Context

The dataset contains info on all the comic books ever released in the DC Universe.

Content

DC Comics is one of the largest and oldest American comic book companies, with their first comic under the DC banner being published in 1937. The majority of its publications take place within the fictional DC Universe and feature numerous culturally iconic heroic characters, such as Superman, Batman, and Wonder Woman. It is widely known for some of the most famous and recognizable teams including the Justice League, the Justice Society of America, and the Teen Titans.

Acknowledgements

DC Fandom Website

Inspiration

This is my second submission to the comic book series. if you like this check out marvel comic books dataset

What makes a comic book valuable?

Comics books from the Golden, like the first appearance of Superman, and Silver age of comics are getting sold for millions in auctions.

Modern-age comic books can also get really valuable within a couple of years (e.g. the first issue of The Walking Dead, also a hit TV series, is valued around 1800$).

Unfortunately no one can predict whether a comic is going to rise in value beforehand! Could ML methods help with that?

The Data

This dataset was scraped from comicbookrealm.com, a free price-guide website for american comic-books, at the beginning of January 2022. It includes almost all data relevant to a comic issue like issue number, date, cover price, current value, synopsis, creators, characters, publisher, volume type,cover image link, cover variant, print number etc.

I plan to repeat the scraping from time to time in order to update the dataset with latest issues.

Content

The dataset can be downloaded in .csv and .parquet format for a more convenient size: ** Note: it all columns giving a link the address of the website https://comicbookrealm.com/ should be added at the beginning of each string.**

Take a look at a typical series link to understand better all the relevant info

comic_data.csv: Includes all information about each single issue that could be scraped. In detail: title: the series title title_link: the link to the title in the website issue_link: the link to each issue of the title cover_link: the link to the cover image of the issue issue: the number of the issue cover_date: the date (month and year) the issue was released cover_price: the price in which the issue was sold current_value: the highest price the issues was ever sold hist_price_link: the link for the historical prices as recorder on the website searched: the times the issue was searched in the site's database owned: the times a user logged the issue as owned pages: number of pages in issue rating: the average rating by the site's users rating count: the number of rating votes ISBN-UPC: the unique issue code est_print_run: the estimated number of copies printed variant_of: if the issue is a variant cover of preview: if the issue is a preview synopsis: brief description of the plot and/or issue edition e.g. if it is a limited edition or exclusive etc. contributors_names: lists of the names of the contributors contributors_roles: lists that correspond to the role of each contributor (e.g. script, inks etc.) characters: List of characters appearing in the issue as well as extra info (e.g. secret identity, link to character photo, special event like first appearance, death etc.) check on the the website for an example on the link above pub_id: the unique publisher's id as given by the website 'volume': volume number of the title or whether it is a one-shot, mini-series, limited-series etc. years: The year span the title was published issues_total: Total number of issues in the series pub_name: The name of the publisher pub_titles_total: total number of titles released by the publisher pub_issues_total: total number of issues released by the publisher

Inspiration

What makes a comic valuable? What common characteristics do valuable comics share? What other data would be needed to put odds on a comic book rising in value?

Let me know of your ideas and I can enrich the current dataset with more relevant data like sales data, historical prices etc. All comments and suggestions are welcome!

Discover the booming comic book market! Explore a $12.89B industry with a 4.6% CAGR, driven by digital expansion, manga popularity, and successful adaptations. Learn about key players, market segments (e-books, graphic novels, audiobooks), and future trends in this detailed market analysis.

Abstract Comic books were established as a new format for publishing comics in the United States during the 1930s. Their consumption introduced new practices of reading and destabilized well-established conceptions about the social place of reading. The impact of comic books between the 1930s and 1950s can be noted by a series of photographic images dedicated to comic book readers. The article discussed such images, aiming to analyze their representations as agents who contributed to configure the public meanings of comics in that context. The conclusion points to the place of comics and visuality in a wider history of reading.

Snapshot img

Digital Comic Book Market Size 2025-2029

The digital comic book market size is forecast to increase by USD 1.65 billion at a CAGR of 5.5% between 2024 and 2029.

