{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Introduction" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A long time ago in a pre-pandemic world..." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", " | RespondentID | \n", "Have you seen any of the 6 films in the Star Wars franchise? | \n", "Do you consider yourself to be a fan of the Star Wars film franchise? | \n", "Which of the following Star Wars films have you seen? Please select all that apply. | \n", "Unnamed: 4 | \n", "Unnamed: 5 | \n", "Unnamed: 6 | \n", "Unnamed: 7 | \n", "Unnamed: 8 | \n", "Please rank the Star Wars films in order of preference with 1 being your favorite film in the franchise and 6 being your least favorite film. | \n", "Unnamed: 10 | \n", "Unnamed: 11 | \n", "Unnamed: 12 | \n", "Unnamed: 13 | \n", "Unnamed: 14 | \n", "Please state whether you view the following characters favorably, unfavorably, or are unfamiliar with him/her. | \n", "Unnamed: 16 | \n", "Unnamed: 17 | \n", "Unnamed: 18 | \n", "Unnamed: 19 | \n", "Unnamed: 20 | \n", "Unnamed: 21 | \n", "Unnamed: 22 | \n", "Unnamed: 23 | \n", "Unnamed: 24 | \n", "Unnamed: 25 | \n", "Unnamed: 26 | \n", "Unnamed: 27 | \n", "Unnamed: 28 | \n", "Which character shot first? | \n", "Are you familiar with the Expanded Universe? | \n", "Do you consider yourself to be a fan of the Expanded Universe?Âæ | \n", "Do you consider yourself to be a fan of the Star Trek franchise? | \n", "Gender | \n", "Age | \n", "Household Income | \n", "Education | \n", "Location (Census Region) | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "nan | \n", "Response | \n", "Response | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "Han Solo | \n", "Luke Skywalker | \n", "Princess Leia Organa | \n", "Anakin Skywalker | \n", "Obi Wan Kenobi | \n", "Emperor Palpatine | \n", "Darth Vader | \n", "Lando Calrissian | \n", "Boba Fett | \n", "C-3P0 | \n", "R2 D2 | \n", "Jar Jar Binks | \n", "Padme Amidala | \n", "Yoda | \n", "Response | \n", "Response | \n", "Response | \n", "Response | \n", "Response | \n", "Response | \n", "Response | \n", "Response | \n", "Response | \n", "
1 | \n", "3,292,879,998.000 | \n", "Yes | \n", "Yes | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "3 | \n", "2 | \n", "1 | \n", "4 | \n", "5 | \n", "6 | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "I don't understand this question | \n", "Yes | \n", "No | \n", "No | \n", "Male | \n", "18-29 | \n", "NaN | \n", "High school degree | \n", "South Atlantic | \n", "
2 | \n", "3,292,879,538.000 | \n", "No | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "Yes | \n", "Male | \n", "18-29 | \n", "$0 - $24,999 | \n", "Bachelor degree | \n", "West South Central | \n", "
3 | \n", "3,292,765,271.000 | \n", "Yes | \n", "No | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "2 | \n", "3 | \n", "4 | \n", "5 | \n", "6 | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "I don't understand this question | \n", "No | \n", "NaN | \n", "No | \n", "Male | \n", "18-29 | \n", "$0 - $24,999 | \n", "High school degree | \n", "West North Central | \n", "
4 | \n", "3,292,763,116.000 | \n", "Yes | \n", "Yes | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "5 | \n", "6 | \n", "1 | \n", "2 | \n", "4 | \n", "3 | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Somewhat favorably | \n", "Very favorably | \n", "Somewhat favorably | \n", "Somewhat unfavorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "I don't understand this question | \n", "No | \n", "NaN | \n", "Yes | \n", "Male | \n", "18-29 | \n", "$100,000 - $149,999 | \n", "Some college or Associate degree | \n", "West North Central | \n", "
