---
title: "StockTwits: papers using this data, journals and trends"
description: "From Nov 2023 to Oct 2026, 49 archived papers mentioned StockTwits in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Apr 2024 (4)."
url: https://scholar4ai.com/datasets/stocktwits
markdown_url: https://scholar4ai.com/datasets/stocktwits.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "From Nov 2023 to Oct 2026, 49 archived papers mentioned StockTwits in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Apr 2024 (4). (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)
---

# StockTwits

[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: StockTwits

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, 49 archived papers mentioned StockTwits in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Apr 2024 (4).
- No paper of the tracked journals mentioned StockTwits in the last 30 days (2026-10-07 to 2026-11-05).
- From 2017 to 2026 (so far), StockTwits was mentioned in 71 papers in the tracked journals, most of them in finance (36), AI (12) and economics (11).
- 10 of them were published in 2025, against 2 in 2017.
- Since 2023, the institutions with the most of these papers were Australian National University (3), Queensland University of Technology (2) and University of Aberdeen (2).
- The journals publishing most of them were International Review of Financial Analysis (5), Financial Innovation (5) and Information & Management (3).
- The most-cited of them is “Intraday online investor sentiment and return patterns in the U.S. stock market” (Journal of Banking & Finance, 2017), with 441 citations.
- Papers use StockTwits most often with Twitter / X (40), S&P 500 (23) and Reddit (21); it has 25 partners in the code and data network, in the group around Twitter / X, Facebook, YouTube / TikTok.

## 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 |
|---|---:|---:|---:|---:|
|  | 19 | 12 | 18 | 49 |

## 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) | 1 | 1 | 2 | 2 | 3 | 0 | 3 | 10 | 3 | 11 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 1 | 0 | 1 | 2 | 0 | 1 | 4 | 2 | 1 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 1 | 0 | 2 | 0 | 1 | 1 | 1 | 2 | 1 | 2 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 | 2 | 0 |
| [Management](https://scholar4ai.com/categories/management.md) | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 2 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| All categories | 2 | 3 | 4 | 3 | 6 | 1 | 6 | 19 | 10 | 17 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [International Review of Financial Analysis](https://scholar4ai.com/journals/international-review-of-financial-analysis.md) | 5 |
| 2 | [Financial Innovation](https://scholar4ai.com/journals/financial-innovation.md) | 5 |
| 3 | [Information & Management](https://scholar4ai.com/journals/information-management.md) | 3 |
| 4 | [Journal of Behavioral and Experimental Finance](https://scholar4ai.com/journals/journal-of-behavioral-and-experimental-finance.md) | 3 |
| 5 | [Artificial Intelligence Review](https://scholar4ai.com/journals/artificial-intelligence-review.md) | 2 |
| 6 | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2 |
| 7 | [Computational Economics](https://scholar4ai.com/journals/computational-economics.md) | 2 |
| 8 | [International Review of Economics & Finance](https://scholar4ai.com/journals/international-review-of-economics-finance.md) | 2 |
| 9 | [Review of Accounting Studies](https://scholar4ai.com/journals/review-of-accounting-studies.md) | 2 |
| 10 | [Future Business Journal](https://scholar4ai.com/journals/future-business-journal.md) | 2 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Australian National University](https://scholar4ai.com/institutions/australian-national-university.md) | 3 |
| 2 | [Queensland University of Technology](https://scholar4ai.com/institutions/queensland-university-of-technology.md) | 2 |
| 3 | University of Aberdeen | 2 |
| 4 | University of Pittsburgh | 2 |
| 5 | [Anhui University](https://scholar4ai.com/institutions/anhui-university.md) | 1 |
| 6 | Auckland University of Technology | 1 |
| 7 | Bank of Canada | 1 |
| 8 | COMSATS University Islamabad | 1 |
| 9 | Ca' Foscari University of Venice | 1 |
| 10 | California Lutheran University | 1 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 11 |
| 2 | United States | 10 |
| 3 | United Kingdom | 8 |
| 4 | Australia | 5 |
| 5 | Italy | 4 |
| 6 | Canada | 3 |
| 7 | Germany | 3 |
| 8 | Spain | 3 |
| 9 | Hong Kong | 3 |
| 10 | Turkey | 3 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | StockTwits | 14 |
| 2 | [investor sentiment](https://scholar4ai.com/keywords/investor-sentiment.md) | 14 |
| 3 | social media sentiment | 14 |
| 4 | retail investors | 9 |
| 5 | [social media](https://scholar4ai.com/keywords/social-media.md) | 7 |
| 6 | [Twitter](https://scholar4ai.com/keywords/twitter.md) | 5 |
| 7 | behavioral finance | 5 |
| 8 | [large language models](https://scholar4ai.com/keywords/large-language-models.md) | 5 |
| 9 | [sentiment analysis](https://scholar4ai.com/keywords/sentiment-analysis.md) | 5 |
| 10 | stock price prediction | 5 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 441 | 3.9 | [Intraday online investor sentiment and return patterns in the U.S. stock market](https://doi.org/10.1016/j.jbankfin.2017.07.002) | [Journal of Banking & Finance](https://scholar4ai.com/journals/journal-of-banking-finance.md) | 2017-07-12 | Thomas Renault |
| 2 | 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. |
| 3 | 314 | 3.7 | [The impact of sentiment and attention measures on stock market volatility](https://doi.org/10.1016/j.ijforecast.2019.05.010) | [International Journal of Forecasting](https://scholar4ai.com/journals/international-journal-of-forecasting.md) | 2019-10-09 | Francesco Audrino, Fabio Sigrist, Daniele Ballinari |
| 4 | 143 | 4.9 | [The social signal](https://doi.org/10.1016/j.jfineco.2024.103870) | [Journal of Financial Economics](https://scholar4ai.com/journals/journal-of-financial-economics.md) | 2024-06-03 | J. Anthony Cookson, Runjing Lu, William Mullins et al. |
| 5 | 135 | 1.7 | [Does investor sentiment on social media provide robust information for Bitcoin returns predictability?](https://doi.org/10.1016/j.frl.2020.101494) | [Finance research letters](https://scholar4ai.com/journals/finance-research-letters.md) | 2020-03-19 | Dominique Guégan, Thomas Renault |

