name.basics.tsv

L'analyse porte sur les 50 premières lignes du dataframe

Informations sur les ressources :

Temps de génération : 114 secondes

Utilisation CPU : [51.8, 66.0, 58.4, 61.1] %

Utilisation mémoire : 13529 Go

Processeur : 3201.0 MHz

Informations sur le DataFrame ( df.info() ):


RangeIndex: 50 entries, 0 to 49
Data columns (total 6 columns):
# Column Non-Null Count Dtype
--- ------ -------------- -----
0 nconst 50 non-null object
1 primaryName 50 non-null object
2 birthYear 50 non-null int64
3 deathYear 50 non-null object
4 primaryProfession 50 non-null object
5 knownForTitles 50 non-null object
dtypes: int64(1), object(5)
memory usage: 2.5+ KB

Noms des colonnes ( df.columns ) :

nconst, primaryName, birthYear, deathYear, primaryProfession, knownForTitles

Types de données des colonnes ( df.dtypes ):

nconst object
primaryName object
birthYear int64
deathYear object
primaryProfession object
knownForTitles object

Statistiques descriptives pour les colonnes numériques ( df.describe() ):

count 50.000000
mean 1917.420000
std 14.425162
min 1890.000000
25% 1905.500000
50% 1917.500000
75% 1924.750000
max 1954.000000

Valeurs manquantes dans le Dataframe ( df.isnull().sum() ) :

nconst 0
primaryName 0
birthYear 0
deathYear 0
primaryProfession 0
knownForTitles 0

31 premières lignes :

nconst primaryName birthYear deathYear primaryProfession knownForTitles
nm0000001 Fred Astaire 1899 1987 soundtrack,actor,miscellaneous tt0050419,tt0072308,tt0053137,tt0031983
nm0000002 Lauren Bacall 1924 2014 actress,soundtrack tt0075213,tt0037382,tt0038355,tt0117057
nm0000003 Brigitte Bardot 1934 \N actress,soundtrack,music_department tt0054452,tt0057345,tt0049189,tt0056404
nm0000004 John Belushi 1949 1982 actor,soundtrack,writer tt0080455,tt0072562,tt0078723,tt0077975
nm0000005 Ingmar Bergman 1918 2007 writer,director,actor tt0083922,tt0050976,tt0050986,tt0069467
nm0000006 Ingrid Bergman 1915 1982 actress,soundtrack,producer tt0038787,tt0034583,tt0036855,tt0038109
nm0000007 Humphrey Bogart 1899 1957 actor,soundtrack,producer tt0037382,tt0042593,tt0034583,tt0043265
nm0000008 Marlon Brando 1924 2004 actor,soundtrack,director tt0078788,tt0047296,tt0068646,tt0070849
nm0000009 Richard Burton 1925 1984 actor,soundtrack,producer tt0061184,tt0087803,tt0057877,tt0059749
nm0000010 James Cagney 1899 1986 actor,soundtrack,director tt0029870,tt0031867,tt0035575,tt0042041
nm0000011 Gary Cooper 1901 1961 actor,soundtrack,stunts tt0034167,tt0027996,tt0044706,tt0035896
nm0000012 Bette Davis 1908 1989 actress,soundtrack,make_up_department tt0056687,tt0042192,tt0035140,tt0031210
nm0000013 Doris Day 1922 2019 soundtrack,actress,producer tt0045591,tt0048317,tt0053172,tt0049470
nm0000014 Olivia de Havilland 1916 2020 actress,soundtrack tt0040806,tt0029843,tt0041452,tt0031381
nm0000015 James Dean 1931 1955 actor,miscellaneous tt0049261,tt0048028,tt0120956,tt0048545
nm0000016 Georges Delerue 1925 1992 composer,soundtrack,music_department tt0096320,tt0091763,tt0069946,tt8847712
nm0000017 Marlene Dietrich 1901 1992 soundtrack,actress,music_department tt0052311,tt0051201,tt0021156,tt0055031
nm0000018 Kirk Douglas 1916 2020 actor,producer,soundtrack tt0054331,tt0049456,tt0050825,tt0080736
nm0000019 Federico Fellini 1920 1993 writer,director,actor tt0071129,tt0053779,tt0050783,tt0056801
nm0000020 Henry Fonda 1905 1982 actor,producer,soundtrack tt0051207,tt0050083,tt0032551,tt0082846
nm0000021 Joan Fontaine 1917 2013 actress,soundtrack,producer tt0032976,tt0036969,tt0035751,tt0034248
nm0000022 Clark Gable 1901 1960 actor,soundtrack,producer tt0031381,tt0026752,tt0025316,tt0023382
nm0000023 Judy Garland 1922 1969 soundtrack,actress tt0037059,tt0055031,tt0047522,tt0032138
nm0000024 John Gielgud 1904 2000 actor,writer,director tt0045943,tt0117631,tt0071877,tt0082031
nm0000025 Jerry Goldsmith 1929 2004 music_department,soundtrack,composer tt0112715,tt0077269,tt0117731,tt0119488
nm0000026 Cary Grant 1904 1986 actor,soundtrack,producer tt0056923,tt0053125,tt0038787,tt0034248
nm0000027 Alec Guinness 1914 2000 actor,soundtrack,writer tt0050212,tt0041546,tt0076759,tt0051739
nm0000028 Rita Hayworth 1918 1987 actress,soundtrack,producer tt0038559,tt0035103,tt0036723,tt0040525
nm0000029 Margaux Hemingway 1954 1996 actress,miscellaneous tt0102122,tt0077800,tt0074802,tt0110138
nm0000030 Audrey Hepburn 1929 1993 actress,soundtrack tt0054698,tt0058385,tt0056923,tt0046250
nm0000031 Katharine Hepburn 1907 2003 actress,soundtrack,writer tt0032904,tt0082846,tt0043265,tt0063227

