fantasyAptos User Retention & Growth Analysis
    Updated 2025-03-27
    WITH user_activity AS (
    SELECT
    sender,
    DATE_TRUNC('month', block_timestamp) AS DATE
    FROM
    aptos.core.fact_transactions
    ),
    first_time_users AS (
    SELECT
    sender,
    MIN(DATE_TRUNC('month', block_timestamp)) AS first_active_month
    FROM
    aptos.core.fact_transactions
    GROUP BY
    sender
    ),
    monthly_stats AS (
    SELECT
    ua.DATE,
    COUNT(DISTINCT ua.sender) AS monthly_active_users,
    COUNT(
    DISTINCT CASE
    WHEN ftu.first_active_month = ua.DATE THEN ua.sender
    END
    ) AS new_users,
    COUNT(
    DISTINCT CASE
    WHEN ftu.first_active_month < ua.DATE THEN ua.sender
    END
    ) AS returning_users
    FROM
    user_activity ua
    JOIN first_time_users ftu ON ua.sender = ftu.sender
    GROUP BY
    ua.DATE
    ),
    Last run: 2 months ago
    DATE
    MAU
    GROWTH_RATE
    NEW_USERS
    NEW_USERS_PERCENTAGE
    RETURNING_USERS
    RETURNING_USERS_RATE
    RETENTION_RATE
    CHURN_RATE
    1
    2022-10-01 00:00:00.0001408632140863210000
    2
    2022-11-01 00:00:00.000546513-61.20257138876771.13591115774628.86408911.19852588.8015
    3
    2022-12-01 00:00:00.000428274-21.63516734706881.0387748120618.96122614.85893385.1411
    4
    2023-01-01 00:00:00.000358093-16.38693923955166.89630911854233.10369127.67900972.321
    5
    2023-02-01 00:00:00.000206659-42.28901410683451.6957899982548.30421127.87683672.1232
    6
    2023-03-01 00:00:00.0002159424.49194111482653.17446410111646.82553648.92891251.0711
    7
    2023-04-01 00:00:00.00032890252.31034322175267.42190710715032.57809349.61980550.3802
    8
    2023-05-01 00:00:00.000300645-8.59131320003066.53361910061533.46638130.59117969.4088
    9
    2023-06-01 00:00:00.0003095922.97593519733463.74001911225836.25998137.33905462.6609
    10
    2023-07-01 00:00:00.0001165357276.417026102268787.757414267012.242646.08323253.9168
    11
    2023-08-01 00:00:00.000173999249.309782149624885.9916624374414.0083420.91582279.0842
    12
    2023-09-01 00:00:00.000915011-47.41291967123373.35791624377826.64208414.01029485.9897
    13
    2023-10-01 00:00:00.000152719366.904332100473565.78965552245834.21034557.09854942.9015
    14
    2023-11-01 00:00:00.000747591-51.04803448001264.20783626757935.79216417.52096882.479
    15
    2023-12-01 00:00:00.00099161532.64137765070965.62113334090634.37886745.60060254.3994
    16
    2024-01-01 00:00:00.000162379363.752364125083677.0317437295722.9682637.61106962.3889
    17
    2024-02-01 00:00:00.0001565952-3.562092112017571.53316344577728.46683727.45282272.5472
    18
    2024-03-01 00:00:00.000250734760.116466165912066.17033984822733.82966154.16685845.8331
    19
    2024-04-01 00:00:00.0001882774-24.909715124403266.0744263874233.9255825.47481574.5252
    20
    2024-05-01 00:00:00.0001607322-14.630115118788373.90448241943926.09551822.27771477.7223
    30
    3KB
    202s