Video magnet check
[Safe] TTC VIDEO - Meaning From Data - Statistics Made Clear
At a glance
Security
Video/audio releases should be media-first. Executables or installers in the manifest may indicate bundled install risk — do not run them blindly.
Risk level: none
No extra security flags
Download time estimate
Slower (est.) · seeders 12
Few seeders. Speed can be bursty; you may wait before a stable rate. Large packs take longer.
Ranges below are seeders + size heuristics (probe_method=estimate_only)—not a peer speed probe, and not your ISP speed.
Use scenarios
Primary scenario
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Quality suspect (label vs size)
Resolution label vs size looks inconsistent, or tier is suspect (heuristic score).
Suggested action Recheck the list and source; prefer a more trusted release.
Confidence:high ·
tier=suspect, score=20, has_video_asset
Other scenarios
Scenarios are filename/extension heuristics (file-type-scenario-engine). Streams and subtitle text are not read.
Specs & source (filename)
Not enough signal · Quality score 20/100 · How video quality scoring works
- Resolution
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- Source
- —
- Video codec
- —
- Audio
- —
- HDR
- —
- Container
- AVI
- Year
- —
- Release group
- —
- Quality tier (heuristic)
- Suspect (cam or size mismatch) · 20/100 · How video quality scoring works
- Size vs label
- Not enough signal
- Content span
- Collection / multi-file
- Quality formula
2026.08.22.vq2· Parse confidence low · How video quality scoring works- Approx. bitrate (assume 2h)
- ~0.2 Mbps
Playback compatibility
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Audio languages
No audio language tokens in the name; may be a single default track or unlabeled embedded audio (streams not read).
Inferred from magnet name and video filenames only — not external subs; container audio tracks are not parsed.
External subtitle languages
No external subtitle files found; may be softsubs inside the container or none (tracks not inspected).
Manifest summary
Mostly Video (25); also Ebook×1.
26 files · 3.59 GB
Full file-type matching catalog
- Video
- Ebook
Magnet file list
26 files · source libtorrent · parsed at 2026-08-24T14:24:57Z
No matching files
| Path | Category | Size |
|---|---|---|
TTC - Meaning From Data - Statistics Made Clear/Introduction.avi |
Video | 20.0 MB |
TTC - Meaning From Data - Statistics Made Clear/L01 - Describing Data and Inferring Meaning.avi |
Video | 149.7 MB |
TTC - Meaning From Data - Statistics Made Clear/L02 - Data and Distributions - Getting the Picture.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L03 - Inference - How Close - How Confident.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L04 - Describing Dispersion or Measuring Spread.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L05 - Models of Distributions - Shapely Families.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L06 - The Bell Curve.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L07 - Correlation and Regression - Moving Together.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L08 - Probability - Workhorse for Inference.avi |
Video | 149.7 MB |
TTC - Meaning From Data - Statistics Made Clear/L09 - Samples - The Few, The Chosen.avi |
Video | 150.0 MB |
TTC - Meaning From Data - Statistics Made Clear/L10 - Hypothesis Testing - Innocent Until.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L11 - Confidence Intervals - How Close - How Sure.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L12 - Design of Experiments - Thinking Ahead.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L13 - Law - You're the Jury.avi |
Video | 150.0 MB |
TTC - Meaning From Data - Statistics Made Clear/L14 - Democracy and Arrow's Impossibility Theorem.avi |
Video | 150.0 MB |
TTC - Meaning From Data - Statistics Made Clear/L15 - Election Problems and Engine Failure.avi |
Video | 150.0 MB |
TTC - Meaning From Data - Statistics Made Clear/L16 - Sports - Who's the Best of All Time.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L17 - Risk - War and Insurance.avi |
Video | 150.0 MB |
TTC - Meaning From Data - Statistics Made Clear/L18 - Real Estate - Accounting for Value.avi |
Video | 150.0 MB |
TTC - Meaning From Data - Statistics Made Clear/L19 - Misleading, Distorting, and Lying.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L20 - Social Science - Parsing Personalities.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L21 - Quack Medicine, Good Hospitals, and Dieting.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L22 - Economics - One Way to Find Fraud.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L23 - Science - Mendel's Too-Good Peas.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/L24 - Statistics Everywhere.avi |
Video | 149.9 MB |
TTC - Meaning From Data - Statistics Made Clear/TTC - Meaning From Data - Statistics Made Clear Guidebook.pdf |
Ebook | 54.1 MB |
What to select
Manifest looks clean (mostly video ± subs)
- Select the largest main video file first
- Skip Sample / Screens / Proof folders
Actions
infohash:e06f1e057b4f132535a34dedd3f07f56f2d8626a
How video quality scoring works · Video magnet reading guide · How resource types are detected · How parsing works · Full file-type matching catalog · Report / copyright
Guides
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How to read resolution & source
1080p, WEB-DL, x265, etc. come from filenames—not measured quality. Check file size and the list before downloading.
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Play MKV and external subs
Desktop: VLC / mpv / PotPlayer. Load sidecar subs from the same folder. We do not host players.
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How to read download ETA
On-page ranges are seeder heuristics, not guaranteed speed tests. Never trust exact minutes without a real probe.
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Magnet check & safety habits
Watch for exe/scripts in the list; select only the main video and subs. Use the check page for other magnets.
How video quality scoring works · Video magnet reading guide · How parsing works · How resource types are detected