skrub example report

Demo
Examples
employee_salaries

skrub.TableReport

	gender	department	department_name	division	assignment_category	employee_position_title	date_first_hired	year_first_hired
0	F	POL	Department of Police	MSB Information Mgmt and Tech Division Records Management Section	Fulltime-Regular	Office Services Coordinator	09/22/1986	1986
1	M	POL	Department of Police	ISB Major Crimes Division Fugitive Section	Fulltime-Regular	Master Police Officer	09/12/1988	1988
2	F	HHS	Department of Health and Human Services	Adult Protective and Case Management Services	Fulltime-Regular	Social Worker IV	11/19/1989	1989
3	M	COR	Correction and Rehabilitation	PRRS Facility and Security	Fulltime-Regular	Resident Supervisor II	05/05/2014	2014
4	M	HCA	Department of Housing and Community Affairs	Affordable Housing Programs	Fulltime-Regular	Planning Specialist III	03/05/2007	2007

9223	F	HHS	Department of Health and Human Services	School Based Health Centers	Fulltime-Regular	Community Health Nurse II	11/03/2015	2015
9224	F	FRS	Fire and Rescue Services	Human Resources Division	Fulltime-Regular	Fire/Rescue Division Chief	11/28/1988	1988
9225	M	HHS	Department of Health and Human Services	Child and Adolescent Mental Health Clinic Services	Parttime-Regular	Medical Doctor IV - Psychiatrist	04/30/2001	2001
9226	M	CCL	County Council	Council Central Staff	Fulltime-Regular	Manager II	09/05/2006	2006
9227	M	DLC	Department of Liquor Control	Licensure, Regulation and Education	Fulltime-Regular	Alcohol/Tobacco Enforcement Specialist II	01/30/2012	2012

Column	Column name	dtype	Null values	Unique values	Mean	Std	Min	Median	Max
0	gender	ObjectDType	17 (0.2%)	2 (< 0.1%)
1	department	ObjectDType	0 (0.0%)	37 (0.4%)
2	department_name	ObjectDType	0 (0.0%)	37 (0.4%)
3	division	ObjectDType	0 (0.0%)	694 (7.5%)
4	assignment_category	ObjectDType	0 (0.0%)	2 (< 0.1%)
5	employee_position_title	ObjectDType	0 (0.0%)	443 (4.8%)
6	date_first_hired	ObjectDType	0 (0.0%)	2264 (24.5%)
7	year_first_hired	Int64DType	0 (0.0%)	51 (0.6%)	2.00e+03	9.33	1,965	2,005	2,016

Column 1	Column 2	Cramér's V
department	department_name	1.00
division	assignment_category	0.617
assignment_category	employee_position_title	0.528
division	employee_position_title	0.429
department_name	assignment_category	0.416
department	assignment_category	0.416
department	employee_position_title	0.399
department_name	employee_position_title	0.399
gender	department	0.370
gender	department_name	0.370
department_name	division	0.364
department	division	0.364
gender	employee_position_title	0.269
gender	division	0.254
gender	assignment_category	0.252
employee_position_title	date_first_hired	0.222
department	date_first_hired	0.145
department_name	date_first_hired	0.145
date_first_hired	year_first_hired	0.143
employee_position_title	year_first_hired	0.136

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Employee salaries

gender

department

department_name

division

assignment_category

employee_position_title

date_first_hired

year_first_hired