\n", " | index | \n", "0 | \n", "
---|---|---|
0 | \n", "RespondentID | \n", "NaN | \n", "
1 | \n", "Have you seen any of the 6 films in the Star Wars franchise? | \n", "Response | \n", "
2 | \n", "Do you consider yourself to be a fan of the Star Wars film franchise? | \n", "Response | \n", "
3 | \n", "Which of the following Star Wars films have you seen? Please select all that apply. | \n", "Star Wars: Episode I The Phantom Menace | \n", "
4 | \n", "Unnamed: 4 | \n", "Star Wars: Episode II Attack of the Clones | \n", "
5 | \n", "Unnamed: 5 | \n", "Star Wars: Episode III Revenge of the Sith | \n", "
6 | \n", "Unnamed: 6 | \n", "Star Wars: Episode IV A New Hope | \n", "
7 | \n", "Unnamed: 7 | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "
8 | \n", "Unnamed: 8 | \n", "Star Wars: Episode VI Return of the Jedi | \n", "
9 | \n", "Please rank the Star Wars films in order of preference with 1 being your favorite film in the franchise and 6 being your least favorite film. | \n", "Star Wars: Episode I The Phantom Menace | \n", "
10 | \n", "Unnamed: 10 | \n", "Star Wars: Episode II Attack of the Clones | \n", "
11 | \n", "Unnamed: 11 | \n", "Star Wars: Episode III Revenge of the Sith | \n", "
12 | \n", "Unnamed: 12 | \n", "Star Wars: Episode IV A New Hope | \n", "
13 | \n", "Unnamed: 13 | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "
14 | \n", "Unnamed: 14 | \n", "Star Wars: Episode VI Return of the Jedi | \n", "
15 | \n", "Please state whether you view the following characters favorably, unfavorably, or are unfamiliar with him/her. | \n", "Han Solo | \n", "
16 | \n", "Unnamed: 16 | \n", "Luke Skywalker | \n", "
17 | \n", "Unnamed: 17 | \n", "Princess Leia Organa | \n", "
18 | \n", "Unnamed: 18 | \n", "Anakin Skywalker | \n", "
19 | \n", "Unnamed: 19 | \n", "Obi Wan Kenobi | \n", "
20 | \n", "Unnamed: 20 | \n", "Emperor Palpatine | \n", "
21 | \n", "Unnamed: 21 | \n", "Darth Vader | \n", "
22 | \n", "Unnamed: 22 | \n", "Lando Calrissian | \n", "
23 | \n", "Unnamed: 23 | \n", "Boba Fett | \n", "
24 | \n", "Unnamed: 24 | \n", "C-3P0 | \n", "
25 | \n", "Unnamed: 25 | \n", "R2 D2 | \n", "
26 | \n", "Unnamed: 26 | \n", "Jar Jar Binks | \n", "
27 | \n", "Unnamed: 27 | \n", "Padme Amidala | \n", "
28 | \n", "Unnamed: 28 | \n", "Yoda | \n", "
29 | \n", "Which character shot first? | \n", "Response | \n", "
30 | \n", "Are you familiar with the Expanded Universe? | \n", "Response | \n", "
31 | \n", "Do you consider yourself to be a fan of the Expanded Universe?Âæ | \n", "Response | \n", "
32 | \n", "Do you consider yourself to be a fan of the Star Trek franchise? | \n", "Response | \n", "
33 | \n", "Gender | \n", "Response | \n", "
34 | \n", "Age | \n", "Response | \n", "
35 | \n", "Household Income | \n", "Response | \n", "
36 | \n", "Education | \n", "Response | \n", "
37 | \n", "Location (Census Region) | \n", "Response | \n", "
\n", " | RespondentID | \n", "Have you seen any of the 6 films in the Star Wars franchise? | \n", "Do you consider yourself to be a fan of the Star Wars film franchise? | \n", "Which of the following Star Wars films have you seen? Please select all that apply. | \n", "Unnamed: 4 | \n", "Unnamed: 5 | \n", "Unnamed: 6 | \n", "Unnamed: 7 | \n", "Unnamed: 8 | \n", "Please rank the Star Wars films in order of preference with 1 being your favorite film in the franchise and 6 being your least favorite film. | \n", "Unnamed: 10 | \n", "Unnamed: 11 | \n", "Unnamed: 12 | \n", "Unnamed: 13 | \n", "Unnamed: 14 | \n", "Please state whether you view the following characters favorably, unfavorably, or are unfamiliar with him/her. | \n", "Unnamed: 16 | \n", "Unnamed: 17 | \n", "Unnamed: 18 | \n", "Unnamed: 19 | \n", "Unnamed: 20 | \n", "Unnamed: 21 | \n", "Unnamed: 22 | \n", "Unnamed: 23 | \n", "Unnamed: 24 | \n", "Unnamed: 25 | \n", "Unnamed: 26 | \n", "Unnamed: 27 | \n", "Unnamed: 28 | \n", "Which character shot first? | \n", "Are you familiar with the Expanded Universe? | \n", "Do you consider yourself to be a fan of the Expanded Universe?