Overview

    select
    app_list[0]::VARCHAR as wallet,
    count(wallet_address) as wallet_count,
    count(total_nft_mint_txn) / wallet_count * 100 as "% NFT Minter",
    count(list_nft_trade_marketplace_used) / wallet_count * 100 as "% NFT Buyer",
    count(list_dex_trade_project_used) / wallet_count * 100 as "% DEX Trader"
    from
    ethereum.wallet_features.wallet_360,
    lateral flatten(input => app_list)
    where 1 = 1 and wallet like '%_wallet%'
    group by all

    with app as (
    select 
        value::varchar as wallet,
        wallet_address 
    from ethereum.wallet_features.wallet_360, 
    lateral flatten(input => app_list)
        where wallet like '%_wallet%'
    ),
    tokens_bought as (
    select 
        wallet,
        trades.token_bought_address,
        trades.token_bought_name,
        count(distinct transaction_from_address) as users,
        avg(usd_amount) as avg_usd_amount,
        sum(usd_amount) as sum_usd_amount 
    from ethereum.dex.trades 
        inner join app on wallet_address = transaction_from_address 
        and block_timestamp >= current_timestamp - interval '30 days'
    group by all
    )
    select * from tokens_bought
    qualify row_number() over (partition by wallet order by users desc) <= 6

    select
        trades.token_bought_address,
        trades.token_bought_name,
        count(distinct transaction_from_address) as traders
    from ethereum.wallet_features.wallet_360
    inner join ethereum.dex.trades
    on wallet_address = transaction_from_address
    and block_timestamp >=current_timestamp - interval '30 days'
    where array_contains('coinbase_wallet'::variant, app_list)
    group by all
    order by 3 desc

  select
      case
          when total_usd_balance = 0 or total_usd_balance is null then 'Null'
          when total_usd_balance <= 1000 then 'a. <=1k'
          when total_usd_balance > 1000 and total_usd_balance <= 10000 then 'b. 1-10k'
          when total_usd_balance > 10000 and total_usd_balance <= 100000 then 'c. 10-100k'
          when total_usd_balance > 100000 and total_usd_balance <= 1000000 then 'd. 100k-1m'
          when total_usd_balance > 1000000 then 'e. >1m'
      end as balance_tier,
      avg(stablecoin_usd_balance) as avg_stable_balance,
      count(1) as count_all
  from ethereum.wallet_features.wallet_360
  where array_contains('opensea_nft_marketplace'::variant, app_list)
  group by all
  order by 1 asc