skrub example report

	pclass	survived	name	sex	age	sibsp	parch	ticket	fare	cabin	embarked	boat	body	home.dest
0	1	1	Allen, Miss. Elisabeth Walton	female	29.0	0	0	24160	211.3375	B5	S	2		St Louis, MO
1	1	1	Allison, Master. Hudson Trevor	male	0.9167	1	2	113781	151.55	C22 C26	S	11		Montreal, PQ / Chesterville, ON
2	1	0	Allison, Miss. Helen Loraine	female	2.0	1	2	113781	151.55	C22 C26	S			Montreal, PQ / Chesterville, ON
3	1	0	Allison, Mr. Hudson Joshua Creighton	male	30.0	1	2	113781	151.55	C22 C26	S		135.0	Montreal, PQ / Chesterville, ON
4	1	0	Allison, Mrs. Hudson J C (Bessie Waldo Daniels)	female	25.0	1	2	113781	151.55	C22 C26	S			Montreal, PQ / Chesterville, ON

1304	3	0	Zabour, Miss. Hileni	female	14.5	1	0	2665	14.4542		C		328.0
1305	3	0	Zabour, Miss. Thamine	female		1	0	2665	14.4542		C
1306	3	0	Zakarian, Mr. Mapriededer	male	26.5	0	0	2656	7.225		C		304.0
1307	3	0	Zakarian, Mr. Ortin	male	27.0	0	0	2670	7.225		C
1308	3	0	Zimmerman, Mr. Leo	male	29.0	0	0	315082	7.875		S

Column	Column name	dtype	Null values	Unique values	Mean	Std	Min	Median	Max
0	pclass	Int64DType	0 (0.0%)		2.29	0.838	1	3	3
1	survived	CategoricalDtype	0 (0.0%)	2 (0.2%)
2	name	ObjectDType	0 (0.0%)	1307 (99.8%)
3	sex	CategoricalDtype	0 (0.0%)	2 (0.2%)
4	age	Float64DType	263 (20.1%)		29.9	14.4	0.167	28.0	80.0
5	sibsp	Int64DType	0 (0.0%)		0.499	1.04	0	0	8
6	parch	Int64DType	0 (0.0%)		0.385	0.866	0	0	9
7	ticket	ObjectDType	0 (0.0%)	929 (71.0%)
8	fare	Float64DType	1 (< 0.1%)		33.3	51.8	0.00	14.5	512.
9	cabin	ObjectDType	1014 (77.5%)	186 (14.2%)
10	embarked	CategoricalDtype	2 (0.2%)	3 (0.2%)
11	boat	ObjectDType	823 (62.9%)	27 (2.1%)
12	body	Float64DType	1188 (90.8%)		161.	97.7	1.00	155.	328.
13	home.dest	ObjectDType	564 (43.1%)	369 (28.2%)

Column 1	Column 2	Cramér's V
survived	boat	0.948
sibsp	ticket	0.619
pclass	cabin	0.599
pclass	home.dest	0.537
survived	sex	0.529
sex	boat	0.506
pclass	fare	0.446
pclass	boat	0.422
fare	cabin	0.409
sibsp	home.dest	0.395
parch	ticket	0.368
pclass	age	0.343
ticket	home.dest	0.341
cabin	home.dest	0.327
pclass	survived	0.313
survived	cabin	0.309
ticket	fare	0.308
ticket	cabin	0.284
pclass	embarked	0.284
fare	boat	0.274

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Titanic

pclass

survived

name

sex

age

sibsp

parch

ticket

fare

cabin

embarked

boat

body

home.dest