sample plots

models/data_input.py

@@ -1,4 +1,5 @@
 import pandas as pd
+import matplotlib.pyplot as plt
 
 class LoadData():
     def __init__(self, file_HR, file_EDA):
@@ -79,4 +80,21 @@ def create_dataframe(self):
 # NOTE: temporary for this semester
 HR_file = '2024-11-23_23-37-50-480147_HR.csv'
 EA_file = '2024-11-23_23-37-50-480147_EA.csv'
-print(LoadData(HR_file, EA_file).dataframe)
+df = LoadData(HR_file, EA_file).dataframe
+print(df)
+
+plt.title('Heart Rate Vs Time')
+plt.plot(df['Interval'], df['HR'], label='Heart Rate')
+plt.xlabel('Time (10s intervals)')
+plt.ylabel('Heart Rate')
+plt.legend()
+plt.savefig('HR_sample.jpg')
+plt.show()
+
+plt.title('EDA Vs Time')
+plt.plot(df['Interval'], df['EA'], label='EDA')
+plt.xlabel('Time (10s intervals)')
+plt.ylabel('EDA')
+plt.legend()
+plt.savefig('EDA_sample.jpg')
+plt.show()

requirements.txt

@@ -3,3 +3,4 @@ psycopg2_binary==2.9.10
 python-dotenv==1.0.1
 scikit_learn==1.5.2
 pandas==2.2.3
+matplotlib==3.9.3

website/templates/chess.html

@@ -2,4 +2,9 @@
 {% block content %}
     <h1>Page for data on chess</h1>
     <h2>Will be worked on Spring 2025</h2>
+
+    <!-- NOTE: This is temporary to show example plots from current data -->
+     <h2>Sample Data</h2>
+     <img src="static/images/HR_sample.jpg" alt="Sample Heart Rate Data">
+     <img src="static/images/EDA_sample.jpg" alt="Sample EDA Data">
 {% endblock %}