cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.tr3yyz
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Enteromius lornae)",
 "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 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017990-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahm6hf
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cryptocoryne bogneri"
 ]
}

 The dataset's 1 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017976-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6k8h7t
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017991-250802193616735/datasets/export for details.
DOI: 10.15468/dl.pyzd3y
title: Occurrence Download

description: A dataset containing 322 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sieruela rutidosperma",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 322 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017992-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vpe9s
title: Occurrence Download

description: A dataset listing the 14 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus hispida"
 ]
}

 The dataset's 14 records were derived from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017982-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ehuzby
title: Occurrence Download

description: A dataset containing 14775 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Fraxinus americana)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14775 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017993-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.34ahgc
title: Occurrence Download

description: A dataset containing 354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pachycephala arctitorquis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 354 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017994-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m6hwcz
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physiculus jordani"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017995-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjcdut
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Baiomys musculus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017997-250802193616735/datasets/export for details.
DOI: 10.15468/dl.wgnm33
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Baiomys musculus)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017996-250802193616735/datasets/export for details.
DOI: 10.15468/dl.3t5s4q
title: Occurrence Download

description: A dataset containing 379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Baiomys musculus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 379 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017998-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.deum6s
title: Occurrence Download

description: A dataset listing the 4049559 species recorded in GBIF matching the query:
{
 "OccurrenceStatus" : [
 "is Present"
 ]
}

 The dataset's 4049559 records were derived from 75088 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017973-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16750119
title: Usability and Learning Impact Comparison of DeepSeek AI and Other Generative AI Tools among University Students
title: Impact of AI tools on Learning: A Comparison between DeepSeek and Other AI Tools

description:  

Dataset

 

Title:    : " Usability and Learning Impact Comparison of DeepSeek AI and Other Generative AI Tools among University Students "

subtitle :  " Impact of AI tools on Learning: A Comparison between DeepSeek and Other AI Tools"

 

Authors:

- Anwar Ali Sathio¹²* [ORCID: https://orcid.org/0000-0001-5059-0166]

- Mehboob Ali Naper¹

 

 

¹ Benazir Bhutto Shaheed University, Karachi, Sindh, Pakistan  

² Sindh Madressatul Islam University, Karachi, Sindh, Pakistan  

*Corresponding author: anwar.sathio@bbsul.edu.pk

 

 

## 📝 Description

 

This dataset contains responses from **  710 university students   ** on the usability, engagement, affordability, and ethical perception of **  DeepSeek AI ** compared to other generative AI tools such as **ChatGPT, Gemini (Bard), Claude, and GitHub Copilot**. The survey investigates how DeepSeek supports learning, creativity, academic performance, and ethical considerations in higher education.

 

---

 

## 📂 Files Included

 

- `Dataset-deepseek.csv`: Raw responses (N=710)

- `README.md`: Dataset overview and metadata

 

---

 

## 📊 Variables

 

| Column | Description |

|-------- |-------------|

| `Timestamp` | Date/time of survey submission |

| `What is your age?` | Respondent’s age (18–35 range) |

| `What is your gender?` | Male / Female / Prefer not to say |

| `What is your academic level?` | Bachelor's, Master's, MPhil/PhD |

| `Department/Field` | Department or discipline of study |

| Usage frequency & time | Frequency and session duration for DeepSeek vs other AI tools |

| 20+ Likert-scale questions | Comparison of DeepSeek vs other AI tools in terms of:

 

- learning enhancement

- creativity support

- ethical awareness

- affordability

- usability

- critical thinking support

 

 

## 📐 Methodology

 

- **Data Collection Method**: Structured Google Form survey  

- **Participants**: University students from computing, business, and allied disciplines  

- **Sample Size**: 710 valid responses  

- **Collection Period**: Q2–Q3 2025  

- **Response Type**: Closed-ended Likert scale (5-point), demographics, usage patterns

 

---

 

## ⚖️ License

 

This dataset is made available under the **Creative Commons Attribution 4.0 International (CC BY 4.0)** license.  

You are free to use, share, and adapt the material with appropriate credit.

 

---

 

## 🔢 Suggested Citation (APA)

 

Sathio, Anwar Ali, & Naper, Mehboob Ali (2025). *Usability and Learning Impact Comparison of DeepSeek AI and Other Generative AI Tools among University Students* [Data set]. Zenodo. https://doi.org/10.5281/zenodo.xxxxxxx

 

(*Replace with DOI after uploading to Zenodo*)

 

---

 

## 📬 Contact

 

Anwar Ali Sathio – anwar.sathio@bbsul.edu.pk
DOI: 10.5281/zenodo.16750118
title: Usability and Learning Impact Comparison of DeepSeek AI and Other Generative AI Tools among University Students
title: Impact of AI tools on Learning: A Comparison between DeepSeek and Other AI Tools

description:  

Dataset

 

Title:    : " Usability and Learning Impact Comparison of DeepSeek AI and Other Generative AI Tools among University Students "

subtitle :  " Impact of AI tools on Learning: A Comparison between DeepSeek and Other AI Tools"

 

Authors:

- Anwar Ali Sathio¹²* [ORCID: https://orcid.org/0000-0001-5059-0166]

- Mehboob Ali Naper¹

 

 

¹ Benazir Bhutto Shaheed University, Karachi, Sindh, Pakistan  

² Sindh Madressatul Islam University, Karachi, Sindh, Pakistan  

*Corresponding author: anwar.sathio@bbsul.edu.pk

 

 

## 📝 Description

 

This dataset contains responses from **  710 university students   ** on the usability, engagement, affordability, and ethical perception of **  DeepSeek AI ** compared to other generative AI tools such as **ChatGPT, Gemini (Bard), Claude, and GitHub Copilot**. The survey investigates how DeepSeek supports learning, creativity, academic performance, and ethical considerations in higher education.

