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Sets - Execution started 09/03/2026 00:22 UTC
By Guilherme Ruiz

---

Table of Contents

• 1 Data acquisition
  • 1.1 Fetch set lists
  • 1.2 Fetch set properties
  • 1.3 Merge data
• 2 Check changes
  • 2.1 Load previous data
  • 2.2 Generate changelog
  • 2.3 Save data
• 3 Data visualization
  • 3.1 Full data
  • 3.2 Set
  • 3.3 Card number
  • 3.4 Name
  • 3.5 Rarity
    • 3.5.1 By unique
    • 3.5.2 By combination
  • 3.6 Print
  • 3.7 Quantity
  • 3.8 Region
  • 3.9 Cover card
  • 3.10 Series
  • 3.11 Set type
  • 3.12 Release
    • 3.12.1 By year
    • 3.12.2 By month
    • 3.12.3 By day
    • 3.12.4 By region
    • 3.12.5 By series
    • 3.12.6 By set type
• 4 Epilogue
  • 4.1 HTML export

1 Data acquisition

1.1 Fetch set lists

Downloading list of 'Set Card Lists' pages

  0%|          | 0/183 [00:00<?, ?it/s]

8233 set lists received - 0 missing

1.2 Fetch set properties

  0%|          | 0/208 [00:00<?, ?it/s]

3114 set properties received - 0 errors

1.3 Merge data

Set properties merged

2 Check changes

2.1 Load previous data

Sets file loaded.

2.2 Generate changelog

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

Changelog saved to sets_changelog_20260228T0713Z_20260309T0022Z.bz2

2.3 Save data

Data saved to sets_data_20260309T0022Z.bz2

3 Data visualization

3.1 Full data

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

Full data available here

3.2 Set

Total number of sets:

3114

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.3 Card number

Total number of card numbers:

273123

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.4 Name

Total number of card names:

17317

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.5 Rarity

Total number of rarities:

76

3.5.1 By unique

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.5.2 By combination

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.6 Print

Total number of prints:

30

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.7 Quantity

Total number of quantities:

3

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.8 Region

Total number of regions:

17

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.9 Cover card

Total number of cover cards:

1267

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.10 Series

Total number of series:

81

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.11 Set type

Total number of set types:

37

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.12 Release

Total number of release dates:

2701

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.12.1 By year

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.12.2 By month

3.12.3 By day

3.12.4 By region

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.12.5 By series

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

3.12.6 By set type

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

Loading ITables v2.5.1 from the init_notebook_mode cell... (need help?)

4 Epilogue

[updates f0f7c47] Sets report benchmarked - 2026-03-09T00:32:57.772117+00:00
 13 files changed, 780 insertions(+), 800 deletions(-)
 create mode 100644 data/cards_changelog_20260228T0704Z_20260308T2045Z.bz2
 create mode 100644 data/cards_data_20260308T2045Z.bz2
 create mode 100644 data/rush_changelog_20260228T0711Z_20260308T2052Z.bz2
 create mode 100644 data/rush_data_20260308T2052Z.bz2

Execution completed 09/03/2026 00:33 UTC

4.1 HTML export

Notebook saved to disk