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  3. Joining Data with pandas

Exercise

Using outer join to select actors

One cool aspect of using an outer join is that, because it returns all rows from both merged tables and null where they do not match, you can use it to find rows that do not have a match in the other table. To try for yourself, you have been given two tables with a list of actors from two popular movies: Iron Man 1 and Iron Man 2. Most of the actors played in both movies. Use an outer join to find actors who did not act in both movies.

The Iron Man 1 table is called iron_1_actors, and Iron Man 2 table is called iron_2_actors. Both tables have been loaded for you and a few rows printed so you can see the structure.

Venn graph with no overlap

Instructions

100 XP
  • Save to iron_1_and_2 the merge of iron_1_actors (left) with iron_2_actors tables with an outer join on the id column, and set suffixes to ('_1','_2').
  • Create an index that returns True if name_1 or name_2 are null, and False otherwise.