The DOI matches its DataCite record.
The Art and Science of Data-Driven Journalism
Open accessAbstract
Journalists have been using data in their stories for as long as the profession has existed. A revolution in computing in the 20th century created opportunities for data integration into investigations, as journalists began to bring technology into their work. In the 21st century, a revolution in connectivity is leading the media toward new horizons. The Internet, cloud computing, agile development, mobile devices, and open source software have transformed the practice of journalism, leading to the emergence of a new term: data journalism. Although journalists have been using data in their stories for as long as they have been engaged in reporting, data journalism is more than traditional journalism with more data. Decades after early pioneers successfully applied computer-assisted reporting and social science to investigative journalism, journalists are creating news apps and interactive features that help people understand data, explore it, and act upon the insights derived from it. New business models are emerging in which data is a raw material for profit, impact, and insight, co-created with an audience that was formerly reduced to passive consumption. Journalists around the world are grappling with the excitement and the challenge of telling compelling stories by harnessing the vast quantity of data that our increasingly networked lives, devices, businesses, and governments produce every day. While the potential of data journalism is immense, the pitfalls and challenges…
Overview
Integrity signals
Registry
Cites
Statistics
Verification
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
In the citing paper
“the Los Angeles Times uses artificial programmes to report on earthquakes and homicides, robot reporters produce articles on sports for The Washington Post and The Associated Press, and a third of the content on the company's earnings published by Bloomberg News is automated [7].”
From Value attributed to text-based archives generated by artificial intelligence (2023) · cites this paper as [7]
Citations
Cites
Still being checked.
Cited by
Items 101–159 of 159
Data journalism visualization in Ukraine and in Europe: a comparative analysis
Solodovnyk, D., Havryliuk, I., Sypchenko, I., Ishchenko, O., & Kyrylenko, O. (2023) · Revista Amazonia Investiga · doi:10.34069/ai/2023.64.04.10 · Cited by 1
BATUR, M. (2023) · RumeliDE Dil ve Edebiyat Araştırmaları Dergisi :/RumeliDe Dil ve Edebiyat Araştırmaları Dergisi · doi:10.29000/rumelide.1379222 · Cited by 1
The Research on the Characteristics of Visual Reporting by China's National News Agency Xinhua
Jin, Z. (2023) · Journal of Education Humanities and Social Sciences · doi:10.54097/5tbs3a57 · Cited by 1
Yükseköğretimde Veri Gazeteciliği Eğitimine İlişkin Nitel Bir Araştırma: Riskler ve Fırsatlar
Serttaş, R., & Özel, E. K. (2023) · Yuksekogretim Dergisi · doi:10.53478/yuksekogretim.1285582 · Cited by 1
Medyada İnfografik Kullanımı ve Veri Gazeteciliği
Kortak, İ. Y. (2024) · Süleyman Demirel Üniversitesi Vizyoner Dergisi · doi:10.21076/vizyoner.1448903 · Cited by 1
Data Journalism Appropriation in African Newsrooms: A Comparative Study of Botswana and Namibia
Motsaathebe, G., Munoriyarwa, A., & Chiumbu, S. H. (2025) · Journalism Practice · doi:10.1080/17512786.2024.2447805 · Cited by 1
Televizyonda Veri Gazeteciliği: Yeni Bilgi Sunum Yöntem Ve Uygulamaları
İsayeva, A. (2025) · ASSAM Uluslararası Hakemli Dergi · doi:10.58724/assam.1634084 · Cited by 1
Armenian “Hero” of Panama Papers Becomes a Fighter Against Corruption
Aghalaryan, K. (2019) · doi:10.23865/noasp.64.ch3 · Cited by 1
Chawaf, L. (2019) · doi:10.23865/noasp.64.ch5 · Cited by 1
Teaching Technical Journalism with an Engineering Foundation
Kirschner, K. N., Keil, S., Seuser, K., & Siefer, C. (2020) · IEEE Global Engineering Education Conference (EDUCON) · doi:10.1109/educon45650.2020.9125242 · Cited by 1
SOUZA, V. D. F. B. (2021) · MIGUEL · doi:10.17771/pucrio.miguel.53100 · Cited by 1
Cardoso, S. G. (2021) · Studies in systems, decision and control · doi:10.1007/978-3-030-74428-1_2 · Cited by 1
ChatGPT: Another step towards the digital era or a threat to fundamental rights and freedoms?
