jamesbond 🔫🍸👙🇬🇧 is a Python tabular data package that displays information/metrics about the James Bond films in a pandas dataframe. This package can be used for visualization and machine learning.
You can install easily from PyPi
pip install jamesbond
Pull James Bond movie metrics into a pandas data frame using the load_jamesbond method:
from jamesbond import jamesbond
df = jamesbond.load_jamesbond()
df.head(10)
Column |
Dtype |
Description |
|---|---|---|
Year |
int64 |
Release year of the movie. |
Movie |
object |
The movie title. |
Bond |
object |
Actor who played James Bond. |
Director |
object |
Director of the movie. |
Composer |
object |
Composer of the movie. |
Writer |
object |
Writer of the movie. |
Cinematographer |
object |
Cinematographer of the movie. |
Depicted_Film_Loc |
object |
Depicted location(s) of the movie. |
Shooting_Loc |
object |
Shooting location(s) of the move. |
Bond_Car_MFG |
object |
The manufacturer of the bond car. |
Bond_Girl_Nat |
object |
The nationality of the bond girl(s). |
US_Gross |
int64 |
The films U.S gross earnings. |
US_Adj |
int64 |
The films U.S gross earnings adjusted based on 2013. |
World_Gross |
int64 |
The films worldwide gross earnings. |
World_Adj |
int64 |
The films worldwide gross earnings adjusted based on 2013. |
Budget |
int64 |
The films budget. |
Budget_Adj |
int64 |
The films budget adjust based on 2013. |
Film_Length |
int64 |
The length of the movie. |
Avg_User_IMDB |
float64 |
The average user rating from IMDB. |
Avg_User_Rtn_Tom |
float64 |
The average user rating from Rotten Tomatoes. |
Conquests |
int64 |
The number of bond girls in the movie. |
Martinis |
int64 |
The number of martinis Bond consumed in the movie. |
BJB |
int64 |
The number of times bond stated "Bond, James Bond." |
Kills_Bond |
int64 |
The number of people Bond killed. |
Kills_Others |
int64 |
The number of people killed by someone other than bond. |
Top_100 |
int64 |
A flag where 1 means the movie had Billboard/UK top 100 song, 0 means it didn't. |
Video_Game |
int64 |
A flag where 1 means the movie was made into a video game, 0 means it didn't. |
This package leverages and adds to Derek S. Young and his HoRM package
Derek S. Young (2017). Handbook of Regression Methods. CRC Press/Taylor & Francis Group. Boca Raton, FL.
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