---
title: "Seeking Alpha: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 45 archived papers mentioned Seeking Alpha in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2025 (3)."
url: https://scholar4ai.com/datasets/seeking-alpha
markdown_url: https://scholar4ai.com/datasets/seeking-alpha.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 45 archived papers mentioned Seeking Alpha in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2025 (3). (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# Seeking Alpha

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/6.md)

Posts and activity from social networks and investor forums.

- data category: Social media data
- 0 papers in the last 7 days
- Names searched for: Seeking Alpha

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Social media data datasets: https://scholar4ai.com/datasets/social-media-data.md



## Key findings

- From Nov 2023 to Oct 2026, 45 archived papers mentioned Seeking Alpha in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Jul 2025 (3).
- No paper of the tracked journals mentioned Seeking Alpha in the last 30 days (2026-10-07 to 2026-11-05).
- From 2017 to 2026 (so far), Seeking Alpha was mentioned in 51 papers in the tracked journals, most of them in finance (24), accounting (12) and management (5).
- 13 of them were published in 2025, against 0 in 2017.
- Since 2023, the institutions with the most of these papers were Singapore Management University (3), Birkbeck, University of London (2) and Chinese Academy of Sciences (2).
- The journals publishing most of them were Review of Accounting Studies (8), International Review of Financial Analysis (3) and Financial Innovation (3).
- The most-cited of them is “Big Data: Deep Learning for financial sentiment analysis” (Journal Of Big Data, 2018), with 390 citations.
- Papers use Seeking Alpha most often with Twitter / X (21), Compustat (16) and S&P 500 (15); it has 29 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat.

## Mentions over 36 months

*Papers mentioning it by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)*

| Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---:|---:|---:|---:|
|  | 11 | 15 | 19 | 45 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Finance](https://scholar4ai.com/categories/finance.md) | 0 | 0 | 1 | 0 | 1 | 0 | 3 | 7 | 4 | 8 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 1 | 3 | 6 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 3 | 1 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 | 1 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 2 | 1 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 |
| All categories | 0 | 1 | 1 | 0 | 1 | 1 | 5 | 10 | 13 | 19 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 8 |
| 2 | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 3 |
| 3 | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 3 |
| 4 | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | 2 |
| 5 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 2 |
| 6 | [Journal of Financial Markets](https://scholar4ai.com/journals/journal-of-financial-markets.md) | 2 |
| 7 | [Journal of Business Economics](https://scholar4ai.com/journals/journal-of-business-economics.md) | 1 |
| 8 | [Energy Economics](https://scholar4ai.com/journals/energy-economics.md) | 1 |
| 9 | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 1 |
| 10 | [Decision Support Systems](https://scholar4ai.com/journals/decision-support-systems.md) | 1 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Singapore Management University](https://scholar4ai.com/institutions/singapore-management-university.md) | 3 |
| 2 | Birkbeck, University of London | 2 |
| 3 | [Chinese Academy of Sciences](https://scholar4ai.com/institutions/chinese-academy-of-sciences.md) | 2 |
| 4 | [Texas A&M University](https://scholar4ai.com/institutions/texas-a-m-university.md) | 2 |
| 5 | [The University of Sydney](https://scholar4ai.com/institutions/the-university-of-sydney.md) | 2 |
| 6 | [University College Dublin](https://scholar4ai.com/institutions/university-college-dublin.md) | 2 |
| 7 | [University of Chinese Academy of Sciences](https://scholar4ai.com/institutions/university-of-chinese-academy-of-sciences.md) | 2 |
| 8 | University of Cologne | 2 |
| 9 | University of East Anglia | 2 |
| 10 | [University of Georgia](https://scholar4ai.com/institutions/university-of-georgia.md) | 2 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 12 |
| 2 | United States | 12 |
| 3 | United Kingdom | 9 |
| 4 | Germany | 5 |
| 5 | Hong Kong | 4 |
| 6 | Australia | 3 |
| 7 | France | 3 |
| 8 | Singapore | 3 |
| 9 | Ireland | 2 |
| 10 | Italy | 2 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | retail investors | 7 |
| 2 | [investor sentiment](https://scholar4ai.com/keywords/investor-sentiment.md) | 6 |
| 3 | [social media](https://scholar4ai.com/keywords/social-media.md) | 6 |
| 4 | [information asymmetry](https://scholar4ai.com/keywords/information-asymmetry.md) | 4 |
| 5 | behavioral finance | 3 |
| 6 | capital markets | 3 |
| 7 | earnings conference calls | 3 |
| 8 | [institutional investors](https://scholar4ai.com/keywords/institutional-investors.md) | 3 |
| 9 | stock price prediction | 3 |
| 10 | [stock returns](https://scholar4ai.com/keywords/stock-returns.md) | 3 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 390 | 3.7 | [Big Data: Deep Learning for financial sentiment analysis](https://doi.org/10.1186/s40537-017-0111-6) | [Journal Of Big Data](https://scholar4ai.com/journals/journal-of-big-data.md) | 2018-01-25 | Sahar Sohangir, Dingding Wang, Anna Pomeranets et al. |
| 2 | 73 | 0.9 | [Social media, financial reporting opacity, and return comovement: Evidence from Seeking Alpha](https://doi.org/10.1016/j.finmar.2019.100511) | [Journal of Financial Markets](https://scholar4ai.com/journals/journal-of-financial-markets.md) | 2019-10-22 | Rong Ding, Hang Zhou, Yifan Li |
| 3 | 67 | 2.7 | [Enhancing stock price prediction using GANs and transformer-based attention mechanisms](https://doi.org/10.1007/s00181-024-02644-6) | [Empirical Economics](https://scholar4ai.com/journals/empirical-economics.md) | 2024-10-03 | S. Li, Sijie Xu |
| 4 | 32 | 1.4 | [Alternative data in finance and business: emerging applications and theory analysis (review)](https://doi.org/10.1186/s40854-024-00652-0) | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 2024-12-01 | Yunchuan Sun, Lu Liu, Ying Xu et al. |
| 5 | 31 | 0.5 | [Complexity aversion when Seeking Alpha](https://doi.org/10.1016/j.jacceco.2021.101477) | [Journal of Accounting and Economics](https://scholar4ai.com/journals/journal-of-accounting-and-economics.md) | 2022-01-11 | Tarik Umar |

