cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bgpc9k
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops senegalensis",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027065-250827131500795/datasets/export for details.
DOI: 10.15468/dl.n87deh
title: Occurrence Download

description: A dataset containing 2402 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is Uruguay"
 ]
 },
 {
 "and" : [
 "GadmGid is one of (URY.8_2)",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d)"
 ]
 }
 ]
}

 The dataset includes 2402 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027066-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d4dx4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((-16.8996 20.2064, -16.9237 20.0599, -16.8618 20.0599, -16.8618 22.7792, -17.2424 22.4474, -17.4477 21.9344, -17.5933 20.7331, -17.3825 20.3945, -16.8996 20.2064))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027070-250827131500795/datasets/export for details.
DOI: 10.15468/dl.u8ym2v
title: Occurrence Download

description: A dataset containing 5559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-118 44,-101 44,-101 55,-118 55,-118 44))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arctostaphylos uva-ursi"
 ]
}

 The dataset includes 5559 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027067-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v75vdv
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ranunculus volkensii",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 75 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027068-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c4j42p
title: Occurrence Download

description: A dataset containing 121478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Xylocopa"
 ]
}

 The dataset includes 121478 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027009-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u5un7y
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Creagrutus xiphos)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027071-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5vgr5e
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene conica",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027072-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p13ttapj
title: Water level data from vertical French drains in South Miami Heights, Florida: August to October 2017 and February 2019 to February 2021

description: In the South Miami Heights area of Miam-Dade County, vertical French drains (VFDs) are drainage structures that collect and promote infiltration of runoff from streets, sidewalks and saturated surfaces. The VFDs consist of a shallow rectangular cement inlet connected to an approximately 9-inch diameter and 7-feet-deep hole. The vertical holes are not filled, they are cut directly into the limestone present a few feet below the topsoil. This data release contains records of water-level measurements from select vertical French drains (VFDs) in a medium-density urban area of Miami-Dade County. Also included are datasets of water-level measurements collected during drain-falling (DFHT) and drain-rising head tests (DRHT) in select VFDs. Data were collected as part of a study to improve understanding of neighborhood scale drainage, runoff, and recharge processes. VFD water-level data were used to evaluate water-level changes in these drains during precipitation events. The DFHT and DRHT data were used to characterize the recharge contributed to the aquifer by the drains. VFD water-level monitoring instrumentation included a non-vented pressure transducer attached to a PVC pipe which was secured by a galvanized steel support bar installed in the inlet of each VFD. For each VFD, the transducers were positioned in the deepest point in the drain. The data were logged continuously at a 15-minute interval. The VFD monitoring sites were serviced on an approximately two-month schedule to (1) collect manual depth-to-water measurements to confirm the accuracy of the pressure transducer readings, (2) download data from the pressure transducers, and (3) ensure the pressure transducers were functioning. The non-vented pressure transducer depth readings were converted to water levels using barometric pressure data and the manual depth-to-water measurements. Depth data recorded by the non-vented pressure transducers were also adjusted for drift based on the manual depth-to-water measurements. From August to October 2017, water level data were collected at 15-minute intervals at VFD sites DV2026 and DV6086. From February 2019 to February 2021, the continuous VFD water-level monitoring was expanded and included sites: DV2026, DV6086, DV1009, DV8046, DV9001, and DV3012. Fourteen DFHT and DRHT tests were conducted in 2020.
DOI: 10.25574/24832
title: Chandra X-ray Observatory ObsId 24832

description: THE TRUE NATURE OF X-RAYS FROM THE ORION TRAPEZIUM
DOI: 10.15468/dl.mm4jvq
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene conica",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 232 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027073-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nh488
title: Occurrence Download

description: A dataset containing 328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Hylodes asper"
 ]
}

