notebook.community

Edit and run



In [2]:

    
%matplotlib inline
import pandas as pd



In [3]:

    
from IPython.core.display import HTML
css = open('style-table.css').read() + open('style-notebook.css').read()
HTML('<style>{}</style>'.format(css))









    Out[3]:



In [4]:

    
titles = pd.DataFrame.from_csv('data/titles.csv', index_col=None)
titles.head()









    Out[4]:






  
    
      
      title
      year
    
  
  
    
      0
      The Rising Son
      1990
    
    
      1
      Ashes of Kukulcan
      2016
    
    
      2
      The Thousand Plane Raid
      1969
    
    
      3
      Crucea de piatra
      1993
    
    
      4
      The 86
      2015



In [5]:

    
cast = pd.DataFrame.from_csv('data/cast.csv', index_col=None)
cast.head()









    Out[5]:






  
    
      
      title
      year
      name
      type
      character
      n
    
  
  
    
      0
      Suuri illusioni
      1985
      Homo $
      actor
      Guests
      22
    
    
      1
      Gangsta Rap: The Glockumentary
      2007
      Too $hort
      actor
      Himself
      NaN
    
    
      2
      Menace II Society
      1993
      Too $hort
      actor
      Lew-Loc
      27
    
    
      3
      Porndogs: The Adventures of Sadie
      2009
      Too $hort
      actor
      Bosco
      3
    
    
      4
      Stop Pepper Palmer
      2014
      Too $hort
      actor
      Himself
      NaN

How many movies are listed in the titles dataframe?



In [6]:

    
len(titles)









    Out[6]:





215971



In [7]:

    
len(cast)









    Out[7]:





3336592

What are the earliest two films listed in the titles dataframe?



In [8]:

    
orderedByYear = titles.sort('year')[:2]
orderedByYear









    Out[8]:






  
    
      
      title
      year
    
  
  
    
      165156
      Miss Jerry
      1894
    
    
      85703
      Reproduction of the Corbett and Fitzsimmons Fight
      1897



In [9]:









    Out[9]:






  
    
      
      title
      year

How many movies have the title "Hamlet"?



In [10]:

    
len(titles[titles.title == 'Hamlet'])









    Out[10]:





19



In [ ]:

How many movies are titled "North by Northwest"?



In [13]:

    
len(titles[titles.title == 'North by Northwest'])









    Out[13]:





1



In [ ]:

When was the first movie titled "Hamlet" made?



In [31]:

    
for t in titles[titles.title == 'Hamlet'].sort('year').year[:1]:
    print(t)



In [18]:









    



---------------------------------------------------------------------------
AttributeError                            Traceback (most recent call last)
<ipython-input-18-4800b5a21aa3> in <module>()
----> 1 stuff.get(0).year

AttributeError: 'NoneType' object has no attribute 'year'

List all of the "Treasure Island" movies from earliest to most recent.



In [34]:

    
titles[titles.title == 'Treasure Island'].sort('year')









    Out[34]:






  
    
      
      title
      year
    
  
  
    
      191385
      Treasure Island
      1918
    
    
      47718
      Treasure Island
      1920
    
    
      192928
      Treasure Island
      1934
    
    
      90185
      Treasure Island
      1950
    
    
      213041
      Treasure Island
      1972
    
    
      103635
      Treasure Island
      1973
    
    
      190789
      Treasure Island
      1985
    
    
      166649
      Treasure Island
      1999



In [ ]:

How many movies were made in the year 1950?



In [27]:

    
len(titles[titles.year == 1950])









    Out[27]:





1037



In [ ]:

How many movies were made in the year 1960?



In [28]:

    
len(titles[titles.year == 1960])









    Out[28]:





1457



In [ ]:

How many movies were made from 1950 through 1959?



In [31]:

    
len(titles[(titles.year >= 1950) & (titles.year <= 1959)])









    Out[31]:





12122



In [ ]:

In what years has a movie titled "Batman" been released?



