btcgraphs

Bitcoin analysis · Power law models · Scale invariance research

BTC/USD โ€” loadingโ€ฆ

๐Ÿ“Š Dashboard Updates daily

Charts and data generated automatically from live market data. Run ./update.sh (on pi@fridge) to refresh.

Auto-update: Run ./update.sh on pi@fridge to regenerate and deploy.

๐Ÿ“„ Research Static

Completed research papers and analyses. These are standalone documents โ€” not auto-regenerated.

๐Ÿ”ฌ Bitcoin Power Law Exponent (CNERVF Framework)

Why Bitcoin's exponent is ~5.7 (not 2.0 like most networks): three compounding network effects โ€” network (2.0), security (1.7), market (2.0).

๐Ÿ“ Scale Invariance

Tests whether Bitcoin's power law behavior is a universal property by comparing against 16+ assets including Internet users, broadband, McDonald's, and traditional stocks.

๐Ÿ“… Genesis Date Hypothesis

Validates that January 3, 2009 (Genesis block) is the near-optimal starting date for Bitcoin power law modeling. Tested 147 start dates.

๐Ÿ”ฎ LPPLS Bubble Detection

Log-Periodic Power Law Singularity model for identifying bubble tops and crash risks. Caution: extremely sensitive to window size.

๐ŸŒ Power Law Social Networks

Shows that infection dynamics on scale-free social networks produce power law growth (Rยฒ~0.91-0.95), validating the clustered adoption hypothesis.

๐Ÿ“Š Clauset Power Law Testing

Rigorous Clauset-Shalizi-Newman (2009) methodology for proper power law validation. Addresses distribution-vs-trend distinction.

๐Ÿ’ฐ Retirement Strategy

Long-term investment strategy based on power law projections. Accumulation, conversion, withdrawal, and tax optimization.

๐Ÿงฐ Tools & Utilities

๐Ÿ“ Data Files

๐Ÿ—„ Archived Not regenerable

One-off analysis outputs, experiments, and historical artifacts. Kept for reference but not regenerable from current scripts.

Show archived files (87 items)

Daily Movement Histograms

Per-year histograms of daily BTC price changes. Generated by btc_daily_movement_histogram.py.

All years ยท 2025 ยท 2024 ยท 2023 ยท 2022 ยท 2021 ยท 2020

Cycle Analysis

Cycle slideshow ยท Peak analysis ยท Bitcoin peaks ยท Yearly lows ยท PL 4YMA interactive

LPPLS Variants

Sensitivity summary ยท Window sensitivity report ยท Theory & math ยท Ensemble predictions (CSV)

Exponent Research Variants

Decay comprehensive report ยท Decay investigation ยท Decay evolution ยท Offset decay fit peak ยท Combined chart ยท Model comparison

Other One-Offs

Dip analysis ยท Price with 365d SMA ยท Price graph (variant A) ยท Price graph (variant D) ยท Price history plot ยท Interactive PL ยท Interactive PL (JS) ยท PL compare periods ยท 365d SMA ยท Monthly price ยท Tutorial

Multi-Asset Scanner Outputs

Rยฒ distribution ยท Top assets ยท Investment map ยท Category comparison ยท Quick stats