Integrating machine learning into business and management in the age of artificial intelligence (doi:10.7910/DVN/YKAVDV)

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Part 1: Document Description
Part 2: Study Description
Part 3: Data Files Description
Part 4: Variable Description
Part 5: Other Study-Related Materials
Entire Codebook

Document Description
Citation
Title:	Integrating machine learning into business and management in the age of artificial intelligence
Identification Number:	doi:10.7910/DVN/YKAVDV
Distributor:	Harvard Dataverse
Date of Distribution:	2024-12-31
Version:	1
Bibliographic Citation:	Batz, Aglaya, 2024, "Integrating machine learning into business and management in the age of artificial intelligence", https://doi.org/10.7910/DVN/YKAVDV, Harvard Dataverse, V1, UNF:6:Y9X7rBTLw6cN3Of9J+jPUg== [fileUNF]
Study Description
Citation
Title:	Integrating machine learning into business and management in the age of artificial intelligence
Identification Number:	doi:10.7910/DVN/YKAVDV
Authoring Entity:	Batz, Aglaya (Universidad del Rosario)
Distributor:	Harvard Dataverse
Access Authority:	Batz, Aglaya
Depositor:	Batz, Aglaya
Date of Deposit:	2024-12-31
Holdings Information:	https://doi.org/10.7910/DVN/YKAVDV
Study Scope
Keywords:	Business and Management
Abstract:	co-occurrence analysis over 9,399 peer-reviewed documents retrieved from Scopus discussing machine learning in business and management
Methodology and Processing
Sources Statement
Data Access
Other Study Description Materials
File Description--f10799560
File: 2000-2010.tab
	Number of cases: 1674 No. of variables per record: 22 Type of File: text/tab-separated-values
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File Description--f10799565
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File Description--f10799562
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File Description--f10799561
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File Description--f10799563
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	Number of cases: 1430 No. of variables per record: 22 Type of File: text/tab-separated-values
Notes:	UNF:6:ISwJESO5Epv6ElTjFOEfxw==
File Description--f10799564
File: 2022.tab
	Number of cases: 1134 No. of variables per record: 22 Type of File: text/tab-separated-values
Notes:	UNF:6:Y56bYVv0tXwhv9g+V7ubCg==
Variable Description
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Other Study-Related Materials
Label:	Thesaurus-ML.txt
Notes:	text/plain

Document Description

Citation

Title:

Integrating machine learning into business and management in the age of artificial intelligence

Identification Number:

doi:10.7910/DVN/YKAVDV

Distributor:

Harvard Dataverse

Date of Distribution:

2024-12-31

Version:

Bibliographic Citation:

Batz, Aglaya, 2024, "Integrating machine learning into business and management in the age of artificial intelligence", https://doi.org/10.7910/DVN/YKAVDV, Harvard Dataverse, V1, UNF:6:Y9X7rBTLw6cN3Of9J+jPUg== [fileUNF]

Study Description

Citation

Title:

Integrating machine learning into business and management in the age of artificial intelligence

Identification Number:

doi:10.7910/DVN/YKAVDV

Authoring Entity:

Batz, Aglaya (Universidad del Rosario)

Distributor:

Harvard Dataverse

Access Authority:

Batz, Aglaya

Depositor:

Batz, Aglaya

Date of Deposit:

2024-12-31

Holdings Information:

https://doi.org/10.7910/DVN/YKAVDV

Study Scope

Keywords:

Business and Management

Abstract:

co-occurrence analysis over 9,399 peer-reviewed documents retrieved from Scopus discussing machine learning in business and management

Methodology and Processing

Sources Statement

Data Access

Other Study Description Materials

File Description--f10799560

File: 2000-2010.tab

Number of cases: 1674
No. of variables per record: 22
Type of File: text/tab-separated-values

Notes:

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File Description--f10799565

File: 2011-2015.tab

Number of cases: 1800
No. of variables per record: 22
Type of File: text/tab-separated-values

Notes:

UNF:6:CiABdvZ8b4sjGvfdWaPXFw==

File Description--f10799562

File: 2016-2018.tab

Number of cases: 1441
No. of variables per record: 22
Type of File: text/tab-separated-values