 

---

 

## 📂 Files Included

 

- `Dataset-deepseek.csv`: Raw responses (N=710)

- `README.md`: Dataset overview and metadata

 

---

 

## 📊 Variables

 

| Column | Description |

|-------- |-------------|

| `Timestamp` | Date/time of survey submission |

| `What is your age?` | Respondent’s age (18–35 range) |

| `What is your gender?` | Male / Female / Prefer not to say |

| `What is your academic level?` | Bachelor's, Master's, MPhil/PhD |

| `Department/Field` | Department or discipline of study |

| Usage frequency & time | Frequency and session duration for DeepSeek vs other AI tools |

| 20+ Likert-scale questions | Comparison of DeepSeek vs other AI tools in terms of:

 

- learning enhancement

- creativity support

- ethical awareness

- affordability

- usability

- critical thinking support

 

 

## 📐 Methodology

 

- **Data Collection Method**: Structured Google Form survey  

- **Participants**: University students from computing, business, and allied disciplines  

- **Sample Size**: 710 valid responses  

- **Collection Period**: Q2–Q3 2025  

- **Response Type**: Closed-ended Likert scale (5-point), demographics, usage patterns

 

---

 

## ⚖️ License

 

This dataset is made available under the **Creative Commons Attribution 4.0 International (CC BY 4.0)** license.  

You are free to use, share, and adapt the material with appropriate credit.

 

---

 

## 🔢 Suggested Citation (APA)

 

Sathio, Anwar Ali, & Naper, Mehboob Ali (2025). *Usability and Learning Impact Comparison of DeepSeek AI and Other Generative AI Tools among University Students* [Data set]. Zenodo. https://doi.org/10.5281/zenodo.xxxxxxx

 

(*Replace with DOI after uploading to Zenodo*)

 

---

 

## 📬 Contact

 

Anwar Ali Sathio – anwar.sathio@bbsul.edu.pk
DOI: 10.15468/dl.87gf6h
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pachycephala aurea)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017999-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r2k386
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gyrinops walla"
 ]
}

 The dataset includes 158 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018002-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buphuf
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sieruela rutidosperma",
 "Country is Panama",
 "HasCoordinate is true"
 ]
}

 The dataset includes 27 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018003-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy2wtg
title: Occurrence Download

description: A dataset containing 915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pachycephala caledonica)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 915 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018000-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afhr7z
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Cryptocoryne bogneri"
 ]
}

 The dataset includes 8 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018004-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqvcuv
title: Occurrence Download

description: A dataset containing 153 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Thoburnia rhothoeca)",
 "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 153 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018005-250802193616735/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.29833877.v1
title: formal language book Anonymous.pdf

description: The Metaphysical Language of the Metaphysical; MetaMould, introduces a graph-theoretic language for cognition, modeling intelligence as the stabilization of structure prior to symbol. Built on a dual-space system—Conceptual Space and Structural Space—it encodes experience using minimal topological primitives: Dot, Line, and Plane. These elements form MetaMoulds, recursive graph units that filter raw perception into meaning before categorization. A ternary operand logic—Being, Belonging, Becoming—guides the unfolding of awareness and abstraction, echoing infant development. Unlike statistical AI, MetaMould offers interpretable, structure-first computation, enabling cross-domain generalization without supervised labels. By grounding cognition in form rather than data, it establishes a scalable, unsupervised framework for AGI that integrates language, space, and reasoning through a shared grammar of structural emergence.
DOI: 10.6084/m9.figshare.29833877
title: formal language book Anonymous.pdf

description: The Metaphysical Language of the Metaphysical; MetaMould, introduces a graph-theoretic language for cognition, modeling intelligence as the stabilization of structure prior to symbol. Built on a dual-space system—Conceptual Space and Structural Space—it encodes experience using minimal topological primitives: Dot, Line, and Plane. These elements form MetaMoulds, recursive graph units that filter raw perception into meaning before categorization. A ternary operand logic—Being, Belonging, Becoming—guides the unfolding of awareness and abstraction, echoing infant development. Unlike statistical AI, MetaMould offers interpretable, structure-first computation, enabling cross-domain generalization without supervised labels. By grounding cognition in form rather than data, it establishes a scalable, unsupervised framework for AGI that integrates language, space, and reasoning through a shared grammar of structural emergence.
DOI: 10.15468/dl.nnm8ez
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sieruela rutidosperma",
 "Country is Saint Vincent and the Grenadines",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018006-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6223y
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAZ7890"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018011-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw8rwp
title: Occurrence Download

description: A dataset containing 6489 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pachycephala cinerea)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 6489 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018010-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxq6cm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Baiomys musculus)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018012-250802193616735/datasets/export for details.
DOI: 10.15468/dl.awbu5f
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Baiomys musculus)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018013-250802193616735/datasets/export for details.