cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30624971
title: Data for "<b>Ecological overlap and divergence in natural and urbanized habitats in two species of sympatric anoles</b>"

description: The habitat of organisms can have a significant impact on an animal’s fitness, and the ability of animals to choose suitable habitats may change with human induced global change. Urbanization in particular has had drastic effects on natural habitats including changes to the physical environment and introduction of nonnative species. Ectotherms are particularly affected by environmental changes which can impact their ability to regulate their body temperature. In this study, we compared habitat preference and the effects of habitat structure in urban and natural environments on thermal preference and thermoregulation in two species of introduced ectotherms, the brown anole, <i>Anolis sagrei</i>, and the bark anole, <i>Anolis distichus</i>. We found evidence of species- and sex-specific differences in habitat use and thermal biology related to environment (i.e. natural vs urban). The urban environment had a higher temperature and fewer available perches than the natural environment. Brown anoles were better at maintaining their preferred body temperature than bark anoles. Bark anoles occupied higher perches than brown anoles, and brown anoles exhibited a greater magnitude of sexual dimorphism in their size, habitat use, and thermal biology. The lower temperature and increased habitat space in natural environments suggests these environments are at risk of invasion by nonnative species as global warming continues, and the superior ability of brown anoles to persist and maintain their body temperatures between habitats may be a reason for their success as an invasive species across the globe.
DOI: 10.6084/m9.figshare.30624971.v1
title: Data for "<b>Ecological overlap and divergence in natural and urbanized habitats in two species of sympatric anoles</b>"

description: The habitat of organisms can have a significant impact on an animal’s fitness, and the ability of animals to choose suitable habitats may change with human induced global change. Urbanization in particular has had drastic effects on natural habitats including changes to the physical environment and introduction of nonnative species. Ectotherms are particularly affected by environmental changes which can impact their ability to regulate their body temperature. In this study, we compared habitat preference and the effects of habitat structure in urban and natural environments on thermal preference and thermoregulation in two species of introduced ectotherms, the brown anole, <i>Anolis sagrei</i>, and the bark anole, <i>Anolis distichus</i>. We found evidence of species- and sex-specific differences in habitat use and thermal biology related to environment (i.e. natural vs urban). The urban environment had a higher temperature and fewer available perches than the natural environment. Brown anoles were better at maintaining their preferred body temperature than bark anoles. Bark anoles occupied higher perches than brown anoles, and brown anoles exhibited a greater magnitude of sexual dimorphism in their size, habitat use, and thermal biology. The lower temperature and increased habitat space in natural environments suggests these environments are at risk of invasion by nonnative species as global warming continues, and the superior ability of brown anoles to persist and maintain their body temperatures between habitats may be a reason for their success as an invasive species across the globe.
DOI: 10.15468/dl.xzmdwf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cottus greenei",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033888-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17612520
title: Flipkart  Review Dataset

description: This Dataset contains information of Products Name, Price, Review, Rate, Summary for the Sentiment Analysis Purpose. The dataset can be used for a variety of application as price prediction, Sentiment Analysis, Auto Ai generated Reviews and market Researches.

This dataset contains total 104 types of different products on flipkart.com. This dataset contains 194276 rows and 5 columns. Using Customer Review or Summary you can use it for sentiment Analysis purpose which give you idea about that product should be purchase or not based on Positive, Negative Reviews. Train your model using Natural Language Processing and you can make Ai applications. Dataset contain .csv file format

You can also learn How to read data using Pandas and Numpy library and learn how to clean the data.Application:

Product reviews and descriptions play a significant role in the e-commerce industry, particularly on platforms like Flipkart. They provide valuable information to potential customers, helping them make informed purchasing decisions. Here are some of the ways that product reviews and descriptions can be used:

Customer Decision-Making: Product reviews and descriptions provide customers with information about the product's features, specifications, and overall quality, allowing them to make an informed decision about whether to purchase it or not.

Product Improvement: Product reviews can be used by the manufacturer or seller to identify areas of improvement. Negative reviews can be used to identify common issues and make changes to the product to better meet customer needs.

Marketing: Product descriptions can be used as part of a product's marketing material, providing customers with more information about the product and helping to increase sales.

Sentiment Analysis: The text of product reviews and descriptions can be analyzed to determine the overall sentiment towards the product, helping manufacturers and sellers understand how customers perceive the product.

Customer Segmentation: Product reviews and descriptions can be used to segment customers based on their preferences and purchasing habits. This information can then be used to target specific groups with personalized marketing efforts.

Customer Feedback: Product reviews and descriptions provide a platform for customers to give feedback about the product. This feedback can then be used to improve the product or address any customer concerns.

Pricing: Product reviews and descriptions can be used to inform pricing decisions. For example, if a product has a high rating and positive reviews, the price may be increased. If a product has a low rating and negative reviews, the price may be decreased.

Overall, product reviews and descriptions play a critical role in the success of e-commerce businesses and can provide valuable insights into customer behavior and preferences.
DOI: 10.5281/zenodo.17612521
title: Flipkart  Review Dataset

description: This Dataset contains information of Products Name, Price, Review, Rate, Summary for the Sentiment Analysis Purpose. The dataset can be used for a variety of application as price prediction, Sentiment Analysis, Auto Ai generated Reviews and market Researches.

