merklehaggardGetting Started
    Updated 2025-04-27
    WITH time_window AS (
    SELECT CURRENT_DATE - INTERVAL '90 days' AS start_date
    ),

    all_swaps AS (
    SELECT
    CASE
    WHEN amount_in_usd < 100 THEN '1. <$100'
    WHEN amount_in_usd < 1000 THEN '2. 100-1k'
    WHEN amount_in_usd < 10000 THEN '3. 1k-10k'
    WHEN amount_in_usd < 100000 THEN '4. 10k-100k'
    WHEN amount_in_usd < 1000000 THEN '5. 100k-1m'
    ELSE '6. >$1m'
    END AS trade_size_bucket,
    'ethereum' AS chain,
    LOWER(symbol_in) AS symbol_in,
    LOWER(symbol_out) AS symbol_out,
    amount_in_usd,
    amount_out_usd,
    (1 - (amount_out_usd / amount_in_usd)) AS slippage_ratio
    FROM ethereum.defi.ez_dex_swaps
    WHERE block_timestamp >= (SELECT start_date FROM time_window)
    AND amount_in_usd >= 10000
    AND amount_out_usd > 0
    AND symbol_in IS NOT NULL AND symbol_out IS NOT NULL

    UNION ALL

    SELECT
    CASE
    WHEN amount_in_usd < 100 THEN '1. <$100'
    WHEN amount_in_usd < 1000 THEN '2. 100-1k'
    WHEN amount_in_usd < 10000 THEN '3. 1k-10k'
    WHEN amount_in_usd < 100000 THEN '4. 10k-100k'
    WHEN amount_in_usd < 1000000 THEN '5. 100k-1m'
    Last run: 24 days ago
    CHAIN
    TRADE_SIZE_BUCKET
    SWAP_COUNT
    TOTAL_IN_USD
    TOTAL_OUT_USD
    TOTAL_LOSS_USD
    AVG_SLIPPAGE_PCT
    1
    arbitrum4. 10k-100k52975410397355986.3310383306706.314049280.030.1191
    2
    arbitrum5. 100k-1m71851469415019.931462980611.496434408.440.4511
    3
    arbitrum6. >$1m73128350718.74128118626.89232091.850.0384
    4
    base4. 10k-100k138987033440172127.6933372234628.167937499.590.1941
    5
    base5. 100k-1m299814741256636.434714742482.7526514153.680.4905
    6
    base6. >$1m78133988723.29133147514.298412090.8187
    7
    ethereum4. 10k-100k144937443924081858.7943786727811.63137354047.160.3885
    8
    ethereum5. 100k-1m22475349691449026.3949612546410.578902615.890.1525
    9
    ethereum6. >$1m659613603011614.1813570759898.8632251715.320.2471
    10
    optimism4. 10k-100k15391319497334.66318381354.451115980.210.3675
    11
    optimism5. 100k-1m31361334389.6661103398.54230991.12-0.9703
    12
    optimism6. >$1m11236030.221230266.075764.150.4663
    13
    polygon4. 10k-100k574361298161900.621295938037.362223863.260.1997
    14
    polygon5. 100k-1m1489270050115.04268970604.91079510.140.5223
    15
    polygon6. >$1m36632072.846631503.09569.75-0.0025
    15
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