z-scores of anthropometric measurements of children below 5 years based on WHO
Project description
Z score
This libray is Used for measuring Z score of Children (0-5 Years) based on standard provided by WHO 2006
REQUIREMENTS
Python 2.7.x, Python 3.x or later
INSTALLATION
pip install cgmzscore
EXAMPLE USAGE
applying functions on CGM datasets:
from cgmzscore.src.main import z_score_with_class
import ast
df["sex"] = df["sex"].map({"male": "M", "female": "F"})
df["metrics"] = df.apply(lambda row: z_score_with_class(weight=row["weight"], height=row["height"], muac=row["muac"], age_in_days=row["age"], sex=row["sex"]), axis=1)
df["metrics"] = df["metrics"].apply(ast.literal_eval)
for col in df.metrics[0].keys():
df[col] = df["metrics"].apply(lambda x: x[col])
df = df.drop("metrics", axis=1)
calculate z score for weight vs age
from cgmzscore.src.main import z_score_wfa
score = z_score_wfa(weight="7.853",age_in_days='16',sex='M')
calculate z score for weight vs length/height
from cgmzscore.src.main import z_score_wfl
score = z_score_wfl(weight="7.853",age_in_days='16',sex='M',height='73')
calculate z score for weight vs length/height and both wfl and wfh works same
from cgmzscore.src.main import z_score_wfh
score = z_score_wfh(weight="7.853",age_in_days='16',sex='M',height='73')
calculate z score for length vs age
from cgmzscore.src.main import z_score_lhfa
score = z_score_lhfa(age_in_days='16',sex='M',height='73')
compute all z scores and corresponding diagnoses at once
from cgmzscore.src.main import z_score_with_class
score = z_score_with_class(weight="7.853", muac="13.5", age_in_days='16', sex='M', height='73')
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