From a569e157b414c0f22ce9e51e627ce3f3d37b6aef Mon Sep 17 00:00:00 2001
From: JPogodzinski <pogodzinskij@gmail.com>
Date: Mon, 31 May 2021 19:11:26 +0200
Subject: [PATCH] first commit

---
 heart.csv | 304 ++++++++++++++++++++++++++++++++++++++++++++++++++++++
 main.py   |  93 +++++++++++++++++
 2 files changed, 397 insertions(+)
 create mode 100644 heart.csv
 create mode 100644 main.py

diff --git a/heart.csv b/heart.csv
new file mode 100644
index 0000000..08b5462
--- /dev/null
+++ b/heart.csv
@@ -0,0 +1,304 @@
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diff --git a/main.py b/main.py
new file mode 100644
index 0000000..760ac93
--- /dev/null
+++ b/main.py
@@ -0,0 +1,93 @@
+import pandas as pd
+
+data=pd.read_csv('heart.csv')
+
+print(data)
+
+men=0
+for i in range(len(data['sex'])):
+    if data['sex'][i] ==1:
+        men+=1
+print(men)
+p_men=men/len(data)
+print("ssssss",p_men)
+
+chol=0
+for i in range(len(data['chol'])):
+    if data['chol'][i] >200:
+        chol+=1
+print(chol)
+p_chol=chol/len(data)
+print(p_chol)
+
+age_over_50=0
+for i in range(len(data['age'])):
+    if data['age'][i] >50:
+        age_over_50+=1
+print(age_over_50)
+p_age_over_50=age_over_50/len(data)
+print(p_age_over_50)
+
+sugar=0
+for i in range(len(data['fbs'])):
+    if data['fbs'][i] ==1:
+        sugar+=1
+print(sugar)
+p_sugar=sugar/len(data)
+print(p_sugar)
+
+heart_attack=0
+for i in range(len(data['target'])):
+    if data['target'][i] ==1:
+        heart_attack+=1
+print(heart_attack)
+p_heart_attack=heart_attack/len(data)
+print(p_heart_attack)   #P(class)
+
+man_if_heart_attack=0
+for i in range(len(data['target'])):
+    if data['target'][i] ==1:
+        if data['sex'][i]==1:
+            man_if_heart_attack+=1
+print(man_if_heart_attack)
+p_man_if_heart_attack=man_if_heart_attack/len(data)
+p_man_if_heart_attack=p_man_if_heart_attack/p_heart_attack
+print(p_man_if_heart_attack)
+
+over50_if_heart_attack=0
+for i in range(len(data['target'])):
+    if data['target'][i] ==1:
+        if data['age'][i]>50:
+            over50_if_heart_attack+=1
+print(over50_if_heart_attack)
+p_over50_if_heart_attack=over50_if_heart_attack/len(data)
+p_over50_if_heart_attack=p_over50_if_heart_attack/p_heart_attack
+print(p_over50_if_heart_attack)
+
+chol_over200_if_heart_attack=0
+for i in range(len(data['target'])):
+    if data['target'][i] ==1:
+        if data['chol'][i]>200:
+            chol_over200_if_heart_attack+=1
+print(chol_over200_if_heart_attack)
+p_chol_over200_if_heart_attack=chol_over200_if_heart_attack/len(data)
+p_chol_over200_if_heart_attack=p_chol_over200_if_heart_attack/p_heart_attack
+print(p_chol_over200_if_heart_attack)
+
+sugar_if_heart_attack=0
+for i in range(len(data['target'])):
+    if data['target'][i] ==1:
+        if data['fbs'][i]==1:
+            sugar_if_heart_attack+=1
+print(sugar_if_heart_attack)
+p_sugar_if_heart_attack=sugar_if_heart_attack/len(data)
+p_sugar_if_heart_attack=p_sugar_if_heart_attack/p_heart_attack
+print(p_sugar_if_heart_attack)
+
+
+licznik=p_man_if_heart_attack*p_sugar_if_heart_attack*p_over50_if_heart_attack*p_chol_over200_if_heart_attack*p_heart_attack
+mianownik=(p_man_if_heart_attack*p_sugar_if_heart_attack*p_over50_if_heart_attack*p_chol_over200_if_heart_attack*p_heart_attack)+((1-p_man_if_heart_attack)*(1-p_sugar_if_heart_attack)*(1-p_over50_if_heart_attack)*(1-p_chol_over200_if_heart_attack)*(1-p_heart_attack))
+
+print(licznik)
+print(mianownik)
+print(licznik/mianownik)
\ No newline at end of file