The market is experiencing significant growth, driven by the increasing demand for digital content and the convenience it offers to consumers. This trend is further fueled by the growing number of partnerships and acquisitions in the industry. Digital comics offer convenience and accessibility, allowing readers to enjoy their content on various devices, including smartphones and tablets. 
However, the integration of digital comic books into existing platforms and systems poses challenges, such as compatibility issues and the need for seamless user experiences. To stay competitive, market players must address these challenges and continue to innovate, providing high-quality digital comic book experiences for consumers. The market analysis also highlights the importance of effective marketing strategies and engaging content to attract and retain customers in the highly competitive digital landscape.

What will be the Digital Comic Book Market Size During the Forecast Period?

Request Free Sample

The market has experienced significant growth in recent years, with e-commerce emerging as a popular avenue for consumers to purchase and access their favorite titles. However, this shift from non-digital formats to digital comics has not diminished the demand for traditional comic books. The superhero and action genres, long-standing favorites among comic enthusiasts, continue to thrive in both digital and non-digital formats. The anime industry, with its vast array of genres such as science fiction and manga, also contributes significantly to the market.



Female audiences have become an essential demographic in the market. Publishers like Aftershock Media have recognized this trend and have responded by producing a diverse range of titles that cater to this audience. The positive message and creativity enhancement that comics provide make them an attractive medium for readers of all ages. Comic events, such as Comic-Con, continue to draw large crowds, showcasing the enduring appeal of comic books. Comic collectors, both adults and kids, still value the physical copies of their favorite titles, with auctions and custom comic books being popular substitutes for the traditional reading experience.

How is this market segmented and which is the largest segment?

The market research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

Type

  Paid
  Free


Genre

  Science-fiction
  Manga
  Superhero
  Non-fiction
  Others


End-User

  Kids
  Adults


Geography

  APAC

    China
    India
    Japan
    South Korea


  North America

    Canada
    US


  Europe

    Germany
    France


  South America

    Brazil


  Middle East and Africa

By Type Insights

The paid segment is estimated to witness significant growth during the forecast period. The market has experienced steady growth due to the increasing popularity of science fiction genres, particularly among female audiences. This growth can be attributed to several factors, including the success of comic book-based TV shows and movies, as well as the availability of innovative offerings such as discounts for new subscribers. Additionally, the rise in paper pulp and raw material prices has made digital comic books a cost-effective alternative.

Geopolitical issues and advancements in digital technology have also contributed to the market's expansion. Furthermore, the emergence of AI-illustrated comics and non-fungible token (NFT) comics has added new dimensions to the industry. The paid segment of the market is expected to continue growing moderately during the forecast period, driven by the increasing number of subscribers seeking access to the latest releases.

Get a glance at the share of various segments. Request Free Sample

The paid segment was valued at USD 1.53 billion in 2019 and showed a gradual increase during the forecast period.

Regional Analysis

APAC is estimated to contribute 64% to the growth of the global market during the forecast period. Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

For more insights on the market share of various regions Request Free Sample

The market in the region is experiencing a significant shift as readers increasingly prefer digital formats over printed books. This trend is driven by the widespread availability of high-speed Internet and the growing number of consumers owning smartphones, tablets, and computers. Publishers are responding to this trend by offering digital comic books in various genres, includ

The graph shows the share of adults who are fans of comic books in the United States as of April 2019. The data reveals that ** percent of respondents said that they were fans of comics books, however ** percent said that they were not.

This statistic shows the frequency of reading comic books among adults in the United States as of November 2018, broken down by age group. The data shows that ** percent of U.S. respondents aged 55 or above said that they had never read a comic book, compared to ** percent of those aged 18 to 34 years who said the same. Similarly, six percent of ***** year olds said that they read comics once a month, compared to just *** percent of respondents aged 55 or older.

Discover the booming digital comics market! This comprehensive analysis reveals market size, growth trends (15% CAGR), key players (Naver, Kakao, Lezhin), and regional insights. Learn about subscription models, advertising revenue, and the future of digital comic platforms.

