Academic Publications Metrics From ACM, IEEE, Etc by Kaggle | Academic Research

About this Dataset

Academic Publications Metrics From ACM, IEEE, Etc

Academic Publications Metrics from ACM, IEEE, etc

Uncovering Interconnectivity of Knowledge Disciplines

About this dataset

This comprehensive dataset spans across three major scientific databases: The ACM Digital Library (ACM), the IEEE Xplore Digital Library (IEEE), and the ScienceDirect Global Database (ScDir). This expansive collection of academic publications provides invaluable insights into knowledge disciplines, including a vast array of data such as title, authors_name, auths_institution, auths_per_institution, abstract, location, pub_date, citation_nbres download_nbres and dio. With this extensive metadata set resulting from extensive research examining interconnectivity of knowledge disciplines across all three databases combined, valuable insights will be gained in pattern recognition with regard to citation dynamics and publication analytics. Furthermore it also produces easily accessible records for researchers providing various fields such as document title; authors; author affiliations; universities associated with authors; publication year; DOI number; publisher information ; abstract summary ; ISSN/ISBNs numbers identification for copyright protection that enable more informed decisions when researching. Additionally its evidence-backed metrics on downloads , citations , patents citations counts along with dates added to Xplore obtained from reliable sources allows deeper understanding in differentiating the impact the publications have made on the world today. Finally this dataset also has recognizable financial support information which is one of main source driving technological innovations and inventions today – at absolutely no cost!

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Columns

File: Acm.csv

Column name	Description
title	The title of the publication. (String)
authors_name	The name of the authors of the publication. (String)
auths_institution	The institution of the authors of the publication. (String)
auths_per_institution	The number of authors per institution. (Integer)
abstract	The abstract of the publication. (String)
location	The location of the publication. (String)
pub_date	The date of the publication. (Date)
citation_nbres	The number of citations of the publication. (Integer)
download_nbres	The number of downloads of the publication. (Integer)
dio	The Digital Object Identifier (DOI) of the publication. (String)

File: Acm_Finale_Data.csv

Column name	Description
Document Title	The title of the document. (String)
Authors	The authors of the document. (String)
Universities	The universities associated with the authors. (String)
Author Affiliations	The affiliations of the authors. (String)
Publication Year	The year the document was published. (Integer)
Citation	The number of citations the document has received. (Integer)
DOI	The Digital Object Identifier of the document. (String)
Publisher	The publisher of the document. (String)

File: IEEE_Finale_Data.csv

Column name	Description
Document Title	The title of the document. (String)
Authors	The authors of the document. (String)
Author Affiliations	The affiliations of the authors. (String)
Universities	The universities associated with the authors. (String)
Publication Year	The year the document was published. (Integer)
DOI	The Digital Object Identifier of the document. (String)
Publisher	The publisher of the document. (String)
Citation	The number of citations the document has received. (Integer)

File: final_data.csv

Column name	Description
Document Title	The title of the document. (String)
Authors	The authors of the document. (String)
Author Affiliations	The affiliations of the authors. (String)
Universities	The universities associated with the authors. (String)
Publication Year	The year the document was published. (Integer)
DOI	The Digital Object Identifier of the document. (String)
Publisher	The publisher of the document. (String)
Abstract	A summary of the document. (String)
ISSN	The International Standard Serial Number of the document. (String)
ISBNs	The International Standard Book Number of the document. (String)
Article Citation Count	The number of times the document has been cited in other documents. (Integer)
Patent Citation Count	The number of times the document has been cited in patents. (Integer)

File: final_data_2.csv

Column name	Description
Document Title	The title of the document. (String)
Authors	The authors of the document. (String)
Author Affiliations	The affiliations of the authors. (String)
Universities	The universities associated with the authors. (String)
Publication Year	The year the document was published. (Integer)
Abstract	A summary of the document. (String)
ISSN	The International Standard Serial Number of the document. (String)
ISBNs	The International Standard Book Number of the document. (String)
DOI	The Digital Object Identifier of the document. (String)
Article Citation Count	The number of times the document has been cited in other documents. (Integer)
Patent Citation Count	The number of times the document has been cited in patents. (Integer)
Publisher	The publisher of the document. (String)

