Credits & Use

Data credits and sharing rules

KFT combines public football data, official FPL data, manually reviewed inputs, and original model interpretation. This page explains what the site relies on, what belongs to KFT, and how to share the work fairly.

Last updated: May 14, 2026

Data KFT relies on

Official Fantasy Premier League public data/API. KFT uses official FPL public data where applicable, including player, team, fixture, gameweek, manager, picks, transfer, and live gameweek information for tools that need it.
Generated KFT projection files. The public site reads KFT-generated CSV files for player-gameweek projections, Monte Carlo point ranges, and fixture views.
Expected-stat and team-context signals. The model may use public expected-stat signals and third-party/team projection inputs where available. Understat enrichment is used as an active optional input when available in the workflow.
Historical validation data. Vaastav historical FPL data is used for backtesting and validation work where applicable. It is not presented as KFT-owned data.
Manual and owner-reviewed inputs. Some important inputs, especially expected minutes and availability assumptions, are manually maintained or owner-reviewed before being used in projections.
Optional configured inputs. Market-odds style fixture inputs may be used only when configured. They should not be assumed to be present in every public output.
FBref is not listed here as an active KFT production source because active usage has not been confirmed in the current public site files and model transparency brief.

How source names are handled

KFT tries to name sources only when active use is confirmed and public naming is appropriate. Some inputs are better described by category, such as third-party/team projection inputs, because the important public point is how they are used: as context for team strength, fixture environment, or projection assumptions, not as KFT-owned data.

If an input is optional or configurable, this page should not make it sound permanent. If an input is used only for validation, this page should not make it sound like a live production feed. That distinction keeps the public explanation honest.

What is original KFT work

KFT owns its original writing, page structure, interface presentation, visual treatment, model interpretation, charts, ranking views, point-range presentation, fixture views, explanations, and site-specific outputs created from the KFT workflow.

That ownership does not mean KFT owns the underlying football matches, clubs, players, official FPL data, third-party data, or public data sources. It means the KFT presentation, analysis layer, and model-led outputs should not be copied or republished as someone else's work.

What KFT does not own

Official Fantasy Premier League data, Premier League information, club and player identifiers, trademarks, logos, public football data, and third-party datasets remain owned or controlled by their respective rights holders or providers. KFT references them only for fantasy football analysis and decision support.

Fantasy Premier League, Premier League, club names, player names, marks, and logos belong to their respective owners. No affiliation, endorsement, sponsorship, or official relationship is implied.

Model outputs and public data

KFT projections and ranges are original site outputs produced from the KFT workflow, but they are built with public and third-party football information as inputs. Sharing a KFT number should therefore credit KFT for the interpretation and presentation while respecting that underlying data rights remain with the relevant providers.

This is also why KFT does not encourage bulk redistribution of projection files. A screenshot or short discussion is normal community use. Repackaging the outputs into another database, tool, feed, or paid product is a different use and needs permission.

Sharing that is encouraged

You may share screenshots, charts, short excerpts, and discussion of KFT numbers for normal FPL conversation, provided the source is clear. Good credit means naming Kiba's FPL Treats, keeping visible watermarks or page context where practical, and linking to kibasfpltreats.com when sharing outside the site.

When discussing projections publicly, avoid presenting a number as a guarantee or as your own model output. If the screenshot or number may be stale, say when it was taken or which gameweek it referred to.

Use that needs permission

Do not scrape, clone, rehost, bulk download, republish, sell, package, automate extraction from, or present KFT outputs as your own without permission. Do not remove credit from charts, screenshots, or site output. Do not abuse KFT pages, data files, serverless functions, proxies, or public endpoints.

If you want to use KFT visuals or outputs in a larger article, video, dataset, tool, newsletter, paid product, or repeated content format, ask first. Permission is usually easiest to discuss when you explain what you want to use, where it will appear, whether it is commercial, and how credit will be shown.

Corrections and permissions

If a source is missing, a credit should be adjusted, or a data-use description is too broad or too narrow, contact KFT through the Contact page. Include the page, chart, file, or wording that needs attention so it can be checked properly.

The older PDF version of this page is kept only as an optional archive: download the archived PDF. The HTML page should be treated as the easier-to-update public version going forward.