 The dataset includes 328 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027075-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g24zv3
title: Occurrence Download

description: A dataset containing 8691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene conica",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8691 records from 256 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027074-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqu2wz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((-16.8783 10.9799, -16.8618 10.97, -16.8618 11.0599, -16.9054 11.0599, -16.8783 10.9799))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027076-250827131500795/datasets/export for details.
DOI: 10.15468/dl.z8zpgf
title: Occurrence Download

description: A dataset containing 4934729 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "GadmGid is one of (COL)",
 "StateProvince is one of (Antioquia)"
 ]
 }
 ]
}

 The dataset includes 4934729 records from 696 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026978-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21233/zbah-gc83
title: Millinocket diatom surface sample dataset

description: Raw data for the Millinocket diatom surface sample dataset submitted to the Neotoma Paleoecology Database. Data is available through the landing page in JSON format. The landing page referenced by the DOI also contains links to publications and a map-based viewer for the dataset. The Neotoma Paleoecology Database maintains a homepage at https://www.neotomadb.org.
DOI: 10.15468/dl.56aeuy
title: Occurrence Download

description: A dataset containing 555 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalictrum rhynchocarpum",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 555 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027078-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17053541
title: Amazon Reviews for Computer Accessories: A Curated Dataset for Sentiment Analysis

description: Dataset Name: [Customer Product Review] Amazon Reviews for Computer Accessories: A Curated Dataset for Sentiment Analysis (2021-Present)Description:This dataset contains a curated collection of user reviews for computer accessories scraped from Amazon. It was specifically assembled for the development and evaluation of machine learning and deep learning models for sentiment analysis tasks. The data provides insights into contemporary customer opinions, preferences, and complaints within the technology product sector.The collection process utilized web scraping techniques with Beautiful Soup to gather reviews posted from 2021 onward, ensuring the data reflects recent market trends and user language. After an extensive data cleaning and deduplication process, the final dataset comprises 29,755 unique review entries.Each entry includes key metadata such as the review text, star rating, reviewer information, and other relevant details, making it a valuable resource for natural language processing (NLP) research.This dataset was used in a comparative study that implemented and evaluated a range of sentiment classification models, including:•    Deep Learning Models: Convolutional Neural Networks (CNNs) and Bidirectional Encoder Representations from Transformers (BERT).•    Traditional Machine Learning Models: Support Vector Machines (SVM) and Logistic Regression.•    Explainable AI (XAI): The study also employed LIME (Local Interpretable Model-agnostic Explanations) to interpret model predictions and enhance transparency.The results demonstrated the superior performance of the BERT model, achieving an accuracy of 86.01% and a balanced F1-score of 88%, establishing it as a robust choice for understanding sentiment in customer feedback.Potential Research Applications:•    Sentiment Analysis and Opinion Mining•    Comparative Analysis of NLP Models (Traditional ML vs. Deep Learning)•    Explainable AI (XAI) in NLP•    Customer Behavior and Market Trend Analysis•    Benchmarking for New Classification Algorithms

Author: MD Abdullah Al Symum; Rafiatul Zannah; Subarna Yeasmin Sheemu;Affiliation: Department of Computer Science and Engineering, Brac University, Dhaka, Bangladesh;Correspondence: symumsani08@gmail.com; rafiazannah15@gmail.com;subarna.yeasmin.sheemu@g.bracu.ac.bd; 

Paper DOI: https://doi.org/10.1109/ICCIT60459.2023.10441344

Paper Link: https://ieeexplore.ieee.org/document/11022600
DOI: 10.5281/zenodo.17053540
title: Amazon Reviews for Computer Accessories: A Curated Dataset for Sentiment Analysis