In [30]:

    
for y in titles[titles.title == 'Batman'].year:
    print(y)



In [ ]:

How many roles were there in the movie "Inception"?



In [33]:

    
len(cast[cast.title == 'Inception'])









    Out[33]:





73



In [ ]:

How many roles in the movie "Inception" are NOT ranked by an "n" value?



In [68]:

    
len(cast[(cast.title == 'Inception') & (cast.n.isnull())])









    Out[68]:





51



In [ ]:

But how many roles in the movie "Inception" did receive an "n" value?



In [69]:

    
len(cast[(cast.title == 'Inception') & ~(cast.n.isnull())])









    Out[69]:





51



In [ ]:

Display the cast of "North by Northwest" in their correct "n"-value order, ignoring roles that did not earn a numeric "n" value.



In [71]:

    
cast[(cast.title == 'North by Northwest') & ~(cast.n.isnull())].sort('n')









    Out[71]:






  
    
      
      title
      year
      name
      type
      character
      n
    
  
  
    
      778971
      North by Northwest
      1959
      Cary Grant
      actor
      Roger O. Thornhill
      1
    
    
      3107636
      North by Northwest
      1959
      Eva Marie Saint
      actress
      Eve Kendall
      2
    
    
      1301695
      North by Northwest
      1959
      James Mason
      actor
      Phillip Vandamm
      3
    
    
      2796809
      North by Northwest
      1959
      Jessie Royce Landis
      actress
      Clara Thornhill
      4
    
    
      317620
      North by Northwest
      1959
      Leo G. Carroll
      actor
      The Professor
      5
    
    
      2704725
      North by Northwest
      1959
      Josephine Hutchinson
      actress
      Mrs. Townsend
      6
    
    
      1515268
      North by Northwest
      1959
      Philip Ober
      actor
      Lester Townsend
      7
    
    
      1138528
      North by Northwest
      1959
      Martin Landau
      actor
      Leonard
      8
    
    
      2183294
      North by Northwest
      1959
      Adam Williams
      actor
      Valerian
      9
    
    
      1618288
      North by Northwest
      1959
      Edward Platt
      actor
      Victor Larrabee
      10
    
    
      594967
      North by Northwest
      1959
      Robert Ellenstein
      actor
      Licht
      11
    
    
      2048118
      North by Northwest
      1959
      Les Tremayne
      actor
      Auctioneer
      12
    
    
      414219
      North by Northwest
      1959
      Philip Coolidge
      actor
      Dr. Cross
      13
    
    
      1348302
      North by Northwest
      1959
      Patrick McVey
      actor
      Sergeant Flamm
      14
    
    
      182317
      North by Northwest
      1959
      Edward Binns
      actor
      Captain Junket
      15
    
    
      1236856
      North by Northwest
      1959
      Ken Lynch
      actor
      Charley - Chicago Policeman
      16



In [ ]:

Display the entire cast, in "n"-order, of the 1972 film "Sleuth".



In [73]:

    
cast[(cast.title == 'Sleuth') & (cast.year == 1972) & ~(cast.n.isnull())].sort('n')









    Out[73]:






  
    
      
      title
      year
      name
      type
      character
      n
    
  
  
    
      1524146
      Sleuth
      1972
      Laurence Olivier
      actor
      Andrew Wyke
      1
    
    
      290601
      Sleuth
      1972
      Michael Caine
      actor
      Milo Tindle
      2
    
    
      333128
      Sleuth
      1972
      Alec Cawthorne
      actor
      Inspector Doppler
      3
    
    
      1309035
      Sleuth
      1972
      John (II) Matthews
      actor
      Detective Sergeant Tarrant
      4
    
    
      2424114
      Sleuth
      1972
      Eve (III) Channing
      actress
      Marguerite Wyke
      5
    
    
      1294258
      Sleuth
      1972
      Teddy Martin
      actor
      Police Constable Higgs
      6



In [ ]:

Now display the entire cast, in "n"-order, of the 2007 version of "Sleuth".



