For the uninitiated, "Raw Manga" (or Raw Manhwa) refers to the original, unedited, untranslated version of the chapter. The English scanlated versions typically lag 3 to 7 days behind the Korean raw release. For major series like GUILTY CIRCLE , the raw drops on Korean portals (like KakaoPage or Naver Series) mid-week, while translated versions appear on weekends. Hardcore fans want to see the art and panel flow immediately, even if they cannot read the Korean dialogue perfectly. The visual storytelling in GUILTY CIRCLE is so strong that many fans can infer 70% of the plot just from the character expressions and scene transitions.
Guilty Circle , by Tsukasa Monma (story) and Yammy Yamamoto (art), tells the story of Sawaya Doji, a naive college freshman who arrives at his dream school, Seio University, with dreams of finding romance and a new life. During the club recruitment fair, he is quickly swept up by the beautiful and enigmatic Kaede Hoshimi and invited to join an elite, glamorous social circle.
: The extracted features can be high-dimensional. Techniques like PCA (Principal Component Analysis), t-SNE (t-distributed Stochastic Neighbor Embedding), or UMAP (Uniform Manifold Approximation and Projection) can be used to reduce the dimensionality for easier visualization or further analysis. GUILTY CIRCLE chap 173 Raw Manga - WeloveManga
Refresh WeloveManga on Thursday (Japan time), keep your ad-blocker on, and be ready for an emotional rollercoaster. Chapter 173 is rumored to contain a twist that will redefine everything we thought we knew about the Guilty Circle.
Let me write a draft that's comprehensive, around 800-1500 words. Use markdown formatting for headers and lists. Make sure the keyword appears naturally multiple times, especially in headings and early paragraphs. Include practical sections like "Where to Find GUILTY CIRCLE Chap 173 Raw" but clarify I don't host it. Highlight the risks of raw sites like malware. Promote official sources like KakaoPage or Tappytoon if applicable. For the uninitiated, "Raw Manga" (or Raw Manhwa)
Don’t forget to bookmark this page and check WeloveManga for the latest raw releases. Make sure to follow our blog for weekly breakdowns, translation updates, and news on Guilty Circle!
Stay tuned. The circle is about to close. Hardcore fans want to see the art and
Since this chapter is a very recent or upcoming release as of April 2026, here is how you can typically track it down:
GUILTY CIRCLE Chapter 173 intensifies the series' psychological drama, featuring a pivotal confrontation where a long-hidden secret is exposed and shifts the power dynamics among characters. Visual cues in the raw manga reveal dramatic reactions and a point of no return for key figures, signaling an acceleration toward a major plot climax. You can find the raw chapter on community platforms like WeloveManga. Share public link