Âæ | \n", "Do you consider yourself to be a fan of the Star Trek franchise? | \n", "Gender | \n", "Age | \n", "Household Income | \n", "Education | \n", "Location (Census Region) | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
count | \n", "1,186.000 | \n", "1186 | \n", "836 | \n", "673 | \n", "571 | \n", "550 | \n", "607 | \n", "758 | \n", "738 | \n", "835 | \n", "836 | \n", "835 | \n", "836 | \n", "836 | \n", "836 | \n", "829 | \n", "831 | \n", "831 | \n", "823 | \n", "825 | \n", "814 | \n", "826 | \n", "820 | \n", "812 | \n", "827 | \n", "830 | \n", "821 | \n", "814 | \n", "826 | \n", "828 | \n", "828 | \n", "213 | \n", "1068 | \n", "1046 | \n", "1046 | \n", "858 | \n", "1036 | \n", "1043 | \n", "
unique | \n", "nan | \n", "2 | \n", "2 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "6 | \n", "3 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "4 | \n", "5 | \n", "5 | \n", "9 | \n", "
top | \n", "nan | \n", "Yes | \n", "Yes | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "4 | \n", "5 | \n", "6 | \n", "1 | \n", "1 | \n", "2 | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Somewhat favorably | \n", "Very favorably | \n", "Neither favorably nor unfavorably (neutral) | \n", "Very favorably | \n", "Neither favorably nor unfavorably (neutral) | \n", "Neither favorably nor unfavorably (neutral) | \n", "Very favorably | \n", "Very favorably | \n", "Very unfavorably | \n", "Neither favorably nor unfavorably (neutral) | \n", "Very favorably | \n", "Han | \n", "No | \n", "No | \n", "No | \n", "Female | \n", "45-60 | \n", "$50,000 - $99,999 | \n", "Some college or Associate degree | \n", "East North Central | \n", "
freq | \n", "nan | \n", "936 | \n", "552 | \n", "673 | \n", "571 | \n", "550 | \n", "607 | \n", "758 | \n", "738 | \n", "237 | \n", "300 | \n", "217 | \n", "204 | \n", "289 | \n", "232 | \n", "610 | \n", "552 | \n", "547 | \n", "269 | \n", "591 | \n", "213 | \n", "310 | \n", "236 | \n", "248 | \n", "474 | \n", "562 | \n", "204 | \n", "207 | \n", "605 | \n", "325 | \n", "615 | \n", "114 | \n", "641 | \n", "549 | \n", "291 | \n", "298 | \n", "328 | \n", "181 | \n", "
mean | \n", "3,290,128,200.533 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
std | \n", "1,055,638.908 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
min | \n", "3,288,372,923.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
25% | \n", "3,289,450,962.750 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
50% | \n", "3,290,147,175.500 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
75% | \n", "3,290,814,462.500 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
max | \n", "3,292,879,998.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