32 lignes au hasard :

nconst primaryName birthYear deathYear primaryProfession knownForTitles
nm0000046 Vivien Leigh 1913 1967 actress,soundtrack,writer tt0034272,tt0033238,tt0031381,tt0044081
nm0000038 Grace Kelly 1929 1982 actress,soundtrack,producer tt0046912,tt0047396,tt0046874,tt0048728
nm0000033 Alfred Hitchcock 1899 1980 director,producer,writer tt0052357,tt0053125,tt0056869,tt0054215
nm0000041 Akira Kurosawa 1910 1998 writer,director,assistant_director tt0047478,tt0089881,tt0051808,tt0080979
nm0000045 Bruce Lee 1940 1973 actor,writer,miscellaneous tt0067824,tt0068767,tt0068935,tt0070034
nm0000019 Federico Fellini 1920 1993 writer,director,actor tt0071129,tt0053779,tt0050783,tt0056801
nm0000029 Margaux Hemingway 1954 1996 actress,miscellaneous tt0102122,tt0077800,tt0074802,tt0110138
nm0000027 Alec Guinness 1914 2000 actor,soundtrack,writer tt0050212,tt0041546,tt0076759,tt0051739
nm0000024 John Gielgud 1904 2000 actor,writer,director tt0045943,tt0117631,tt0071877,tt0082031
nm0000025 Jerry Goldsmith 1929 2004 music_department,soundtrack,composer tt0112715,tt0077269,tt0117731,tt0119488
nm0000042 Alan Ladd 1913 1964 actor,producer,camera_department tt0038369,tt0046303,tt0035432,tt0039056
nm0000030 Audrey Hepburn 1929 1993 actress,soundtrack tt0054698,tt0058385,tt0056923,tt0046250
nm0000010 James Cagney 1899 1986 actor,soundtrack,director tt0029870,tt0031867,tt0035575,tt0042041
nm0000011 Gary Cooper 1901 1961 actor,soundtrack,stunts tt0034167,tt0027996,tt0044706,tt0035896
nm0000040 Stanley Kubrick 1928 1999 director,writer,producer tt0062622,tt0072684,tt0093058,tt0066921
nm0000017 Marlene Dietrich 1901 1992 soundtrack,actress,music_department tt0052311,tt0051201,tt0021156,tt0055031
nm0000013 Doris Day 1922 2019 soundtrack,actress,producer tt0045591,tt0048317,tt0053172,tt0049470
nm0000008 Marlon Brando 1924 2004 actor,soundtrack,director tt0078788,tt0047296,tt0068646,tt0070849
nm0000031 Katharine Hepburn 1907 2003 actress,soundtrack,writer tt0032904,tt0082846,tt0043265,tt0063227
nm0000022 Clark Gable 1901 1960 actor,soundtrack,producer tt0031381,tt0026752,tt0025316,tt0023382
nm0000014 Olivia de Havilland 1916 2020 actress,soundtrack tt0040806,tt0029843,tt0041452,tt0031381
nm0000034 William Holden 1918 1981 actor,soundtrack,miscellaneous tt0043014,tt0046359,tt0047437,tt0074958
nm0000049 Henry Mancini 1924 1994 music_department,soundtrack,composer tt0383216,tt0085101,tt0054698,tt0057413
nm0000007 Humphrey Bogart 1899 1957 actor,soundtrack,producer tt0037382,tt0042593,tt0034583,tt0043265
nm0000050 Groucho Marx 1890 1977 soundtrack,actor,writer tt0028772,tt0023969,tt0026778,tt0023027
nm0000001 Fred Astaire 1899 1987 soundtrack,actor,miscellaneous tt0050419,tt0072308,tt0053137,tt0031983
nm0000002 Lauren Bacall 1924 2014 actress,soundtrack tt0075213,tt0037382,tt0038355,tt0117057
nm0000044 Burt Lancaster 1913 1994 actor,producer,soundtrack tt0085859,tt0051036,tt0053793,tt0045793
nm0000015 James Dean 1931 1955 actor,miscellaneous tt0049261,tt0048028,tt0120956,tt0048545
nm0000009 Richard Burton 1925 1984 actor,soundtrack,producer tt0061184,tt0087803,tt0057877,tt0059749
nm0000039 Deborah Kerr 1921 2007 actress,soundtrack tt0039192,tt0045793,tt0049408,tt0050105
nm0000020 Henry Fonda 1905 1982 actor,producer,soundtrack tt0051207,tt0050083,tt0032551,tt0082846

