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Annals of Data Science

Springer Science and Business Media Deutschland GmbH · Germany · Est. 2014

ISSN2198-5812
SJR Q1✓ Scopus / SJR
Journal Impact Factor
Not on record at PubScope. The Journal Impact Factor is published by Clarivate for Web of Science (JCR)–indexed journals. If this journal has one, it appears on the journal’s page ↗
📊 Standing in its field
Where this journal ranks among others in the same subject area.
Q1
SJR · Scopus
Top 25% in field
Clarivate’s JCR quartile is a separate ranking and may differ
SJR Scorei
0.866
H-Indexi
44
SNIPi
1.859
Total Worksi
666
Total Citationsi
11,462
2yr Mean Citednessi
1.91
Open Impact Factor alternative
Retractions
1
Source: Retraction Watch

Aims & Scope

Annals of Data Science is a scholarly journal focusing on Big Data analytics and applications. Publishes a broad range of research findings, experimental results, and case studies in data science. Promotes interdisciplinary techniques, including statistics, artificial intelligence, and optimization for Big Data processing and data mining. Encourages application of knowledge derived from Big Data in real-life scenarios such as finance, healthcare, climate changes, etc. Focuses on heterogeneous data analysis, data modeling, and data mining

General Information

Country / RegionGermany
Primary Language—
1st Year Published2014
FrequencyQuarterly
StatusActive (last: 2026)
Total Publications666
Publisher OrgSpringer Science+Business Media
Visit Journal Website

Submission Info

Peer Review—
OA License—
OA Rate—

Ethics & Quality

COPE Member✗ No
OASPA Member✗ No
Not on Predatory Lists✓ Yes

Think.Check.Submit Compliance

5/11 · 45%
✅
Do you know the journal / publisher?
Springer Science and Business Media Deutschland GmbH
✅
Does the journal have a website?
✓ Linked
✅
Is the ISSN verified?
2198-5812
✅
Indexed in a trusted database?
Scopus
❌
Peer review process documented?
N/A
❌
Follows ethical publishing standards (COPE)?
N/A
✅
Not on predatory/blacklists?
✓ Clean
❌
Long-term digital preservation?
N/A
❌
Plagiarism detection in place?
N/A
❌
Listed in DOAJ (verified OA)?
N/A
❌
Primary language documented?
N/A

A twelfth criterion — whether APC fees are clearly disclosed — is not scored here; it is left out of the total rather than counted as a failure. Publication charges appear in the metrics card above.

Based on the Think.Check.Submit framework by DOAJ, COPE & OASPA. All data from verified open sources.

Publication & Citation Trend

Articles published
Citations received
52
1k
2019
73
1.8k
2020
47
1.8k
2021
94
1.7k
2022
45
264
2023
77
383
2024
78
74
2025
49
17
2026

Source: OpenAlex · Each year’s green bar = citations earned by that year’s papers, counted to date — so recent years look lower simply because their papers haven’t had time to be cited yet.

SJR Quartile by Discipline

Scimago ranks this journal separately in each subject category — its quartile can differ by discipline.

Business, Management and Accounting (miscellaneous)Q1
Artificial IntelligenceQ2
Computer Science ApplicationsQ2
Statistics, Probability and UncertaintyQ2

Subject Classification

Scopus Categories

Statistics, Probability and UncertaintyComputer Science ApplicationsArtificial IntelligenceBusiness, Management and Accounting (miscellaneous)

Research Topics (OpenAlex)

Statistical Distribution Estimation and ApplicationsProbabilistic and Robust Engineering DesignStatistical Methods and Bayesian InferenceAdvanced Statistical Methods and ModelsFinancial Risk and Volatility ModelingHydrology and Drought AnalysisBayesian Methods and Mixture ModelsStatistical Methods and InferenceReliability and Maintenance OptimizationStock Market Forecasting Methods

Frequently asked questions about Annals of Data Science

Is Annals of Data Science a predatory journal?

PubScope has no integrity flags on record for Annals of Data Science: it is indexed in Scopus, and is not on DOAJ's withdrawn list. Indexing is a transparency signal, not a guarantee — always confirm fit and policies before submitting.

What is the impact factor of Annals of Data Science?

Annals of Data Science is not in the Web of Science Core Collection, so it has no official Clarivate Journal Impact Factor. Its SCImago SJR score is 0.866.

Is Annals of Data Science indexed in Scopus and Web of Science?

Annals of Data Science is indexed in Scopus.

What is the aims and scope of Annals of Data Science?

Annals of Data Science is a scholarly journal focusing on Big Data analytics and applications. Publishes a broad range of research findings, experimental results, and case studies in data science. Promotes interdisciplinary techniques, including statistics, artificial intelligence, and optimization for Big Data processing and data mining. Encourages application of knowledge derived from Big Data in real-life scenarios such as finance, healthcare, climate changes, etc. Focuses on heterogeneous data analysis, data modeling, and data mining

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Data updated: 2026-05-22 · Sources: SJR, DOAJ, OpenAlex, WoS, Crossref