In [74]:

    
cast[(cast.title == 'Sleuth') & (cast.year == 2007) & ~(cast.n.isnull())].sort('n')









    Out[74]:






  
    
      
      title
      year
      name
      type
      character
      n
    
  
  
    
      290602
      Sleuth
      2007
      Michael Caine
      actor
      Andrew
      1
    
    
      1155121
      Sleuth
      2007
      Jude Law
      actor
      Milo
      2
    
    
      1613486
      Sleuth
      2007
      Harold Pinter
      actor
      Man on T.V.
      3



In [ ]:

How many roles were credited in the silent 1921 version of Hamlet?



In [80]:

    
len(cast[(cast.title == 'Hamlet') & (cast.year == 1921)])









    Out[80]:





9



In [ ]:

How many roles were credited in Branagh’s 1996 Hamlet?



In [81]:

    
len(cast[(cast.title == 'Hamlet') & (cast.year == 1996)])









    Out[81]:





55



In [ ]:

How many "Hamlet" roles have been listed in all film credits through history?



In [82]:

    
len(cast[(cast.title == 'Hamlet')])









    Out[82]:





299



In [ ]:

How many people have played an "Ophelia"?



In [84]:

    
len(cast[cast.character=="Ophelia"])









    Out[84]:





96



In [ ]:

How many people have played a role called "The Dude"?



In [85]:

    
len(cast[cast.character=="The Dude"])









    Out[85]:





16



In [ ]:

How many people have played a role called "The Stranger"?



In [86]:

    
len(cast[cast.character=="The Stranger"])









    Out[86]:





192



In [ ]:

How many roles has Sidney Poitier played throughout his career?



In [88]:

    
len(cast[cast.name=="Sidney Poitier"])









    Out[88]:





43



In [ ]:

How many roles has Judi Dench played?



In [89]:

    
len(cast[cast.name=="Judi Dench"])









    Out[89]:





51



In [ ]:

List the supporting roles (having n=2) played by Cary Grant in the 1940s, in order by year.



In [95]:

    
cast[(cast.name=='Cary Grant') & (cast.n == 2) &  (cast.year >= 1940) & (cast.year < 1950)].sort('year')









    Out[95]:






  
    
      
      title
      year
      name
      type
      character
      n
    
  
  
    
      778968
      My Favorite Wife
      1940
      Cary Grant
      actor
      Nick
      2
    
    
      778978
      Penny Serenade
      1941
      Cary Grant
      actor
      Roger Adams
      2



In [ ]:

List the leading roles that Cary Grant played in the 1940s in order by year.



In [96]:

    
cast[(cast.name=='Cary Grant') & (cast.n == 1) &  (cast.year >= 1940) & (cast.year < 1950)].sort('year')









    Out[96]:






  
    
      
      title
      year
      name
      type
      character
      n
    
  
  
