save

src/streamlit_app.py

@@ -2,4 +2,18 @@ import streamlit as st
 import pandas as pd
 
 penguin_df = pd.read_csv('src/penguins.csv')
-st.write(penguin_df.head())
+st.write(penguin_df.head())
+
+st.subheader('Penguin Species')
+penguin_df = pd.read_csv('penguins.csv')
+penguin_df.dropna(inplace=True)
+output = penguin_df['species']
+
+features = penguin_df[['island', 'bill_length_mm', 'bill_depth_mm',
+'flipper_length_mm', 'body_mass_g', 'sex']]
+
+features = pd.get_dummies(features)
+st.write('Here are our output variables')
+st.write(output.head())
+st.write('Here are our feature variables')
+st.write(features.head()