\n", " | RespondentID | \n", "seen_any | \n", "sw_fan | \n", "seen_ep1 | \n", "seen_ep2 | \n", "seen_ep3 | \n", "seen_ep4 | \n", "seen_ep5 | \n", "seen_ep6 | \n", "ranking_ep1 | \n", "ranking_ep2 | \n", "ranking_ep3 | \n", "ranking_ep4 | \n", "ranking_ep5 | \n", "ranking_ep6 | \n", "Han Solo | \n", "Luke Skywalker | \n", "Princess Leia Organa | \n", "Anakin Skywalker | \n", "Obi Wan Kenobi | \n", "Emperor Palpatine | \n", "Darth Vader | \n", "Lando Calrissian | \n", "Boba Fett | \n", "C-3P0 | \n", "R2 D2 | \n", "Jar Jar Binks | \n", "Padme Amidala | \n", "Yoda | \n", "shot_first | \n", "know_eu | \n", "eu_fan | \n", "st_fan | \n", "Gender | \n", "Age | \n", "Household Income | \n", "Education | \n", "Location (Census Region) | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | \n", "3,292,879,998.000 | \n", "Yes | \n", "Yes | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "3 | \n", "2 | \n", "1 | \n", "4 | \n", "5 | \n", "6 | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "I don't understand this question | \n", "Yes | \n", "No | \n", "No | \n", "Male | \n", "18-29 | \n", "NaN | \n", "High school degree | \n", "South Atlantic | \n", "
2 | \n", "3,292,879,538.000 | \n", "No | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "Yes | \n", "Male | \n", "18-29 | \n", "$0 - $24,999 | \n", "Bachelor degree | \n", "West South Central | \n", "
3 | \n", "3,292,765,271.000 | \n", "Yes | \n", "No | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "2 | \n", "3 | \n", "4 | \n", "5 | \n", "6 | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "I don't understand this question | \n", "No | \n", "NaN | \n", "No | \n", "Male | \n", "18-29 | \n", "$0 - $24,999 | \n", "High school degree | \n", "West North Central | \n", "
4 | \n", "3,292,763,116.000 | \n", "Yes | \n", "Yes | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "5 | \n", "6 | \n", "1 | \n", "2 | \n", "4 | \n", "3 | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Somewhat favorably | \n", "Very favorably | \n", "Somewhat favorably | \n", "Somewhat unfavorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "I don't understand this question | \n", "No | \n", "NaN | \n", "Yes | \n", "Male | \n", "18-29 | \n", "$100,000 - $149,999 | \n", "Some college or Associate degree | \n", "West North Central | \n", "
5 | \n", "3,292,731,220.000 | \n", "Yes | \n", "Yes | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "5 | \n", "4 | \n", "6 | \n", "2 | \n", "1 | \n", "3 | \n", "Very favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat unfavorably | \n", "Very favorably | \n", "Very unfavorably | \n", "Somewhat favorably | \n", "Neither favorably nor unfavorably (neutral) | \n", "Very favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Very unfavorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Greedo | \n", "Yes | \n", "No | \n", "No | \n", "Male | \n", "18-29 | \n", "$100,000 - $149,999 | \n", "Some college or Associate degree | \n", "West North Central | \n", "
\n", " | RespondentID | \n", "seen_any | \n", "sw_fan | \n", "seen_ep1 | \n", "seen_ep2 | \n", "seen_ep3 | \n", "seen_ep4 | \n", "seen_ep5 | \n", "seen_ep6 | \n", "ranking_ep1 | \n", "ranking_ep2 | \n", "ranking_ep3 | \n", "ranking_ep4 | \n", "ranking_ep5 | \n", "ranking_ep6 | \n", "Han Solo | \n", "Luke Skywalker | \n", "Princess Leia Organa | \n", "Anakin Skywalker | \n", "Obi Wan Kenobi | \n", "Emperor Palpatine | \n", "Darth Vader | \n", "Lando Calrissian | \n", "Boba Fett | \n", "C-3P0 | \n", "R2 D2 | \n", "Jar Jar Binks | \n", "Padme Amidala | \n", "Yoda | \n", "shot_first | \n", "know_eu | \n", "eu_fan | \n", "st_fan | \n", "Gender | \n", "Age | \n", "Household Income | \n", "Education | \n", "Location (Census Region) | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | \n", "3,292,879,998.000 | \n", "True | \n", "True | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "3 | \n", "2 | \n", "1 | \n", "4 | \n", "5 | \n", "6 | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "I don't understand this question | \n", "True | \n", "False | \n", "False | \n", "Male | \n", "18-29 | \n", "NaN | \n", "High school degree | \n", "South Atlantic | \n", "
