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Cards - Execution started 08/03/2026 20:45 UTC
By Guilherme Ruiz

---

Table of Contents

• 1 Data acquisition
  • 1.1 Fetch online data
  • 1.2 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 Card types
  • 3.3 Monsters
    • 3.3.1 Attributes
    • 3.3.2 Primary types
      • 3.3.2.1 Has effect discrimination
      • 3.3.2.2 Is pendulum discrimination
      • 3.3.2.3 By attribute
    • 3.3.3 Secondary types
      • 3.3.3.1 By attribute
      • 3.3.3.2 By primary type
    • 3.3.4 Monster types
      • 3.3.4.1 By Attribute
      • 3.3.4.2 By primary type
      • 3.3.4.3 By secondary type
    • 3.3.5 ATK
    • 3.3.6 DEF
    • 3.3.7 Level/Rank
      • 3.3.7.1 ATK statistics
      • 3.3.7.2 DEF statistics
    • 3.3.8 Pendulum scale
      • 3.3.8.1 ATK statistics
      • 3.3.8.2 DEF statistics
      • 3.3.8.3 Level/Rank statistics
    • 3.3.9 Link
      • 3.3.9.1 ATK statistics
    • 3.3.10 Link Arrows
      • 3.3.10.1 By combination
      • 3.3.10.2 By unique
      • 3.3.10.3 By link
  • 3.4 Spell & Trap
    • 3.4.1 Properties
  • 3.5 Effect type
    • 3.5.1 Card type discrimination
  • 3.6 Archseries
    • 3.6.1 By card type
    • 3.6.2 By primary type
    • 3.6.3 By secondary type
    • 3.6.4 By monster type
    • 3.6.5 By property
  • 3.7 Artworks
    • 3.7.1 By card type
    • 3.7.2 By primary type
  • 3.8 Errata
    • 3.8.1 By card type
    • 3.8.2 By primary type
    • 3.8.3 By artwork
  • 3.9 TCG & OCG status
    • 3.9.1 TGC status
      • 3.9.1.1 By card type
      • 3.9.1.2 By monster type
      • 3.9.1.3 By archseries
    • 3.9.2 OCG status
      • 3.9.2.1 By card type
      • 3.9.2.2 By monster type
      • 3.9.2.3 By archseries
    • 3.9.3 TCG vs. OCG status
• 4 Extras
  • 4.1 Counters and Tokens
  • 4.2 Unusable cards
  • 4.3 Multiple secondary types
  • 4.4 Not yet released
  • 4.5 Page name differs from card name
• 5 Epilogue
  • 5.1 HTML export

1 Data acquisition

1.1 Fetch online data

Downloading monsters

9188 results

Downloading Spells

2819 results

Downloading Traps

2048 results

Downloading tokens

214 results

Downloading counters

15 results

Downloading all errata

6991 results

Downloading unusable cards

20 results

1.2 Merge data

Data merged

2 Check changes

2.1 Load previous data

Cards file loaded.

2.2 Generate changelog

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

New cards:

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

Changelog saved to cards_changelog_20260228T0704Z_20260308T2045Z.bz2

2.3 Save data

Data saved to cards_data_20260308T2045Z.bz2

3 Data visualization

3.1 Full data

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

Full data available to download here

3.2 Card types

Total number of card types:

3

3.3 Monsters

3.3.1 Attributes

Total number of attributes:

7

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3.3.2 Primary types

Total number of primary types:

7

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3.3.2.1 Has effect discrimination

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Obs: Normal monster can have effect if it is pendulum

3.3.2.2 Is pendulum discrimination

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3.3.2.3 By attribute

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3.3.3 Secondary types

Total number of secondary types:

6

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3.3.3.1 By attribute

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3.3.3.2 By primary type

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3.3.4 Monster types

Total number of monster types:

26

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3.3.4.1 By Attribute

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3.3.4.2 By primary type

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3.3.4.3 By secondary type

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3.3.5 ATK

Total number of ATK values:

85

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3.3.6 DEF

Total number of DEF values:

78

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3.3.7 Level/Rank

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3.3.7.1 ATK statistics

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3.3.7.2 DEF statistics

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3.3.8 Pendulum scale

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3.3.8.1 ATK statistics

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3.3.8.2 DEF statistics

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3.3.8.3 Level/Rank statistics

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3.3.9 Link

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3.3.9.1 ATK statistics

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3.3.10 Link Arrows

3.3.10.1 By combination

Total number of link arrow combinations:

67

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3.3.10.2 By unique

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3.3.10.3 By link

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3.4 Spell & Trap

3.4.1 Properties

Total number of properties:

9

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3.5 Effect type

Total number of effect types:

16

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3.5.1 Card type discrimination

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3.6 Archseries

Total number of Archseries:

839

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3.6.1 By card type

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3.6.2 By primary type

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3.6.3 By secondary type

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3.6.4 By monster type

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3.6.5 By property

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3.7 Artworks

Total number of cards with edited or alternate artworks:

1201

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3.7.1 By card type

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3.7.2 By primary type

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More granularity is unnecessary

3.8 Errata

Total number of cards with errata:

6735

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3.8.1 By card type

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3.8.2 By primary type

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More granularity is unnecessary

3.8.3 By artwork

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3.9 TCG & OCG status

3.9.1 TGC status

Total number of TCG status:

6

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3.9.1.1 By card type

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3.9.1.2 By monster type

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3.9.1.3 By archseries

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3.9.2 OCG status

Total number of OCG status:

6

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3.9.2.1 By card type

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3.9.2.2 By monster type

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3.9.2.3 By archseries

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3.9.3 TCG vs. OCG status

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4 Extras

4.1 Counters and Tokens

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4.2 Unusable cards

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4.3 Multiple secondary types

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4.4 Not yet released

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4.5 Page name differs from card name

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5 Epilogue

[updates 91ce43e] Cards report benchmarked - 2026-03-08T20:51:22.987951+00:00
 1 file changed, 5 insertions(+)

Execution completed 08/03/2026 20:51 UTC

5.1 HTML export

Notebook saved to disk