cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/j64555k7fc.1
title: Analysis of the Impact of Social Media on Brand Awareness for Small and Medium Enterprises

description: Analysis of the Impact of Social Media on Brand Awareness for Small and Medium Enterprises

This research focuses on the following constructs: 
1.⁠ ⁠Social Media Marketing Activities (SMMAs)
2.⁠ ⁠Perceived Value
3.⁠⁠ Relevance
4.⁠ ⁠Brand Differentiation
5.⁠ ⁠Consumer Engagement 

The purpose of this research is to investigate how Social Media Marketing Activities (SMMAs) enhance brand awareness for Small and Medium Enterprises (SMEs) in Indonesia by improving perceived value, relevance, and brand differentiation, which ultimately drive consumer engagement. Using Partial Least Squares Structural Equation Modeling (PLS-SEM), this study analyzes data collected from Indonesian social media users who interact with SME brands, emphasizing the role of digital stimuli in shaping consumer behavior within the Stimulus-Organism-Response (S-O-R) framework. 

Initial data from 526 respondents were pruned to 500 valid responses after removing incomplete or inconsistent.

Conclusion : 
The study validates that strategic social media marketing is indispensable for SMEs aiming to differentiate themselves and build consumer relationships. By leveraging PLS-SEM, this research provides actionable insights for SMEs to optimize their digital strategies and achieve sustainable brand recognition. 

Keywords: Social Media Marketing, Brand Awareness, SMEs, Consumer Engagement.
DOI: 10.17632/jc39jzm5jd.1
title: Impact of Energy Shocks on Productivity and Inflation Revisited: Evidence from South Africa

description: We investigate the effect of energy price shocks on agriculture, industry, and service sector productivity and food, transport, and housing inflation in South Africa from 2008:Q1 to 2023:Q4. Different measures of energy price shocks are generated, and the Impulse Response Function (IRF) and the Forecast Error Variance Decomposition (FEVD) analysis within the Structural Vector Autoregression environment are used to analyze the data. The IRF shows that energy price shocks have a significant and positive short-term effect on agricultural productivity, an insignificant effect on industrial sector productivity, and a significant and negative short-term effect on service sector productivity in South Africa. In addition, the results reveal that energy shocks have significant and positive short-term effects on food and transport inflation and significant and negative short-term effects on housing inflation in South Africa. Moreover, the FEVD results show that energy shocks explain more volatility in agricultural productivity, service productivity, and housing inflation. Therefore, we recommend, among others, that policymakers develop and implement policy measures to prevent the adverse effect of energy price shocks on the service sector and food and transport inflation.
DOI: 10.17632/hzwyn5s5pg.1
title: LINF_090019900

description: Protein-tyrosine-phosphatase; Leishmania infantum (strain JPCM5)
DOI: 10.17632/pvmgks4k56.1
title: LINF_090020200

description: Rubredoxin-like protein; Leishmania infantum (strain JPCM5)
DOI: 10.17632/nwg684zjx9.1
title: LINF_090021000

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/fvfp4htspn.1
title: ADA Trastuzumab Additional Data

description: Additional Tables to Research Article "Pisarev V.V., Ivanov A.V. Detection of Anti-drug Antibodies to Trastuzumab in Serum
by enzyme-linked immunosorbent assay. Biological Products. Prevention, Diagnosis, Treatment.
2024;24"
DOI: 10.17632/fvfp4htspn.2
title: ADA Trastuzumab Additional Data

description: Additional Tables to Research Article "Pisarev V.V., Ivanov A.V. Detection of Anti-drug Antibodies to Trastuzumab in Serum
by enzyme-linked immunosorbent assay. Biological Products. Prevention, Diagnosis, Treatment.
2025;25"
DOI: 10.17632/fvfp4htspn.3
title: ADA Trastuzumab Additional Data

