Pakistan, features and locations

Pakistan, features and locations

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

about the data

row count	225,891
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
Bahatar	Pakistan	PK	Asia	29.87734	69.26133
Bheyan Shah Dagar	Pakistan	PK	Asia	25.37136	64.33666
Buni Zom	Pakistan	PK	Asia	36.1581	72.3206
Chongalian di Basti	Pakistan	PK	Asia	28.57494	70.06831
Dili	Pakistan	PK	Asia	28.04658	64.32391
Goth Qazi Pir Muhammad	Pakistan	PK	Asia	26.85512	67.81241
Goth Santram	Pakistan	PK	Asia	25.34209	69.32223
Kassab Nala	Pakistan	PK	Asia	33.43408	71.86858
Kot Muhamud Khan	Pakistan	PK	Asia	29.9924	72.54036
Lalial	Pakistan	PK	Asia	32.4342	74.86552
Saiyid Kasran Railway Station	Pakistan	PK	Asia	33.13647	73.02646
Saiyidpur	Pakistan	PK	Asia	24.91087	68.86286

included fields

field name	data type	minimum length	maximum length	unique value count	example values
latitude	float	4	8	198693	25.2518 30.11011 30.23059 30.23766 30.93566
longitude	float	4	8	196222	68.28473 72.278 73.52456 73.78035 74.15919
country_code	string	2	2	1	PK
timezone	string	12	12	2	Asia/Karachi Asia/Kolkata
featureName	string	3	47	325	agricultural school hydroelectric power ... palace railroad siding railroad tunnel
featureDescription	string	8	231	298	a coastal island con... a facility where res... a short track parall... a tract of land used... an extensive interio...
name	string	2	77	175943	Barani Chah Bariah Ghulam Nani Goth Jumo Jamali Kili Khudadad Khaisa...
elevation	float	3	7	5174	185.0 2071.0 2232.0 2599.0 3087.0
country	string	8	8	1	Pakistan
continent	string	4	4	1	Asia

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)