Update pages/Data Collection.py

pages/Data Collection.py

@@ -136,7 +136,6 @@ if data_type == "Structured Data":
             if st.button("Explore Excel"):
                 st.write("Redirecting to Excel page...")
 
-# Unstructured Data Section
 elif data_type == "Unstructured Data":
     st.markdown("""
         <div style="text-align: left; margin-top: 20px;">
@@ -151,6 +150,8 @@ elif data_type == "Unstructured Data":
     """, unsafe_allow_html=True)
     st.write("""
     **Unstructured data** refers to information that does not follow a predefined format or structure.
+    It is typically raw data that lacks a clear, organized schema, making it harder to store and analyze using traditional tools.
+    Examples include multimedia files (images, videos, audio), emails, and social media posts.
     """)
 
     st.markdown("""
@@ -160,7 +161,21 @@ elif data_type == "Unstructured Data":
     """, unsafe_allow_html=True)
     st.write("""
     - Does not follow a specific schema or structure.
-    - Requires advanced tools for analysis.
+    - Cannot be stored in traditional tabular formats like rows and columns.
+    - Requires advanced tools like machine learning or natural language processing (NLP) for analysis.
+    """)
+
+    st.markdown("""
+        <div style="text-align: left; margin-top: 20px;">
+            <h4 style="color: #5b2c6f;">Example:</h4>
+        </div>
+    """, unsafe_allow_html=True)
+    st.write("""
+    Examples of unstructured data include:
+    - **Images**: Photos, screenshots, or scanned documents.
+    - **Audio**: Podcasts, voice recordings, or music files.
+    - **Videos**: Recorded lectures, surveillance footage, or YouTube videos.
+    - **Text**: Emails, social media posts, and blog articles.
     """)
 
     st.markdown("""
@@ -169,6 +184,14 @@ elif data_type == "Unstructured Data":
         </div>
     """, unsafe_allow_html=True)
 
+    st.write("""
+    **Data Formats:**
+    - **Images**: Formats like JPEG, PNG, BMP, and TIFF.
+    - **Audio**: Formats like MP3, WAV, and FLAC.
+    - **Videos**: Formats like MP4, AVI, and MKV.
+    - **Text**: Formats like TXT, LOG, and DOCX.
+    """)
+
     if st.button("Unstructured Data Formats"):
         st.write("Select a format to explore:")
 
@@ -191,6 +214,7 @@ elif data_type == "Unstructured Data":
             if st.button("Explore Text"):
                 st.write("Redirecting to Text page...")
 
+
 # Semi-Structured Data Section
 elif data_type == "Semi-Structured Data":
     st.markdown("""
@@ -205,7 +229,32 @@ elif data_type == "Semi-Structured Data":
         </div>
     """, unsafe_allow_html=True)
     st.write("""
-    **Semi-Structured data** refers to information that contains markers or tags for structure but is not stored in a strict tabular format.
+    **Semi-Structured data** refers to information that does not follow a strict tabular format but contains tags or markers to separate data elements.
+    This type of data is more flexible than structured data but still organized enough to allow for easier analysis than unstructured data.
+    """)
+
+    st.markdown("""
+        <div style="text-align: left; margin-top: 20px;">
+            <h4 style="color: #5b2c6f;">Characteristics:</h4>
+        </div>
+    """, unsafe_allow_html=True)
+    st.write("""
+    - Contains markers or tags (e.g., XML, JSON keys) to provide structure.
+    - More flexible than structured data, allowing for varying schemas.
+    - Easier to process than unstructured data.
+    """)
+
+    st.markdown("""
+        <div style="text-align: left; margin-top: 20px;">
+            <h4 style="color: #5b2c6f;">Examples:</h4>
+        </div>
+    """, unsafe_allow_html=True)
+    st.write("""
+    Examples of semi-structured data include:
+    - **CSV**: Comma-separated values in plain-text files.
+    - **JSON**: A lightweight data-interchange format used in web applications.
+    - **XML**: Extensible Markup Language for structured document encoding.
+    - **HTML**: Markup language for web pages.
     """)
 
     st.markdown("""