Comics Publishing Market Outlook

According to our latest research, the global comics publishing market size reached USD 14.7 billion in 2024, reflecting robust growth driven by both traditional and digital segments. The market is projected to expand at a CAGR of 7.2% from 2025 to 2033, reaching an estimated value of USD 27.6 billion by the end of the forecast period. This remarkable growth trajectory is primarily fueled by the increasing digitalization of content, rising popularity of diverse genres, and the expansion of distribution channels worldwide, as per our latest industry analysis.

The comics publishing market is experiencing significant momentum due to the surge in digital media consumption and the continued global fascination with comic-based intellectual properties. The proliferation of smartphones, tablets, and e-readers has made digital comics more accessible than ever, attracting a new generation of readers. Additionally, the evolution of webcomics and graphic novels has expanded the marketÂ’s demographic reach, engaging not only traditional comic enthusiasts but also casual readers and younger audiences. This shift towards digital platforms has enabled publishers to experiment with interactive content, serialized storytelling, and multimedia integration, further enhancing reader engagement and broadening the market base.

Another major growth factor is the increasing cross-media adaptation of comic content, which has elevated the profile of comics in mainstream culture. The success of blockbuster movies, television series, and video games based on comic book franchises has contributed to a resurgence in comic sales, both in print and digital formats. Moreover, the rise of conventions, fan events, and online communities has fostered a vibrant ecosystem that supports both established publishers and independent creators. This ecosystem not only drives sales but also encourages innovation in storytelling, art styles, and publishing formats, thereby sustaining long-term market growth.

Globalization and the diversification of comic genres have further catalyzed market expansion. While superhero comics remain dominant in North America and Europe, manga enjoys immense popularity in Asia Pacific and is rapidly gaining traction in Western markets. The growing appetite for science fiction, fantasy, horror, and other niche genres has led publishers to diversify their portfolios, catering to varied tastes and cultural preferences. This genre diversification, coupled with the increasing number of distribution channels such as online stores, bookstores, and supermarkets, has made comics more accessible and appealing to a broader audience, fueling sustained market growth.

From a regional perspective, Asia Pacific leads the market, driven by the massive popularity of manga in Japan and South Korea, as well as the growing influence of Chinese webcomics. North America remains a stronghold for superhero comics, while Europe is witnessing a surge in graphic novel readership. Latin America and the Middle East & Africa are emerging markets, showing promising growth rates due to increasing internet penetration and a burgeoning youth population. This regional diversification ensures that the comics publishing market remains resilient and adaptable to changing consumer preferences across the globe.

Comic Book Collectibles have become an integral part of the comics publishing ecosystem, offering fans and collectors a tangible connection to their favorite stories and characters. The allure of owning a piece of comic history, whether it's a rare first edition or a limited-run variant cover, has fueled a thriving market for collectibles. This segment not only appeals to dedicated collectors but also attracts new enthusiasts who are drawn to the nostalgia and investment potential of comic memorabilia. As the popularity of comic book franchises continues to rise, so too does the demand for unique and valuable collectibles, further enriching the cultural and economic landscape of the comics industry.

The global comic book publishing market, encompassing giants like Marvel and DC Comics alongside independent publishers such as Image and Dark Horse, is a dynamic industry experiencing steady growth. While precise market size figures are unavailable, industry reports suggest a multi-billion dollar market in 2025, with a Compound Annual Growth Rate (CAGR) projected to be in the mid-single digits through 2033. This growth is fueled by several key drivers: the enduring popularity of superhero franchises adapted into films and television series, the rise of digital comics and graphic novels increasing accessibility, the expanding global readership base particularly in emerging markets, and the creative innovation within the independent comics sector. Trends such as diversification into related merchandise, licensing deals, and collaborations with streaming platforms contribute to market expansion. However, challenges remain, including increased printing and distribution costs, competition from other forms of entertainment, and the need for constant adaptation to evolving consumer preferences. The market segmentation reveals a diverse landscape. Major publishers like Marvel and DC dominate the superhero genre, while independent publishers cater to a wider range of genres and artistic styles. Geographic distribution shows strong performance in North America and Europe, with Asia and other regions representing significant growth opportunities. While data on precise regional market shares is limited, we can reasonably infer that North America holds the largest market share, driven by the presence of major publishers and a large established readership. The competitive landscape is fiercely contested, with established players constantly innovating to maintain their market share and smaller publishers seeking to carve out niches for themselves. The forecast period of 2025-2033 presents opportunities for expansion into new markets, digital platforms, and creative content formats for both major and independent players alike.