description: Dataset Name: [Customer Product Review] Amazon Reviews for Computer Accessories: A Curated Dataset for Sentiment Analysis (2021-Present)Description:This dataset contains a curated collection of user reviews for computer accessories scraped from Amazon. It was specifically assembled for the development and evaluation of machine learning and deep learning models for sentiment analysis tasks. The data provides insights into contemporary customer opinions, preferences, and complaints within the technology product sector.The collection process utilized web scraping techniques with Beautiful Soup to gather reviews posted from 2021 onward, ensuring the data reflects recent market trends and user language. After an extensive data cleaning and deduplication process, the final dataset comprises 29,755 unique review entries.Each entry includes key metadata such as the review text, star rating, reviewer information, and other relevant details, making it a valuable resource for natural language processing (NLP) research.This dataset was used in a comparative study that implemented and evaluated a range of sentiment classification models, including:•    Deep Learning Models: Convolutional Neural Networks (CNNs) and Bidirectional Encoder Representations from Transformers (BERT).•    Traditional Machine Learning Models: Support Vector Machines (SVM) and Logistic Regression.•    Explainable AI (XAI): The study also employed LIME (Local Interpretable Model-agnostic Explanations) to interpret model predictions and enhance transparency.The results demonstrated the superior performance of the BERT model, achieving an accuracy of 86.01% and a balanced F1-score of 88%, establishing it as a robust choice for understanding sentiment in customer feedback.Potential Research Applications:•    Sentiment Analysis and Opinion Mining•    Comparative Analysis of NLP Models (Traditional ML vs. Deep Learning)•    Explainable AI (XAI) in NLP•    Customer Behavior and Market Trend Analysis•    Benchmarking for New Classification Algorithms

Author: MD Abdullah Al Symum; Rafiatul Zannah; Subarna Yeasmin Sheemu;Affiliation: Department of Computer Science and Engineering, Brac University, Dhaka, Bangladesh;Correspondence: symumsani08@gmail.com; rafiazannah15@gmail.com;subarna.yeasmin.sheemu@g.bracu.ac.bd; 

Paper DOI: https://doi.org/10.1109/ICCIT60459.2023.10441344

Paper Link: https://ieeexplore.ieee.org/document/11022600
DOI: 10.15468/dl.z2zhkr
title: Occurrence Download

description: A dataset containing 41076 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zosterops",
 "Country is one of (Myanmar, Thailand, Lao People’s Democratic Republic, Cambodia, Viet Nam, Malaysia)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41076 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027077-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.39sdfj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene conica",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027079-250827131500795/datasets/export for details.
DOI: 10.15468/dl.3fun6m
title: Occurrence Download

description: A dataset containing 105 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene conica",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 105 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027082-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwqkfq
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trachelyopterichthys anduzei)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027080-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u2jb2q
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene conica",
 "Country is Latvia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027081-250827131500795/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12962782
title: Daftar Pengadilan Indonesia
DOI: 10.15468/dl.2r2uyt
title: Occurrence Download

description: A dataset containing 889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((55.6087 -21.8876, 56.1388 -21.7124, 56.3374 -21.1838, 56.0195 -20.5719, 55.451 -20.3718, 55.1382 -20.4922, 55.1382 -21.6954, 55.6087 -21.8876))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 889 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027083-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tx5by
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Caylusea abyssinica",
 "Geometry POLYGON ((-17.62504 -34.81917, 51.13387 -34.81917, 51.13387 37.34999, -17.62504 37.34999, -17.62504 -34.81917))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 113 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027084-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xz5rsp
title: Occurrence Download

description: A dataset containing 55867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Malacosoma"
 ]
}

 The dataset includes 55867 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027041-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.czhaa5
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene conica",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 40 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027087-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tetnjb
title: Occurrence Download

description: A dataset containing 779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene conica",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 779 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027086-250827131500795/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/12962796
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ug9yff
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene conica",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027089-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8j8u4
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibia",
 "Geometry POLYGON ((58.3101 -20.2751, 58.2432 -19.5708, 57.8054 -19.3157, 57.2737 -19.5421, 56.8082 -20.4638, 57.1232 -20.9316, 57.7947 -20.9681, 58.1423 -20.734, 58.3101 -20.2751))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)"
 ]
}

 The dataset includes 185 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027090-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.