South Africa, features and locations

South Africa, features and locations

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

about the data

row count	102,884
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
Bouwlust	South Africa	ZA	Africa	-23.16956	28.56286
Bruins Klip	South Africa	ZA	Africa	-34.21667	19.86667
Elsie se Gorra	South Africa	ZA	Africa	-29.26403	21.15116
Klaas Titus Vlei	South Africa	ZA	Africa	-30.34432	21.02562
Mount Saint Bernard	South Africa	ZA	Africa	-28.91284	30.38173
Ngodwana	South Africa	ZA	Africa	-25.58333	30.63333
Nwamba	South Africa	ZA	Africa	-23.37033	31.31648
Olivenkloof	South Africa	ZA	Africa	-25.55	26.53333
Rainbow	South Africa	ZA	Africa	-29.7578	29.41148
Rooiberg	South Africa	ZA	Africa	-31.79218	23.89208
Trooilaps Pan	South Africa	ZA	Africa	-28.64057	21.5379
Vischget Myn	South Africa	ZA	Africa	-24.55	28.63333

included fields

field name	data type	minimum length	maximum length	unique value count	example values
latitude	float	5	9	80079	-33.37259 -33.01156 -30.32078 -27.9941 -26.27572
longitude	float	4	8	80561	19.82447 19.85222 28.48344 29.12191 30.34514
country_code	string	2	2	1	ZA
timezone	string	15	19	2	Africa/Johannesburg Africa/Windhoek
featureName	string	3	46	239	convent first-order administ... meteorological stati... mountain salt area
featureDescription	string	8	231	225	a camp used by miner... a place where helico... a surface with a rel... an area dominated by... plantings of grapevi...
name	string	2	66	59978	Groot Awas Koren Huis Onder-Traka Spitzkopie Veldkraal
elevation	float	3	7	2480	101.0 411.0 446.0 504.0 3039.0
country	string	12	12	1	South Africa
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)