m3jiDaily Wallet Segmentation Behavior
    Updated 2025-04-18
    -- forked from Wallet Behavior Segmentation @ https://flipsidecrypto.xyz/studio/queries/633e817e-c2e7-4284-9ab9-6197cdc55945

    WITH price AS (
    select
    date_trunc('day', HOUR) AS day,
    TOKEN_ADDRESS,
    avg(PRICE) as usd_price
    from
    ink.price.ez_prices_hourly
    group by
    1,
    2
    ),

    wallet_activity AS (
    SELECT
    DATE_TRUNC('day', block_timestamp) AS day,
    FROM_ADDRESS AS wallet_address,
    SUM(VALUE * p.usd_price) AS total_value,
    COUNT(*) AS total_transactions
    FROM
    ink.core.fact_transactions tx
    JOIN price p on date_trunc('day', block_timestamp) = p.day
    WHERE
    TX_SUCCEEDED = TRUE
    GROUP BY
    1, 2
    )
    SELECT
    day,
    CASE
    WHEN total_value < 1000 THEN 'Crab (<$1K)'
    WHEN total_value BETWEEN 1000 AND 9999 THEN 'Dolphin ($1K-$9.9K)'
    WHEN total_value BETWEEN 10000 AND 999999 THEN 'Shark ($10K-$999K)'
    ELSE 'Whale ($1M+)'
    END AS wallet_segment,
    Last run: 2 months agoAuto-refreshes every 24 hours
    DAY
    WALLET_SEGMENT
    WALLET_COUNT
    TOTAL_VALUE_TRANSACTED
    AVG_TRANSACTIONS_PER_WALLET
    1
    2024-12-18 00:00:00.000Whale ($1M+)17457151473.145374291.235294
    2
    2024-12-18 00:00:00.000Shark ($10K-$999K)111299094982.04293912.419065
    3
    2025-01-23 00:00:00.000Shark ($10K-$999K)197488007460.034670627.602837
    4
    2025-03-06 00:00:00.000Whale ($1M+)1677727245.49618181364
    5
    2024-12-17 00:00:00.000Shark ($10K-$999K)90372981871.4327710.281285
    6
    2025-03-20 00:00:00.000Whale ($1M+)1567696296.31488552898.666667
    7
    2025-02-11 00:00:00.000Whale ($1M+)2366522471.18449662561.73913
    8
    2025-02-21 00:00:00.000Whale ($1M+)1763391691.05352942319.882353
    9
    2024-12-19 00:00:00.000Shark ($10K-$999K)83162672306.324675311.062575
    10
    2025-03-07 00:00:00.000Whale ($1M+)1859909501.37656161376.5
    11
    2025-04-10 00:00:00.000Whale ($1M+)859784886.37449344061.25
    12
    2024-12-19 00:00:00.000Whale ($1M+)957508979.8758071257.888889
    13
    2025-02-02 00:00:00.000Whale ($1M+)1054561185.63937023560
    14
    2025-03-24 00:00:00.000Whale ($1M+)1254400717.08656033656.25
    15
    2025-03-02 00:00:00.000Whale ($1M+)1653630958.14655753412.6875
    16
    2024-12-17 00:00:00.000Whale ($1M+)350678320.2398923506.333333
    17
    2025-04-05 00:00:00.000Whale ($1M+)850069680.84957726998.625
    18
    2025-02-06 00:00:00.000Whale ($1M+)1148793377.57748682886.545455
    19
    2024-12-20 00:00:00.000Shark ($10K-$999K)60248346373.763435524.707641
    20
    2025-04-02 00:00:00.000Whale ($1M+)1148031949.10522753599.181818
    ...
    517
    38KB
    12s