description: Additional Tables to Research Article "Pisarev V.V., Ivanov A.V. Detection of anti-drug antibodies to trastuzumab in serum by enzyme-linked immunosorbent assay. Biological Products. Prevention, Diagnosis, Treatment. https://doi.org/10.30895/2221-996X-2025-552"
DOI: 10.17632/fhftxsn29p.1
title: EABE-Hook-Geometry

description: This repository contains the geometric description of application three of the research article "Fatigue growth modelling of three-dimensional cracks with the Extended Isogeometric Boundary Element Method". All NURBS control points, weights, knot-vectors, connectivity and type of Boundary Integral Equations are contained here, for each propagation step.
DOI: 10.17632/smz8ffbthy.1
title: Lemon Leaf Disease

description: Lemon Leaf Disease journal paper.
DOI: 10.17632/smz8ffbthy.2
title: Lemon Leaf

description: Lemon Leaf Disease journal paper.
DOI: 10.15468/dl.6ba6k8
title: Occurrence Download

description: A dataset containing 4332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "Geometry POLYGON((-97.76627 37.81072,-97.91408 24.26174,-74.85616 23.81832,-75.54593 37.81072,-97.76627 37.81072))",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinus elliottii Engelm."
 ]
}

 The dataset includes 4332 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007172-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/js5bf633w9.1
title: Sublethal study of Voliam Flexi on fall armyworm insight from life table theory

description: This is the supplementary data for the experiment to provide the raw data file to the journal
DOI: 10.17632/g4fgvphhxy.1
title: Eye-tracking Experiment 1 and 2

description: This visual-world eye-tracking study explores how L1 and L2 listeners use and integrate language cues in real-time spoken sentence comprehension. Participants heard English (Experiment 1) and Mandarin (Experiment 2) sentences while viewing four-object displays. Each trial began with a statement naming an object (Here is a cabbage), followed by an action sentence (Now Susan will shred the cabbage after school). They clicked on the named object. Sentences varied by pitch accent, information status (old/new), and verb appropriateness. Results showed that L1 and L2 listeners integrated cues similarly for old nouns, but differed for new nouns. L1 listeners combined semantic and prosodic cues flexibly, while L2 listeners struggled with integration, influenced by language-specific prosodic systems.
DOI: 10.17632/tv9r5x79kr.1
title: The Islamic State's Mujahidas: from Participants to Defenders of the Caliphate

description: This dataset is an original compilation and systematic content analysis of English-language magazines published by the Islamic State (IS), specifically focusing on the representation and evolving roles of women within the group's propaganda from 2006 to 2019. The data encompasses issues from four major periods in the Islamic State's history: (1) establishment of the Islamic State in Iraq (2006-2011), (2) resurgence and expansion (2012-2013), (3) the Caliphate and territorial loss (2014-2018), and (4) the post-territorial era and relocation into refugee camps (2019 onwards).

Using discourse analysis methods, the dataset captures textual data from English-language magazines produced by IS—including "Islamic State News," "Islamic State Report," "Dabiq," and "Rumiyah." Textual content was systematically analyzed and coded based on three analytical categories: Behavior, Role, and Experience. "Behavior" denotes women's compliance with or resistance to norms and rules prescribed by IS; "Role" refers to the status and functions ascribed to women within the group's evolving structure; and "Experience" encapsulates how women's lives within IS were affected by external military pressures and subsequent displacement into refugee camps.

The dataset's significance lies in its detailed tracing of shifts in IS narratives, highlighting how women transitioned from primarily supportive roles—emphasized through domesticity and motherhood—to more active, including militant, roles. This dataset provides valuable insights into the gender dynamics within terrorist organizations, reflecting shifts in ideological and strategic adaptations amidst environmental pressures. As such, it is an essential resource for scholars and policymakers seeking to understand gender dynamics within terrorist organizations, Islamist propaganda evolution, and women's roles in political violence.
DOI: 10.17632/vwsssxbghy.1
title: Research Data: Lying and commitment: The case of pointing gestures

description: This dataset includes the critical items, additional plots, and the cleaned data file from our experiment, used for the analysis in the article "Lying and Commitment: The Case of Pointing Gestures."
DOI: 10.17632/9xrh6try4b.1
title: Replication Package of Renewable Energy Diffusion Through Trade

description: This replication package contains all necessary datasets, Stata scripts, and documentation to replicate the study titled "The Trade Route to Renewables: Import as a Catalyst for the Diffusion of Renewable Energy Technology." The study examines how international trade, particularly imports, facilitates the diffusion of renewable energy technology (RET) knowledge stock across countries.