Discover the latest trends in the global paper comic book market. This in-depth analysis reveals a $5 billion market in 2025, exploring growth drivers, restraints, key players (Disney, Marvel, Shueisha), and regional market shares. Learn about the future of print comics in a digital age.

Discover the booming market for comic book reading apps! Explore market size, growth trends (15% CAGR), key players (Marvel, DC), and regional insights in our comprehensive analysis. Learn about the impact of Android, iOS, and subscription models on this dynamic industry.

The booming online comic book market is projected to reach $61.88 billion by 2033, fueled by digital adoption and innovative subscription models. Discover key trends, top players (Naver, Kakao, Tencent), and regional growth forecasts in this comprehensive market analysis.

Discover the booming kids' comics market! Explore key trends, growth drivers, and major players shaping this lucrative industry, projected to reach $1.9 billion by 2030. Learn about digital platforms, diverse characters, and the future of children's entertainment.

The global comic publishing platform market is experiencing robust growth, driven by the increasing popularity of digital comics, the rise of mobile devices, and the expanding reach of online platforms. The market, estimated at $5 billion in 2025, is projected to witness a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching a valuation exceeding $15 billion by 2033. This expansion is fueled by several key factors. Firstly, the accessibility and affordability of digital comics through subscription models and individual purchases are attracting a broader audience, including younger demographics. Secondly, the emergence of interactive and immersive features within digital comic platforms enhances user engagement. The growing popularity of webtoons, a format optimized for mobile reading, significantly contributes to market expansion, particularly in Asia. Finally, the ongoing consolidation of publishers and platform providers is leading to a more efficient distribution network and broader content libraries. Different segments within the market, like web-based and cloud-based platforms, cater to varying user preferences and technological capabilities, further contributing to market diversity. Significant regional variations exist. North America and Asia-Pacific currently dominate the market, driven by high internet penetration, established digital comic reading habits, and the presence of major players like LINE Webtoon, Tencent, and DC Comics. However, emerging markets in South America, Africa, and parts of Asia are showing significant potential for growth as internet access and digital literacy increase. Restraints to market growth include piracy concerns, the need for continuous platform innovation to remain competitive, and potential challenges related to copyright management and content licensing agreements. The ongoing evolution of technology and reader preferences requires platforms to adapt quickly and offer a compelling user experience to sustain their position in this dynamic market. Future growth will likely be shaped by advancements in augmented reality (AR) and virtual reality (VR) technologies, which may provide new immersive reading experiences and potentially disrupt the existing landscape.

tyriaa/Your-Comics dataset hosted on Hugging Face and contributed by the HF Datasets community

Discover the booming digital comics publishing market! Explore its $2.5B (2025) valuation, 15% CAGR, key players (Comixology, Webtoon, more), and future trends shaping this dynamic industry. Learn about market segmentation and regional insights for informed business decisions.

Discover the booming kids' comics market! Explore a $10.62 billion industry growing at an 8.1% CAGR, driven by digital accessibility and engaging storytelling. Learn about key players, market trends, and future growth projections in our comprehensive analysis.

Explore the booming Comic Book Market, projected to reach $17.11 billion with a 5.37% CAGR. Discover key drivers, trends, and regional insights shaping the future of comics. Key drivers for this market are: Comic books as collector's item, Easy accessibility through online media. Potential restraints include: Complexity in the Manufacturing Process with Countable Number of Folds, Huge Price Tags with Products from Prominent Vendors. Notable trends are: Digital Comic Books are Expected to Hold Significant Share of the Market.