cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pcd7df
title: Occurrence Download

description: A dataset containing 11 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 10860946 OR occurrence.acceptedtaxonkey = 10860946 OR occurrence.kingdomkey = 10860946 OR occurrence.phylumkey = 10860946 OR occurrence.classkey = 10860946 OR occurrence.orderkey = 10860946 OR occurrence.familykey = 10860946 OR occurrence.genuskey = 10860946 OR occurrence.specieskey = 10860946)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 11 records were derived from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007273-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7sby6x
title: Occurrence Download

description: A dataset containing 12831 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thunnus thynnus (Linnaeus, 1758)"
 ]
}

 The dataset includes 12831 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007279-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g8w6kh
title: Occurrence Download

description: A dataset containing 3 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 12208121 OR occurrence.acceptedtaxonkey = 12208121 OR occurrence.kingdomkey = 12208121 OR occurrence.phylumkey = 12208121 OR occurrence.classkey = 12208121 OR occurrence.orderkey = 12208121 OR occurrence.familykey = 12208121 OR occurrence.genuskey = 12208121 OR occurrence.specieskey = 12208121)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 3 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007276-250402121839773/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.28738001
title: a dataset for paper "Selective eradication and sowing with diverse native seed mixtures effectively controls invasion and enhances biodiversity"

description: dataset for the paper, entitled as "Selective eradication and sowing with diverse native seed mixtures effectively controls invasion and enhances biodiversity".
DOI: 10.6084/m9.figshare.28738001.v1
title: a dataset for paper "Selective eradication and sowing with diverse native seed mixtures effectively controls invasion and enhances biodiversity"

description: dataset for the paper, entitled as "Selective eradication and sowing with diverse native seed mixtures effectively controls invasion and enhances biodiversity".
DOI: 10.15468/dl.5ctb24
title: Occurrence Download

description: A dataset containing 64 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 1882149 OR occurrence.acceptedtaxonkey = 1882149 OR occurrence.kingdomkey = 1882149 OR occurrence.phylumkey = 1882149 OR occurrence.classkey = 1882149 OR occurrence.orderkey = 1882149 OR occurrence.familykey = 1882149 OR occurrence.genuskey = 1882149 OR occurrence.specieskey = 1882149)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 64 records were derived from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007277-250402121839773/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.28737881
title: image-shenyang(1).7z

description: Shenyang Image
DOI: 10.15468/dl.wmyha5
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.73475 -1.19402,-69.20353 -1.19402,-69.20353 11.59086,-79.73475 11.59086,-79.73475 -1.19402))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bolitoglossa tatamae Acosta-Galvis & Hoyos, 2006"
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007281-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrmmht
title: Occurrence Download

description: A dataset containing 1546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Occurrence evidence, Material citation, Material sample)",
 "Geometry POLYGON((-103.77301 20.66873,-103.57532 20.66873,-103.57532 20.83819,-103.77301 20.83819,-103.77301 20.66873))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 1546 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007282-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9a6r8
title: Occurrence Download

description: A dataset containing 121032 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "TaxonKey is Bubo scandiacus (Linnaeus, 1758)"
 ]
}

 The dataset includes 121032 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007256-250402121839773/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.28737908
title: Supplemental Materials for "Dynamic Taint Tracking for Modern Java Virtual Machines"

description: This is the supplemental materials for the paper "Dynamic Taint Tracking for Modern Java Virtual Machines" published at the International Conference on the Foundations of Software Engineering (FSE). It contains additional information about the evaluation presented in "Dynamic Taint Tracking for Modern Java Virtual Machines".
DOI: 10.15468/dl.kuypbz
title: Occurrence Download

description: A dataset containing 15919 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei)",
 "TaxonKey is Zhangixalus moltrechti (Boulenger, 1908)"
 ]
}

 The dataset includes 15919 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007283-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e6wr32
title: Occurrence Download

description: A dataset containing 38178 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tadarida brasiliensis (I.Geoffroy, 1824)"
 ]
}