Notes:

UNF:6:5LU8Seqr1pl2G/q8XV3YJA==

File Description--f10799561

File: 2019-2020.tab

Number of cases: 1920
No. of variables per record: 22
Type of File: text/tab-separated-values

Notes:

UNF:6:jwqSEY9MGFgPpe5HY/dh6A==

File Description--f10799563

File: 2021.tab

Number of cases: 1430
No. of variables per record: 22
Type of File: text/tab-separated-values

Notes:

UNF:6:ISwJESO5Epv6ElTjFOEfxw==

File Description--f10799564

File: 2022.tab

Number of cases: 1134
No. of variables per record: 22
Type of File: text/tab-separated-values

Notes:

UNF:6:Y56bYVv0tXwhv9g+V7ubCg==

Variable Description

List of Variables:

Authors - Authors
Title - Title
Year - Year
Source title - Source title
Volume - Volume
Issue - Issue
Art. No. - Art. No.
Page start - Page start
Page end - Page end
Page count - Page count
Cited by - Cited by
Link - Link
Affiliations - Affiliations
Authors with affiliations - Authors with affiliations
Abstract - Abstract
Author Keywords - Author Keywords
References - References
Correspondence Address - Correspondence Address
Document Type - Document Type
Publication Stage - Publication Stage
Open Access - Open Access
Source - Source
Authors - Authors
Title - Title
Year - Year
Source title - Source title
Volume - Volume
Issue - Issue
Art. No. - Art. No.
Page start - Page start
Page end - Page end
Page count - Page count
Cited by - Cited by
Link - Link
Affiliations - Affiliations
Authors with affiliations - Authors with affiliations
Abstract - Abstract
Author Keywords - Author Keywords
References - References
Correspondence Address - Correspondence Address
Document Type - Document Type
Publication Stage - Publication Stage
Open Access - Open Access
Source - Source
Authors - Authors
Title - Title
Year - Year
Source title - Source title
Volume - Volume
Issue - Issue
Art. No. - Art. No.
Page start - Page start
Page end - Page end
Page count - Page count
Cited by - Cited by
Link - Link
Affiliations - Affiliations
Authors with affiliations - Authors with affiliations
Abstract - Abstract
Author Keywords - Author Keywords
References - References
Correspondence Address - Correspondence Address
Document Type - Document Type
Publication Stage - Publication Stage
Open Access - Open Access
Source - Source
Authors - Authors
Title - Title
Year - Year
Source title - Source title
Volume - Volume
Issue - Issue
Art. No. - Art. No.
Page start - Page start
Page end - Page end
Page count - Page count
Cited by - Cited by
Link - Link
Affiliations - Affiliations
Authors with affiliations - Authors with affiliations
Abstract - Abstract
Author Keywords - Author Keywords
References - References
Correspondence Address - Correspondence Address
Document Type - Document Type
Publication Stage - Publication Stage
Open Access - Open Access
Source - Source
Authors - Authors
Title - Title
Year - Year
Source title - Source title
Volume - Volume
Issue - Issue
Art. No. - Art. No.
Page start - Page start
Page end - Page end
Page count - Page count
Cited by - Cited by
Link - Link
Affiliations - Affiliations
Authors with affiliations - Authors with affiliations
Abstract - Abstract
Author Keywords - Author Keywords
References - References
Correspondence Address - Correspondence Address
Document Type - Document Type
Publication Stage - Publication Stage
Open Access - Open Access
Source - Source
Authors - Authors
Title - Title
Year - Year
Source title - Source title
Volume - Volume
Issue - Issue
Art. No. - Art. No.
Page start - Page start
Page end - Page end
Page count - Page count
Cited by - Cited by
Link - Link
Affiliations - Affiliations
Authors with affiliations - Authors with affiliations
Abstract - Abstract
Author Keywords - Author Keywords
References - References
Correspondence Address - Correspondence Address
Document Type - Document Type
Publication Stage - Publication Stage
Open Access - Open Access
Source - Source