File: ieee.csv

Column name	Description
Authors	The authors of the document. (String)
ISBNs	The International Standard Book Number of the document. (String)
Article Citation Count	The number of times the document has been cited in other documents. (Integer)
Patent Citation Count	The number of times the document has been cited in patents. (Integer)
Date Added To Xplore	The date the document was added to the Xplore database. (Date)
Funding Information	Information about the funding of the document. (String)
PDF Link	A link to the PDF version of the document. (String)

File: ScDir_Finale_Data.csv

Column name	Description
Document Title	The title of the document. (String)
Authors	The authors of the document. (String)
Author Affiliations	The affiliations of the authors. (String)
Universities	The universities associated with the authors. (String)
Publication Year	The year the document was published. (Integer)
DOI	The Digital Object Identifier of the document. (String)
Publisher	The publisher of the document. (String)
Citations	The number of citations the document has received. (Integer)

File: clean_data_1.csv

Column name	Description
Document Title	The title of the document. (String)
Authors	The authors of the document. (String)
Author Affiliations	The affiliations of the authors. (String)
Publication Year	The year the document was published. (Integer)
Citations	The number of citations the document has received. (Integer)
DOI	The Digital Object Identifier of the document. (String)
Publisher	The publisher of the document. (String)
Downloads	The number of times the document has been downloaded. (Integer)

File: clean_data_2.csv

Column name	Description
Document Title	The title of the document. (String)
Authors	The authors of the document. (String)
Author Affiliations	The affiliations of the authors. (String)
Publication Year	The year the document was published. (Integer)
Downloads	The number of times the document has been downloaded. (Integer)
Citations	The number of citations the document has received. (Integer)
DOI	The Digital Object Identifier of the document. (String)
Publisher	The publisher of the document. (String)

Research Ideas

Analysis of the spread of knowledge across geographical and academic boundaries. By looking at where the authors are from, their institutions, and the locations of their publication, it will be possible to understand how knowledge is spread and shared overseas.

Visualization of the impact rankings for different academic disciplines or institutions. By analyzing author names/affiliations, download numbers, citations numbers and other metrics, it will be possible to create visualizations that compare institutions or fields in terms of overall impact on publications in each field or institutionally-based influence on publications in other fields.

Prediction models that use funding information to predict citation counts or vice versa - determining whether certain amounts correlated with higher levels of citation counts for certain documents/authors/institutions etc.. This could provide valuable insights into how research can maximize its output and influence given limited resources available

Acknowledgements

If you use this dataset in your research, please credit the original authors.
Data Source

License

License: CC0 1.0 Universal (CC0 1.0) - Public Domain Dedication
No Copyright - You can copy, modify, distribute and perform the work, even for commercial purposes, all without asking permission. See Other Information.

Acknowledgements

If you use this dataset in your research, please credit the original authors.
If you use this dataset in your research, please credit .

Tables

Acm

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.acm

538.61 KB
870 rows
10 columns


CREATE TABLE acm (
  "title" VARCHAR,
  "authors_name" VARCHAR,
  "auths_institution" VARCHAR,
  "auths_per_institution" VARCHAR,
  "abstract" VARCHAR,
  "location" VARCHAR,
  "pub_date" VARCHAR,
  "citation_nbres" BIGINT,
  "download_nbres" BIGINT,
  "dio" VARCHAR
);

Acm Finale Data

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.acm_finale_data

88.15 KB
870 rows
9 columns


CREATE TABLE acm_finale_data (
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "universities" VARCHAR,
  "author_affiliations" VARCHAR,
  "publication_year" BIGINT,
  "citation" BIGINT,
  "doi" VARCHAR,
  "publisher" VARCHAR
);

Clean Data 1

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.clean_data_1

648.92 KB
72423 rows
9 columns


CREATE TABLE clean_data_1 (
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "publication_year" VARCHAR,
  "downloads" DOUBLE,
  "citations" DOUBLE,
  "doi" VARCHAR,
  "publisher" VARCHAR
);

Clean Data 2

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.clean_data_2

156.34 KB
598 rows
10 columns


CREATE TABLE clean_data_2 (
  "unnamed_0_1" BIGINT,
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "publication_year" VARCHAR,
  "downloads" DOUBLE,
  "citations" DOUBLE,
  "doi" VARCHAR,
  "publisher" VARCHAR
);

Clean Data 3

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.clean_data_3

107.25 KB
1123 rows
10 columns


CREATE TABLE clean_data_3 (
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "universities" VARCHAR,
  "publication_year" VARCHAR,
  "downloads" DOUBLE,
  "citations" DOUBLE,
  "doi" VARCHAR,
  "publisher" VARCHAR
);

