defi__joshexcessive-yellow
    Updated 2025-05-28
    /*
    Title: Avalanche Liquidity Providers Analytics - Modified for Accurate LP Tracking
    Description: Comprehensive analysis of LP user behavior, segmented by wallet tiers,
    including metrics for user retention, churn, activity, volume, and platform-specific metrics
    */

    -- WITH lp_users AS (
    -- SELECT
    -- origin_from_address as provider,
    -- DATE_TRUNC('month', block_timestamp) as lp_month,
    -- COUNT(DISTINCT tx_hash) as lp_count,
    -- SUM(CASE
    -- WHEN event_name IN ('Mint', 'AddLiquidity') THEN amount_in_usd
    -- ELSE 0
    -- END) as total_liquidity_added_usd,
    -- SUM(CASE
    -- WHEN event_name IN ('Mint', 'AddLiquidity') THEN amount_in_usd
    -- WHEN event_name IN ('Burn', 'RemoveLiquidity') THEN -amount_out_usd
    -- ELSE 0
    -- END) as net_liquidity_position_usd
    -- FROM avalanche.defi.ez_dex_swaps s
    -- JOIN avalanche.defi.dim_dex_liquidity_pools p
    -- ON s.contract_address = p.pool_address
    -- WHERE block_timestamp >= DATEADD('month', -12, CURRENT_DATE())
    -- AND block_timestamp < CURRENT_DATE()
    -- AND event_name IN ('Mint', 'AddLiquidity', 'Burn', 'RemoveLiquidity')
    -- GROUP BY 1,2
    -- HAVING lp_count >= 1
    -- ),

    -- pool_metrics AS (
    -- SELECT
    -- origin_from_address as provider,
    -- DATE_TRUNC('month', block_timestamp) as lp_month,
    -- COUNT(DISTINCT pool_address) as unique_pools,
    -- COUNT(DISTINCT p.platform) as unique_platforms,
    Last run: 29 days ago
    Liquidity Providers' Tier
    Month
    Active LPs
    Total LP Actions
    Total Liquidity Added (USD)
    Net Liquidity Position (USD)
    Avg Liquidity per LP (USD)
    Retained LPs
    Retention Rate %
    Churned LPs
    Churn Rate %
    New LPs
    Net LP Growth
    Reactivated LPs
    Activation Rate %
    Reactivation Rate %
    Avg Actions per LP
    Cohort Retention %
    Avg Pools per LP
    Avg Platforms per LP
    Avg Unique Tokens per LP
    Avg TraderJoe Pools
    Avg Pangolin Pools
    Avg Pharaoh Pools
    Avg Uniswap Pools
    Avg Swaps in LP Pools
    Avg Swap Volume in LP Pools (USD)
    1
    🐳 Whale2025-05-01 00:00:00.000152528945975705461880.295705461880.293741286.480015251001525211971001898.1024.012.9511.7913.723.413.792.16570.4611224736.18
    2
    🐳 Whale2025-04-01 00:00:00.000150426326338999144619.838999144619.835983473.82120780.2529719.75297-29110516.558.71750.4280.2525.08311.9715.023.943.022.03589.1614362479.41
    3
    🐳 Whale2025-03-01 00:00:00.0001795290880915142449754151424497548435905.16132173.5947426.41474-3415025.9211.361620.5173.5925.353.212.4515.533.613.182.01419.410676263.58
    4
    🐳 Whale2025-02-01 00:00:00.0001829288565412427147117.0312427147117.036794503.62149281.5733718.433374715718.9110.521577.7281.5726.73.1613.2116.643.873.272.05437.4212847875.33
    5
    🐳 Whale2025-01-01 00:00:00.0001782264825414576003041.9414576003041.948179575.22145081.3733218.63332-6410517.987.241486.1181.3727.363.0114.0717.653.82.342.65489.3215575182.48
    6
    🐳 Whale2024-12-01 00:00:00.0001846234009617472567070.2317472567070.239465095.92145778.9338921.073897114421.929.881267.6678.9327.932.8314.5318.783.851.852.43373.1616229024.79
    7
    🐳 Whale2024-11-01 00:00:00.0001775186924214937868731.1514937868731.158415700.69149784.3427815.6627824118618.1212.421053.0984.3426.132.6814.1619.013.271.141.91418.1128412349.21
    8
    🐳 Whale2024-10-01 00:00:00.00015349474548055143940.888055143940.885251071.67133687.0919812.9119811713913.9710.4617.6487.0921.752.5111.8515.372.891.041.78205.7714363154.18
    9
    🐳 Whale2024-09-01 00:00:00.00014177406987469616504.97469616504.95271430.14120384.921415.12145010315.658.56522.7284.918.882.4910.2112.892.71.071.57196.2112978064.01
    10
    🐳 Whale2024-08-01 00:00:00.00013678933417921608361.927921608361.925794885.41112882.5223917.4823998317.67.36653.582.5223.312.6912.2615.93.361.261.93267.5918199668.13
    11
    🐳 Whale2024-07-01 00:00:00.00013588339916559746389.886559746389.884830446.53111682.1824217.822422048720.977.8614.1382.1821.642.5911.6715.122.761.291.78289.1613386470.49
    12
    🐳 Whale2024-06-01 00:00:00.00011546730663800379470.83800379470.83293223.1197084.0618415.941840015.940583.2584.0621.642.4811.8414.883.050.961.92191.525596776.3
    13
    🐳 Whale2024-05-01 00:00:00.00011548643786245160491.346245160491.345411750.86115410000000749.0310022.812.4512.3215.783.250.922.05210.646682570.27
    14
    🦈 Shark2025-05-01 00:00:00.000269720534922003055.5322003055.538158.340026971002697-373999.8976.1407.072.154.214.171.171.070.3832.12128428.17
    15
    🦈 Shark2025-04-01 00:00:00.000270024079917422926.4717422926.476452.94170062.96100037.041000-189639021.7622.9489.1862.967.432.154.334.551.290.880.4128.25146738.04
    16
    🦈 Shark2025-03-01 00:00:00.000459625644847149691.6947149691.6910258.85206945.02252754.982527-15571753.1934.6555.845.027.062.244.524.80.80.950.3128.47218470.67
    17
    🦈 Shark2025-02-01 00:00:00.000475132819244664857.2644664857.269401.15319467.23155732.7715575991133.1828.5269.0867.237.132.34.464.730.871.030.3232.02272432.27
    18
    🦈 Shark2025-01-01 00:00:00.000469221219037754637.0637754637.068046.6299263.77170036.231700-85567030.6522.3945.2263.776.622.074.424.760.80.540.3326.65182095.81
    19
    🦈 Shark2024-12-01 00:00:00.000554714695056498922.0256498922.0210185.49319657.62235142.38235112381343.3425.4426.4957.626.371.924.364.890.730.290.3118.72167470.27
    20
    🦈 Shark2024-11-01 00:00:00.000542410737050449642.7550449642.759301.19370368.27172131.7317211213111340.8730.0619.868.276.241.834.425.160.60.190.1721.72144298.99
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