Update pages/Data Collection.py

pages/Data Collection.py

@@ -140,3 +140,81 @@ if data_type == "Structured Data":
         st.query_params["page"] = "Excel"
         st.rerun()
 
+    # Unstructured Data Section
+    elif data_type == "Unstructured Data":
+        st.markdown("""
+            <div style="text-align: left; margin-top: 20px;">
+                <h3 style="color: #e25822;">What is Unstructured Data?</h3>
+            </div>
+        """, unsafe_allow_html=True)
+    
+        st.markdown("""
+            <div style="text-align: left; margin-top: 20px;">
+                <h4 style="color: #5b2c6f;">Definition:</h4>
+            </div>
+        """, 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("""
+            <div style="text-align: left; margin-top: 20px;">
+                <h4 style="color: #5b2c6f;">Characteristics:</h4>
+            </div>
+        """, unsafe_allow_html=True)
+        st.write("""
+        - Does not follow a specific schema or structure.
+        - 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.
+        """)
+    
+        # Transition to Formats in Unstructured Data
+        st.markdown("""
+            <div style="text-align: left; margin-top: 20px;">
+                <h4 style="color: #5b2c6f;">Data Formats in Unstructured Data:</h4>
+            </div>
+        """, unsafe_allow_html=True)
+    
+        st.write("""
+        Unstructured data can exist in various formats, often requiring specialized tools for processing. Common formats include:
+        
+        - **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.
+        """)
+    
+        # Add a button to navigate to specific formats
+        if st.button("Explore Unstructured Data"):
+            # Display buttons for each format
+            st.write("Select a format to explore:")
+            
+            if st.button("Images"):
+                st.write("Images are a type of unstructured data often used in computer vision. Common formats: JPEG, PNG.")
+            
+            if st.button("Audio"):
+                st.write("Audio files represent sound data. Common formats: MP3, WAV.")
+            
+            if st.button("Video"):
+                st.write("Video files combine visual and audio data. Common formats: MP4, AVI.")
+            
+            if st.button("Text"):
+                st.write("Text data includes raw documents like emails or logs. Common formats: TXT, DOCX.")
+    
+