---
title: "NYC taxi trips: research papers using this data"
description: "From Nov 2023 to Oct 2026, 49 archived papers mentioned NYC taxi trips in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2025 (4)."
url: https://scholar4ai.com/datasets/nyc-taxi-trips
markdown_url: https://scholar4ai.com/datasets/nyc-taxi-trips.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 NYC taxi trips in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2025 (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)
---

# NYC taxi trips

[Browse dataset profiles](https://scholar4ai.com/datasets/directory/page/5.md)

Collections used to compare forecasting and time-series classification methods.

- data category: Time-series and traffic benchmarks
- 0 papers in the last 7 days
- Names searched for: NYC Taxi, New York City taxi, NYC TLC

Most-used data: https://scholar4ai.com/rankings/datasets.md · All Time-series and traffic benchmarks datasets: https://scholar4ai.com/datasets/time-series-and-traffic-benchmarks.md



## Key findings

- From Nov 2023 to Oct 2026, 49 archived papers mentioned NYC taxi trips in their title, abstract or keywords (the search of earlier months' full texts is still under way), most of them in Sep 2025 (4).
- No paper of the tracked journals mentioned NYC taxi trips in the last 30 days (2026-10-07 to 2026-11-05).
- From 2017 to 2026 (so far), NYC taxi trips was mentioned in 58 papers in the tracked journals, most of them in operations research (24), AI (20) and economics (9).
- 18 of them were published in 2025, against 1 in 2017.
- Since 2023, the institutions with the most of these papers were Hong Kong University of Science and Technology (3), Technical University of Munich (3) and Eindhoven University of Technology (2).
- The journals publishing most of them were Transportation Research Part C Emerging Technologies (5), IEEE Transactions on Knowledge and Data Engineering (4) and European Journal of Operational Research (3).
- The most-cited of them is “A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection” (IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024), with 572 citations.
- Papers use NYC taxi trips most often with OpenStreetMap (5) and Traffic (PeMS, METR-LA) (5); it has 2 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

## 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 |
|---|---:|---:|---:|---:|
|  | 13 | 18 | 18 | 49 |

## Papers per year

*Papers per publication year and category*

| Category | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | 2024 | 2025 | 2026 (so far) |
|---|---:|---:|---:|---:|---:|---:|---:|---:|---:|---:|
| [Operations Research](https://scholar4ai.com/categories/operations-research.md) | 0 | 1 | 1 | 1 | 0 | 0 | 0 | 6 | 9 | 6 |
| [AI](https://scholar4ai.com/categories/ai.md) | 0 | 0 | 0 | 0 | 0 | 0 | 4 | 6 | 5 | 5 |
| [Economics](https://scholar4ai.com/categories/economics.md) | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | 3 | 4 |
| [Statistics](https://scholar4ai.com/categories/statistics.md) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| [Accounting](https://scholar4ai.com/categories/accounting.md) | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 |
| [Information Systems](https://scholar4ai.com/categories/information-systems.md) | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |
| All categories | 1 | 1 | 3 | 1 | 0 | 1 | 4 | 13 | 18 | 16 |

## Where the papers come from

*Journals with the most papers, since 2023*

| # | Journal | Papers |
|---:|---|---:|
| 1 | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 5 |
| 2 | [IEEE Transactions on Knowledge and Data Engineering](https://scholar4ai.com/journals/ieee-transactions-on-knowledge-and-data-engineering.md) | 4 |
| 3 | [European Journal of Operational Research](https://scholar4ai.com/journals/european-journal-of-operational-research.md) | 3 |
| 4 | [Transportation](https://scholar4ai.com/journals/transportation.md) | 2 |
| 5 | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2 |
| 6 | [Transportation Research Part B Methodological](https://scholar4ai.com/journals/transportation-research-part-b-methodological.md) | 2 |
| 7 | [Knowledge and Information Systems](https://scholar4ai.com/journals/knowledge-and-information-systems.md) | 2 |
| 8 | [Journal of Econometrics](https://scholar4ai.com/journals/journal-of-econometrics.md) | 2 |
| 9 | [Transportation Research Part A Policy and Practice](https://scholar4ai.com/journals/transportation-research-part-a-policy-and-practice.md) | 2 |
| 10 | [Transportation Research Part E Logistics and Transportation Review](https://scholar4ai.com/journals/transportation-research-part-e-logistics-and-transportation-review.md) | 2 |

