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Bible cross-reference tools

Data from openbible.info, www.openbible.info CC-BY 2024-03-11

cross_references_expanded.csv was derived from openbible.info original data table, and parsed and expanded for added flexibility and sortability.

openbible_from_verse_libraries_BibleGateway_query.ipynb creates dataframe dictionaries of every chapter in every book of the Bible. Then, for a from verse query of interest, you can generate Bible Gateway scripture links (in ESV by default, but this can be changed) to every to verse cross-referenced to the query verse.

openbible_from_verse_libraries_treemap.ipynb generates an interactive plotly treemap of all 344,799 from verse cross-references.

treemap of all cross-references in the Bible via openbible.info dataset

Clicking on a book (e.g., Psalms) updates the treemap with only the chapters in the selected book.

treemap of the book of Psalms

Hovering over a chapter of interest (e.g., Psalm 119) brings up a tooltip giving hierarchical data about the chapter, including the sum total of cross-references in this chapter to the rest of the Bible. In this case, Psalm 119 has the most cross-references in the entire Bible at 2,084. Acts 13 has the second-most number of cross-references to the rest of the Bible, coming in at 968 (see line 21 of openbible_from_verse_libraries_treemap.ipynb).

hover tooltip for Psalm 119

hover tooltip for Acts 13