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HighCostDrugsDemo/analysis/__init__.py
T
2026-02-04 13:04:29 +00:00

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Python

"""
Analysis package for patient pathway processing.
This package contains refactored functions from the original generate_graph() pipeline:
- pathway_analyzer: Main analysis pipeline with prepare_data, calculate_statistics, build_hierarchy
- statistics: Statistical calculation functions (costs, frequencies, durations)
"""
from analysis.pathway_analyzer import (
prepare_data,
calculate_statistics,
build_hierarchy,
prepare_chart_data,
generate_icicle_chart,
)
from analysis.statistics import (
count_consecutive_values,
calculate_drug_costs,
calculate_dosing_frequency,
calculate_drug_frequency_row,
calculate_cost_per_patient_per_annum,
calculate_treatment_duration,
calculate_pathway_proportion,
aggregate_patient_costs,
aggregate_drug_frequencies,
format_treatment_statistics,
remove_nan_values,
)
__all__ = [
# Pathway analysis pipeline
"prepare_data",
"calculate_statistics",
"build_hierarchy",
"prepare_chart_data",
"generate_icicle_chart",
# Statistical calculations
"count_consecutive_values",
"calculate_drug_costs",
"calculate_dosing_frequency",
"calculate_drug_frequency_row",
"calculate_cost_per_patient_per_annum",
"calculate_treatment_duration",
"calculate_pathway_proportion",
"aggregate_patient_costs",
"aggregate_drug_frequencies",
"format_treatment_statistics",
"remove_nan_values",
]