Update app.py
Browse files
app.py
CHANGED
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@@ -3,14 +3,76 @@ import pandas as pd
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import plotly.graph_objects as go
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# Sample data for the radar chart
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r=values,
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theta=categories
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fig = go
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import plotly.graph_objects as go
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# Sample data for the radar chart
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data = {
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'Strategy & Innovation': 0.7,
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'Customer Experience': 0.6,
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'Organization & People': 0.5,
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'Operations': 0.4,
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'Risk & Cybersecurity': 0.3,
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'Finance, Tax & Legal': 0.2,
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'Data & Technology': 0.8
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}
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categories = list(data.keys())
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values = list(data.values())
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# Create a DataFrame for the sidebar
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df_sidebar = pd.DataFrame({
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'Stage': ['Ideating', 'Experimenting', 'Optimizing', 'Transforming', 'Leading'],
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'Description': [
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'Researching generative AI’s capabilities and considering how it might benefit organization',
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'Pilot projects or proofs-of-concept to validate the technology’s feasibility are conducted',
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'A strategic plan is developed and generative AI solutions are in the process of integrating',
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'Solutions are integrated into most of initiatives and currently refining to transform the organization',
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'Fully integrated and scaled solutions across the organization with processes and capabilities to sustain and evolve'
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]
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})
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# Streamlit app
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st.title("Generative AI Maturity Assessment for Your Organization")
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# Sidebar
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st.sidebar.header("Overview")
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st.sidebar.write(df_sidebar)
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# Main content
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st.subheader("Radar Chart")
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fig = go.Figure()
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fig.add_trace(go.Scatterpolar(
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r=values,
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theta=categories,
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fill='toself',
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name='Your Organization'
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))
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fig.update_layout(
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polar=dict(
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radialaxis=dict(
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visible=True,
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range=[0, 1]
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)),
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showlegend=False
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)
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st.plotly_chart(fig)
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# Pie chart for maturity stages
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st.subheader("Maturity Stages")
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maturity_data = {
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'Ideating': 0.1,
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'Experimenting': 0.3,
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'Optimizing': 0.2,
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'Transforming': 0.2,
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'Leading': 0.2
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}
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labels = list(maturity_data.keys())
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sizes = list(maturity_data.values())
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fig_pie = go.Figure(data=[go.Pie(labels=labels, values=sizes)])
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fig_pie.update_layout(title='Overall, your organization’s GenAI maturity is in the Experimenting stage')
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st.plotly_chart(fig_pie)
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