List of code files (.do)

- 00_Bilateral-Trade-Data-Compilation.do – Compiles and cleans bilateral trade data from ITC Trade Map, merges datasets, and removes inconsistencies.
- 0_RET-Diffusion-Data.do – Cleans, structures, and merges patent data with the compiled trade dataset.
- 01_RET-Trade-Data-Processing.do – Computes import and export-weighted RET knowledge exposure indices, and process macroeconomic & socioeconomic data.
- 02_RET-Trade-Regressions.do – Runs fixed-effects panel regression models.
- 03_RET-Trade-Graphs-Residual-Charts.do – Creates graphs and charts from residual analysis

List of all datasets

1. Trade Data
- TradeDataset_AppendedV1.dta – Initial compiled bilateral trade dataset before merging with other datasets.
- motherdataset_stata_WD_ITC.dta – Final compiled bilateral trade dataset, structured as a country-year panel.

2. Patent Data
- patent_raw.dta – Raw patent data for renewable energy technologies from Our World in Data (OWID).
- Patent.dta – Cleaned and structured patent dataset.
- patent_reporter.dta – Patent dataset structured for reporting countries to merge with regression dataset.

3. Index Measuring RET Exposure Through Import & Export
- WD_index.dta – Dataset containing calculated import and export exposure indices, measuring trade-based knowledge spillovers.

4. Macroeconomic & Socioeconomic Data
- GDP_Country.dta – Real GDP and GDP per capita data from World Bank.
- Renewable_ELC.dta – Renewable energy share in electricity production dataset.
- RECons_ELC.dta – Total renewable electricity generation dataset.
- Popmerge_wdi.dta – Population data from World Development Indicators (WDI).
- population_owid.dta – Population data for missing countries (Taiwan, Palestine, Montserrat) from OWID.
- WGI.dta – World Governance Indicators dataset, sourced from the World Bank.
- REPolicy_IEA.dta – Number of active renewable energy policies per country from IEA.
- REPolicy_ImpIndex.dta – Computed Renewable Energy Policy Implementation Index using Principal Component Analysis (PCA).
- co2_energy.dta – Per capita CO2 emissions and energy intensity dataset from OWID.
- gross_enrollment.dta – Gross enrollment ratio in primary education dataset from UNESCO.
- average_years_of_schooling.dta – Average years of schooling dataset from UNDP.
- Fossil.dta – Per capita electricity consumption from fossil fuel dataset.

5. Final Processed Working Datasets (Versions 1-10)
- WD_v10_regression.dta – Final dataset used for regression analysis, including all necessary control variables, transformations, and standardizations.
DOI: 10.17632/y84djb9nbn
title: Effects of bacteria inoculation on soil hydrology and erosion processes of a clay soil
DOI: 10.17632/y84djb9nbn.1
title: Effects of bacteria inoculation on soil hydrology and erosion processes of a clay soil
DOI: 10.15468/dl.zfcnv6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lupinus anatolicus W.Swiecicki & W.K.Swiecicki",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070072-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-2945
title: Primiritel' = [Reconciler], vol. 4, no. 7-8 (July-August 1932)

description: [description english/roman)] Monthly
DOI: 10.25549/pcra-ouc11189643
title: Primiritel' = [Reconciler], vol. 10, no. 11-12 (November-December 1938)

description: [description english/roman)] 12 issues per year; For a history of Reconciler, see https://cdm15799.contentdm.oclc.org/cdm/compoundobject/collection/p15799coll14/id/2561/rec/12
DOI: 10.15468/dl.76upyh
title: Occurrence Download

description: A dataset containing 949 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Fossil)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Metasequoia Hu & W.C.Cheng"
 ]
}

