Informations sur les ressources :

Temps de génération : 20 secondes

Utilisation CPU : [0.0, 100.0, 100.0, 100.0] %

Utilisation mémoire : 17182 Go

Processeur : 3201.0 MHz

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

RangeIndex: 50 entries, 0 to 49
Data columns (total 8 columns):
# Column Non-Null Count Dtype
--- ------ -------------- -----
0 titleId 50 non-null object
1 ordering 50 non-null int64
2 title 50 non-null object
3 region 50 non-null object
4 language 50 non-null object
5 types 50 non-null object
6 attributes 50 non-null object
7 isOriginalTitle 50 non-null int64
dtypes: int64(2), object(6)
memory usage: 3.3+ KB

Noms des colonnes ( df.columns ) :

titleId, ordering, title, region, language, types, attributes, isOriginalTitle

Types de données des colonnes ( df.dtypes ):

titleId	object
ordering	int64
title	object
region	object
language	object
types	object
attributes	object
isOriginalTitle	int64

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

count	50.000000	50.000000
mean	4.920000	0.120000
std	2.827272	0.328261
min	1.000000	0.000000
25%	3.000000	0.000000
50%	5.000000	0.000000
75%	7.000000	0.000000
max	12.000000	1.000000

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

titleId	0
ordering	0
title	0
region	0
language	0
types	0
attributes	0
isOriginalTitle	0

10 premières lignes :

titleId	ordering	title	region	language	types	attributes	isOriginalTitle
tt0000001	1	Карменсіта	UA	\N	imdbDisplay	\N	0
tt0000001	2	Carmencita	DE	\N	\N	literal title	0
tt0000001	3	Carmencita - spanyol tánc	HU	\N	imdbDisplay	\N	0
tt0000001	4	Καρμενσίτα	GR	\N	imdbDisplay	\N	0
tt0000001	5	Карменсита	RU	\N	imdbDisplay	\N	0
tt0000001	6	Carmencita	US	\N	imdbDisplay	\N	0
tt0000001	7	Carmencita	\N	\N	original	\N	1
tt0000001	8	カルメンチータ	JP	ja	imdbDisplay	\N	0
tt0000002	1	Le clown et ses chiens	\N	\N	original	\N	1
tt0000002	2	Le clown et ses chiens	FR	\N	imdbDisplay	\N	0

11 lignes au hasard :

titleId	ordering	title	region	language	types	attributes	isOriginalTitle
tt0000005	10	Blacksmith Scene	US	\N	imdbDisplay	\N	0
tt0000005	6	Blacksmith Scene #1	US	\N	alternative	\N	0
tt0000006	2	Chinezes Fumadores de Ópio	PT	\N	\N	promotional title	0
tt0000003	7	Poor Pierrot	GB	\N	imdbDisplay	\N	0
tt0000003	8	Pauvre Pierrot	FR	\N	imdbDisplay	\N	0
tt0000005	3	Сцена в кузне	RU	\N	imdbDisplay	\N	0
tt0000006	5	Chinese Opium Den	\N	\N	original	\N	1
tt0000001	1	Карменсіта	UA	\N	imdbDisplay	\N	0
tt0000001	2	Carmencita	DE	\N	\N	literal title	0
tt0000002	5	Clovnul si cainii sai	RO	\N	imdbDisplay	\N	0
tt0000006	1	Китайский опиумный притон	RU	\N	imdbDisplay	\N	0

12 dernières lignes :

titleId	ordering	title	region	language	types	attributes	isOriginalTitle
tt0000005	3	Сцена в кузне	RU	\N	imdbDisplay	\N	0
tt0000005	4	Blacksmith Scene	CA	en	imdbDisplay	\N	0
tt0000005	5	Blacksmith Shop	GB	\N	\N	informal alternative title	0
tt0000005	6	Blacksmith Scene #1	US	\N	alternative	\N	0
tt0000005	7	Blacksmithing	US	\N	\N	informal alternative title	0
tt0000005	8	Schmiedszene	DE	\N	\N	literal title	0
tt0000005	9	A patkolókovács	HU	\N	imdbDisplay	\N	0
tt0000006	1	Китайский опиумный притон	RU	\N	imdbDisplay	\N	0
tt0000006	2	Chinezes Fumadores de Ópio	PT	\N	\N	promotional title	0
tt0000006	3	Chinese Opium Den	US	\N	imdbDisplay	\N	0
tt0000006	4	Kínai ópiumbarlang	HU	\N	imdbDisplay	\N	0
tt0000006	5	Chinese Opium Den	\N	\N	original	\N	1