PONE-D-21-09214

Research on the Evolution and Driving Forces of the Manufacturing Industry during the “13th Five-Year Plan” Period in Jiangsu Province of China Based on Natural Language Processing

PLOS ONE

Dear Dr. Fan,

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Kind regards,

Jun Yang

Academic Editor

PLOS ONE

Additional Editor Comments:

Reviewer 1

The research topic is interesting, but I think it falls short of publication standards for the following reasons.

1) Insufficient discussion in the introductory section, insufficient grasp of the frontiers of disciplinary development and the latest literature, and lack of citation of key literature. There is a lack of research review of domestic POI data in China.

2) The references are problematic, and it is suggested that the references should be revised according to a certain standard format. For example, the journal of publication in Ref. 22 is incorrectly labelled; it should be the Journal of Economic Geography, not the Journal of Environmental Science.

3) There is a lack of in-depth discussion of the uncertainty of the data and the errors in the results.

4) The paper uses 5km as the grid unit, which seems too large, and it is suggested that the authors further consider whether it could be made smaller.

5) There are many problems with the English language in the whole paper, and professional revision is recommended.

Reviewer 2

This article studies evolution and driving forces of the manufacturing industry based on A map's point of interest during the “13th Five-Year Plan” Period in Jiangsu Province of China. The article has complete content and accurate data, which could give some inspiration to the layout and optimization of Jiangsu’s manufacturing industry in the future. The specific problems are as follows:

(1) The literature reviews part in the introduction is relatively simple. Authors should review the literatures on the evolution and driving force of manufacturing industry and the application of big data interest points in the research of manufacturing industry.

(2)The selection of driving force index in this article is too simple. In addition to the factors such as the latitude and longitude, the degree of transportation convenience, and the distance from the city boundary, authors need to consider whether there are other important factors that affect the spatial distribution and evolution of manufacturing industry in Jiangsu Province

(3) The deep reasons for the spatial distribution and evolution of the major manufacturing industries in Jiangsu province are needed to be analyzed.

(4) The conclusion is too simple and not comprehensive. In addition, this article needs to summarize the conclusion about the spatial evolution of manufacturing industry.

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Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. Does the manuscript provide a valid rationale for the proposed study, with clearly identified and justified research questions?

The research question outlined is expected to address a valid academic problem or topic and contribute to the base of knowledge in the field.

Reviewer #1: Partly

Reviewer #2: Yes

**********

2. Is the protocol technically sound and planned in a manner that will lead to a meaningful outcome and allow testing the stated hypotheses?

The manuscript should describe the methods in sufficient detail to prevent undisclosed flexibility in the experimental procedure or analysis pipeline, including sufficient outcome-neutral conditions (e.g. necessary controls, absence of floor or ceiling effects) to test the proposed hypotheses and a statistical power analysis where applicable. As there may be aspects of the methodology and analysis which can only be refined once the work is undertaken, authors should outline potential assumptions and explicitly describe what aspects of the proposed analyses, if any, are exploratory.

Reviewer #1: Partly

Reviewer #2: Yes

**********

3. Is the methodology feasible and described in sufficient detail to allow the work to be replicable?

Descriptions of methods and materials in the protocol should be reported in sufficient detail for another researcher to reproduce all experiments and analyses. The protocol should describe the appropriate controls, sample size calculations, and replication needed to ensure that the data are robust and reproducible.

Reviewer #1: Yes

Reviewer #2: Yes

**********

4. Have the authors described where all data underlying the findings will be made available when the study is complete?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception, at the time of publication. The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: No

Reviewer #2: Yes

**********

5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: No

Reviewer #2: Yes

**********

6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above and, if applicable, provide comments about issues authors must address before this protocol can be accepted for publication. You may also include additional comments for the author, including concerns about research or publication ethics.

You may also provide optional suggestions and comments to authors that they might find helpful in planning their study.

(Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: The research topic is interesting, but I think it falls short of publication standards for the following reasons.

1) Insufficient discussion in the introductory section, insufficient grasp of the frontiers of disciplinary development and the latest literature, and lack of citation of key literature. There is a lack of research review of domestic POI data in China.

2) The references are problematic, and it is suggested that the references should be revised according to a certain standard format. For example, the journal of publication in Ref. 22 is incorrectly labelled; it should be the Journal of Economic Geography, not the Journal of Environmental Science.

3) There is a lack of in-depth discussion of the uncertainty of the data and the errors in the results.

4) The paper uses 5km as the grid unit, which seems too large, and it is suggested that the authors further consider whether it could be made smaller.

5) There are many problems with the English language in the whole paper, and professional revision is recommended.

Reviewer #2: This article studies evolution and driving forces of the manufacturing industry based on A map's point of interest during the “13th Five-Year Plan” Period in Jiangsu Province of China. The article has complete content and accurate data, which could give some inspiration to the layout and optimization of Jiangsu’s manufacturing industry in the future. The specific problems are as follows:

(1) The literature reviews part in the introduction is relatively simple. Authors should review the literatures on the evolution and driving force of manufacturing industry and the application of big data interest points in the research of manufacturing industry.