    
      778993
      The Howards of Virginia
      1940
      Cary Grant
      actor
      Matt Howard
      1
    
    
      778950
      His Girl Friday
      1940
      Cary Grant
      actor
      Walter Burns
      1
    
    
      778995
      The Philadelphia Story
      1940
      Cary Grant
      actor
      C. K. Dexter Haven
      1
    
    
      778983
      Suspicion
      1941
      Cary Grant
      actor
      Johnnie
      1
    
    
      778997
      The Talk of the Town
      1942
      Cary Grant
      actor
      Leopold Dilg
      1
    
    
      778974
      Once Upon a Honeymoon
      1942
      Cary Grant
      actor
      Patrick 'Pat' O'Toole
      1
    
    
      778941
      Destination Tokyo
      1943
      Cary Grant
      actor
      Capt. Cassidy
      1
    
    
      778966
      Mr. Lucky
      1943
      Cary Grant
      actor
      Joe Adams
      1
    
    
      778967
      Mr. Lucky
      1943
      Cary Grant
      actor
      Joe Bascopolous
      1
    
    
      778975
      Once Upon a Time
      1944
      Cary Grant
      actor
      Jerry Flynn
      1
    
    
      778933
      Arsenic and Old Lace
      1944
      Cary Grant
      actor
      Mortimer Brewster
      1
    
    
      778970
      None But the Lonely Heart
      1944
      Cary Grant
      actor
      Ernie Mott
      1
    
    
      778969
      Night and Day
      1946
      Cary Grant
      actor
      Cole Porter
      1
    
    
      778972
      Notorious
      1946
      Cary Grant
      actor
      Devlin
      1
    
    
      778989
      The Bachelor and the Bobby-Soxer
      1947
      Cary Grant
      actor
      Dick Nugent
      1
    
    
      778990
      The Bishop's Wife
      1947
      Cary Grant
      actor
      Dudley
      1
    
    
      778965
      Mr. Blandings Builds His Dream House
      1948
      Cary Grant
      actor
      Jim Blandings
      1
    
    
      778945
      Every Girl Should Be Married
      1948
      Cary Grant
      actor
      Dr. Madison Brown
      1
    
    
      778954
      I Was a Male War Bride
      1949
      Cary Grant
      actor
      Capt. Henri Rochard
      1



In [ ]:

How many roles were available for actors in the 1950s?



In [98]:

    
len(cast[(cast.type == 'actor') &  (cast.year >= 1950) & (cast.year < 1960)])









    Out[98]:





148779



In [ ]:

How many roles were avilable for actresses in the 1950s?



In [99]:

    
len(cast[(cast.type == 'actress') &  (cast.year >= 1950) & (cast.year < 1960)])









    Out[99]:





54164



In [ ]:

How many leading roles (n=1) were available from the beginning of film history through 1980?



In [100]:

    
len(cast[(cast.n == 1) & (cast.year <= 1980)])









    Out[100]:





61602



In [ ]:

How many non-leading roles were available through from the beginning of film history through 1980?



In [101]:

    
len(cast[~(cast.n == 1) & (cast.year <= 1980)])









    Out[101]:





1052579



In [ ]:

How many roles through 1980 were minor enough that they did not warrant a numeric "n" rank?



In [102]:

    
len(cast[(cast.n.isnull()) & (cast.year <= 1980)])









    Out[102]:





417826



In [10]:

    
cast.title.value_counts().head()









    Out[10]:





Around the World in Eighty Days       1300
7 cajas                                689
Thelma                                 580
The Ten Commandments                   529
The Eschatrilogy: Book of the Dead     517
dtype: int64



In [11]:

    
titles[titles.title == 'Around the World in Eighty Days']









    Out[11]:






  
    
      
      title
      year
    
  
  
    
      194246
      Around the World in Eighty Days
      1956



In [15]:

    
cast[(cast.title=="Around the World in Eighty Days") & (cast.n.isnull()) & ~(cast.character == 'Extra')& ~(cast.character == 'Minor Role')]









    Out[15]:






  
    
      
      title
      year
      name
      type
      character
      n
    
  
  
    
      18565
      Around the World in Eighty Days
      1956
      Philip Ahn
      actor
      Hong Kong Citizen
      NaN
    
    
      102400
      Around the World in Eighty Days
      1956
      Al Bain
      actor
      Saloon Patron
      NaN
    
    
      231051
      Around the World in Eighty Days
      1956
      Chet Brandenburg
      actor
      Seaman
      NaN
    
    
      429122
      Around the World in Eighty Days
      1956
      Campbell Cotts
      actor
      Reform Club Member
      NaN
    
    
      636688
      Around the World in Eighty Days
      1956
      Felix Felton
      actor
      Reform Club Member
      NaN
    
