe bothersome lower urinary tract symptoms requiring surgical intervention with no Foley catheter preoperatively. Patient’s age, body mass index (BMI), American Society of Anesthesiologists’ classification (ASA), prostate volume, IPP, prostate specific antigen level (PSA) level, uroflowmetry findings, post-void residual (PVR) volume, International Prostate Symptom Score (IPSS). The operating time was calculated as time from the introduction of resectoscope till the placement of Foley catheter. Proportion of prostate resected was calculated as the volume resected weighed at the end of operation divided by the preoperative ultrasound determined prostate volume. Post-operative hemoglobin level was assessed at 24hr. Change in hemoglobin level was derived by subtracting the postoperative hemoglobin level at 24 hours from the preoperative level. Complications were classified as per modified Clavien classification system. Data analysis was done using the Statistical Package for Social Sciences Windows version 23. Baseline characteristics were compared using the Chi-square test for categorical variables and the student t-test/ Mann Whitney U test for continuous data. Anova was used to compare groups with various duration of preoperative catheterization. A p-value &lt; 0.05 was considered statistically significant. Patient with preoperative catheterization had higher prostate volume, higher PSA level, higher volume of prostate resected, better postoperative subjective symptoms score and QOL score, longer duration of hospital stay and lower Qmax. T with similar complication rate. This data set can be used with SPSS software.
DOI: 10.17632/2r343kdhhg.1
title: Dataset of adaptive frequency scaling strategy to improve energy efficiency in a tick-less Operating System for resource-constrained embedded devices

description: Data set containing the power consumption measurements when running different applications (test and sampling apps) for different clock frequencies, and using an adaptive frequency scaling module. The power consumption was measured using Keysight B2901A suplying an STM32L476 microcontroller with 3.3 V and a measurement current range of 100 mA. The aperture time was configured to 20 ms. 3000 samples were acquired for static clock frequency experiments, and 100.000 samples were acquired for dynamic clock frequency experiments.
DOI: 10.34740/kaggle/dsv/2317356
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.17632/rfn8jtkjd4.1
title: Sexual dimorphic impact of adult onset somatopause on life span and age-induced osteoarthritis; (Ageing Cell-2021)

description: In this project we studied the impact of adult-onset isolated-GH deficiency (AOiGHD) on lifespan and skeletal integrity, including the articular cartilage, in male and female mice. Our findings showed sexually dimorphic effects of AOiGHD on lifespan, where females live longer. Sexual dimorphic affects were also seen in osteoarthritis where males develop more severe osteoarthritis.
DOI: 10.17632/shv6wk5mzs.1
title: SLC-2014-Yards

description: Salt Lake City study on yard biodiversity and homeowner preferences. Code published on github https://github.com/allieblanchette/SLC-2014-Yards
DOI: 10.17632/5k6nybdy92.1
title: Brightness Temperature Variances from On-Planet Views in the A1–A3 Channels by the Mars Climate Sounder

description: This dataset contains significant data analysis products related to a manuscript entitled, “A Multiannual Record of Gravity Wave Activity in Mars's Lower Atmosphere from the Mars Climate Sounder,” which will be submitted to The Planetary Science Journal as: "Mars Climate Sounder observations of gravity wave activity throughout Mars's lower atmosphere" These fall into three broad categories: diagnoses of detrended brightness temperature variance in three channels in individual views in the nadir or off-nadir by Mars Climate Sounder on board Mars Reconnaissance Orbiter; averages and other statistics of those diagnoses in space and time; and estimated gravity wave visibility functions for nadir and off-nadir views. This document presumes the manuscript is available to the dataset user. See MCS_OP_A13_GW_Analysis_Dataset_Documentation.pdf for more detailed documentation.
DOI: 10.6084/m9.figshare.14754411
title: Supplementary Material for: Deriving Place of Residence, Modified Rankin Scale, and EuroQol-5D Scores from the Medical Record for Stroke Survivors

description: Medicine
DOI: 10.6084/m9.figshare.14754411.v1
title: Supplementary Material for: Deriving Place of Residence, Modified Rankin Scale, and EuroQol-5D Scores from the Medical Record for Stroke Survivors

description: Medicine
DOI: 10.5281/zenodo.4912497
title: Irazu-Turrialba Volcanic Complex, Costa Rica Seismological Data Aquisition - April 2018 to March 2019 (Adapted for application in ambient noise tomography)

description: <strong>Data_Costa_Rica_Network</strong> Station Type: <em>3-Component Long-Period</em> Format: <em>Matlab</em> Location: <em>Costa Rica</em> Deployment Time: <em>April 2018 to March 2019</em> <strong>Station_Location_File: </strong>Station locations in Degree Minute format (stat_info.mat) <strong>Resp_Files_Temporary_Network: </strong>Response files for all stations 3 Components