 The dataset includes 38178 records from 248 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007284-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sujy75
title: Occurrence Download

description: A dataset containing 12831 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thunnus thynnus (Linnaeus, 1758)"
 ]
}

 The dataset includes 12831 records from 151 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007285-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14272484
title: IPL_Dataset
DOI: 10.15468/dl.swyckj
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bolitoglossa hermosa"
 ]
}

 The dataset includes 55 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064207-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3qah8
title: Occurrence Download

description: A dataset containing 441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laticauda laticaudata",
 "Year 2008-2025"
 ]
}

 The dataset includes 441 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064206-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15125/bath-01597
title: Dataset for "Breakdown of the critical state in the ferromagnetic superconductor EuFe2(As1-xPx)2"

description: Datasets underpinning five of the six Figures and four Supplementary Figures in "Breakdown of the critical state in the ferromagnetic superconductor EuFe2(As1-xPx)2" in Superconductor Science and Technology.

The primary data (e.g. as in Figure 2) are low temperature Hall magnetometry measurements made at the University of Bath. The manuscript describes in detail how these measurements are made. There is further, secondary data (e.g. penetration field Hp) that are derived from analysis of these primary measurements.
description: The dataset contains Hall sensor magnetometry data from measurements made on single crystals of the ferromagnetic iron-based superconductor EuFe2(As1-xPx)2. The first sample (#1) has Tc~24 K, x~0.21. The second sample (#2) has Tc~12 K, x~0.28.

The magnetometry measurements were performed at the University of Bath using a home-built system. The measurements are made at temperatures ranging from ~30 K to ~5 K, and in magnetic fields up to +/- 17 mT.

Further data were derived from analysis of the primary measurements, such as the penetration field (Hp) or the analysis of characteristic fluctuations in the measurements.
description: All data are in the form of .csv (comma separated values) with headers and units indicated. No specialist software is required to view the data.
description: The data are organised according to the figure in which they appear, as well any other pertinent factor e.g. temperature or sensor.
DOI: 10.15468/dl.5cwx7f
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((148.78509 -16.19218,172.21491 -16.19218,172.21491 -6.80782,148.78509 -6.80782,148.78509 -16.19218))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laticauda crockeri",
 "Year 2009-2025"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064209-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.675w84
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-181.71491 -23.19218,-158.28509 -23.19218,-158.28509 -13.80782,-181.71491 -13.80782,-181.71491 -23.19218))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Laticauda schistorhyncha",
 "Year 2009-2025"
 ]
}

 The dataset includes 23 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064210-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4e3xgy
title: Occurrence Download

description: A dataset containing 1759 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micromeria myrtifolia"
 ]
}

 The dataset includes 1759 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064212-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6ah4p
title: Occurrence Download

description: A dataset containing 2113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Observation, Living Specimen)",
 "Geometry POLYGON((-90.50069 -23.55126,-54.28488 -23.55126,-54.28488 11.77173,-90.50069 11.77173,-90.50069 -23.55126))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Dipteryx ferrea, Dipteryx micrantha, Handroanthus capitatus, Handroanthus incanus, Handroanthus obscurus, Handroanthus serratifolius, Tabebuia chrysantha)",
 "Year 2000-2025"
 ]
}

 The dataset includes 2113 records from 113 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064213-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18038702
title: Denitrification rates under salt exposure for soils from four stormwater basins in Ithaca, New York

description: Description: This data represents denitrification rates as measured while conducting a denitrification enzyme assay (DEA) for soils from stormwater basins, with additions of salts of varying concentration to the basin soils. 

Sites: Stormwater basins on Cornell University campus in Ithaca, New York, USA.Two wet basins, two dry basins. 

Within site measurements:At each basin site, soils were collected from 5 locations. There are two reference locations just outside of each stormwater basin, in soil that is not receiving stormwater inputs. There are three 'Basin' locations located within each stormwater basin, and thus are influenced by inflowing stormwater, inflowing salts and other pollutants, and other conditions in each basin.

Methods:The general DEA method is described in McPhillips and Walter (2015), referenced below. For full details on methodology, including chloride additions to incubation media, see the additional protocol document included with this repository. 

