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Deep comparison epoch 642

Back validation of the exported data from Db-sync to BigQuery.

14 Jul 2026 1 min read
Members only

Deep comparison epoch 641

Back validation of the exported data from Db-sync to BigQuery.

9 Jul 2026 1 min read
Members only

Deep comparison epoch 640

Back validation of the exported data from Db-sync to BigQuery.

4 Jul 2026 1 min read
Members only

Deep comparison epoch 639

Back validation of the exported data from Db-sync to BigQuery.

29 Jun 2026 1 min read
Members only

Deep comparison epoch 638

Back validation of the exported data from Db-sync to BigQuery.

24 Jun 2026 1 min read
Members only

State of Transactions epoch 638

State of Tx report for epoch 638 - summarising transactions and counting metadata by type.

24 Jun 2026 1 min read

State of Tokens epoch 638

State of Tokens report for epoch 638 - showing minting/burning of tokens and the most actively traded tokens.

24 Jun 2026 2 min read

State of Scripts epoch 638

State of Scripts report for epoch 638 - showing number of new scripts by type.

23 Jun 2026

State of Pools epoch 638

State of Pools report for epoch 638 - listing new and retiring pools.

23 Jun 2026 1 min read

Deep comparison epoch 637

Back validation of the exported data from Db-sync to BigQuery.

19 Jun 2026
Members only

State of Transactions epoch 637

State of Tx report for epoch 637 - summarising transactions and counting metadata by type.

19 Jun 2026 1 min read

State of Tokens epoch 637

State of Tokens report for epoch 637 - showing minting/burning of tokens and the most actively traded tokens.

19 Jun 2026 2 min read

State of Scripts epoch 637

State of Scripts report for epoch 637 - showing number of new scripts by type.

18 Jun 2026

State of Pools epoch 637

State of Pools report for epoch 637 - listing new and retiring pools.

18 Jun 2026 1 min read

Estimating active users on Cardano

Measuring on-chain activity via distinct stake addresses — a new free dashboard. Dashboard -> One of the harder qu

16 Jun 2026 2 min read

Deep comparison epoch 636

Back validation of the exported data from Db-sync to BigQuery.

14 Jun 2026
Members only

State of Transactions epoch 636

State of Tx report for epoch 636 - summarising transactions and counting metadata by type.

14 Jun 2026 1 min read

State of Tokens epoch 636

State of Tokens report for epoch 636 - showing minting/burning of tokens and the most actively traded tokens.

14 Jun 2026 2 min read

State of Scripts epoch 636

State of Scripts report for epoch 636 - showing number of new scripts by type.

13 Jun 2026

State of Pools epoch 636

State of Pools report for epoch 636 - listing new and retiring pools.

13 Jun 2026 1 min read

Deep comparison epoch 635

Back validation of the exported data from Db-sync to BigQuery.

9 Jun 2026
Members only

State of Transactions epoch 635

State of Tx report for epoch 635 - summarising transactions and counting metadata by type.

9 Jun 2026 1 min read

State of Tokens epoch 635

State of Tokens report for epoch 635 - showing minting/burning of tokens and the most actively traded tokens.

9 Jun 2026 2 min read

State of Scripts epoch 635

State of Scripts report for epoch 635 - showing number of new scripts by type.

8 Jun 2026

State of Pools epoch 635

State of Pools report for epoch 635 - listing new and retiring pools.

8 Jun 2026 1 min read

Deep comparison epoch 634

Back validation of the exported data from Db-sync to BigQuery.

4 Jun 2026
Members only

State of Transactions epoch 634

State of Tx report for epoch 634 - summarising transactions and counting metadata by type.

4 Jun 2026 1 min read

State of Tokens epoch 634

State of Tokens report for epoch 634 - showing minting/burning of tokens and the most actively traded tokens.

4 Jun 2026 2 min read

State of Scripts epoch 634

State of Scripts report for epoch 634 - showing number of new scripts by type.

3 Jun 2026

State of Pools epoch 634

State of Pools report for epoch 634 - listing new and retiring pools.

3 Jun 2026 1 min read

BigQuery: why we keep three copies of every reward and stake table

Same rows, three physical layouts — one for epoch lookups, one for stake-address lookups, one for pool lookups. The reasoning, and the bytes-billed numbers behind it.

3 Jun 2026 4 min read

Deep comparison epoch 633

Back validation of the exported data from Db-sync to BigQuery.

30 May 2026
Members only

State of Tokens epoch 633

State of Tokens report for epoch 633 - showing minting/burning of tokens and the most actively traded tokens.