This dataset contains total 104 types of different products on flipkart.com. This dataset contains 194276 rows and 5 columns. Using Customer Review or Summary you can use it for sentiment Analysis purpose which give you idea about that product should be purchase or not based on Positive, Negative Reviews. Train your model using Natural Language Processing and you can make Ai applications. Dataset contain .csv file format

You can also learn How to read data using Pandas and Numpy library and learn how to clean the data.Application:

Product reviews and descriptions play a significant role in the e-commerce industry, particularly on platforms like Flipkart. They provide valuable information to potential customers, helping them make informed purchasing decisions. Here are some of the ways that product reviews and descriptions can be used:

Customer Decision-Making: Product reviews and descriptions provide customers with information about the product's features, specifications, and overall quality, allowing them to make an informed decision about whether to purchase it or not.

Product Improvement: Product reviews can be used by the manufacturer or seller to identify areas of improvement. Negative reviews can be used to identify common issues and make changes to the product to better meet customer needs.

Marketing: Product descriptions can be used as part of a product's marketing material, providing customers with more information about the product and helping to increase sales.

Sentiment Analysis: The text of product reviews and descriptions can be analyzed to determine the overall sentiment towards the product, helping manufacturers and sellers understand how customers perceive the product.

Customer Segmentation: Product reviews and descriptions can be used to segment customers based on their preferences and purchasing habits. This information can then be used to target specific groups with personalized marketing efforts.

Customer Feedback: Product reviews and descriptions provide a platform for customers to give feedback about the product. This feedback can then be used to improve the product or address any customer concerns.

Pricing: Product reviews and descriptions can be used to inform pricing decisions. For example, if a product has a high rating and positive reviews, the price may be increased. If a product has a low rating and negative reviews, the price may be decreased.

Overall, product reviews and descriptions play a critical role in the success of e-commerce businesses and can provide valuable insights into customer behavior and preferences.
DOI: 10.15468/dl.fekr3a
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Italy, New Zealand, Australia, Algeria)",
 "TaxonKey is Senecio crassiflorus"
 ]
}

 The dataset includes 45 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033889-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17612485
title: The Self-Regulating Cosmos: A Density-Dependent Creation Framework for Inflation, Structure Formation, and Late-Time Acceleration
DOI: 10.5281/zenodo.17612486
title: The Self-Regulating Cosmos: A Density-Dependent Creation Framework for Inflation, Structure Formation, and Late-Time Acceleration
DOI: 10.5281/zenodo.17612566
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251114t Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251114t Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17612567
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251114t Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251114t Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.18738/t8/rp5j1v
title: Combined ERP Dataset GoNoGo N = 66

description: Combined dataset containing ERP data from multiple research studies. One dataset file contains survey data and ERP data. The other dataset file contains the behavioral data generated from the ERP task. This study was supported in part by a grant from the National Institute on Alcohol Abuse and Alcoholism (NIAAA) of the National Institutes of Health (NIH), award #R15AA026076 (to Natalie Ceballos and Reiko Graham).
DOI: 10.15468/dl.b43qdu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cottus immaculatus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033890-251025141854904/datasets/export for details.
DOI: 10.17898/adp_sjm121_v1/1
title: sjm121_om1_en_v1_r2.txt

description: :unav
DOI: 10.17898/adp_sjm121_v1/2
title: sjm121_p1_sl_v2_r1.tab

description: :unav
DOI: 10.17898/adp_sjm121_v1/3
title: sjm121_rm2_sl_v1_r2.pdf

description: :unav
DOI: 10.17898/adp_sjm121_v1/4
title: sjm121_rm1_sl_v1_r2.pdf

description: :unav
DOI: 10.17898/adp_sjm121_v1/5
title: sjm121_vp1_sl_v1_r4.pdf

description: :unav
DOI: 10.17898/adp_sjm121_v1/6
title: sjm121_p1_sl_v1_r2.tab

description: :unav
DOI: 10.17898/adp_sjm121_v1
title: Slovensko javno mnenje 2012/1

description: Raziskava SJM121 je sestavljena iz treh sklopov: iz Raziskave o nacionalni in mednarodni varnosti, Mednarodne raziskave o družini in spreminjanju spolnih vlog (ISSP 2012) in Primerjalne raziskave volilnih sistemov (CSES 2012). Sklop Raziskave o nacionalni in mednarodni varnosti obravnava teme: ogrožanje varnosti, varnostna kultura, varnostni sistemi Slovenije, mednarodne vojaške operacije in misije, varnostne integracije v Evropi, mednarodni terorizem in vojaški poklic. Sklop Mednarodne raziskave o družini in spreminjanju spolnih vlog (ISSP 2012) obravnava poglede na družino, stališča o vlogi žensk v družini in pri zaposlitvi, skrb za otroke, delitev dela v gospodinjstvu, stališča do spolnih vlog, spolnosti in partnerskih razmerij, poroka, ločitev, homoseksualnost, vprašanja o abortusu. Vprašanja zajemajo tudi stališča o ekologiji in ekološke navade. V sklopu Primerjalne raziskave volilnih sistemov (CSES 2012) je izveden četrti modul CSES, ki izpostavlja tematiko stališč podpore regulaciji družbene neenakosti s strani države in kako se to prepleta z oblikovanjem politične podpore. Slednje je mogoče primerjati tudi z subjektivno oceno stanja in perspektive gospodarstva. Četrti modul vsebuje tudi posebna vprašanja, ki merijo mobilizacijo volivcev prek različnih novih medijev v primerjavi s tradicionalnimi načini. Primerjalne raziskave: SJM032, SJM052, SJM092.
DOI: 10.34740/kaggle/dsv/13735790
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.u8xgtp
title: Occurrence Download

