Create app.py

app.py

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+import gradio as gr
+from collections import Counter
+import string
+
+def process_text(text, sorting_option):
+    # Remove punctuation from the input text
+    translator = str.maketrans('', '', string.punctuation)
+    text = text.translate(translator)
+    
+    words = text.split()
+    
+    # Count word frequencies
+    word_counts = Counter(words)
+    
+    # Sort words based on the selected option
+    if sorting_option == 'alphabetically':
+        sorted_words = sorted(word_counts.items(), key=lambda x: x[0])
+    elif sorting_option == 'by_frequency':
+        sorted_words = sorted(word_counts.items(), key=lambda x: x[1], reverse=True)
+    else:
+        sorted_words = word_counts.items()
+
+    # Get the top 5 words with their frequencies
+    top_5_words = sorted_words
+    
+    # Format the top 5 words and frequencies as an HTML table
+    table_html = "<table style='width:100%'><tr><th>Word</th><th>Frequency</th></tr>"
+    for word, freq in top_5_words:
+        table_html += f"<tr><td>{word}</td><td>{freq}</td></tr>"
+    table_html += "</table>"
+    
+    # Wrap the table in a div with a fixed height and scrolling
+    div_with_scroll = f"<div style='height: 200px; overflow-y: scroll;'>{table_html}</div>"
+    
+    return div_with_scroll
+
+iface = gr.Interface(
+    fn=process_text,
+    inputs=[gr.Textbox("text", label="Paste Text Here"), 
+            gr.Radio(["alphabetically", "by_frequency", "none"], label="Select Sorting Option")],
+    outputs=gr.HTML(label="Top 5 Words with Frequencies")
+)
+
+iface.launch(share=True)