## Used together with

Papers use Seeking Alpha most often with Twitter / X (21), Compustat (16) and S&P 500 (15); it has 29 partners in the code and data network, in the group around S&P 500, Economic Policy…, Compustat.

*What papers use Seeking Alpha together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [Twitter / X](https://scholar4ai.com/datasets/twitter-x.md) | Dataset | 21 | 4.5 |
| [Compustat](https://scholar4ai.com/datasets/compustat.md) | Dataset | 16 | 23.8 |
| [S&P 500](https://scholar4ai.com/datasets/s-p-500.md) | Dataset | 15 | 6.2 |
| [CRSP](https://scholar4ai.com/datasets/crsp.md) | Dataset | 13 | 28.6 |
| [Facebook](https://scholar4ai.com/datasets/facebook.md) | Dataset | 11 | 3.4 |
| [I/B/E/S](https://scholar4ai.com/datasets/i-b-e-s.md) | Dataset | 10 | 37.2 |
| [Reddit](https://scholar4ai.com/datasets/reddit.md) | Dataset | 10 | 15.5 |
| [Earnings call transcripts](https://scholar4ai.com/datasets/earnings-call-transcripts.md) | Dataset | 9 | 31.1 |
| [StockTwits](https://scholar4ai.com/datasets/stocktwits.md) | Dataset | 9 | 118.9 |
| [Loughran-McDonald dictionary](https://scholar4ai.com/datasets/loughran-mcdonald-dictionary.md) | Dataset | 8 | 38.1 |
| [Yahoo Finance](https://scholar4ai.com/datasets/yahoo-finance.md) | Dataset | 7 | 32.4 |
| [Economic Policy Uncertainty index](https://scholar4ai.com/datasets/economic-policy-uncertainty-index.md) | Dataset | 6 | 2.4 |

The whole network: https://scholar4ai.com/code/network.md

## Cite this page

Scholar4AI. (2026). Seeking Alpha. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/seeking-alpha

```bibtex
@misc{scholar4ai-datasets-seeking-alpha,
  author = {{Scholar4AI}},
  title = {Seeking Alpha},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/seeking-alpha}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).