combined different objects contains plots and data frames (tables) and paragraphs (markdowns) in to single html report
Use Jupyter or Zeppelin notebooks. They provide all of the functionality you described and can export to PDF. Reports can even be run/emailed on a predetermined schedule.
I want to generate a single report that integrates different objects as my analysis inlcudes plots (matplotlib, seaborn and bokeh) and pandas data frames (tables) and paragraphs (markdowns) into an HTML report in python