Botswana, features and locations

Botswana, features and locations

a spatial dataset containing the locations (lat,long) of various geographical features for Botswana. samples for this dataset are available here, csv json. (hint: right-click 'save link as')

about the data

row count	3,922
CSV delimiter	comma
CSV quoted by	double quote
numeric non-values	-9999.0
text non-values	no-value

example data

name	country	country code	continent	latitude	longitude
Bonwapitse Cottage	Botswana	BW	Africa	-23.31707	26.73642
Gobatika	Botswana	BW	Africa	-20.54753	27.28819
Kadimotse	Botswana	BW	Africa	-23.35453	26.67388
Lekgopha	Botswana	BW	Africa	-25.13194	25.36088
Mabutsane	Botswana	BW	Africa	-24.38646	23.57486
Makhana Pan	Botswana	BW	Africa	-23.81667	23.1
Mokaya	Botswana	BW	Africa	-18.91667	22.71667
Moswelabatho Dry Valley	Botswana	BW	Africa	-23.21686	26.28922
Nfeke	Botswana	BW	Africa	-24.23776	26.42626
Nyeruku Pan	Botswana	BW	Africa	-18.75	24.05
Setekwane	Botswana	BW	Africa	-22.34759	26.58251
Tikiitiki River	Botswana	BW	Africa	-20.6344	26.91274

included fields

field name	data type	minimum length	maximum length	unique value count	example values
latitude	float	5	9	3482	-24.93814 -23.8638 -20.95451 -20.74852 -20.43839
longitude	float	4	8	3477	24.80792 26.62593 26.67001 27.46438 27.66766
country_code	string	2	2	1	BW
timezone	string	15	15	2	Africa/Gaborone Africa/Windhoek
featureName	string	3	46	89	border post first-order administ... hill pans tower
featureDescription	string	8	154	82	a body of running wa... a building in which ... a mine where coal is... a site occupied by t... an elongated depress...
name	string	3	51	3532	Ditshukutswane Kikana Kumsedisha Pan Mamelodi Mokgalo River
elevation	float	5	6	694	636.0 737.0 923.0 1024.0 1026.0
country	string	8	8	1	Botswana
continent	string	6	6	1	Africa

All fields have been cleaned, commas and non-ascii characters have been removed. all numeric fields are numbers where a "non-value" numbers have been replaced with -9999.0, text fields without a value have been give the value "no-value". there are non empty values in this dataset

license: Attribution 4.0 International (CC BY 4.0)