(2)The selection of driving force index in this article is too simple. In addition to the factors such as the latitude and longitude, the degree of transportation convenience, and the distance from the city boundary, authors need to consider whether there are other important factors that affect the spatial distribution and evolution of manufacturing industry in Jiangsu Province

(3) The deep reasons for the spatial distribution and evolution of the major manufacturing industries in Jiangsu province are needed to be analyzed.

(4) The conclusion is too simple and not comprehensive. In addition, this article needs to summarize the conclusion about the spatial evolution of manufacturing industry.

**********

7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: Yes: Xue Bing

Reviewer #2: No

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Research on the Evolution and Driving Forces of the Manufacturing Industry during the “13th Five-Year Plan” Period in Jiangsu Province of China Based on Natural Language Processing

PONE-D-21-09214R1

Dear Dr. Fan,

We’re pleased to inform you that your manuscript has been judged scientifically suitable for publication and will be formally accepted for publication once it meets all outstanding technical requirements.

Within one week, you’ll receive an e-mail detailing the required amendments. When these have been addressed, you’ll receive a formal acceptance letter and your manuscript will be scheduled for publication.

An invoice for payment will follow shortly after the formal acceptance. To ensure an efficient process, please log into Editorial Manager at http://www.editorialmanager.com/pone/, click the 'Update My Information' link at the top of the page, and double check that your user information is up-to-date. If you have any billing related questions, please contact our Author Billing department directly at authorbilling@plos.org.

If your institution or institutions have a press office, please notify them about your upcoming paper to help maximize its impact. If they’ll be preparing press materials, please inform our press team as soon as possible -- no later than 48 hours after receiving the formal acceptance. Your manuscript will remain under strict press embargo until 2 pm Eastern Time on the date of publication. For more information, please contact onepress@plos.org.

Kind regards,

Jun Yang

Academic Editor

PLOS ONE

Additional Editor Comments (optional):

Accept

Reviewers' comments:

Reviewer's Responses to Questions

Comments to the Author

1. Does the manuscript provide a valid rationale for the proposed study, with clearly identified and justified research questions?

The research question outlined is expected to address a valid academic problem or topic and contribute to the base of knowledge in the field.

Reviewer #1: Yes

Reviewer #2: Yes

**********

2. Is the protocol technically sound and planned in a manner that will lead to a meaningful outcome and allow testing the stated hypotheses?

The manuscript should describe the methods in sufficient detail to prevent undisclosed flexibility in the experimental procedure or analysis pipeline, including sufficient outcome-neutral conditions (e.g. necessary controls, absence of floor or ceiling effects) to test the proposed hypotheses and a statistical power analysis where applicable. As there may be aspects of the methodology and analysis which can only be refined once the work is undertaken, authors should outline potential assumptions and explicitly describe what aspects of the proposed analyses, if any, are exploratory.

Reviewer #1: Yes

Reviewer #2: Yes

**********

3. Is the methodology feasible and described in sufficient detail to allow the work to be replicable?

Descriptions of methods and materials in the protocol should be reported in sufficient detail for another researcher to reproduce all experiments and analyses. The protocol should describe the appropriate controls, sample size calculations, and replication needed to ensure that the data are robust and reproducible.

Reviewer #1: Yes

Reviewer #2: Yes

**********

4. Have the authors described where all data underlying the findings will be made available when the study is complete?

The PLOS Data policy requires authors to make all data underlying the findings described in their manuscript fully available without restriction, with rare exception, at the time of publication. The data should be provided as part of the manuscript or its supporting information, or deposited to a public repository. For example, in addition to summary statistics, the data points behind means, medians and variance measures should be available. If there are restrictions on publicly sharing data—e.g. participant privacy or use of data from a third party—those must be specified.

Reviewer #1: Yes

Reviewer #2: Yes

**********

5. Is the manuscript presented in an intelligible fashion and written in standard English?

PLOS ONE does not copyedit accepted manuscripts, so the language in submitted articles must be clear, correct, and unambiguous. Any typographical or grammatical errors should be corrected at revision, so please note any specific errors here.

Reviewer #1: Yes

Reviewer #2: Yes

**********

6. Review Comments to the Author

Please use the space provided to explain your answers to the questions above and, if applicable, provide comments about issues authors must address before this protocol can be accepted for publication. You may also include additional comments for the author, including concerns about research or publication ethics.

You may also provide optional suggestions and comments to authors that they might find helpful in planning their study.

(Please upload your review as an attachment if it exceeds 20,000 characters)

Reviewer #1: the authors have made progressive revisions, there is no further comments from my side, i think it could be accepted after minor revison on grammar mistakes.

Reviewer #2: An interesting and valuable study protocol, I do not have much too many comments about the studies, and the manuscript is suitable for publication.

**********

7. PLOS authors have the option to publish the peer review history of their article (what does this mean?). If published, this will include your full peer review and any attached files.

If you choose “no”, your identity will remain anonymous but your review may still be made public.

Do you want your identity to be public for this peer review? For information about this choice, including consent withdrawal, please see our Privacy Policy.

Reviewer #1: Yes: Bing Xue

Reviewer #2: No