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Thanks for your comment! I doubled checked my process and found that channels without policies were also being included.
Here are the updated results:

Uniform

P | FULL LN | Professional subnet ------+-----------+-------------------- 99.9% | 0 | 843342 ------+-----------+-------------------- 99.0% | 0 | 3372695 ------+-----------+-------------------- 97.5% | 971 | 4877749 ------+-----------+-------------------- 90.0% | 9732 | 8256485 ------+-----------+-------------------- 80.0% | 23366 | 11592785 ------+-----------+-------------------- 50.0% | 127162 | 26282557 ------+-----------+-------------------- 33.9% | 349127 | 41021223 ------+-----------+--------------------
Expected Service level P in the full network & professional subnet for various target amounts
amount | FULL LN | Professional subnet ---------+------------+-------------------- 1000 | 97.46% | 99.99% ---------+------------+-------------------- 10000 | 89.74% | 99.99% ---------+------------+-------------------- 100000 | 53.37% | 99.99% ---------+------------+-------------------- 1000000 | 18.82% | 99.82% ---------+------------+--------------------

Beta

P | FULL LN | Professional subnet ------+-----------+-------------------- 99.9% | 0 | 168796 ------+-----------+-------------------- 99.0% | 0 | 2717349 ------+-----------+-------------------- 97.5% | 37 | 4303082 ------+-----------+-------------------- 90.0% | 2904 | 7728877 ------+-----------+-------------------- 80.0% | 13610 | 11114169 ------+-----------+-------------------- 50.0% | 96065 | 26124278 ------+-----------+-------------------- 33.9% | 293410 | 40540338 ------+-----------+--------------------
Expected Service level P in the full network & professional subnet for various target amounts
amount | FULL LN | Professional subnet ---------+------------+-------------------- 1000 | 93.16% | 99.97% ---------+------------+-------------------- 10000 | 82.67% | 99.96% ---------+------------+-------------------- 100000 | 48.25% | 99.93% ---------+------------+-------------------- 1000000 | 17.37% | 99.72% ---------+------------+--------------------

Network Stats

Full Network: =============================== Number of Nodes: 12497 Number of Edges: 50551.0 Total Capacity: 4904 BTC Average Liquidity per node: 39.0M sats Average node degree: 4.0 Density: 0.0006 Professional Network: =============================== Number of Nodes: 1009 Number of Edges: 16998.0 Total Capacity: 3309 BTC Average Liquidity per node: 328.0M sats Average node degree: 16.8 Density: 0.0334