Variables

Authors

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Variable Format: character

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Title

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Variable Format: character

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Year

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Summary Statistics: StDev 2.825990110657572; Valid 1674.0; Mean 2006.8028673835126; Min. 2000.0; Max. 2010.0;

Variable Format: numeric

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Source title

f10799560 Location:

Variable Format: character

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Volume

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Variable Format: character

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Issue

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Variable Format: character

Notes: UNF:6:OiiiEn6HN4aU+I/Am/g+EQ==

Art. No.

f10799560 Location:

Summary Statistics: Mean 5129896.572164949; StDev 881986.5446529365; Max. 5773869.0; Min. 2.0; Valid 194.0

Variable Format: numeric

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Page end

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Page count

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Summary Statistics: Min. 4.0; Valid 9.0; Max. 25.0; StDev 6.267198558987722; Mean 10.555555555555555

Variable Format: numeric

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Cited by

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Summary Statistics: Max. 1722.0; Mean 33.82223747426242; Valid 1457.0; Min. 1.0; StDev 90.53928386472657

Variable Format: numeric

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Link

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Variable Format: character

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Affiliations

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Authors with affiliations

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Abstract

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Author Keywords

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References

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Correspondence Address

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Document Type

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Publication Stage

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Variable Format: character

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Open Access

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Source

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Variable Format: character

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Authors

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Variable Format: character

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Title

f10799565 Location:

Variable Format: character

Notes: UNF:6:zoKkuhvWe42NZN2F5Omhsg==

Year

f10799565 Location:

Summary Statistics: Max. 2015.0; Valid 1800.0; StDev 1.4329119563657318; Min. 2011.0; Mean 2012.973888888889

Variable Format: numeric

Notes: UNF:6:ivHhogYyXT5zmTK65blesA==

Source title

f10799565 Location:

Variable Format: character

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Volume

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Variable Format: character

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Issue

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Variable Format: character

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Art. No.

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Page count

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Summary Statistics: StDev 7.797435475847172; Max. 18.0; Min. 1.0; Valid 5.0; Mean 6.4

Variable Format: numeric

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Cited by

f10799565 Location:

Summary Statistics: Mean 18.21059516023543; Valid 1529.0; Min. 1.0; StDev 44.285663803980356; Max. 1056.0;

Variable Format: numeric

Notes: UNF:6:m1QL0ZEwjab7/iLSOx3cPQ==

Link

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Variable Format: character

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Affiliations

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Variable Format: character

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Authors with affiliations

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Variable Format: character

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Abstract

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Variable Format: character

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Author Keywords

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Variable Format: character

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References

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Variable Format: character

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Correspondence Address

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Document Type

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Publication Stage

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Open Access

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Source

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Variable Format: character

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Authors

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Variable Format: character

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Title

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Variable Format: character

Notes: UNF:6:Wo8yGdbX1GzpXl80haHwlQ==

Year

f10799562 Location:

Summary Statistics: Min. 2016.0; Mean 2017.1380985426788; Valid 1441.0; StDev 0.8162917464256297; Max. 2018.0

Variable Format: numeric

Notes: UNF:6:GBMEBAtJHOegNathxzF5CQ==

Source title

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Variable Format: character

Notes: UNF:6:NWe/ZyiJDHnWQY8BNZ4NGg==

Volume

f10799562 Location:

Variable Format: character

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Issue

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Variable Format: character

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Art. No.

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Variable Format: character

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Page start

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Variable Format: character

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Page end

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Variable Format: character

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Page count

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Summary Statistics: Mean 10.166666666666666; StDev 6.833518105410251; Valid 12.0; Max. 27.0; Min. 1.0

Variable Format: numeric

Notes: UNF:6:SHaxo8yLrnwC5AzVDy2OLQ==

Cited by

f10799562 Location:

Summary Statistics: Valid 1240.0; Min. 1.0; StDev 40.14919758187941; Mean 18.11693548387096; Max. 575.0;