 The dataset includes 949 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000486-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y2aw33
title: Occurrence Download

description: A dataset containing 1101 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Esomus metallicus Ahl, 1923"
 ]
}

 The dataset includes 1101 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326722-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-3440
title: Primiritel' = [Reconciler], vol. 9, no. 1-2 (January-February 1937)

description: [description english/roman)] 12 issues per year; For a history of Reconciler, see https://cdm15799.contentdm.oclc.org/cdm/compoundobject/collection/p15799coll14/id/2561/rec/12
DOI: 10.15468/dl.23b59h
title: Occurrence Download

description: A dataset containing 7714 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Trachycarpus H.Wendl."
 ]
}

 The dataset includes 7714 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002141-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9353v
title: Occurrence Download

description: A dataset containing 3648 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lophira lanceolata Tiegh. ex Keay"
 ]
}

 The dataset includes 3648 records from 108 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0435890-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-131382
title: Annual Holy Convocation of the Church of God in Christ (97th: 2004)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.4pqmw5
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters 0.0-1019.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mergus octosetaceus Vieillot, 1817",
 "Year 2000-2022"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326724-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbndj2
title: Occurrence Download

description: A dataset containing 1839 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pteropus vampyrus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1839 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002146-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.25726821
title: Raw data (Video & Blog Sources)

description: A complete list of the selected sources (YouTube videos and blogs)
DOI: 10.6084/m9.figshare.25726821.v1
title: Raw data (Video & Blog Sources)

description: A complete list of the selected sources (YouTube videos and blogs)
DOI: 10.25549/pcra-c14-131388
title: Annual Holy Convocation of the Church of God in Christ (97th: 2004)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.tzmaaj
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium mirum Wendelbo"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025869-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xctxt8
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Goniurosaurus hainanensis Barbour, 1908"
 ]
}

 The dataset includes 34 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0435930-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-131456
title: Annual Holy Convocation of the Church of God in Christ (97th: 2004)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.47zh5n
title: Occurrence Download

description: A dataset containing 4326 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vallisneria natans (Lour.) H.Hara, Salvinia natans (L.) All.)",
 "HasCoordinate is true",
 "Year is greater than 1900"
 ]
}

 The dataset includes 4326 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013422-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bduv8
title: Occurrence Download

description: A dataset containing 593 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Cotinga amabilis Gould, 1857"
 ]
}

 The dataset includes 593 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002727-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-131417
title: Annual Holy Convocation of the Church of God in Christ (97th: 2004)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.25549/pcra-c14-131244
title: Annual Holy Convocation of the Church of God in Christ (97th: 2004)

description: [description english/roman)] The souvenir journal of the Holy Convocation of the Church of God in Christ. Annually.
DOI: 10.15468/dl.7aqpe2
title: Occurrence Download

description: A dataset containing 1325 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nicotiana suaveolens Lehm."
 ]
}

 The dataset includes 1325 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012090-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ns6cw
title: Occurrence Download

description: A dataset containing 1790430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Arab Emirates",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1790430 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007891-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-571
title: Puteshestvennik = The traveller, vol. 2, no. 5 (August 1925)

description: [description english/roman)] Irregular frequency
DOI: 10.15468/dl.s9ezhy
title: Occurrence Download

description: A dataset containing 11734 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbario Enrique Forero de la Universidad de la Amazonia (HUAZ)"
 ]
}

 The dataset includes 11734 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000491-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ptm2e
title: Occurrence Download

description: A dataset containing 8280 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Russula grata Britzelm., Russula graveolens Romell, Russula heterophylla (Fr.) Fr., Russula pilosa (Zeller & C.W.Dodge) Trappe & T.F.Elliott)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 8280 records from 126 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0326720-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.