This data set contains information about 10,000 movies collected from The Movie Database (TMDb), including user ratings and revenue.
Certain columns, like ‘cast’ and ‘genres’, contain multiple values separated by pipe (|) characters. There are some odd characters in the ‘cast’ column. Don’t worry about cleaning them. You can leave them as is. The final two columns ending with “_adj” show the budget and revenue of the associated movie in terms of 2010 dollars, accounting for inflation over time.
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there has been an increasing films budgets in the early 2000's
-
There were great revenues in
1967
and1977
. But the revenues are stable and greatly high overall time. -
We can surely say that the film industry is a paying industry. The minimum mean gain overall time is around
40 000 000 $
. -
We can say that the total year film gain evolution over the years is greatly increasing. Year
2014
is the year of biggest gain overall time, and year2015
comes closer. -
The most successfull years are the
1975 - 1980
-
There is a greatly increasing gain in films over the years.
-
The mean film gain is around
0.5 * 1e8 $
overall time -
The most popular genre overall time is
Drama
followed byComedy
,Thriller
andAction
. -
Looks like overall time, films used to have 5 principal actors in thier cast.
-
The mean film runtime overall time is
106 min
and film runtime is between103 min
and109 min
. -
There are some unrealistic values within our dataset in the
runtime
column, regarding the maximum film runtime over the years. -
The most popular actor overall time is
Robert De Niro
followed bySamuel L. Jackson
. -
The most popular production company overall time is
Universal Pictures
followed byWarner Bros.
andParamount Pictures
. -
The most film's director overall time is
Woody Allen
followed byClint Eastwood
andSteven Spielberg
. -
The best months to release a movie are
December
andJune
-
Most films mix about 2 or 3 differents genres.
-
The most successful film director overall time is
Steven Spielberg
followed byJames Cameron
andGeorge Lucas
. -
The most successful film's genre is
Comedy
followed byDrama
,Comedy|Romance
andComedy|Drama|Romance
. -
The most rated film's genre is
Drama
followed byComedy
,Drama|Romance
andComedy|Drama
. -
The most successfull production company overall time is
Paramount Pictures
followed byUniversal Pictures
.
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There are multiple rows with crucial missing values that led to removal, leading to information loss
-
We choosed to fill the zeros values by the corresponding mean to avoid information loss