Write a submission-ready International Journal of Data Science… manuscript: correct structure, abstract, and references from the first draft, so it clears editorial screening.
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Dimitra Pappa
Alina Sîrbu
Matilde Lazzari
Vasiliki Voukelatou
Authored by Sumalatha Gangadhar | Published on 26 August, 2026
Submitting to International Journal of Data Science and Analytics goes smoothly when your draft already matches the journal's own rules. Editors screen new manuscripts against the International Journal of Data Science and Analytics guide for authors before peer review, so formatting, structure, and required statements should be right on the first draft rather than repaired during upload. This template sets that structure up for you.
It is a manuscript shell aligned to International Journal of Data Science and Analytics. It covers front matter, the abstract the journal expects, a body organized to the journal's article types, and a reference list in the journal's required style. Confirm current scope and article types on the International Journal of Data Science and Analytics journal page before you draft.
Prepare the title, authors, affiliations, and ORCID iDs. Write the abstract to the journal's rule and word limit, organize the body to the article type, and apply the required reference style from the first citation. Complete every declaration (ethics, competing interests, funding, data availability) the International Journal of Data Science and Analytics guide for authors lists, and cite figures and tables in order.
The common failure modes are formatting or reference style that does not match the guide for authors, missing required statements, and an incomplete portal checklist. Clear all three against the International Journal of Data Science and Analytics guide for authors before you submit.
The shell mirrors what editorial staff check first: article-type fit, the abstract rules, required declarations, and the journal's reference style. For more detail see the author resources. When your draft is ready, upload it through the journal's submission system.
| Element | International Journal of Data Science… requirement |
|---|---|
| Abstract | Please provide an abstract of 150 to 250 words. The abstract should not contain any undefined abbreviations or unspecified references. The guide does not specify a structured/unstructured format or headings by article type |
| Main text | Organize sections for the chosen article type; no single overall word limit is stated in the accessible guide |
| Declarations | Ethics approval/consent as applicable; competing interests; funding; data availability |
| Figures/tables | Publication-ready; cited in order |
| Supplemental | Upload separately when used |
| Keywords | Please provide 4 to 6 keywords, which can be used for indexing purposes. No MeSH requirement or optional status is stated |
| References | Numbered citation style: reference citations in the text are identified by numbers in square brackets (for example, [3] and [1-3, 7]); the reference list entries are numbered consecutively. DOIs should be included as full DOI links when available |
| Peer review | Peer reviewed; blind model not specified in the official author guidelines |
| Submission | submission.nature.com/new-submission/41060/3 |
Read the International Journal of Data Science and Analytics guide for authors once before drafting and once before upload. Draft the abstract after results are stable. Set the reference style before adding citations. Keep a cover letter that states your contribution and fit to International Journal of Data Science and Analytics in under a page.
Skim two or three recent International Journal of Data Science… papers to calibrate depth and figure style. Make the novelty clear in the first two pages. Deposit data and code when the policy on the International Journal of Data Science and Analytics journal page requires it. Disclose any preprint or conference version with identifiers in the cover letter.
Do one focused pass against the International Journal of Data Science and Analytics guide for authors: scope, length, reference style, required declarations, and figure quality. Then submit through the journal's submission system.