This schema contains comprehensive datasets for tracking Base fundamental data across multiple metrics categories, including network activity, fees, revenue distribution, stablecoin usage, bridge activity, developer engagement, and market data.
Available Tables
Base data is available in several tables:
- ez_metrics: Main aggregated metrics for the Base network
- ez_metrics_by_category_v2: Metrics broken down by transaction category
- ez_metrics_by_application_v2: Metrics broken down by application
- ez_metrics_by_subcategory: Metrics broken down by subcategory
- ez_metrics_by_contract_v2: Metrics broken down by contract
- ez_metrics_by_chain: Cross-chain flow metrics with inflow and outflow data
Table Schema
Network and Usage Metrics
Table Name | Column Name | Description |
---|
ez_metrics | chain_txns | Daily transactions on the Base network |
ez_metrics | chain_dau | Daily unique users on Base |
ez_metrics | chain_avg_txn_fee | The average transaction fee on Base |
ez_metrics | chain_median_txn_fee | The median transaction fee on Base |
ez_metrics | returning_users | The number of returning users on Base |
ez_metrics | new_users | The number of new users on Base |
ez_metrics | dau | Legacy naming for chain_dau |
ez_metrics | txns | Legacy naming for chain_txns |
ez_metrics | wau | Weekly active users on Base |
ez_metrics | mau | Monthly active users on Base |
ez_metrics | dau_over_100 | Users with balances over $100 (legacy naming) |
User Classification Metrics
Table Name | Column Name | Description |
---|
ez_metrics | sybil_users | The number of sybil users (suspected bots) on Base |
ez_metrics | non_sybil_users | The number of non-sybil users on Base |
ez_metrics | low_sleep_users | Users with continuous activity (possible bots) |
ez_metrics | high_sleep_users | Users with normal activity patterns (likely humans) |
Fee and Revenue Metrics
Table Name | Column Name | Description |
---|
ez_metrics | ecosystem_revenue | Total revenue generated from transaction fees (USD) |
ez_metrics | ecosystem_revenue_native | Total revenue from transaction fees in ETH |
ez_metrics | l1_cash_flow | Fees paid to Ethereum L1 for data posting (USD) |
ez_metrics | l1_cash_flow_native | Fees paid to Ethereum L1 in ETH |
ez_metrics | treasury_cash_flow | Revenue allocated to Base treasury (fees - L1 costs) |
ez_metrics | fees | Legacy naming for ecosystem_revenue |
ez_metrics | fees_native | Legacy naming for ecosystem_revenue_native |
ez_metrics | avg_txn_fee | Legacy naming for chain_avg_txn_fee |
ez_metrics | median_txn_fee | Legacy naming for chain_median_txn_fee |
ez_metrics | l1_data_cost | Legacy naming for l1_cash_flow |
ez_metrics | l1_data_cost_native | Legacy naming for l1_cash_flow_native |
ez_metrics | revenue | Legacy naming for treasury_cash_flow |
ez_metrics | revenue_native | Legacy naming for treasury_cash_flow in ETH |
Volume and Trading Metrics
Table Name | Column Name | Description |
---|
ez_metrics | chain_spot_volume | Total spot DEX volume on Base |
ez_metrics | chain_nft_trading_volume | The total volume of NFT trading on Base |
ez_metrics | settlement_volume | Total volume of DEX + NFT + P2P transfers |
ez_metrics | dex_volumes | Legacy naming for chain_spot_volume |
ez_metrics | nft_trading_volume | Legacy naming for chain_nft_trading_volume |
P2P Transfer Metrics
Table Name | Column Name | Description |
---|
ez_metrics | p2p_native_transfer_volume | Volume of ETH transfers directly between wallets |
ez_metrics | p2p_token_transfer_volume | Volume of ERC-20 token transfers between wallets |
