✳ MEDIA LAB · 26 DATASETS · 26 INDEXABLE
Koldflux Media Lab datasets
Measured, derived, and source-aggregated datasets. Every dataset carries explicit origin + license + methodology + version metadata.
Datasets
| Dataset | Origin | License | Authority | API / Download |
|---|---|---|---|---|
| Cross-platform upload acceptance matrix Per (platform × surface × container × codec) upload acceptance verdict with source URL, recommended … | Source aggregated | Sourced | HIGH_AUTHORITY | JSON · JSON · CSV |
| Encoder quality table - H.264 / H.265 / VP9 / AV1 Per (codec × bitrate × resolution) measured output bytes + encode time, run on Koldflux Media Lab fi… | Koldflux measured | CC BY 4.0 | HIGH_AUTHORITY | JSON · JSON · CSV |
| Per-platform caption render matrix For each (platform × caption-format × line-count × character-length), document the platform's render… | Source aggregated | Sourced | HIGH_AUTHORITY | JSON · JSON · CSV |
| Per-device safe-zone geometry dataset For each (device × platform × surface), document the safe-zone geometry as structured percentages (t… | Source aggregated | Sourced | HIGH_AUTHORITY | JSON · JSON · CSV |
| Codec × container × platform spec matrix Per (codec × container × platform) acceptance + recommended bitrate. Powers the compatibility engine… | Koldflux derived | Sourced | MEDIUM_AUTHORITY | JSON · JSON |
| Transcode quality loss reference For each (source codec → target codec) conversion class, document expected quality loss as categoric… | Koldflux derived | Koldflux internal | MEDIUM_AUTHORITY | |
| File size vs bitrate target Per (duration × bitrate × container) computed file-size target. Companion to encoder-quality table. | Koldflux derived | CC BY 4.0 | MEDIUM_AUTHORITY | |
| Caption line-length safety Per (platform × aspect) recommended caption line character length, derived from safe-zone geometry +… | Koldflux derived | Koldflux internal | MEDIUM_AUTHORITY | |
| Per-platform loudness targets LUFS / true-peak targets per platform (Spotify, Apple Podcasts, YouTube, TikTok). | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| AI content disclosure policies 2026 Per-platform AI content disclosure requirements + how to comply + how to dispute. | Source aggregated | Sourced | HIGH_AUTHORITY | |
| Per-platform thumbnail spec Per-platform thumbnail size / aspect / file-size / format. | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Per-platform keyframe interval recommendation GOP / keyframe interval recommendation per (platform × codec). | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Per-platform color-space policy BT.709 / BT.2020 / P3 acceptance per platform. | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Per-platform HDR policy HDR accept / tone-map policy per platform. | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Audio / music rights & upload compatibility Per-platform audio / music library and rights posture. Reinterpretation: legitimate rights + upload … | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Shorts monetization comparison 2026 YouTube Shorts / TikTok / Reels / Spotlight monetization thresholds and rules. | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Voice clone ethical guidelines Disclosure + consent guidelines for AI voice cloning. | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Content credentials rollout C2PA / IPTC content credentials rollout status by platform. | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Transcription quality per provider WER per (provider, language, audio quality). | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Compression-aware export recommendations Per-platform export recommendations that survive platform recompression. | Koldflux derived | CC BY 4.0 | MEDIUM_AUTHORITY | |
| Spotify Canvas full spec Spotify Canvas full spec (3-8s loop, 9:16, ≤16MB, H.264, optional audio). | Third-party reference | Sourced | REFERENCE | |
| Apple Music video spec Apple Music / iTunes Connect video submission spec. | Third-party reference | Sourced | REFERENCE | |
| Creator cadence by niche Recommended posting cadence per niche. | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Sponsor rate by niche 2026 Sponsor rate card by niche + audience size + engagement. | Source aggregated | Sourced | MEDIUM_AUTHORITY | |
| Creator burnout statistics 2026 Creator burnout stats - sources + caveats. | Source aggregated | Sourced | REFERENCE | |
| Audio loudness measurement receipt A bounded first-party audio loudness receipt: per-test-fixture integrated loudness (LUFS-I), true-pe… | Koldflux measured | CC BY 4.0 | MEDIUM_AUTHORITY | JSON · JSON · CSV |