Sample for Tea API V1

proposal_tea_api_v1.py

# Declare Variables, Design, Assumptions, and Hypothesis at the time of construction
import tea 

file_path = "./datasets/UScrime.csv"
variables = [{
    'name': 'Class',
    'data type': 'ordinal',
    'categories': ['0', '1', '2']
    }, 
    {
    'name': 'Score',
    'data type': 'numeric'
    }]
design = {
    'study type': 'experiment', 
    'independent variable': 'Class',
    'dependent variable': 'Score'
}
tea_obj = tea.Tea(vars, design, hypothesis="Score~Class") # No Assumptions
tea_obj.load_data(file_path)

# Can also add Variables, Design, Assumptions, and Hypotheses incrementally
tea_obj = tea.Tea() 
tea_obj.load_data(file_path)
vars_obj = tea.define_variables(variables)
design_obj = tea.define_study_design(design, variables)
hypo_obj = tea_obj.hypothesize("Score~Class")
# No Assumptions