datavortexnew vs returning traders
    Updated 2025-04-28
    WITH SwapData AS (
    SELECT
    tx_hash,
    origin_from_address,
    block_timestamp,
    DATE_TRUNC('week', block_timestamp) AS swap_week
    FROM
    ink.core.ez_decoded_event_logs
    WHERE
    event_name = 'Swap'
    AND origin_to_address = '0xa8c1c38ff57428e5c3a34e0899be5cb385476507'
    AND block_timestamp IS NOT NULL
    AND tx_succeeded = TRUE
    ),

    FirstSwaps AS (
    SELECT
    origin_from_address,
    MIN(swap_week) AS first_week
    FROM SwapData
    GROUP BY origin_from_address
    ),

    WeeklyStats AS (
    SELECT
    s.swap_week,
    s.tx_hash,
    s.origin_from_address,
    CASE
    WHEN s.swap_week = f.first_week THEN 'New'
    ELSE 'Returning'
    END AS trader_type
    FROM SwapData s
    LEFT JOIN FirstSwaps f
    ON s.origin_from_address = f.origin_from_address
    )
    Last run: 13 days ago
    WEEK
    new_traders
    returning_traders
    1
    2024-12-23 00:00:00.0002170
    2
    2024-12-30 00:00:00.000212267
    3
    2025-01-06 00:00:00.0001561460
    4
    2025-01-13 00:00:00.000958477
    5
    2025-01-20 00:00:00.00011467687
    6
    2025-01-27 00:00:00.0008917933
    7
    2025-02-03 00:00:00.00012891268
    8
    2025-02-10 00:00:00.000182422798
    9
    2025-02-17 00:00:00.00079854850
    10
    2025-02-24 00:00:00.00031572638
    11
    2025-03-03 00:00:00.00026202891
    12
    2025-03-10 00:00:00.00016171446
    13
    2025-03-17 00:00:00.00036982266
    14
    2025-03-24 00:00:00.00012263629
    15
    2025-03-31 00:00:00.00029307608
    16
    2025-04-07 00:00:00.00016673360
    17
    2025-04-14 00:00:00.0007621614
    18
    2025-04-21 00:00:00.0006391295
    19
    2025-04-28 00:00:00.000038
    19
    707B
    6s