jiku-data 0.1.5

'Open source datasets, component of Jiku Core

JIKU DATA

Public repository of open-source datasets, and a component of the Jiku Core software suite.

Datasets appear in ./src/jikudata/datasets and are all sourced from the internet, academic papers and open databases. Dataset-specific licenses are provided where required.

Example use:

import jikudata as jd

dataset = jd.RSRegression()
y       = dataset.y  # dependent variable
x       = dataset.x  # independent variable(s)

print( dataset )
print( dataset.www )

Output:

RSRegression:
    design : Linear regression
    dim    : 0
    y      : (15,) array
    expected : 
        ExpectedResultsSPM1D:
            STAT : T
            z    : -3.67092
            df   : (1, 13)
            p    : 0.0028
            
https://www.real-statistics.com/regression/hypothesis-testing-significance-regression-line-slope/

Iterate through all datasets:

for dataset in jd.datasets.iter_all():
		print( dataset.name )