ImpaQ Ecosystem•Clarivate, Scopus & CORE Data
Clarivate WoS 2024 / 2025 Data
IMPAQ
WoS SCIE Q1Scopus Q1SCImago #6,125Subscription

Annals of Data Science

Acronym:aods
•
Identifier (ISSN):2198-5804(Print)/2198-5812(Online)
•
Publisher:Springer Nature
Clarivate JCR Index Advisory: Not Indexed in Latest JCR
Clarivate Impact Factor (IF 2024)
N/A
Journal Impact Factor
IF Trend↓
WoS Quartile
Q1
WoS SCIEJCR Quartile
Clarivate WoS JCR
WoS Categories↓

Impact Factor Trend

Clarivate IF trend for Annals of Data Science

WoS Q1
000002023
Annual Impact Factor Metric
Current (2023):0
Scopus SJR & RankScopus Q1
0.866
#6,125

SCImago Journal Rank citation prestige weighting

Scopus Year: 2025
H-Index (2025)
38

38 papers with at least that number of citations each

WoS: SCIE / JCRQ1
Self-Citation RateN/A
Safe Level (< 15%)Warning Level (> 20%)
Self-citation below 15% indicates strong scholarly independence.
Volume & Open AccessSubscription
0articles/year
0% Gold OA•0% Original Research

Aims & Scope

Annals of Data Science (ADS) publishes cutting-edge research findings, experimental results and case studies of data science. Although Data Science is regarded as an interdisciplinary field of using mathematics, statistics, databases, data mining, high-performance computing, knowledge management and virtualization to discover knowledge from Big Data, it should have its own scientific contents, such as axioms, laws and rules, which are fundamentally important for experts in different fields to explore their own interests from Big Data. ADS encourages contributors to address such challenging problems at this exchange platform. At present, how to discover knowledge from heterogeneous data under Big Data environment needs to be addressed.     ADS is a series of volumes edited by either the editorial office or guest editors. Guest editors will be responsible for call-for-papers and the review process for high-quality contributions in their volumes.

Topics Covered (Recognized by AI)
Mathematics85.4%Computer science83.2%Statistics65.2%Artificial intelligence51.8%Economics44.2%Machine learning44.2%Physics34.8%Engineering33.9%Biology32.1%Philosophy29.1%Medicine28.3%Quantum mechanics26.7%Mathematical analysis25.6%Applied mathematics25.3%Econometrics22.9%Psychology22.2%Programming language22%Operating system21.5%

WoS Categories & Quartiles

Detailed JCR / JCI category rankings and quartile breakdown from Clarivate

Clarivate JCR

No WoS category details available for this journal.

Annual Historical Statistics & Publications

Track annual publication volume, total citations, and Impact Factor evolution

12 year
2026Latest
IF—
Articles / Year52
Total Citations17
2025
IF—
Articles / Year78
Total Citations82
2024
IF—
Articles / Year77
Total Citations391
2023
IF0
Articles / Year45
Total Citations268
2022
IF—
Articles / Year94
Total Citations1,718

SCImago & Scopus Journal Intelligence

Global SCImago ranking, SJR prestige index, Scopus coverage, and societal policy impact

Rank #6,125Scopus Q1SCImago Profile
Scopus Coverage:2014-2026
Scopus Broad Areas:Business, Management and AccountingComputer ScienceDecision Sciences
Scopus Citation Rank (SJR)Q1
0.866

Weighted prestige citation metric per document indexed in the Scopus database.

Quartile: Scopus Q1
Citations / Doc (2 years)
7.40

Average citations received per document published in the 2-year window.

2-Year Citation Window
Estimated Publication Fee (APC)
$3,140 USD

Estimated Article Processing Charge for Open Access publication.

Estimated cost / article

Scopus 3-Year Publication & Citation Window

3-Year Citations1,518
3-Year Documents234
Citable Documents231

Aggregated from Scopus database across the 3-year SJR evaluation window.

Societal Impact & Inclusivity (SCImago)

Policy Citations (Overton)0

Citations in government and international policy documents

Female Author Rate26.4%

Percentage of female authors published in the journal

Real-world societal policy reach and author gender diversity tracked by SCImago.

Scopus Subject Categories

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

Journal Metrics & Citation Visualizations

Total Cites vs Self-Cites

Evaluation of scholarly independence and citation reach

Total citations steady growth
Self-citation: N/A

Citations per Document

Citation metric windows across 2, 3, and 4 years

Cites / Doc (4 years)Cites / Doc (3 years)Cites / Doc (2 years)

Chinese Academy of Sciences (CAS) Classification

Major / minor zone classification and CAS Early Warning List history

Major Category (Broad Field):
Updating
Minor Category (Specific Field):
Updating
CAS Early Warning List History:
Updated annually: 2020 – 2024
2020
Not warned
2021
Not warned
2022
Not warned
2023
Not warned
2024
Not warned

Academic Intelligence Overview & Context

ImpaQ Analysis

Annals of Data Science (acronym: aods, ISSN: 2198-5804) is a peer-reviewed international scholarly journal in the field of Decision Sciences, published by Springer Nature. The periodical holds tracked under Web of Science (SCIE) in quartile Q1, a Scopus SJR indicator of 0.866 (Q1), an H-index of 38.

The journal enforces rigorous peer evaluation with a publication frequency of 6 issues per year, an annual output of approximately 0 scientific articles. In terms of accessibility and author fees, it operates under the Subscription model with an estimated APC of $3,140 USD. It serves as a benchmark publication platform for academics, researchers, and doctoral candidates seeking global research visibility.

Publishing & Editorial Information

Detailed publisher, peer-review turnaround, and publication cycle specifications

Open Access Model
Subscription
Publisher
Springer Nature
Publication Language
English
Frequency
6 issues per year
Indexing & Databases
ScopusPubMed

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Record UUID: e8f93df5-7049-4d30-9403-243182aef979
Database Updated: 2026-09-30