From 8544cb3ea0daadd257c3d86ea41ecdc8e0dfefca Mon Sep 17 00:00:00 2001 From: Pritimay Sarkar Date: Wed, 4 Oct 2023 23:40:08 +0530 Subject: [PATCH] add plot --- scripts/combine12.py | 8 +++++++- 1 file changed, 7 insertions(+), 1 deletion(-) diff --git a/scripts/combine12.py b/scripts/combine12.py index 06228f5..653ef9a 100644 --- a/scripts/combine12.py +++ b/scripts/combine12.py @@ -1,12 +1,15 @@ import pandas as pd import os import numpy as np +import matplotlib.pyplot as plt curdir = os.getcwd() path_delim = '/' df1 = pd.read_excel(curdir + path_delim + "data/users_27_09_2023_19_17.xlsx", sheet_name="Sheet1") df2 = pd.read_excel(curdir + path_delim + "data/FinalToDeclare27sept.xlsx", sheet_name="DataProcessed") +df2.plot(kind = 'scatter', x = 'testTime', y = 'calculatedRatio') +plt.show() df = df1.merge(df2, on="_id", how='outer') print(df.columns) @@ -22,6 +25,9 @@ df = df.reindex(["Sample ID", "Name", "ABHA ID", "Aadhaar ID", "Age", "Gender", # df['Date'] = pd.to_datetime(df["Date"].dt.strftime('%d-%m-%Y')) # df = df.sort_values(by=['Date'], ascending=True) + +df["Test Result"].fillna("Retest", inplace = True) + df_final = df df_final.loc[df_final['Test Result'] == 'Normal', 'Test Result'] = 'Normal (HbA)' @@ -34,6 +40,6 @@ df_final.loc[df_final['Gender'] == 'Male', 'Gender'] = 'MALE' df_final.loc[df_final['Gender'] == 'Female', 'Gender'] = 'FEMALE' print(df_final.groupby(["Test Result"]).describe()) -writer = pd.ExcelWriter(curdir + path_delim + "data/Sept27.xlsx", engine = 'openpyxl') +writer = pd.ExcelWriter(curdir + path_delim + "data/Sept27b.xlsx", engine = 'openpyxl') df_final.to_excel(writer, sheet_name = 'op', index=False) writer.close()