Column definitions in .csv filesSite- One of the four different stormwater basin sitesTreatment- the concentration of chloride added as NaCl to the denitrification incubation mediaMeasure Location- the location of soil sampling relative to the basin, either Reference or BasinDenit_mgN_kg_hr- Denitrification rate, in mg N/kg/hr, as determined by methodology described in the protocol 

Reference for general DEA method (without chloride additions to soils): McPhillips, L.E. and M.T. Walter. 2015. Hydrologic conditions drive denitrification and greenhouse gas emissions in stormwater detention basins, Ecological Engineering, 85: 67-75, doi:10.1016/j.ecoleng.2015.10.018.
DOI: 10.5281/zenodo.18038703
title: Denitrification rates under salt exposure for soils from four stormwater basins in Ithaca, New York

description: Description: This data represents denitrification rates as measured while conducting a denitrification enzyme assay (DEA) for soils from stormwater basins, with additions of salts of varying concentration to the basin soils. 

Sites: Stormwater basins on Cornell University campus in Ithaca, New York, USA.Two wet basins, two dry basins. 

Within site measurements:At each basin site, soils were collected from 5 locations. There are two reference locations just outside of each stormwater basin, in soil that is not receiving stormwater inputs. There are three 'Basin' locations located within each stormwater basin, and thus are influenced by inflowing stormwater, inflowing salts and other pollutants, and other conditions in each basin.

Methods:The general DEA method is described in McPhillips and Walter (2015), referenced below. For full details on methodology, including chloride additions to incubation media, see the additional protocol document included with this repository. 

Column definitions in .csv filesSite- One of the four different stormwater basin sitesTreatment- the concentration of chloride added as NaCl to the denitrification incubation mediaMeasure Location- the location of soil sampling relative to the basin, either Reference or BasinDenit_mgN_kg_hr- Denitrification rate, in mg N/kg/hr, as determined by methodology described in the protocol 

Reference for general DEA method (without chloride additions to soils): McPhillips, L.E. and M.T. Walter. 2015. Hydrologic conditions drive denitrification and greenhouse gas emissions in stormwater detention basins, Ecological Engineering, 85: 67-75, doi:10.1016/j.ecoleng.2015.10.018.
DOI: 10.5281/zenodo.18038705
title: Instagram Advertising Dataset

description: Abstract (our paper)

This study analyzes linguistic features impacting click-through rate (CTR) in Japanese Instagram ads (21,692 ads; July 2021-June 2023, Meta's Marketing API). CTR was computed as link clicks/impressions from Meta's Ads Manager. Using J-LIWC2015, we quantified psycholinguistic dimensions, predominantly in Japanese. Multivariate regression models, controlling for caption length, log-transformed impressions, and product-level fixed effects, identified distinct linguistic patterns predicting CTR by product category. For supplement ads, ``risk'' $(\beta=0.108$ and ``discrepancy'' $(\beta=0.051)$ positively impacted CTR; ``motion'' $(\beta=-0.090)$ and ``negative emotion'' $(\beta=-0.076)$ decreased it. For cosmetic ads, ``see'' $(\beta=0.134)$, ``positive emotion'' $(\beta=0.088)$, and ``motion'' $(\beta=0.046)$ were positive predictors, while ``body'' $(\beta=-0.103)$ and ``negative emotion'' $(\beta=-0.053)$ decreased it. These findings underscore the critical role of linguistic features in enhancing advertising impact when aligned with the psychological needs of target audiences. By leveraging these insights, marketers can develop data-driven communication strategies to optimize engagement on Instagram.

Data

This dataset contains anonymized caption texts, product category labels (supplement or cosmetic), impressions, clicks, and computed CTR values used in the analyses. Brand identifiers and sensitive information have been masked to comply with privacy requirements.

Publication

This data set was created for our study. If you make use of this data set, please cite:Kenjiro Inoue, Mitsuo Yoshida. The impact of linguistic features on CTR in Instagram ads: A study of supplement and cosmetic products. PLOS One. vol.XX, no.XX, eXXXXXXX, XXXX. (accepted)