ez_metrics | p2p_transfer_volume | Total volume of all P2P transfers |
Stablecoin Metrics
Table Name | Column Name | Description |
---|
ez_metrics | stablecoin_total_supply | The total supply of stablecoins on Base |
ez_metrics | stablecoin_txns | The number of stablecoin transactions |
ez_metrics | stablecoin_dau | Daily active users of stablecoins |
ez_metrics | stablecoin_mau | Monthly active users of stablecoins |
ez_metrics | stablecoin_transfer_volume | The total volume of stablecoin transfers |
ez_metrics | stablecoin_tokenholder_count | The number of unique stablecoin tokenholders |
ez_metrics | artemis_stablecoin_txns | Stablecoin txns excluding MEV transactions |
ez_metrics | artemis_stablecoin_dau | Daily users excluding MEV addresses |
ez_metrics | artemis_stablecoin_mau | Monthly users excluding MEV addresses |
ez_metrics | artemis_stablecoin_transfer_volume | Stablecoin volume excluding MEV transactions |
ez_metrics | p2p_stablecoin_txns | P2P stablecoin transactions (wallet-to-wallet) |
ez_metrics | p2p_stablecoin_dau | Daily users of P2P stablecoin transfers |
ez_metrics | p2p_stablecoin_mau | Monthly users of P2P stablecoin transfers |
ez_metrics | p2p_stablecoin_transfer_volume | Volume of P2P stablecoin transfers |
ez_metrics | p2p_stablecoin_tokenholder_count | Unique holders conducting P2P transfers |
ez_metrics | non_p2p_stablecoin_transfer_volume | Volume of non-P2P stablecoin transfers |
Bridge Metrics
Table Name | Column Name | Description |
---|
ez_metrics | bridge_volume | The total volume bridged to/from Base |
ez_metrics | bridge_daa | Daily active users of Base bridges |
Developer Activity Metrics
Table Name | Column Name | Description |
---|
ez_metrics | weekly_contracts_deployed | The number of new contracts deployed on Base |
ez_metrics | weekly_contract_deployers | The number of addresses deploying contracts |
Market Metrics
Table Name | Column Name | Description |
---|
ez_metrics | tvl | The total value locked in Base protocols |
Sample Queries
Basic Network Activity Query
-- Pull fundamental network activity data for Base
SELECT
date,
chain_txns,
chain_dau,
ecosystem_revenue,
chain_avg_txn_fee,
chain_median_txn_fee,
tvl
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -3, CURRENT_DATE())
ORDER BY
date ASC
Fee Distribution Analysis
-- Analyze Base fee distribution between L1 and Base
SELECT
date,
ecosystem_revenue,
l1_cash_flow,
treasury_cash_flow,
l1_cash_flow / NULLIF(ecosystem_revenue, 0) * 100 as l1_fee_percentage,
treasury_cash_flow / NULLIF(ecosystem_revenue, 0) * 100 as base_revenue_percentage,
ecosystem_revenue / chain_txns as avg_fee_per_txn,
l1_cash_flow / chain_txns as avg_l1_cost_per_txn
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -3, CURRENT_DATE())
AND ecosystem_revenue > 0
ORDER BY
date ASC
User Growth Analysis
-- Analyze user growth and retention on Base
SELECT
date,
chain_dau,
new_users,
returning_users,
new_users / NULLIF(chain_dau, 0) * 100 as new_user_percentage,
LAG(chain_dau, 7) OVER (ORDER BY date) as dau_week_ago,
chain_dau / NULLIF(dau_week_ago, 0) - 1 as weekly_dau_growth
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -3, CURRENT_DATE())
ORDER BY
date ASC
User Classification Analysis
-- Analyze different user types on Base
SELECT
date,
chain_dau,
sybil_users,
non_sybil_users,
low_sleep_users,
high_sleep_users,
non_sybil_users / NULLIF(chain_dau, 0) * 100 as non_sybil_percentage,
high_sleep_users / NULLIF(chain_dau, 0) * 100 as high_sleep_percentage
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -2, CURRENT_DATE())
ORDER BY
date ASC
Volume Analysis
-- Analyze different volume sources on Base
