KNBS 2019 Urban Centres Population

This dataset details the population distribution across urban centres in Kenya as of 2019.
It provides a gender breakdown (male and female) for the total population of each urban centre.
The "KENYA" entry represents the total urban population for the entire country, significantly larger than any individual urban centre.
Nairobi City, Mombasa, Nakuru, and Ruiru are among the largest urban centres by population.
Female populations are slightly higher than male populations on average across the urban centres.
There is a null value in the 'county' column for the "KENYA" entry, which is expected as it represents the national total.
The 'total' population for "KENYA" is an extreme outlier compared to individual urban centres, representing the sum of all urban populations.
What are the most populous urban centres in Kenya?
Which counties have the highest number of urban centres represented in the dataset?
Is there a significant gender imbalance in the urban populations of specific counties?

Column	Type	Nulls	Unique	Stats / Top values
urban_centre	string	—	306	GITHUNGURI (2)MAKUTANO (2)KENYA (1)NAIROBI CITY (1)MOMBASA (1)
county	string	—	61	NAKURU (20)KIAMBU (16)KAJIADO (15)MACHAKOS (13)KILIFI (9)
total	number	—	307	mean 95743.3377 · min 2015 · max 14744474 · median 8930.5
male	number	—	305	mean 47466.487 · min 878 · max 7309839 · median 4381.5
female	number	—	301	mean 48272.4351 · min 1007 · max 7433955 · median 4567.5

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