    
      639156
      Around the World in Eighty Days
      1956
      John (III) Ferguson
      actor
      Dancer
      NaN
    
    
      654596
      Around the World in Eighty Days
      1956
      Duke Fishman
      actor
      Marcher in Parade
      NaN
    
    
      813743
      Around the World in Eighty Days
      1956
      Paul Haakon
      actor
      Dancer
      NaN
    
    
      855714
      Around the World in Eighty Days
      1956
      Al Haskell
      actor
      Fireman in Parade
      NaN
    
    
      881185
      Around the World in Eighty Days
      1956
      Gitanillo Heredia
      actor
      Dancer
      NaN
    
    
      907473
      Around the World in Eighty Days
      1956
      Tex Holden
      actor
      One Legged Sailor
      NaN
    
    
      920751
      Around the World in Eighty Days
      1956
      Charles Horvath
      actor
      Stoker
      NaN
    
    
      922419
      Around the World in Eighty Days
      1956
      Shep Houghton
      actor
      Specialty Dancer
      NaN
    
    
      991376
      Around the World in Eighty Days
      1956
      Antonio Jiminez
      actor
      Dancer
      NaN
    
    
      1076980
      Around the World in Eighty Days
      1956
      Walter Kingsford
      actor
      Captain of the 'Mongolia'
      NaN
    
    
      1174369
      Around the World in Eighty Days
      1956
      Frederick Leister
      actor
      Reform Club Member
      NaN
    
    
      1188181
      Around the World in Eighty Days
      1956
      John C. Lewis
      actor
      Dancer
      NaN
    
    
      1216517
      Around the World in Eighty Days
      1956
      Richard Loo
      actor
      Hong Kong Saloon Manager
      NaN
    
    
      1230633
      Around the World in Eighty Days
      1956
      Keye Luke
      actor
      Old Man at Yokohama Travel Office
      NaN
    
    
      1231988
      Around the World in Eighty Days
      1956
      Charles Lunard
      actor
      Dancer
      NaN
    
    
      1232872
      Around the World in Eighty Days
      1956
      William Lundy
      actor
      Dancer
      NaN
    
    
      1245490
      Around the World in Eighty Days
      1956
      Casey MacGregor
      actor
      Train Fireman
      NaN
    
    
      1250195
      Around the World in Eighty Days
      1956
      Norman Macowan
      actor
      Reform Club Member
      NaN
    
    
      1384498
      Around the World in Eighty Days
      1956
      Frank Mills
      actor
      Barfly
      NaN
    
    
      1419225
      Around the World in Eighty Days
      1956
      Boyd 'Red' Morgan
      actor
      Stoker
      NaN
    
    
      1565197
      Around the World in Eighty Days
      1956
      Manuel Par?s
      actor
      Spanish Townsman
      NaN
    
    
      1590243
      Around the World in Eighty Days
      1956
      Jack Perrin
      actor
      Man on Sidewalk
      NaN
    
    
      1688980
      Around the World in Eighty Days
      1956
      Paul Rees
      actor
      Dancer
      NaN
    
    
      1734754
      Around the World in Eighty Days
      1956
      Edwin Rochelle
      actor
      Waiter
      NaN
    
    
      1764994
      Around the World in Eighty Days
      1956
      Joe Rudan
      actor
      Dancer
      NaN
    
    
      1835331
      Around the World in Eighty Days
      1956
      Arthur Sedinger
      actor
      Dancer
      NaN
    
    
      1960755
      Around the World in Eighty Days
      1956
      Robert Street
      actor
      Dancer
      NaN
    
    
      2053103
      Around the World in Eighty Days
      1956
      Michael Trubshawe
      actor
      Man Betting at Lloyd's
      NaN
    
    
      2149668
      Around the World in Eighty Days
      1956
      Richard Wattis
      actor
      Inspector Hunter
      NaN
    
    
      2163675
      Around the World in Eighty Days
      1956
      Dick Wessel
      actor
      Train Engineer
      NaN
    
    
      2186509
      Around the World in Eighty Days
      1956
      Imanos Williams
      actor
      Japanese Circus Performer
      NaN
    
