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Update app.py
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app.py
CHANGED
@@ -5,17 +5,16 @@ from collections import defaultdict
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import plotly.express as px
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import time
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def analyze_coloring_trends(region='US'):
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# Initialize Google Trends connection
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pytrends = TrendReq(hl='en-US', tz=360)
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# Define categories
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trending_keywords = defaultdict(int)
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results = []
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@@ -58,7 +57,7 @@ def analyze_coloring_trends(region='US'):
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# Check if DataFrame has any data
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if df.empty:
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print("No data was retrieved.")
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return "No data available for the selected
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# Create bar chart visualization
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fig = px.bar(
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@@ -79,8 +78,6 @@ def analyze_coloring_trends(region='US'):
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recommendations = f"""
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Top Trending Categories in {region}:
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1. {coloring_categories[0]}
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2. {coloring_categories[1]}
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3. {coloring_categories[2]}
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Recommended Actions:
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- Focus on these trending keywords
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@@ -91,14 +88,19 @@ def analyze_coloring_trends(region='US'):
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return fig, top_keywords_str, recommendations
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# Create Gradio interface with
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iface = gr.Interface(
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fn=analyze_coloring_trends,
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inputs=[
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gr.Dropdown(
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choices=['US', 'UK', 'CA', 'AU', 'DE', 'FR', 'ES', 'IT', 'JP', 'BR', 'IN'],
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label="Select Region",
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value="US" # Set default region
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)
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],
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outputs=[
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import plotly.express as px
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import time
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def analyze_coloring_trends(search_query='adult coloring books', region='US'):
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# Initialize Google Trends connection
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pytrends = TrendReq(hl='en-US', tz=360)
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# Define a list of predefined categories (if user doesn't enter a custom query)
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if search_query.lower() in ['adult coloring books', 'mandala coloring', 'animal coloring', 'flower coloring', 'kids coloring books']:
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coloring_categories = [search_query]
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else:
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coloring_categories = [search_query]
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trending_keywords = defaultdict(int)
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results = []
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# Check if DataFrame has any data
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if df.empty:
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print("No data was retrieved.")
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return "No data available for the selected category in this region.", "", ""
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# Create bar chart visualization
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fig = px.bar(
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recommendations = f"""
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Top Trending Categories in {region}:
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1. {coloring_categories[0]}
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Recommended Actions:
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- Focus on these trending keywords
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return fig, top_keywords_str, recommendations
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# Create Gradio interface with search bar
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iface = gr.Interface(
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fn=analyze_coloring_trends,
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inputs=[
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gr.Textbox(
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label="Enter Search Term",
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value="adult coloring books", # Default search term
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placeholder="e.g. adult coloring books, animal coloring, etc."
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),
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gr.Dropdown(
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choices=['US', 'UK', 'CA', 'AU', 'DE', 'FR', 'ES', 'IT', 'JP', 'BR', 'IN'],
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label="Select Region",
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value="US" # Set default region
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)
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],
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outputs=[
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