Update pages/4_Simple_EDA.py

pages/4_Simple_EDA.py

@@ -0,0 +1,101 @@
+import streamlit as st
+import pandas as pd
+
+st.markdown("""
+    <style>
+    /* Set a soft background color */
+    body {
+        background-color: #eef2f7;
+    }
+    /* Style for main title */
+    h1 {
+        color: black;
+        font-family: 'Roboto', sans-serif;
+        font-weight: 700;
+        text-align: center;
+        margin-bottom: 25px;
+    }
+    /* Style for headers */
+    h2 {
+        color: black;
+        font-family: 'Roboto', sans-serif;
+        font-weight: 600;
+        margin-top: 30px;
+    }
+    
+    /* Style for subheaders */
+     h3 {
+        color: red;
+        font-family: 'Roboto', sans-serif;
+        font-weight: 500;
+        margin-top: 20px;
+    }
+    .custom-subheader {
+        color: black;
+        font-family: 'Roboto', sans-serif;
+        font-weight: 600;
+        margin-bottom: 15px;
+    }
+    /* Paragraph styling */
+    p {
+        font-family: 'Georgia', serif;
+        line-height: 1.8;
+        color: black;
+        margin-bottom: 20px;
+    }
+    /* List styling with checkmark bullets */
+    .icon-bullet {
+        list-style-type: none;
+        padding-left: 20px;
+    }
+    .icon-bullet li {
+        font-family: 'Georgia', serif;
+        font-size: 1.1em;
+        margin-bottom: 10px;
+        color: black;
+    }
+    .icon-bullet li::before {
+        content: "◆";
+        padding-right: 10px;
+        color: black;
+    }
+    /* Sidebar styling */
+    .sidebar .sidebar-content {
+        background-color: #ffffff;
+        border-radius: 10px;
+        padding: 15px;
+    }
+    .sidebar h2 {
+        color: #495057;
+    }
+    /* Custom button style */
+    .streamlit-button {
+        background-color: #00FFFF;
+        color: #000000;
+        font-weight: bold;
+    }
+    </style>
+    """, unsafe_allow_html=True)
+
+st.header("Simple EDA💬")
+st.markdown('''
+- Simple EDA is a part of life cycle in NLP where after collecting the raw data we need to perform simple eda which tells the quallty of the data
+- Simpl EDA is not performed based on the probelm statement
+- It checks the exploration of the data
+''')
+
+st.subheader("Major Simple EDA📃")
+st.markdown('''
+◆ Whether all the alphabets are in 
+    - lower case
+    - upper case
+    - combination of lower and upper case
+◆ Whether the collected text data contains any html / url tags
+◆ Whether the collected text data contains any urls
+◆ Whether the collected text data contains any mentions / hashtags
+◆ Whether the collected text data contains any digits
+◆ Whether the collected text data contains any punctuations
+◆ Whether the collected text data contains any emojis
+◆ Whether the collected text data contains any data /time
+''')
+