plot graphs for stress detection

Stress_detection_-_Research.py

+#!/usr/bin/env python
+# coding: utf-8
+
+# In[18]:
+
+
+#import libraies
+import pandas as pd
+import numpy as np
+import matplotlib.pyplot as plot
+import seaborn as sb
+import seaborn as sns
+
+
+# In[2]:
+
+
+#insert data set
+data=pd.read_csv("C:\\Users\\USER\\Downloads\\archive (1)\\SaYoPillow.csv")
+
+
+# In[3]:
+
+
+data.head()
+
+
+# In[5]:
+
+
+data.shape
+
+
+# In[6]:
+
+
+#renameing the columns
+data.columns=['snoring_rate', 'respiration_rate', 'body_temperature', 'limb_movement', 'blood_oxygen',              'eye_movement', 'sleeping_hours', 'heart_rate', 'stress_level']
+
+
+# In[7]:
+
+
+data.head()
+
+
+# In[10]:
+
+
+sorted(data.stress_level.unique())
+
+
+# In[11]:
+
+
+data.stress_level.value_counts()
+
+
+# In[12]:
+
+
+print("Average amount of sleep (median):",data.sleeping_hours.median())
+
+
+# In[13]:
+
+
+print("Average amount of stress (median):",data.stress_level.median())
+
+
+# In[14]:
+
+
+#checking for nulls
+
+
+# In[15]:
+
+
+if not data.isnull().values.any():
+    print("Done!!!")
+else:
+    print("(((")
+
+
+# In[16]:
+
+
+#make a simple plots
+
+
+# In[23]:
+
+
+sleep_hours_plot = sns.lineplot(data=data, x='stress_level',y='sleeping_hours',color='red')
+sleep_hours_plot.axes.set_title("Dependence of stress level on sleep hours", fontsize=16)
+sleep_hours_plot.set_xlabel("Stress level", fontsize=14)
+sleep_hours_plot.set_ylabel("Sleep hours", fontsize=14)
+
+
+# In[22]:
+
+
+heart_rate_plot = sns.lineplot(data=data, x='stress_level',y='sleeping_hours', color='green')
+heart_rate_plot.axes.set_title("Dependence of stress level on heart rate", fontsize=16)
+heart_rate_plot.set_xlabel("Stress level", fontsize=14)
+heart_rate_plot.set_ylabel("Heart rate", fontsize=14)
+
+
+# In[ ]:
+
+
+
+