Kouroupis, K., & Lambrou, E. (2023) · Pravo - teorija i praksa · doi:10.5937/ptp2303001k · Cited by 1
Estermann, R. (2023) · Digitale Soziologie · doi:10.1515/9783839465905-010 · Cited by 1
Goldgruber, E., Traunmüller, T., Andrews, K., Gutounig, R., Wolkinger, T., & Ausserhofer, J. (2016)
Philip Meyer: precisão na informação e qualidade na gestão
SCHUINSKI, R. M. (2016) · Pauta Geral - Estudos em Jornalismo · doi:10.5212/revistapautageral.v.3.i2.0011
Jornalismo transnacional: prática, método e conceito
Demeneck, B.-H. (2016) · doi:10.11606/t.27.2016.tde-13092016-100914
Kuru, O. (2018) · Deep Blue (University of Michigan)
Halet, R. (2019) · doi:10.23865/noasp.64.ch9
McKune, C. (2019) · doi:10.23865/noasp.64.ch1
Kristjansson, J. K. (2019) · doi:10.23865/noasp.64.ch4
A Long Way to Go for Whistleblowers
Bourdon, W., & Lefebvre, A. (2019) · doi:10.23865/noasp.64.ch7
Estrada, R. V. (2019) · doi:10.23865/noasp.64.ch2
Rechtliche Antworten auf die Künstliche Intelligenz im Mediensektor
Oster, J. (2019) · MedienWirtschaft · doi:10.15358/1613-0669-2019-1-32
eDesign da informação no jornalismo: um estudo na plataforma EstadãoDados
da Silva, D. B., Triska, R., & da Silveira, S. C. (2019) · doi:10.5151/9cidi-congic-1.0285
Design Space para Jornalismo de Dados
Medeiros, T. C. C. V., & Souto, V. T. (2019) · doi:10.5151/9cidi-congic-1.0095
A Note on Data Journalism Education in the Era of Big Data : What to do, and How to do?
Yoon, H. Y. (2019) · Korean Journal of Journalism & Communication Studies · doi:10.20879/kjjcs.2019.63.5.003
Study on Data Journalism in Tamilnadu & the Challenges
Lakshmi, A. R. (2020) · International Journal of Innovative Science and Research Technology (IJISRT) · doi:10.38124/ijisrt20jun715
Fırsat Mı Tehdit Mi?: Özgürleşim ve Sınırlayıcı Alanları ile Yeni Nesil Gazetecilik
PINARBAŞI, T. E. (2020) · Turkish Studies - Social Sciences · doi:10.47356/turkishstudies.45338
DOES AZERBAIJANI SOCIAL MEDIA USE DATA ANALYSIS AS NEWS?