Variable Format: numeric

Notes: UNF:6:0kXH/H8ifj37LQJ8+C1kMw==

Link

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Variable Format: character

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Affiliations

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Variable Format: character

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Authors with affiliations

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Variable Format: character

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Abstract

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Variable Format: character

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Author Keywords

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Variable Format: character

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References

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Variable Format: character

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Correspondence Address

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Variable Format: character

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Document Type

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Variable Format: character

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Publication Stage

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Variable Format: character

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Open Access

f10799562 Location:

Variable Format: character

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Source

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Variable Format: character

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Authors

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Variable Format: character

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Title

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Variable Format: character

Notes: UNF:6:HV8Qrhj4bBSPvzSgHqXMQA==

Year

f10799561 Location:

Summary Statistics: StDev 0.4968362211792757; Min. 2019.0; Mean 2019.5572916666667; Valid 1920.0; Max. 2020.0

Variable Format: numeric

Notes: UNF:6:eXZHsJG2qHme89I9xiJQIA==

Source title

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Variable Format: character

Notes: UNF:6:sF436SNHPn05IhPI4uu9mw==

Volume

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Variable Format: character

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Issue

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Variable Format: character

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Art. No.

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Variable Format: character

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Variable Format: character

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Page end

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Variable Format: character

Notes: UNF:6:XHkKTjtdatV3GVlEu5/+KQ==

Page count

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Summary Statistics: Valid 4.0; StDev 2.3804761428476167; Mean 9.5; Max. 12.0; Min. 7.0

Variable Format: numeric

Notes: UNF:6:+Dw5lcdIxirehGU9k8anBw==

Cited by

f10799561 Location:

Summary Statistics: Min. 1.0; Max. 227.0; Valid 1582.0; StDev 20.68679325192783; Mean 11.840075853350177

Variable Format: numeric

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Link

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Affiliations

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Authors with affiliations

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Abstract

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Author Keywords

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References

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Correspondence Address

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Document Type

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Publication Stage

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Open Access

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Source

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Authors

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Title

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Variable Format: character

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Year

f10799563 Location:

Summary Statistics: Valid 1430.0; StDev 0.026444294267397164; Mean 2021.0006993006994; Min. 2021.0; Max. 2022.0;

Variable Format: numeric

Notes: UNF:6:K7juqAzSGwz1GaRKle5y2w==

Source title

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Variable Format: character

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Volume

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Variable Format: character

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Issue

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Variable Format: character

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Art. No.

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Variable Format: character

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Page end

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Page count

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Summary Statistics: Min. NaN; Max. NaN; StDev NaN; Mean NaN; Valid 0.0

Variable Format: numeric

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Cited by

f10799563 Location:

Summary Statistics: Min. 1.0; Valid 919.0; StDev 10.05910874792808; Mean 5.665941240478777; Max. 126.0;

Variable Format: numeric

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Link

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Affiliations

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Authors with affiliations

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Abstract

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Author Keywords

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References

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Correspondence Address

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Document Type

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Open Access

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Source

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Authors

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Title

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Variable Format: character

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Year

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Summary Statistics: StDev 0.0; Min. 2022.0; Mean 2022.0; Valid 1134.0; Max. 2022.0;

Variable Format: numeric

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Source title

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Variable Format: character

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Volume

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Summary Statistics: StDev 55.74328001029279; Valid 815.0; Min. 1.0; Mean 52.201226993865035; Max. 314.0;

Variable Format: numeric

Notes: UNF:6:GfgT4l8039m/+lz3Br5Y2g==

Issue

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Variable Format: character

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Art. No.

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Variable Format: character

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Page end

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Page count

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Summary Statistics: StDev NaN; Valid 0.0; Max. NaN; Min. NaN; Mean NaN;

Variable Format: numeric

Notes: UNF:6:/PhdKMCSNzwA2PAsY9vpdQ==

Cited by

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Summary Statistics: Min. 1.0; StDev 2.8714714727291124; Mean 2.628491620111732; Valid 358.0; Max. 20.0

Variable Format: numeric

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Link

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Affiliations

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Authors with affiliations

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Abstract

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Author Keywords

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References

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Correspondence Address

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Document Type

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Publication Stage

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Open Access

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Source

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Other Study-Related Materials

Label:

Thesaurus-ML.txt

Notes:

text/plain