SELECT
date,
settlement_volume,
chain_spot_volume,
chain_nft_trading_volume,
p2p_transfer_volume,
p2p_native_transfer_volume,
p2p_token_transfer_volume,
stablecoin_transfer_volume,
chain_spot_volume / NULLIF(settlement_volume, 0) * 100 as dex_percentage,
chain_nft_trading_volume / NULLIF(settlement_volume, 0) * 100 as nft_percentage,
p2p_transfer_volume / NULLIF(settlement_volume, 0) * 100 as p2p_percentage
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -1, CURRENT_DATE())
ORDER BY
date ASC
Stablecoin Analysis
-- Track stablecoin usage on Base
SELECT
date,
stablecoin_total_supply,
stablecoin_dau,
artemis_stablecoin_dau,
p2p_stablecoin_dau,
stablecoin_transfer_volume,
p2p_stablecoin_transfer_volume,
non_p2p_stablecoin_transfer_volume,
p2p_stablecoin_transfer_volume / NULLIF(stablecoin_transfer_volume, 0) * 100 as p2p_percentage,
stablecoin_transfer_volume / NULLIF(chain_spot_volume, 0) * 100 as stablecoin_to_dex_ratio
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -2, CURRENT_DATE())
ORDER BY
date ASC
Bridge Activity Analysis
-- Track bridge activity on Base
SELECT
date,
bridge_volume,
bridge_daa as bridge_dau,
bridge_volume / NULLIF(bridge_daa, 0) as avg_bridge_volume_per_user,
chain_dau,
bridge_daa / NULLIF(chain_dau, 0) * 100 as bridging_user_percentage,
LAG(bridge_volume, 7) OVER (ORDER BY date) as bridge_volume_week_ago,
bridge_volume / NULLIF(bridge_volume_week_ago, 0) - 1 as weekly_bridge_growth
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -3, CURRENT_DATE())
ORDER BY
date ASC
Developer Activity Monitoring
-- Track developer activity on Base
SELECT
date,
weekly_contracts_deployed,
weekly_contract_deployers,
weekly_contracts_deployed / NULLIF(weekly_contract_deployers, 0) as avg_contracts_per_deployer,
LAG(weekly_contracts_deployed, 4) OVER (ORDER BY date) as contracts_month_ago,
weekly_contracts_deployed / NULLIF(contracts_month_ago, 0) - 1 as monthly_contract_growth
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -6, CURRENT_DATE())
ORDER BY
date ASC
Layer 2 Economics Analysis
-- Analyze Base's economics as a Layer 2 solution
SELECT
date,
chain_txns,
ecosystem_revenue,
l1_cash_flow,
treasury_cash_flow,
chain_avg_txn_fee,
l1_cash_flow / NULLIF(chain_txns, 0) as l1_cost_per_transaction,
treasury_cash_flow / NULLIF(chain_txns, 0) as profit_per_transaction,
treasury_cash_flow / NULLIF(l1_cash_flow, 0) as profit_to_cost_ratio
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -3, CURRENT_DATE())
ORDER BY
date ASC
Application-specific Analysis
-- Analyze metrics for specific applications on Base
SELECT
date,
app,
friendly_name,
category,
txns,
dau,
returning_users,
new_users
FROM
art_share.base.ez_metrics_by_application_v2
WHERE
date >= DATEADD(month, -2, CURRENT_DATE())
AND app IN ('aerodrome', 'baseswap', 'uniswap-v3')
ORDER BY
app, date ASC
Cross-chain Flow Analysis
-- Analyze cross-chain flows to and from Base
SELECT
date,
inflow,
outflow,
inflow - outflow as net_flow,
SUM(inflow - outflow) OVER (ORDER BY date) as cumulative_net_flow
FROM
art_share.base.ez_metrics_by_chain
WHERE
date >= DATEADD(month, -3, CURRENT_DATE())
ORDER BY
date ASC
TVL and Usage Correlation
-- Analyze relationship between TVL and usage metrics on Base
SELECT
date,
tvl,
chain_dau,
chain_txns,
chain_spot_volume,
stablecoin_total_supply,
tvl / NULLIF(chain_dau, 0) as tvl_per_user,
chain_spot_volume / NULLIF(tvl, 0) as dex_volume_to_tvl_ratio,
stablecoin_total_supply / NULLIF(tvl, 0) * 100 as stablecoin_percentage_of_tvl
FROM
art_share.base.ez_metrics
WHERE
date >= DATEADD(month, -3, CURRENT_DATE())
ORDER BY
date ASC