Isgandarova, V. (2021) · Journal of Awareness · doi:10.26809/joa.6.2.06
Córdoba-Cabús, A., & García-Borrego, M. (2021) · Redalyc (Universidad Autónoma del Estado de México)
Testing Models of Data-Driven Reporting in Newspapers for Health Communication
Sabu, J. (2021) · Advances in information quality and management · doi:10.4018/978-1-7998-7503-1.ch010
Thowsen, M., & Krøvel, R. (2019) · doi:10.23865/noasp.64.ch0
VARIABILITY IN THE INTERPRETATION OF THE TERM “DATA JOURNALISM” IN MODERN MEDIA RESEARCH
Lichenko, A. (2020) · Scientific notes of Taurida National V I Vernadsky University series Philology Social Communications · doi:10.32838/2663-6069/2020.2-4/21
Human Cognition and Data Journalism
Makri, E., & Veglis, A. A. (2022) · Journal of Education, Innovation, and Communication. · doi:10.34097/jeicom-4-1-june2022-1
Kosterich, A. (2022) · doi:10.1093/oso/9780197500354.003.0005
Kosterich, A. (2022) · doi:10.1093/oso/9780197500354.003.0006
Kosterich, A. (2022) · doi:10.1093/oso/9780197500354.005.0001
Destabilization of Established Journalism Practices
Kosterich, A. (2022) · doi:10.1093/oso/9780197500354.003.0003
Institutional Change and the Profession of Journalism
Kosterich, A. (2022) · doi:10.1093/oso/9780197500354.003.0002
Kosterich, A. (2022) · doi:10.1093/oso/9780197500354.003.0001
Kosterich, A. (2022) · doi:10.1093/oso/9780197500354.002.0005
Kosterich, A. (2022) · doi:10.1093/oso/9780197500354.002.0008
Kosterich, A. (2022) · doi:10.1093/oso/9780197500354.002.0004
دبور, ن. س. (2023) · مجلة کلية الاداب جامعة المنصورة · doi:10.21608/artman.2022.179176.1960
Литвинова, А. И. (2023) · Monitoring obŝestvennogo mneniâ: èkonomičeskie i socialʹnye peremeny · doi:10.14515/monitoring.2023.2.2373
Shuling, Z. (2023) · International Journal of Media Journalism and Mass Communications · doi:10.20431/2454-9479.0902003
واقع التجارب العربية لصحافة البيانات على شبكة الإنترنت دراسة تقيميه وتحليلية
الزهراني, أ. ع. أ. م., & عطية, م. ع. م. (2022) · Journal of Arts and Social Sciences [JASS] · doi:10.53542/jass.v12i1.4811
Litvinova, A. (2023) · Caucasian Science Bridge · doi:10.18522/2658-5820.2023.3.8
Paramita, F. B. A. C., Arief, M., Hardiansyah, B., Nia, R., Amalia, D. N., & Saputra, I. D. (2024) · Jurnal Abadimas Adi Buana · doi:10.36456/abadimas.v7.i02.a8285
Lanosga, G., Camaj, L., & Martin, J. A. (2024) · Journalism Practice · doi:10.1080/17512786.2024.2394564
Data Journalism on Television: New Information Presentation Methods and Applications
İsayeva, A. (2025) · DergiPark (Istanbul University)
ZİNDEREN, A. (2021) · DergiPark (Istanbul University)
Metadata
- Authors
- Howard, A. B.
- Corresponding author
- Howard, Alexander Benjamin
- Venue
- Columbia University
- Publisher
- Columbia University
- Published
- 2014
- OpenAlex
- W2734973206
- Cited by
- 159
- References
- 0
- Citations by year
- 2025: 5 · 2024: 5 · 2023: 21 · 2022: 24 · 2021: 22 · 2020: 14 · 2019: 31 · 2018: 16 · 2017: 4 · 2016: 12 · 2015: 2 · 2014: 3
- FWCI
- 20.62
- Type
- journal article
- Language
- en
- Open access
- green
- doi.org
- Locations
- Columbia Academic Commons (Columbia University)
- Topics
- Social Sciences › Communication › Journalism and Media Studies
- Social Sciences › Communication › News Media Framing and Political Communication
- Social Sciences › Arts and Humanities › Literature and Literary Theory › Literature, Film, and Journalism Analysis
- Keywords
- data journalism, computer-assisted reporting, investigative journalism, news apps, interactive journalism, audience co-creation, digital literacy, freedom of the press, digital security, data access, open data, journalism education
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review
Data sources
Bibliographic data: Semantic Scholar, OpenAlex, Crossref.
Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.