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Kelp Forest Survey

The Kelp Forest Survey project explores the traits and classifications of nearshore reef fish, drawing on transect records that capture measurements such as body length, girth, and mass, alongside site, depth, and seasonal context.

Code 1

1#Import the vizkit package and alias it as vz, which is shorter
2import vizkit as vz
3#Use the vz.load_sample function to import the `reef` dataset
4reef_data = vz.load_sample('reef')

vz reef_data 7

SQL 2

1select * from reef_data
2WHERE species = 'Rockfish'

	Aspecies	Asite	#length_cm	#girth_cm	#depth_m	#mass_g	Asex
0	Rockfish	Cape Larkin	39.1	18.7	18.1	3750	Male
1	Rockfish	Cape Larkin	39.5	17.4	18.6	3805	Female
2	Rockfish	Cape Larkin	40.3	18	19.5	3245	Female
3	Rockfish	Cape Larkin	null	null	null	null	None
4	Rockfish	Cape Larkin	36.7	19.3	19.3	3455	Female
5	Rockfish	Cape Larkin	39.3	20.6	19	3650	Male
6	Rockfish	Cape Larkin	38.9	17.8	18.1	3628	Female
7	Rockfish	Cape Larkin	39.2	19.6	19.5	4675	Male
8	Rockfish	Cape Larkin	34.1	18.1	19.3	3472	None
9	Rockfish	Cape Larkin	42	20.2	19	4255	None