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Bible cross-reference and analysis tools

Open data

Openbible.info

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.

Bible translations and manuscripts in JSON format

Textus receptus in JSON format.

Notebooks

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.

json_bible_textus_receptus.ipynb loads the Textus receptus manuscript into a pandas dataframe, generating word and character counts and visualizations. Runs on a local machine such as Jupyter Notebook or Visual Studio.

json_bible_textus_receptus_colab.ipynb is the Google Colab version for running on Google Colab.

Visualizations

Openbible.info 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


Textus receptus character count by author

Analysis of character count in the Textus receptus manuscript, summed by author, using plotly interactive bar chart. Hovering over a book of interest brings up a tooltip (as shown). Textus receptus character counts by author

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Explore Bible cross-references from openbible.info database

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