cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/x5ktg398s9.1
title: Dataset of A Framework for Developing External Key Performance Indicators Using Google Trends and Multi-Criteria Decision-Making

description: Datasets Description
To support the development and validation of the EKPI framework, three datasets were collected directly from Google platforms, covering a ten-year period (2014–2024). These datasets were structured in CSV format and include:
1. Google Results Dataset
This dataset captures the number of Google-indexed pages that mention each target brand over a ten-year period (2014–2024). To extract this data, we employed a monthly querying strategy using Google Search’s built-in time filter capabilities. Specifically, the following advanced search operator was used for each brand and month:
"keyword" after:YYYY-MM-DD before:YYYY-MM-DD
For example, the query:
"Brand Name" after:2014-01-01 before:2014-02-01
retrieves the number of indexed pages containing the keyword within January 2014. This approach was applied for each month over the study period and for both brands (“Hamrah-e-Aval” and “Irancell”), resulting in a longitudinal dataset representing the digital content footprint of each brand across time.
All collected monthly results were stored in tabular format, forming the basis for indicators related to Share of Voice(SOV) in Google.

2. Google Trends Timeline Dataset
The second dataset was directly downloaded from the Google Trends platform using its official export feature. The "Interest Over Time" graph in Google Trends provides a normalized time series of search volume for a given keyword or brand. For each brand, data was exported as a CSV file by selecting the appropriate time range (2014–2024) and region (Iran). This resulted in a continuous timeline of search popularity, used to calculate indicators such as:
- Brand Awareness in Google (BAG)
- Growth Rate of Awareness in Google (BAGR)
The exported file includes timestamps and corresponding interest scores (0–100) normalized by Google.

3. Google Trends Related Queries Dataset
The third dataset consists of monthly related search queries obtained from the “Related Queries” section of Google Trends for both target brands. These related queries offer insights into specific user intents and behaviors beyond the main brand search.
For each month between 2014 and 2024, related query data was downloaded as CSV files using Google Trends' built-in export functionality. To enrich this dataset, we manually added a sentiment column to each query. Specifically:
- A subset of 3,762 unique queries was labeled by three independent annotators as positive, negative, or neutral based on domain-specific criteria.
- A domain expert finalized the annotation where disagreements occurred.
- These labeled queries were later used to train and validate a hybrid sentiment analysis model combining lexicon-based[36] and deep learning techniques.
 -All 47,000 queries extracted over 10 years were automatically labeled by the trained model.

4. lexicon-dictionary
DOI: 10.17632/3mn45wpxrm
title: Gravity, Globalization and Time-Varying Heterogeneity

description: The following files contain the dataset and estimation programs that can be used to replicate the paper "Gravity, Globalization and Time-Varying Heterogeneity," published in the European Economic Review
https://doi.org/10.1016/j.euroecorev.2024.104679

* UPDATE Sept 9, 2025: main file was updated to ensure compatibility with Matlab 2025a
DOI: 10.17632/3mn45wpxrm.2
title: Gravity, Globalization and Time-Varying Heterogeneity

description: The following files contain the dataset and estimation programs that can be used to replicate the paper "Gravity, Globalization and Time-Varying Heterogeneity," published in the European Economic Review
https://doi.org/10.1016/j.euroecorev.2024.104679

* UPDATE Sept 9, 2025: main file was updated to ensure compatibility with Matlab 2025a
DOI: 10.17632/64gsb4m7j7
title: Dataset related to multicomponent diffusion in K-feldspar

description: This dataset contains all data used for a manuscript about diffusion in K-feldspar submitted to GCA.
DOI: 10.17632/64gsb4m7j7.1
title: Dataset related to multicomponent diffusion in K-feldspar

description: This dataset contains all data used for a manuscript about diffusion in K-feldspar submitted to GCA.
DOI: 10.15468/dl.5tm8pb
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus polyanthemus",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 666 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050315-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/46ymn8535d
title: Data for the comparing soil physicochemical properties and biomarkers in conventional tillage and conservation tillage in a Mollisol