30 May 2026 2 min read

State of Transactions epoch 633

State of Tx report for epoch 633 - summarising transactions and counting metadata by type.

30 May 2026 1 min read

State of Scripts epoch 633

State of Scripts report for epoch 633 - showing number of new scripts by type.

29 May 2026

State of Pools epoch 633

State of Pools report for epoch 633 - listing new and retiring pools.

29 May 2026 1 min read

Deep comparison epoch 632

Back validation of the exported data from Db-sync to BigQuery.

25 May 2026
Members only

State of Transactions epoch 632

State of Tx report for epoch 632 - summarising transactions and counting metadata by type.

25 May 2026 1 min read

State of Tokens epoch 632

State of Tokens report for epoch 632 - showing minting/burning of tokens and the most actively traded tokens.

25 May 2026 2 min read

State of Scripts epoch 632

State of Scripts report for epoch 632 - showing number of new scripts by type.

24 May 2026

State of Pools epoch 632

State of Pools report for epoch 632 - listing new and retiring pools.

24 May 2026 1 min read

Deep comparison epoch 631

Back validation of the exported data from Db-sync to BigQuery.

21 May 2026
Members only

State of Transactions epoch 631

State of Tx report for epoch 631 - summarising transactions and counting metadata by type.

21 May 2026 1 min read

State of Tokens epoch 631

State of Tokens report for epoch 631 - showing minting/burning of tokens and the most actively traded tokens.

21 May 2026 2 min read

State of Scripts epoch 631

State of Scripts report for epoch 631 - showing number of new scripts by type.

20 May 2026

State of Pools epoch 631

State of Pools report for epoch 631 - listing new and retiring pools.

20 May 2026 1 min read

Deep comparison epoch 630

Back validation of the exported data from Db-sync to BigQuery.

16 May 2026
Members only

Deep comparison epoch 629

Back validation of the exported data from Db-sync to BigQuery.

16 May 2026
Members only

State of Transactions epoch 630

State of Tx report for epoch 630 - summarising transactions and counting metadata by type.

15 May 2026 1 min read

State of Tokens epoch 630

State of Tokens report for epoch 630 - showing minting/burning of tokens and the most actively traded tokens.

15 May 2026 2 min read

State of Scripts epoch 630

State of Scripts report for epoch 630 - showing number of new scripts by type.

14 May 2026

State of Pools epoch 630

State of Pools report for epoch 630 - listing new and retiring pools.

14 May 2026

State of Transactions epoch 629

State of Tx report for epoch 629 - summarising transactions and counting metadata by type.

10 May 2026 1 min read

State of Tokens epoch 629

State of Tokens report for epoch 629 - showing minting/burning of tokens and the most actively traded tokens.

10 May 2026 2 min read

State of Scripts epoch 629

State of Scripts report for epoch 629 - showing number of new scripts by type.

9 May 2026

State of Pools epoch 629

State of Pools report for epoch 629 - listing new and retiring pools.

9 May 2026 1 min read
How Many Users Were Active on Cardano Last Epoch? An AI-Assisted Query in Under a Second

How Many Users Were Active on Cardano Last Epoch? An AI-Assisted Query in Under a Second

On Cardano on BigQuery, we pointed an AI agent to work out a query estimating the number of active users on Cardano. It scanned the schema, wrote the query, and returned the answer in under one second. A schema optimisation led to a 28× cost reduction. Start querying the Cardano chain today.

7 May 2026 2 min read

Deep comparison epoch 628

Back validation of the exported data from Db-sync to BigQuery.

5 May 2026
Members only

State of Transactions epoch 628

State of Tx report for epoch 628 - summarising transactions and counting metadata by type.

5 May 2026 1 min read

State of Tokens epoch 628

State of Tokens report for epoch 628 - showing minting/burning of tokens and the most actively traded tokens.

5 May 2026 2 min read

State of Scripts epoch 628

State of Scripts report for epoch 628 - showing number of new scripts by type.

4 May 2026

State of Pools epoch 628

State of Pools report for epoch 628 - listing new and retiring pools.

4 May 2026 1 min read

State of Tokens epoch 627

State of Tokens report for epoch 627 - showing minting/burning of tokens and the most actively traded tokens.

3 May 2026 2 min read

State of Scripts epoch 627

State of Scripts report for epoch 627 - showing number of new scripts by type.

3 May 2026

State of Transactions epoch 627

State of Tx report for epoch 627 - summarising transactions and counting metadata by type.