2 | \n", "3,292,879,538.000 | \n", "False | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "True | \n", "Male | \n", "18-29 | \n", "$0 - $24,999 | \n", "Bachelor degree | \n", "West South Central | \n", "
3 | \n", "3,292,765,271.000 | \n", "True | \n", "False | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "NaN | \n", "NaN | \n", "NaN | \n", "1 | \n", "2 | \n", "3 | \n", "4 | \n", "5 | \n", "6 | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "Unfamiliar (N/A) | \n", "I don't understand this question | \n", "False | \n", "NaN | \n", "False | \n", "Male | \n", "18-29 | \n", "$0 - $24,999 | \n", "High school degree | \n", "West North Central | \n", "
4 | \n", "3,292,763,116.000 | \n", "True | \n", "True | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "5 | \n", "6 | \n", "1 | \n", "2 | \n", "4 | \n", "3 | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Somewhat favorably | \n", "Very favorably | \n", "Somewhat favorably | \n", "Somewhat unfavorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "Very favorably | \n", "I don't understand this question | \n", "False | \n", "NaN | \n", "True | \n", "Male | \n", "18-29 | \n", "$100,000 - $149,999 | \n", "Some college or Associate degree | \n", "West North Central | \n", "
5 | \n", "3,292,731,220.000 | \n", "True | \n", "True | \n", "Star Wars: Episode I The Phantom Menace | \n", "Star Wars: Episode II Attack of the Clones | \n", "Star Wars: Episode III Revenge of the Sith | \n", "Star Wars: Episode IV A New Hope | \n", "Star Wars: Episode V The Empire Strikes Back | \n", "Star Wars: Episode VI Return of the Jedi | \n", "5 | \n", "4 | \n", "6 | \n", "2 | \n", "1 | \n", "3 | \n", "Very favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Somewhat unfavorably | \n", "Very favorably | \n", "Very unfavorably | \n", "Somewhat favorably | \n", "Neither favorably nor unfavorably (neutral) | \n", "Very favorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Very unfavorably | \n", "Somewhat favorably | \n", "Somewhat favorably | \n", "Greedo | \n", "True | \n", "False | \n", "False | \n", "Male | \n", "18-29 | \n", "$100,000 - $149,999 | \n", "Some college or Associate degree | \n", "West North Central | \n", "
\n", " | seen_ep1 | \n", "seen_ep2 | \n", "seen_ep3 | \n", "seen_ep4 | \n", "seen_ep5 | \n", "seen_ep6 | \n", "
---|---|---|---|---|---|---|
1 | \n", "True | \n", "True | \n", "True | \n", "True | \n", "True | \n", "True | \n", "
2 | \n", "False | \n", "False | \n", "False | \n", "False | \n", "False | \n", "False | \n", "
3 | \n", "True | \n", "True | \n", "True | \n", "False | \n", "False | \n", "False | \n", "
4 | \n", "True | \n", "True | \n", "True | \n", "True | \n", "True | \n", "True | \n", "
5 | \n", "True | \n", "True | \n", "True | \n", "True | \n", "True | \n", "True | \n", "
\n", " | ranking_ep1 | \n", "ranking_ep2 | \n", "ranking_ep3 | \n", "ranking_ep4 | \n", "ranking_ep5 | \n", "ranking_ep6 | \n", "
---|---|---|---|---|---|---|
1 | \n", "4.000 | \n", "5.000 | \n", "6.000 | \n", "3.000 | \n", "2.000 | \n", "1.000 | \n", "
2 | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "
3 | \n", "6.000 | \n", "5.000 | \n", "4.000 | \n", "3.000 | \n", "2.000 | \n", "1.000 | \n", "
4 | \n", "2.000 | \n", "1.000 | \n", "6.000 | \n", "5.000 | \n", "3.000 | \n", "4.000 | \n", "
5 | \n", "2.000 | \n", "3.000 | \n", "1.000 | \n", "5.000 | \n", "6.000 | \n", "4.000 | \n", "
\n", " | Han Solo | \n", "Luke Skywalker | \n", "Princess Leia Organa | \n", "Anakin Skywalker | \n", "Obi Wan Kenobi | \n", "Emperor Palpatine | \n", "Darth Vader | \n", "Lando Calrissian | \n", "Boba Fett | \n", "C-3P0 | \n", "R2 D2 | \n", "Jar Jar Binks | \n", "Padme Amidala | \n", "Yoda | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "0 | \n", "0 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "
2 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
3 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
4 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "1 | \n", "2 | \n", "1 | \n", "-1 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "2 | \n", "
5 | \n", "2 | \n", "1 | \n", "1 | \n", "-1 | \n", "2 | \n", "-2 | \n", "1 | \n", "0 | \n", "2 | \n", "1 | \n", "1 | \n", "-2 | \n", "1 | \n", "1 | \n", "
\n", " | RespondentID | \n", "seen_any | \n", "sw_fan | \n", "seen_ep1 | \n", "seen_ep2 | \n", "seen_ep3 | \n", "seen_ep4 | \n", "seen_ep5 | \n", "seen_ep6 | \n", "ranking_ep1 | \n", "ranking_ep2 | \n", "ranking_ep3 | \n", "ranking_ep4 | \n", "ranking_ep5 | \n", "ranking_ep6 | \n", "Han Solo | \n", "Luke Skywalker | \n", "Princess Leia Organa | \n", "Anakin Skywalker | \n", "Obi Wan Kenobi | \n", "Emperor Palpatine | \n", "Darth Vader | \n", "Lando Calrissian | \n", "Boba Fett | \n", "C-3P0 | \n", "R2 D2 | \n", "Jar Jar Binks | \n", "Padme Amidala | \n", "Yoda | \n", "shot_first | \n", "know_eu | \n", "eu_fan | \n", "st_fan | \n", "Gender | \n", "Age | \n", "Household Income | \n", "Education | \n", "Location (Census Region) | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
count | \n", "100.000 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100.000 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
unique | \n", "nan | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "1 | \n", "1 | \n", "1 | \n", "1 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
top | \n", "nan | \n", "True | \n", "False | \n", "False | \n", "False | \n", "False | \n", "False | \n", "False | \n", "False | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "I don´t understand this question | \n", "False | \n", "False | \n", "False | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
freq | \n", "nan | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "100 | \n", "100 | \n", "100 | \n", "100 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
mean | \n", "3,290,145,657.870 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
std | \n", "886,869.706 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
min | \n", "3,288,455,900.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
25% | \n", "3,289,614,702.500 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
50% | \n", "3,290,353,222.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
75% | \n", "3,290,725,892.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
max | \n", "3,292,637,870.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "nan | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "0.000 | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "NaN | \n", "
\n", " | sw_fan | \n", "Gender | \n", "Age | \n", "Location (Census Region) | \n", "movie | \n", "movie_rank | \n", "
---|---|---|---|---|---|---|
0 | \n", "True | \n", "Male | \n", "18-29 | \n", "South Atlantic | \n", "Episode I The Phantom Menace | \n", "4.000 | \n", "
1 | \n", "False | \n", "Male | \n", "18-29 | \n", "West North Central | \n", "Episode I The Phantom Menace | \n", "6.000 | \n", "
2 | \n", "True | \n", "Male | \n", "18-29 | \n", "West North Central | \n", "Episode I The Phantom Menace | \n", "2.000 | \n", "
3 | \n", "True | \n", "Male | \n", "18-29 | \n", "West North Central | \n", "Episode I The Phantom Menace | \n", "2.000 | \n", "
4 | \n", "True | \n", "Male | \n", "18-29 | \n", "Middle Atlantic | \n", "Episode I The Phantom Menace | \n", "6.000 | \n", "