    
      2242379
      Around the World in Eighty Days
      1956
      Zamba
      actor
      Lion
      NaN
    
    
      2291914
      Around the World in Eighty Days
      1956
      Marie Ardell
      actress
      Dance Extra
      NaN
    
    
      2492755
      Around the World in Eighty Days
      1956
      Lola De Ronda
      actress
      Dancer
      NaN
    
    
      2496938
      Around the World in Eighty Days
      1956
      Manuela DeHerey
      actress
      Dancer
      NaN
    
    
      2522945
      Around the World in Eighty Days
      1956
      Helene Drake
      actress
      Dancer
      NaN
    
    
      2543333
      Around the World in Eighty Days
      1956
      Dolores Ellsworth
      actress
      Dancer
      NaN
    
    
      2576194
      Around the World in Eighty Days
      1956
      Frances Fong
      actress
      Featured Player
      NaN
    
    
      2695642
      Around the World in Eighty Days
      1956
      Gretchen Houser
      actress
      Dancer
      NaN
    
    
      2711461
      Around the World in Eighty Days
      1956
      Leona Irwin
      actress
      Dancer
      NaN
    
    
      2813762
      Around the World in Eighty Days
      1956
      Virginia Ann Lee
      actress
      Dancer
      NaN
    
    
      3038410
      Around the World in Eighty Days
      1956
      Demita Prado
      actress
      Dancer
      NaN
    
    
      3053443
      Around the World in Eighty Days
      1956
      Anita Ramos
      actress
      Dancer
      NaN
    
    
      3073136
      Around the World in Eighty Days
      1956
      Suzanne Ridgeway
      actress
      Saloon Girl
      NaN
    
    
      3289592
      Around the World in Eighty Days
      1956
      Muriel Weldon
      actress
      Dancer
      NaN



In [ ]:

	title	year
0	The Rising Son	1990
1	Ashes of Kukulcan	2016
2	The Thousand Plane Raid	1969
3	Crucea de piatra	1993
4	The 86	2015

	title	year	name	type	character	n
0	Suuri illusioni	1985	Homo $	actor	Guests	22
1	Gangsta Rap: The Glockumentary	2007	Too $hort	actor	Himself	NaN
2	Menace II Society	1993	Too $hort	actor	Lew-Loc	27
3	Porndogs: The Adventures of Sadie	2009	Too $hort	actor	Bosco	3
4	Stop Pepper Palmer	2014	Too $hort	actor	Himself	NaN

	title	year
165156	Miss Jerry	1894
85703	Reproduction of the Corbett and Fitzsimmons Fight	1897

	title	year
191385	Treasure Island	1918
47718	Treasure Island	1920
192928	Treasure Island	1934
90185	Treasure Island	1950
213041	Treasure Island	1972
103635	Treasure Island	1973
190789	Treasure Island	1985
166649	Treasure Island	1999

	title	year	name	type	character	n
778971	North by Northwest	1959	Cary Grant	actor	Roger O. Thornhill	1
3107636	North by Northwest	1959	Eva Marie Saint	actress	Eve Kendall	2
1301695	North by Northwest	1959	James Mason	actor	Phillip Vandamm	3
2796809	North by Northwest	1959	Jessie Royce Landis	actress	Clara Thornhill	4
317620	North by Northwest	1959	Leo G. Carroll	actor	The Professor	5
2704725	North by Northwest	1959	Josephine Hutchinson	actress	Mrs. Townsend	6
1515268	North by Northwest	1959	Philip Ober	actor	Lester Townsend	7
1138528	North by Northwest	1959	Martin Landau	actor	Leonard	8
2183294	North by Northwest	1959	Adam Williams	actor	Valerian	9
1618288	North by Northwest	1959	Edward Platt	actor	Victor Larrabee	10
594967	North by Northwest	1959	Robert Ellenstein	actor	Licht	11
2048118	North by Northwest	1959	Les Tremayne	actor	Auctioneer	12
414219	North by Northwest	1959	Philip Coolidge	actor	Dr. Cross	13
1348302	North by Northwest	1959	Patrick McVey	actor	Sergeant Flamm	14
182317	North by Northwest	1959	Edward Binns	actor	Captain Junket	15
1236856	North by Northwest	1959	Ken Lynch	actor	Charley - Chicago Policeman	16