description: The three treatments involved conventional tillage (CT), and two types of conservation tillage—no-till (NT) and strategic tillage (ST). Soil samples were taken before planting maize in May 2019 from the following depths: 0–5, 5–10, 10–20, and 20–30 cm. Here, the data includes: soil physicochemical properties and biomarkers
DOI: 10.17632/46ymn8535d.1
title: Data for the comparing soil physicochemical properties and biomarkers in conventional tillage and conservation tillage in a Mollisol

description: The three treatments involved conventional tillage (CT), and two types of conservation tillage—no-till (NT) and strategic tillage (ST). Soil samples were taken before planting maize in May 2019 from the following depths: 0–5, 5–10, 10–20, and 20–30 cm. Here, the data includes: soil physicochemical properties and biomarkers
DOI: 10.5281/zenodo.17094667
title: Table 1. Locality data for the 49 in GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA

description: Table 1. Locality data for the 49 individuals of Neotoma stephensi collected from nine sites in central and northern Arizona. For each locality, site number (Site; corresponding to Fig. 1), specific locality name (Name), latitude/longitude (Lat/Long), number of individuals (N), and ID number (ID#) of individuals at each site (corresponding to Fig. 2) are provided.
SiteNameLat/LongNID#1AZ: Apache Co.; Three Turkey36°1'44"/-109°24'46"1262AZ: Apache Co.; Saint Johns34°28'28"/-109°19'18"227, 293AZ: Apache Co.; Little Colorado River North34°11'16"/-109°18'17"331-334AZ: Navajo Co.; Lone Pine Reservoir34°20'42"/-110°4'53"724, 28, 30, 34, 41-435AZ: Navajo Co.; Trick Tank Draw34°33'43"/-110°46'13"1325, 35-40, 44-496AZ: Yavapai Co.; Granite Dells Ranch34°36'55"/-112°23'44"117AZ: Yavapai Co.; Pine Flat35°0'6"/-112°50'43"203-228AZ: Yavapai Co.; Sycamore Station34°23'28"/-112°3'1"1239AZ: Yavapai Co.; Sayer Spring34°1'0"/-112°39'4"12
description: Published as part of Haynie, Michelle L., Fulhorst, Charles F. & Bradley, Robert D., 2009, GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA, pp. 3 in Occasional Papers of the Museum 289 on page 3, DOI: 10.5281/zenodo.15748466
DOI: 10.5281/zenodo.17094668
title: Table 1. Locality data for the 49 in GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA

description: Table 1. Locality data for the 49 individuals of Neotoma stephensi collected from nine sites in central and northern Arizona. For each locality, site number (Site; corresponding to Fig. 1), specific locality name (Name), latitude/longitude (Lat/Long), number of individuals (N), and ID number (ID#) of individuals at each site (corresponding to Fig. 2) are provided.
SiteNameLat/LongNID#1AZ: Apache Co.; Three Turkey36°1'44"/-109°24'46"1262AZ: Apache Co.; Saint Johns34°28'28"/-109°19'18"227, 293AZ: Apache Co.; Little Colorado River North34°11'16"/-109°18'17"331-334AZ: Navajo Co.; Lone Pine Reservoir34°20'42"/-110°4'53"724, 28, 30, 34, 41-435AZ: Navajo Co.; Trick Tank Draw34°33'43"/-110°46'13"1325, 35-40, 44-496AZ: Yavapai Co.; Granite Dells Ranch34°36'55"/-112°23'44"117AZ: Yavapai Co.; Pine Flat35°0'6"/-112°50'43"203-228AZ: Yavapai Co.; Sycamore Station34°23'28"/-112°3'1"1239AZ: Yavapai Co.; Sayer Spring34°1'0"/-112°39'4"12
description: Published as part of Haynie, Michelle L., Fulhorst, Charles F. & Bradley, Robert D., 2009, GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA, pp. 3 in Occasional Papers of the Museum 289 on page 3, DOI: 10.5281/zenodo.15748466
DOI: 10.5281/zenodo.17094671
title: Table 2 in GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA

description: Table 2. Microsatellite loci examined for Neotoma stephensi. Castleberry et al. (2000) tested cross-species amplification in seven woodrat species for these 12 loci; however, no tests were performed on N. stephensi. Product length (PL), number of alleles (A), and sample size (N) for each locus for N. magister (Castleberry et al. 2000) and N. stephensi (this study) are shown. Loci Nma01, Nma02, Nma03, Nma08, and Nma12 were removed from this study due to amplification difficulties.
N. magisterN. stephensiLocusPLANPLANNma01314—322628NANANANma02197-205433NANANANma03180112NANANANma04145—163733130—1681249Nma05227—232438204—231845Nma06215—223539202—2812447Nma08125—125738NANANANma10186—2241439248—2841744Nma11150—16088144—2072749Nma12115—12733NANANANma14144—16077135—2031649Nma15120—1361010105—1391648
description: Published as part of Haynie, Michelle L., Fulhorst, Charles F. & Bradley, Robert D., 2009, GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA, pp. 4 in Occasional Papers of the Museum 289 on page 4, DOI: 10.5281/zenodo.15748466
DOI: 10.5281/zenodo.17094672
title: Table 2 in GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA

description: Table 2. Microsatellite loci examined for Neotoma stephensi. Castleberry et al. (2000) tested cross-species amplification in seven woodrat species for these 12 loci; however, no tests were performed on N. stephensi. Product length (PL), number of alleles (A), and sample size (N) for each locus for N. magister (Castleberry et al. 2000) and N. stephensi (this study) are shown. Loci Nma01, Nma02, Nma03, Nma08, and Nma12 were removed from this study due to amplification difficulties.
N. magisterN. stephensiLocusPLANPLANNma01314—322628NANANANma02197-205433NANANANma03180112NANANANma04145—163733130—1681249Nma05227—232438204—231845Nma06215—223539202—2812447Nma08125—125738NANANANma10186—2241439248—2841744Nma11150—16088144—2072749Nma12115—12733NANANANma14144—16077135—2031649Nma15120—1361010105—1391648
description: Published as part of Haynie, Michelle L., Fulhorst, Charles F. & Bradley, Robert D., 2009, GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA, pp. 4 in Occasional Papers of the Museum 289 on page 4, DOI: 10.5281/zenodo.15748466
DOI: 10.5281/zenodo.17094673
title: Table 3 in GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA

description: Table 3. Summary statistics for Neotoma stephensi for each group, site, and samples combined. Allele frequencies are reported by Haynie (2006) or are available from the senior author upon request. Site numbers correspond to localities in Fig. 1 and Table 1. Four localities (Sites 1, 6, 8, 9) contained a single individual and were not included in any population level analyses. Number of individuals (N), mean number of alleles (A), mean observed (H O) and expected (H) heterozygosity, F IS, HWE P-values over all loci (P), mean polymorphic information content (PIC), and E mean relatedness (R) values are shown below. Bonferroni corrected α for tests of HWE was 0.004 for comparisons among groups and 0.001 for comparisons among sites.
Group/SiteNAH OH EF ISPPICRGroup I208.30.6870.7690.1740.0040.7130.004Group II1913.40.7530.8870.1100.0110.8490.108222.30.5710.6190.1430.4050.366NA334.90.7140.9240.2680.0050.732NA477.40.7350.8110.1010.0410.728NA5138.10.7230.7650.0580.1350.706NA72012.00.6950.8400.1770.0010.796NATotal4917.10.7090.854NANA0.827-0.022
description: Published as part of Haynie, Michelle L., Fulhorst, Charles F. & Bradley, Robert D., 2009, GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA, pp. 6 in Occasional Papers of the Museum 289 on page 6, DOI: 10.5281/zenodo.15748466
DOI: 10.5281/zenodo.17094674
title: Table 3 in GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA

description: Table 3. Summary statistics for Neotoma stephensi for each group, site, and samples combined. Allele frequencies are reported by Haynie (2006) or are available from the senior author upon request. Site numbers correspond to localities in Fig. 1 and Table 1. Four localities (Sites 1, 6, 8, 9) contained a single individual and were not included in any population level analyses. Number of individuals (N), mean number of alleles (A), mean observed (H O) and expected (H) heterozygosity, F IS, HWE P-values over all loci (P), mean polymorphic information content (PIC), and E mean relatedness (R) values are shown below. Bonferroni corrected α for tests of HWE was 0.004 for comparisons among groups and 0.001 for comparisons among sites.
Group/SiteNAH OH EF ISPPICRGroup I208.30.6870.7690.1740.0040.7130.004Group II1913.40.7530.8870.1100.0110.8490.108222.30.5710.6190.1430.4050.366NA334.90.7140.9240.2680.0050.732NA477.40.7350.8110.1010.0410.728NA5138.10.7230.7650.0580.1350.706NA72012.00.6950.8400.1770.0010.796NATotal4917.10.7090.854NANA0.827-0.022
description: Published as part of Haynie, Michelle L., Fulhorst, Charles F. & Bradley, Robert D., 2009, GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA, pp. 6 in Occasional Papers of the Museum 289 on page 6, DOI: 10.5281/zenodo.15748466
DOI: 10.5281/zenodo.17094678
title: Table 4 in GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA

description: Table 4. Comparison of genetic variation in Neotoma stephensi to five other species of Neotoma. N = number of specimens examined, NP = number of populations examined, NL = number of loci examined, AR = range in number of alleles, MA = mean number of alleles, H E = expected heterozygosity, PIC = polymorphic information content, and F ST represents the value among populations. NA indicates that no data was available for that study. N. macrotis -1 and N. fuscipes -1 data are from Haynie et al. (2007), N. magister data are from Castleberry et al. (2002), N. floridana data are from Monty et al. (2003), N. micropus data are from Méndez-Harclerode et al. (2007), N. macrotis -2 data are from Matocq (2004), and N. fuscipes -2 data are from Matocq (2002). All studies used loci developed by Castleberry et al. (2000) except Matocq (2002, 2004).
SpeciesNNPNLARMAH EPICF STN. stephensi49778--2717.10.8540.8270.052N. macrotis -11274521--36 25.60.9340.9300.028N. fuscipes -129559--2113.40.8040.7610.249N. magister3579115--1910.40.618NA0.170N. floridana84561--92.80.3650.6660.522N. micropus5491516--4726.00.8450.829NAN. macrotis -21951511--1915.00.8500.840NAN. fuscipes -2818316--2118.3NANANA
description: Published as part of Haynie, Michelle L., Fulhorst, Charles F. & Bradley, Robert D., 2009, GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA, pp. 8 in Occasional Papers of the Museum 289 on page 8, DOI: 10.5281/zenodo.15748466
DOI: 10.5281/zenodo.17094677
title: Table 4 in GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA

description: Table 4. Comparison of genetic variation in Neotoma stephensi to five other species of Neotoma. N = number of specimens examined, NP = number of populations examined, NL = number of loci examined, AR = range in number of alleles, MA = mean number of alleles, H E = expected heterozygosity, PIC = polymorphic information content, and F ST represents the value among populations. NA indicates that no data was available for that study. N. macrotis -1 and N. fuscipes -1 data are from Haynie et al. (2007), N. magister data are from Castleberry et al. (2002), N. floridana data are from Monty et al. (2003), N. micropus data are from Méndez-Harclerode et al. (2007), N. macrotis -2 data are from Matocq (2004), and N. fuscipes -2 data are from Matocq (2002). All studies used loci developed by Castleberry et al. (2000) except Matocq (2002, 2004).
SpeciesNNPNLARMAH EPICF STN. stephensi49778--2717.10.8540.8270.052N. macrotis -11274521--36 25.60.9340.9300.028N. fuscipes -129559--2113.40.8040.7610.249N. magister3579115--1910.40.618NA0.170N. floridana84561--92.80.3650.6660.522N. micropus5491516--4726.00.8450.829NAN. macrotis -21951511--1915.00.8500.840NAN. fuscipes -2818316--2118.3NANANA
description: Published as part of Haynie, Michelle L., Fulhorst, Charles F. & Bradley, Robert D., 2009, GENETIC VARIATION WITHIN POPULATIONS OF A DIETARY SPECIALIST, NEOTOMA STEPHENSi (STEPHEN'S WOODRAT), IN ARIZONA, pp. 8 in Occasional Papers of the Museum 289 on page 8, DOI: 10.5281/zenodo.15748466
DOI: 10.17632/37z7jvv9b7
title: LINF_270009800

description: Glycosomal transporter (GAT3) | ABCD1; Leishmania infantum (strain JPCM5)
DOI: 10.17632/37z7jvv9b7.2
title: LINF_270009800

description: Glycosomal transporter (GAT3) | ABCD1; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.k7ujdd
title: Occurrence Download

description: A dataset containing 25550 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Meetnetten.be - Bat winter roosts counts (totals per site) Flanders, Belgium"
 ]
}

 The dataset includes 25550 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050316-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b93699
title: Occurrence Download

description: A dataset containing 755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Handroanthus guayacan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 755 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050317-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wfzbzu
title: Occurrence Download

description: A dataset containing 1192 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Meetnetten.be - Chorus counts for Amphibia in Flanders, Belgium"
 ]
}

 The dataset includes 1192 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050320-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/xt3vcfwsxn.1
title: Supplementary material for the article: Techno-Economic Assessment and Strategic Proposal for Designing and Optimizing the Required Powered Battery for an Electric Motorcycle Under Varying Driving Cycle Tests

description: This is the Supplementary material for the article:
Techno-Economic Assessment and Strategic Proposal for Designing and Optimizing the Required Powered Battery for an Electric Motorcycle Under Varying Driving Cycle Tests
DOI: 10.15468/dl.zbbycc
title: Occurrence Download

description: A dataset containing 915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Handroanthus heptaphyllus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 915 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050318-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cpmfn94wc7
title: LINF_270009700

description: Vasohibin | VASH; Leishmania infantum (strain JPCM5)
DOI: 10.17632/cpmfn94wc7.2
title: LINF_270009700

description: Vasohibin | VASH; Leishmania infantum (strain JPCM5)
DOI: 10.17632/5ffmbw5yjw
title: LINF_270009400

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.25810/8196-e820.90
title: United Kingdom Newspaper Coverage of Climate Change or Global Warming, 2000-2025 - August 2025

description: The Media and Climate Change Observatory Data monitors 127 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.17632/5ffmbw5yjw.1
title: LINF_270009400

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/27xydztyxr
title: LINF_270009200

description: DnaJ domain-containing protein | JDP18 | J18; Leishmania infantum (strain JPCM5)
DOI: 10.17632/27xydztyxr.2
title: LINF_270009200

description: DnaJ domain-containing protein | JDP18 | J18; Leishmania infantum (strain JPCM5)
DOI: 10.17632/r9st5j4vfx.1
title: Repository

description: The R codes and data used to create all the graphs in the paper. Some data are reported directly within the R codes; see the '_withdata' data file. Data for 'Graph_corrEC' are reported in 'Data_corrEC'.
DOI: 10.17632/5nvgrgyvww
title: LINF_270009000

description: Autophagy-related protein 9 | ATG9; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.x6x346
title: Occurrence Download

description: A dataset containing 3308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Handroanthus impetiginosum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3308 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050319-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/5nvgrgyvww.1
title: LINF_270009000

description: Autophagy-related protein 9 | ATG9; Leishmania infantum (strain JPCM5)