33 dernières lignes :

nconst primaryName birthYear deathYear primaryProfession knownForTitles
nm0000018 Kirk Douglas 1916 2020 actor,producer,soundtrack tt0054331,tt0049456,tt0050825,tt0080736
nm0000019 Federico Fellini 1920 1993 writer,director,actor tt0071129,tt0053779,tt0050783,tt0056801
nm0000020 Henry Fonda 1905 1982 actor,producer,soundtrack tt0051207,tt0050083,tt0032551,tt0082846
nm0000021 Joan Fontaine 1917 2013 actress,soundtrack,producer tt0032976,tt0036969,tt0035751,tt0034248
nm0000022 Clark Gable 1901 1960 actor,soundtrack,producer tt0031381,tt0026752,tt0025316,tt0023382
nm0000023 Judy Garland 1922 1969 soundtrack,actress tt0037059,tt0055031,tt0047522,tt0032138
nm0000024 John Gielgud 1904 2000 actor,writer,director tt0045943,tt0117631,tt0071877,tt0082031
nm0000025 Jerry Goldsmith 1929 2004 music_department,soundtrack,composer tt0112715,tt0077269,tt0117731,tt0119488
nm0000026 Cary Grant 1904 1986 actor,soundtrack,producer tt0056923,tt0053125,tt0038787,tt0034248
nm0000027 Alec Guinness 1914 2000 actor,soundtrack,writer tt0050212,tt0041546,tt0076759,tt0051739
nm0000028 Rita Hayworth 1918 1987 actress,soundtrack,producer tt0038559,tt0035103,tt0036723,tt0040525
nm0000029 Margaux Hemingway 1954 1996 actress,miscellaneous tt0102122,tt0077800,tt0074802,tt0110138
nm0000030 Audrey Hepburn 1929 1993 actress,soundtrack tt0054698,tt0058385,tt0056923,tt0046250
nm0000031 Katharine Hepburn 1907 2003 actress,soundtrack,writer tt0032904,tt0082846,tt0043265,tt0063227
nm0000032 Charlton Heston 1923 2008 actor,director,soundtrack tt0052618,tt0049833,tt0063442,tt0067525
nm0000033 Alfred Hitchcock 1899 1980 director,producer,writer tt0052357,tt0053125,tt0056869,tt0054215
nm0000034 William Holden 1918 1981 actor,soundtrack,miscellaneous tt0043014,tt0046359,tt0047437,tt0074958
nm0000035 James Horner 1953 2015 music_department,soundtrack,composer tt0499549,tt0120746,tt0120338,tt0177971
nm0000036 Buster Keaton 1895 1966 actor,writer,director tt0015324,tt0015163,tt0016332,tt0017925
nm0000037 Gene Kelly 1912 1996 soundtrack,actor,miscellaneous tt0041716,tt0045152,tt0053946,tt0043278
nm0000038 Grace Kelly 1929 1982 actress,soundtrack,producer tt0046912,tt0047396,tt0046874,tt0048728
nm0000039 Deborah Kerr 1921 2007 actress,soundtrack tt0039192,tt0045793,tt0049408,tt0050105
nm0000040 Stanley Kubrick 1928 1999 director,writer,producer tt0062622,tt0072684,tt0093058,tt0066921
nm0000041 Akira Kurosawa 1910 1998 writer,director,assistant_director tt0047478,tt0089881,tt0051808,tt0080979
nm0000042 Alan Ladd 1913 1964 actor,producer,camera_department tt0038369,tt0046303,tt0035432,tt0039056
nm0000043 Veronica Lake 1922 1973 actress,soundtrack,producer tt0035432,tt0038369,tt0034240,tt0034881
nm0000044 Burt Lancaster 1913 1994 actor,producer,soundtrack tt0085859,tt0051036,tt0053793,tt0045793
nm0000045 Bruce Lee 1940 1973 actor,writer,miscellaneous tt0067824,tt0068767,tt0068935,tt0070034
nm0000046 Vivien Leigh 1913 1967 actress,soundtrack,writer tt0034272,tt0033238,tt0031381,tt0044081
nm0000047 Sophia Loren 1934 \N actress,soundtrack tt0054749,tt0060121,tt0076085,tt0058335
nm0000048 Peter Lorre 1904 1964 actor,soundtrack,writer tt0033870,tt0036613,tt0022100,tt0034583
nm0000049 Henry Mancini 1924 1994 music_department,soundtrack,composer tt0383216,tt0085101,tt0054698,tt0057413
nm0000050 Groucho Marx 1890 1977 soundtrack,actor,writer tt0028772,tt0023969,tt0026778,tt0023027