	title	year	name	type	character	n
1524146	Sleuth	1972	Laurence Olivier	actor	Andrew Wyke	1
290601	Sleuth	1972	Michael Caine	actor	Milo Tindle	2
333128	Sleuth	1972	Alec Cawthorne	actor	Inspector Doppler	3
1309035	Sleuth	1972	John (II) Matthews	actor	Detective Sergeant Tarrant	4
2424114	Sleuth	1972	Eve (III) Channing	actress	Marguerite Wyke	5
1294258	Sleuth	1972	Teddy Martin	actor	Police Constable Higgs	6

	title	year	name	type	character	n
290602	Sleuth	2007	Michael Caine	actor	Andrew	1
1155121	Sleuth	2007	Jude Law	actor	Milo	2
1613486	Sleuth	2007	Harold Pinter	actor	Man on T.V.	3

	title	year	name	type	character	n
778968	My Favorite Wife	1940	Cary Grant	actor	Nick	2
778978	Penny Serenade	1941	Cary Grant	actor	Roger Adams	2

	title	year	name	type	character	n
778993	The Howards of Virginia	1940	Cary Grant	actor	Matt Howard	1
778950	His Girl Friday	1940	Cary Grant	actor	Walter Burns	1
778995	The Philadelphia Story	1940	Cary Grant	actor	C. K. Dexter Haven	1
778983	Suspicion	1941	Cary Grant	actor	Johnnie	1
778997	The Talk of the Town	1942	Cary Grant	actor	Leopold Dilg	1
778974	Once Upon a Honeymoon	1942	Cary Grant	actor	Patrick 'Pat' O'Toole	1
778941	Destination Tokyo	1943	Cary Grant	actor	Capt. Cassidy	1
778966	Mr. Lucky	1943	Cary Grant	actor	Joe Adams	1
778967	Mr. Lucky	1943	Cary Grant	actor	Joe Bascopolous	1
778975	Once Upon a Time	1944	Cary Grant	actor	Jerry Flynn	1
778933	Arsenic and Old Lace	1944	Cary Grant	actor	Mortimer Brewster	1
778970	None But the Lonely Heart	1944	Cary Grant	actor	Ernie Mott	1
778969	Night and Day	1946	Cary Grant	actor	Cole Porter	1
778972	Notorious	1946	Cary Grant	actor	Devlin	1
778989	The Bachelor and the Bobby-Soxer	1947	Cary Grant	actor	Dick Nugent	1
778990	The Bishop's Wife	1947	Cary Grant	actor	Dudley	1
778965	Mr. Blandings Builds His Dream House	1948	Cary Grant	actor	Jim Blandings	1
778945	Every Girl Should Be Married	1948	Cary Grant	actor	Dr. Madison Brown	1
778954	I Was a Male War Bride	1949	Cary Grant	actor	Capt. Henri Rochard	1