3 May 2026 1 min read

State of Pools epoch 627

State of Pools report for epoch 627 - listing new and retiring pools.

3 May 2026 1 min read

Deep comparison epoch 627

Back validation of the exported data from Db-sync to BigQuery.

30 Apr 2026
Members only

Deep comparison epoch 626

Back validation of the exported data from Db-sync to BigQuery.

25 Apr 2026
Members only

State of Tokens epoch 626

State of Tokens report for epoch 626 - showing minting/burning of tokens and the most actively traded tokens.

25 Apr 2026 2 min read

State of Transactions epoch 626

State of Tx report for epoch 626 - summarising transactions and counting metadata by type.

25 Apr 2026 1 min read

State of Scripts epoch 626

State of Scripts report for epoch 626 - showing number of new scripts by type.

24 Apr 2026

State of Pools epoch 626

State of Pools report for epoch 626 - listing new and retiring pools.

24 Apr 2026 1 min read

Deep comparison epoch 625

Back validation of the exported data from Db-sync to BigQuery.

21 Apr 2026
Members only

State of Tokens epoch 625

State of Tokens report for epoch 625 - showing minting/burning of tokens and the most actively traded tokens.

20 Apr 2026 2 min read

State of Transactions epoch 625

State of Tx report for epoch 625 - summarising transactions and counting metadata by type.

20 Apr 2026 1 min read

State of Scripts epoch 625

State of Scripts report for epoch 625 - showing number of new scripts by type.

19 Apr 2026

State of Pools epoch 625

State of Pools report for epoch 625 - listing new and retiring pools.

19 Apr 2026 1 min read

Deep comparison epoch 624

Back validation of the exported data from Db-sync to BigQuery.

15 Apr 2026
Members only

State of Tokens epoch 624

State of Tokens report for epoch 624 - showing minting/burning of tokens and the most actively traded tokens.

15 Apr 2026 2 min read

State of Transactions epoch 624

State of Tx report for epoch 624 - summarising transactions and counting metadata by type.

15 Apr 2026 1 min read

State of Scripts epoch 624

State of Scripts report for epoch 624 - showing number of new scripts by type.

14 Apr 2026

State of Pools epoch 624

State of Pools report for epoch 624 - listing new and retiring pools.

14 Apr 2026 1 min read

Deep comparison epoch 623

Back validation of the exported data from Db-sync to BigQuery.

10 Apr 2026
Members only

State of Tokens epoch 623

State of Tokens report for epoch 623 - showing minting/burning of tokens and the most actively traded tokens.

10 Apr 2026 2 min read

State of Transactions epoch 623

State of Tx report for epoch 623 - summarising transactions and counting metadata by type.

10 Apr 2026 1 min read

State of Scripts epoch 623

State of Scripts report for epoch 623 - showing number of new scripts by type.

9 Apr 2026

State of Pools epoch 623

State of Pools report for epoch 623 - listing new and retiring pools.

9 Apr 2026 1 min read

Deep comparison epoch 622

Back validation of the exported data from Db-sync to BigQuery.

5 Apr 2026
Members only

State of Transactions epoch 622

State of Tx report for epoch 622 - summarising transactions and counting metadata by type.

5 Apr 2026 1 min read

State of Tokens epoch 622

State of Tokens report for epoch 622 - showing minting/burning of tokens and the most actively traded tokens.

5 Apr 2026 2 min read

State of Scripts epoch 622

State of Scripts report for epoch 622 - showing number of new scripts by type.

4 Apr 2026

State of Pools epoch 622

State of Pools report for epoch 622 - listing new and retiring pools.

4 Apr 2026 1 min read

Deep comparison epoch 621

Back validation of the exported data from Db-sync to BigQuery.

2 Apr 2026
Members only

State of Tokens epoch 621

State of Tokens report for epoch 621 - showing minting/burning of tokens and the most actively traded tokens.

1 Apr 2026 2 min read

State of Transactions epoch 621

State of Tx report for epoch 621 - summarising transactions and counting metadata by type.

1 Apr 2026 1 min read

State of Scripts epoch 621

State of Scripts report for epoch 621 - showing number of new scripts by type.

31 Mar 2026

State of Pools epoch 621

State of Pools report for epoch 621 - listing new and retiring pools.

31 Mar 2026 1 min read

Deep comparison epoch 620

Back validation of the exported data from Db-sync to BigQuery.

26 Mar 2026
Members only

Deep comparison epoch 619

Back validation of the exported data from Db-sync to BigQuery.

26 Mar 2026
Members only