description: A dataset containing 9594 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Carollia perspicillata",
 "Year 1970-2025"
 ]
}

 The dataset includes 9594 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033891-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybb6rc
title: Occurrence Download

description: A dataset containing 1038 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Canis latrans latrans"
 ]
}

 The dataset includes 1038 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033892-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s952jp
title: Occurrence Download

description: A dataset containing 9594 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mesotriton alpestris"
 ]
}

 The dataset includes 9594 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033893-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgg24e
title: Occurrence Download

description: A dataset containing 1411 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus americanus americanus"
 ]
}

 The dataset includes 1411 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033894-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cq2g2
title: Occurrence Download

description: A dataset containing 130229 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-83.46164 39.71932,-82.61213 39.71932,-82.61213 40.37519,-83.46164 40.37519,-83.46164 39.71932))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cardinalis cardinalis",
 "Year 2020-2025"
 ]
}

 The dataset includes 130229 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033875-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9229nj
title: Occurrence Download

description: A dataset listing the 1811 species recorded in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is ef048156-6927-4ebf-a10c-131aa6a17966",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 1811 records were derived from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033886-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mh7p8r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Couesius plumbeus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033895-251025141854904/datasets/export for details.
DOI: 10.15468/dl.qz3jrz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cranoglanis",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033897-251025141854904/datasets/export for details.
DOI: 10.15468/dl.gtkpkx
title: Occurrence Download

description: A dataset containing 3911 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heloderma suspectum"
 ]
}

 The dataset includes 3911 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033896-251025141854904/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.27701493
title: Supporting data for "UV-Induced DNA Repair Mechanisms and Their Effects on Mutagenesis and Culturability in Escherichia coli"

description: Supporting data for "UV-Induced DNA Repair Mechanisms and Their Effects on Mutagenesis and Culturability in Escherichia coli"
DOI: 10.6084/m9.figshare.27701493.v3
title: Supporting data for "UV-Induced DNA Repair Mechanisms and Their Effects on Mutagenesis and Culturability in Escherichia coli"

description: Supporting data for "UV-Induced DNA Repair Mechanisms and Their Effects on Mutagenesis and Culturability in Escherichia coli"
DOI: 10.6084/m9.figshare.27701493.v4
title: Supporting data for "UV-Induced DNA Repair Mechanisms and Their Effects on Mutagenesis and Culturability in Escherichia coli"

description: Supporting data for "UV-Induced DNA Repair Mechanisms and Their Effects on Mutagenesis and Culturability in Escherichia coli"
DOI: 10.15468/dl.bu5846
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenichthys baileyi",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033898-251025141854904/datasets/export for details.
DOI: 10.5281/zenodo.17612598
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251114t Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251114t Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17612599
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS251114t Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS251114t Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.uh4knx
title: Occurrence Download

description: A dataset containing 6928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "HasCoordinate is true",
 "TaxonKey is Fabaceae"
 ]
}

 The dataset includes 6928 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033900-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8fd3w8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crenichthys nevadae",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033901-251025141854904/datasets/export for details.
DOI: 10.3886/e240313v1
title: Building Support for Climate Migrants in Divided Societies: Experimental Evidence from Nigeria's Farmer-Herder Conflict

description: This
study investigates whether climate communication can reshape attitudes toward
farmer-herder conflict in Nigeria. A pre-post survey experiment (n=735) in the
southwest—a region targeted for resettlement of displaced northern
pastoralists—randomly assigned participants to a documentary framing migration
as a consequence of northern desertification or a control group. Results
demonstrate a scalar paradox. The treatment successfully increased
climate-based causal attributions, redistributed blame toward the government,
and boosted support for national-level resettlement policies. However, it
simultaneously reduced support for hosting ranches locally. Qualitative
analysis indicates the intervention reframed local opposition from security
concerns to issues of procedural fairness and territorial appropriation. The
findings suggest that while climate narratives foster abstract solidarity, they
make the costs of implementation more salient, thereby activating localized
resistance. The study highlights a critical policy challenge: effective
communication may widen the gap between national policy acceptance and local
implementation.
DOI: 10.15468/dl.drfr69
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cryptoheros spilurus",
 "HasCoordinate is true",
 "Geometry POLYGON((-78 12, -73 12, -73 0, -78 0, -78 12))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033902-251025141854904/datasets/export for details.