	title	year	name	type	character	n
18565	Around the World in Eighty Days	1956	Philip Ahn	actor	Hong Kong Citizen	NaN
102400	Around the World in Eighty Days	1956	Al Bain	actor	Saloon Patron	NaN
231051	Around the World in Eighty Days	1956	Chet Brandenburg	actor	Seaman	NaN
429122	Around the World in Eighty Days	1956	Campbell Cotts	actor	Reform Club Member	NaN
636688	Around the World in Eighty Days	1956	Felix Felton	actor	Reform Club Member	NaN
639156	Around the World in Eighty Days	1956	John (III) Ferguson	actor	Dancer	NaN
654596	Around the World in Eighty Days	1956	Duke Fishman	actor	Marcher in Parade	NaN
813743	Around the World in Eighty Days	1956	Paul Haakon	actor	Dancer	NaN
855714	Around the World in Eighty Days	1956	Al Haskell	actor	Fireman in Parade	NaN
881185	Around the World in Eighty Days	1956	Gitanillo Heredia	actor	Dancer	NaN
907473	Around the World in Eighty Days	1956	Tex Holden	actor	One Legged Sailor	NaN
920751	Around the World in Eighty Days	1956	Charles Horvath	actor	Stoker	NaN
922419	Around the World in Eighty Days	1956	Shep Houghton	actor	Specialty Dancer	NaN
991376	Around the World in Eighty Days	1956	Antonio Jiminez	actor	Dancer	NaN
1076980	Around the World in Eighty Days	1956	Walter Kingsford	actor	Captain of the 'Mongolia'	NaN
1174369	Around the World in Eighty Days	1956	Frederick Leister	actor	Reform Club Member	NaN
1188181	Around the World in Eighty Days	1956	John C. Lewis	actor	Dancer	NaN
1216517	Around the World in Eighty Days	1956	Richard Loo	actor	Hong Kong Saloon Manager	NaN
1230633	Around the World in Eighty Days	1956	Keye Luke	actor	Old Man at Yokohama Travel Office	NaN
1231988	Around the World in Eighty Days	1956	Charles Lunard	actor	Dancer	NaN
1232872	Around the World in Eighty Days	1956	William Lundy	actor	Dancer	NaN
1245490	Around the World in Eighty Days	1956	Casey MacGregor	actor	Train Fireman	NaN
1250195	Around the World in Eighty Days	1956	Norman Macowan	actor	Reform Club Member	NaN
1384498	Around the World in Eighty Days	1956	Frank Mills	actor	Barfly	NaN
1419225	Around the World in Eighty Days	1956	Boyd 'Red' Morgan	actor	Stoker	NaN
1565197	Around the World in Eighty Days	1956	Manuel Par?s	actor	Spanish Townsman	NaN
1590243	Around the World in Eighty Days	1956	Jack Perrin	actor	Man on Sidewalk	NaN
1688980	Around the World in Eighty Days	1956	Paul Rees	actor	Dancer	NaN
1734754	Around the World in Eighty Days	1956	Edwin Rochelle	actor	Waiter	NaN
1764994	Around the World in Eighty Days	1956	Joe Rudan	actor	Dancer	NaN
1835331	Around the World in Eighty Days	1956	Arthur Sedinger	actor	Dancer	NaN
1960755	Around the World in Eighty Days	1956	Robert Street	actor	Dancer	NaN
2053103	Around the World in Eighty Days	1956	Michael Trubshawe	actor	Man Betting at Lloyd's	NaN
2149668	Around the World in Eighty Days	1956	Richard Wattis	actor	Inspector Hunter	NaN
2163675	Around the World in Eighty Days	1956	Dick Wessel	actor	Train Engineer	NaN
2186509	Around the World in Eighty Days	1956	Imanos Williams	actor	Japanese Circus Performer	NaN
2242379	Around the World in Eighty Days	1956	Zamba	actor	Lion	NaN
2291914	Around the World in Eighty Days	1956	Marie Ardell	actress	Dance Extra	NaN
2492755	Around the World in Eighty Days	1956	Lola De Ronda	actress	Dancer	NaN
2496938	Around the World in Eighty Days	1956	Manuela DeHerey	actress	Dancer	NaN
2522945	Around the World in Eighty Days	1956	Helene Drake	actress	Dancer	NaN
2543333	Around the World in Eighty Days	1956	Dolores Ellsworth	actress	Dancer	NaN
2576194	Around the World in Eighty Days	1956	Frances Fong	actress	Featured Player	NaN
2695642	Around the World in Eighty Days	1956	Gretchen Houser	actress	Dancer	NaN
2711461	Around the World in Eighty Days	1956	Leona Irwin	actress	Dancer	NaN
2813762	Around the World in Eighty Days	1956	Virginia Ann Lee	actress	Dancer	NaN
3038410	Around the World in Eighty Days	1956	Demita Prado	actress	Dancer	NaN
3053443	Around the World in Eighty Days	1956	Anita Ramos	actress	Dancer	NaN
3073136	Around the World in Eighty Days	1956	Suzanne Ridgeway	actress	Saloon Girl	NaN
3289592	Around the World in Eighty Days	1956	Muriel Weldon	actress	Dancer	NaN