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Timeline - Execution started 08/03/2026 21:02 UTC
By Guilherme Ruiz

Table of Contents ¶

  • 1 Data preparation
    • 1.1 Load data
    • 1.2 Merge data
  • 2 Data visualization
    • 2.1 Debut
      • 2.1.1 By Format
      • 2.1.2 By Region
      • 2.1.3 By Card type
      • 2.1.4 By Primary type
      • 2.1.5 By Secondary type
      • 2.1.6 By Attribute
      • 2.1.7 By Monster type
      • 2.1.8 By Level/Rank
      • 2.1.9 By Pendulum scale
      • 2.1.10 By Link
      • 2.1.11 By ATK
      • 2.1.12 By DEF
    • 2.2 Last release
      • 2.2.1 By Region
      • 2.2.2 By Card type
      • 2.2.3 By Primary type
      • 2.2.4 By Secondary type
      • 2.2.5 By Attribute
      • 2.2.6 By Monster type
      • 2.2.7 By Level/Rank
      • 2.2.8 By Pendulum scale
      • 2.2.9 By Link
      • 2.2.10 By ATK
      • 2.2.11 By DEF
    • 2.3 All releases
      • 2.3.1 By Region
      • 2.3.2 By Card type
      • 2.3.3 By Primary type
      • 2.3.4 By Secondary type
      • 2.3.5 By Attribute
      • 2.3.6 By Monster type
      • 2.3.7 By Level/Rank
      • 2.3.8 By Pendulum scale
      • 2.3.9 By Link
      • 2.3.10 By ATK
      • 2.3.11 By DEF
  • 3 Merge failed
    • 3.1 Names missing
    • 3.2 Card number missing
  • 4 Epilogue
    • 4.1 HTML export

1 Data preparation¶

1.1 Load data¶

Cards file loaded.

Speed file loaded.

Sets file loaded.

1.2 Merge data¶

2 Data visualization¶

Rush duel and Bandai cards are not included.

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2.1 Debut¶

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2.1.1 By Format¶

Monsters' debut per format

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Debuts per date for each format

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2.1.2 By Region¶

Obs: Debut by region is taken from earliest release date in set lists. It may not be as accurate as card specific properties.

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First releases per date

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2.1.3 By Card type¶

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2.1.4 By Primary type¶

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2.1.5 By Secondary type¶

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2.1.6 By Attribute¶

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2.1.7 By Monster type¶

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2.1.8 By Level/Rank¶

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2.1.9 By Pendulum scale¶

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2.1.10 By Link¶

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2.1.11 By ATK¶

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2.1.12 By DEF¶

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2.2 Last release¶

Obs: Only the last release of an individual card name

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2.2.1 By Region¶

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Last releases by date

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2.2.2 By Card type¶

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2.2.3 By Primary type¶

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2.2.4 By Secondary type¶

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2.2.5 By Attribute¶

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2.2.6 By Monster type¶

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2.2.7 By Level/Rank¶

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2.2.8 By Pendulum scale¶

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2.2.9 By Link¶

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2.2.10 By ATK¶

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2.2.11 By DEF¶

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2.3 All releases¶

Obs: All releases includes reprints

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2.3.1 By Region¶

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2.3.2 By Card type¶

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2.3.3 By Primary type¶

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2.3.4 By Secondary type¶

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2.3.5 By Attribute¶

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2.3.6 By Monster type¶

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2.3.7 By Level/Rank¶

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2.3.8 By Pendulum scale¶

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2.3.9 By Link¶

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2.3.10 By ATK¶

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2.3.11 By DEF¶

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3 Merge failed¶

3.1 Names missing¶

Likely due to card being renamed but the old name kept in the set lists

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3.2 Card number missing¶

Likely old OCG cards without card number

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4 Epilogue¶

[updates 54e79ef] Timeline report benchmarked - 2026-03-08T21:18:19.552069+00:00
 1 file changed, 5 insertions(+)

Execution completed 08/03/2026 21:18 UTC

4.1 HTML export¶

Notebook saved to disk