*Institutions with the most papers, since 2023*

| # | Institution | Papers |
|---:|---|---:|
| 1 | [Hong Kong University of Science and Technology](https://scholar4ai.com/institutions/hong-kong-university-of-science-and-technology.md) | 3 |
| 2 | [Technical University of Munich](https://scholar4ai.com/institutions/technical-university-of-munich.md) | 3 |
| 3 | [Eindhoven University of Technology](https://scholar4ai.com/institutions/eindhoven-university-of-technology.md) | 2 |
| 4 | [Harbin Institute of Technology](https://scholar4ai.com/institutions/harbin-institute-of-technology.md) | 2 |
| 5 | [Imperial College London](https://scholar4ai.com/institutions/imperial-college-london.md) | 2 |
| 6 | Jagiellonian University | 2 |
| 7 | Johannes Kepler University of Linz | 2 |
| 8 | Loughborough University | 2 |
| 9 | [McGill University](https://scholar4ai.com/institutions/mcgill-university.md) | 2 |
| 10 | [New York University](https://scholar4ai.com/institutions/new-york-university.md) | 2 |

*Countries with the most papers, since 2023*

| # | Country | Papers |
|---:|---|---:|
| 1 | China | 16 |
| 2 | United States | 11 |
| 3 | Hong Kong | 7 |
| 4 | Australia | 5 |
| 5 | Canada | 5 |
| 6 | Germany | 5 |
| 7 | United Kingdom | 5 |
| 8 | Netherlands | 3 |
| 9 | Austria | 2 |
| 10 | France | 2 |

*Keywords with the most papers, since 2023*

| # | Keyword | Papers |
|---:|---|---:|
| 1 | ride-hailing | 6 |
| 2 | [autonomous vehicles](https://scholar4ai.com/keywords/autonomous-vehicles.md) | 3 |
| 3 | multivariate time series | 3 |
| 4 | travel time | 3 |
| 5 | urban mobility | 3 |
| 6 | value of time | 3 |
| 7 | [vehicle routing](https://scholar4ai.com/keywords/vehicle-routing.md) | 3 |
| 8 | [Markov decision process](https://scholar4ai.com/keywords/markov-decision-process.md) | 2 |
| 9 | New York City | 2 |
| 10 | [asymptotic normality](https://scholar4ai.com/keywords/asymptotic-normality.md) | 2 |

## Most-cited papers

*Most-cited papers since 2017*

| # | Citations | Per month | Title | Journal | Published | Authors |
|---:|---:|---:|---|---|---|---|
| 1 | 572 | 21.4 | [A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection](https://doi.org/10.1109/tpami.2024.3443141) | [IEEE Transactions on Pattern Analysis and Machine Intelligence](https://scholar4ai.com/journals/ieee-transactions-on-pattern-analysis-and-machine-intelligence.md) | 2024-08-14 | Ming Jin, Huan Yee Koh, Qingsong Wen et al. |
| 2 | 90 | 1.2 | [A stepwise interpretable machine learning framework using linear regression (LR) and long short-term memory (LSTM): City-wide demand-side prediction of yellow taxi and for-hire vehicle (FHV) service](https://doi.org/10.1016/j.trc.2020.102786) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 2020-09-14 | Taehooie Kim, Shivam Sharda, Xuesong Zhou et al. |
| 3 | 61 | 0.6 | [A scalable non-myopic dynamic dial-a-ride and pricing problem for competitive on-demand mobility systems](https://doi.org/10.1016/j.trc.2018.04.007) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 2018-04-17 | Hamid Reza Sayarshad, H. Oliver Gao |
| 4 | 59 | 0.5 | [An open-data approach for quantifying the potential of taxi ridesharing](https://doi.org/10.1016/j.dss.2017.05.008) | [Decision Support Systems](https://scholar4ai.com/journals/decision-support-systems.md) | 2017-05-07 | Benjamin Barann, Daniel Beverungen, Oliver Müller |
| 5 | 55 | 0.6 | [On the needs for MaaS platforms to handle competition in ridesharing mobility](https://doi.org/10.1016/j.trc.2019.09.021) | [Transportation Research Part C Emerging Technologies](https://scholar4ai.com/journals/transportation-research-part-c-emerging-technologies.md) | 2019-10-03 | Venktesh Pandey, Julien Monteil, Claudio Gambella et al. |

## Used together with

Papers use NYC taxi trips most often with OpenStreetMap (5) and Traffic (PeMS, METR-LA) (5); it has 2 partners in the code and data network, in the group around World Development…, Eurostat, International Energy….

*What papers use NYC taxi trips together with (at least 3 papers; lift 1 = chance)*

| Used with | Type | Papers using both | Lift |
|---|---|---:|---:|
| [OpenStreetMap](https://scholar4ai.com/datasets/openstreetmap.md) | Dataset | 5 | 14.5 |
| [Traffic (PeMS, METR-LA)](https://scholar4ai.com/datasets/traffic-pems-metr-la.md) | Dataset | 5 | 18.8 |

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

## Cite this page

Scholar4AI. (2026). NYC taxi trips. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/nyc-taxi-trips

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