Clean Data 4

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.clean_data_4

109.53 KB
1123 rows
11 columns


CREATE TABLE clean_data_4 (
  "unnamed_0_2" BIGINT,
  "unnamed_0_1" BIGINT,
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "universities" VARCHAR,
  "publication_year" BIGINT,
  "citations" DOUBLE,
  "doi" VARCHAR,
  "publisher" VARCHAR
);

Clean Data 5

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.clean_data_5

109.53 KB
1123 rows
11 columns


CREATE TABLE clean_data_5 (
  "unnamed_0_2" BIGINT,
  "unnamed_0_1" BIGINT,
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "universities" VARCHAR,
  "publication_year" BIGINT,
  "citations" DOUBLE,
  "doi" VARCHAR,
  "publisher" VARCHAR
);

Final Data

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.final_data

427.1 KB
1000 rows
13 columns


CREATE TABLE final_data (
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "universities" VARCHAR,
  "publication_year" DOUBLE,
  "abstract" VARCHAR,
  "issn" VARCHAR,
  "isbns" VARCHAR,
  "doi" VARCHAR,
  "article_citation_count" DOUBLE,
  "patent_citation_count" VARCHAR,
  "publisher" VARCHAR
);

Final Data 2

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.final_data_2

432.91 KB
1000 rows
14 columns


CREATE TABLE final_data_2 (
  "unnamed_0_1" BIGINT,
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "universities" VARCHAR,
  "publication_year" DOUBLE,
  "abstract" VARCHAR,
  "issn" VARCHAR,
  "isbns" VARCHAR,
  "doi" VARCHAR,
  "article_citation_count" DOUBLE,
  "patent_citation_count" VARCHAR,
  "publisher" VARCHAR
);

Ieee

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.ieee

557.11 KB
485 rows
30 columns


CREATE TABLE ieee (
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "publication_title" VARCHAR,
  "date_added_to_xplore" VARCHAR,
  "publication_year" BIGINT,
  "volume" VARCHAR,
  "issue" BIGINT,
  "start_page" BIGINT,
  "end_page" BIGINT,
  "abstract" VARCHAR,
  "issn" VARCHAR,
  "isbns" VARCHAR,
  "doi" VARCHAR,
  "funding_information" VARCHAR,
  "pdf_link" VARCHAR,
  "author_keywords" VARCHAR,
  "ieee_terms" VARCHAR,
  "inspec_controlled_terms" VARCHAR,
  "inspec_non_controlled_terms" VARCHAR,
  "mesh_terms" VARCHAR,
  "article_citation_count" DOUBLE,
  "patent_citation_count" VARCHAR,
  "reference_count" VARCHAR,
  "license" VARCHAR,
  "online_date" VARCHAR,
  "issue_date" VARCHAR,
  "meeting_date" VARCHAR,
  "publisher" VARCHAR,
  "document_identifier" VARCHAR
);

Ieee Finale Data

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.ieee_finale_data

83.81 KB
1000 rows
11 columns


CREATE TABLE ieee_finale_data (
  "unnamed_0_2" BIGINT,
  "unnamed_0_1" BIGINT,
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "universities" VARCHAR,
  "publication_year" DOUBLE,
  "doi" VARCHAR,
  "publisher" VARCHAR,
  "citation" DOUBLE
);

Output Data

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.output_data

644.73 KB
72422 rows
7 columns


CREATE TABLE output_data (
  "unnamed_0" BIGINT,
  "titre" VARCHAR,
  "date" VARCHAR,
  "downloads" BIGINT,
  "citations" BIGINT,
  "authors" VARCHAR,
  "article_link" VARCHAR
);

Scdir Finale Data

@kaggle.thedevastator_academic_publications_metrics_from_acm_ieee_and.scdir_finale_data

109.53 KB
1123 rows
11 columns


CREATE TABLE scdir_finale_data (
  "unnamed_0_2" BIGINT,
  "unnamed_0_1" BIGINT,
  "unnamed_0" BIGINT,
  "document_title" VARCHAR,
  "authors" VARCHAR,
  "author_affiliations" VARCHAR,
  "universities" VARCHAR,
  "publication_year" BIGINT,
  "citations" DOUBLE,
  "doi" VARCHAR,
  "publisher" VARCHAR
);