## Used together with

Papers use StockTwits most often with Twitter / X (40), S&P 500 (23) and Reddit (21); it has 25 partners in the code and data network, in the group around Twitter / X, Facebook, YouTube / TikTok.

*What papers use StockTwits 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 | 40 | 6.1 |
| [S&P 500](https://scholar4ai.com/datasets/s-p-500.md) | Dataset | 23 | 6.8 |
| [Reddit](https://scholar4ai.com/datasets/reddit.md) | Dataset | 21 | 23.4 |
| [Baker-Wurgler investor sentiment](https://scholar4ai.com/datasets/baker-wurgler-investor-sentiment.md) | Dataset | 12 | 49.6 |
| [Facebook](https://scholar4ai.com/datasets/facebook.md) | Dataset | 11 | 2.5 |
| [Marketization index (Fan Gang)](https://scholar4ai.com/datasets/marketization-index-fan-gang.md) | Dataset | 10 | 10.1 |
| [Yahoo Finance](https://scholar4ai.com/datasets/yahoo-finance.md) | Dataset | 10 | 33.2 |
| [Loughran-McDonald dictionary](https://scholar4ai.com/datasets/loughran-mcdonald-dictionary.md) | Dataset | 9 | 30.8 |
| [Seeking Alpha](https://scholar4ai.com/datasets/seeking-alpha.md) | Dataset | 9 | 118.9 |
| [Compustat](https://scholar4ai.com/datasets/compustat.md) | Dataset | 8 | 8.6 |
| [CRSP](https://scholar4ai.com/datasets/crsp.md) | Dataset | 8 | 12.7 |
| [VIX](https://scholar4ai.com/datasets/vix.md) | Dataset | 8 | 5.6 |

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

## Cite this page

Scholar4AI. (2026). StockTwits. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/stocktwits

```bibtex
@misc{scholar4ai-datasets-stocktwits,
  author = {{Scholar4AI}},
  title = {StockTwits},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/stocktwits}},
  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/).