Update gradio_dashboard.py
Browse files- gradio_dashboard.py +170 -11
gradio_dashboard.py
CHANGED
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@@ -173,29 +173,134 @@ def get_thumbnails(category: str) -> list[str]:
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categories = ["All"] + sorted(books["simple_categories"].unique())
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tones = ["All", "Happy", "Surprising", "Angry", "Suspenseful", "Sad"]
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with gr.Blocks() as dashboard:
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with gr.Tab("๐ Recommender"):
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gr.Markdown("""
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<style>
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#form-section {
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padding:
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border: 1px solid #
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border-radius:
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background: #
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margin-bottom: 1.5rem;
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}
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.title {
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font-size:
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font-weight:
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text-align: center;
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-
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}
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</style>
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""")
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gr.Markdown("# ๐ Semantic Book Recommender", elem_classes="title")
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gr.Markdown(
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"Describe your ideal book and get smart recommendations based on semantics and emotions ๐ฏ"
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)
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with gr.Group(elem_id="form-section"):
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@@ -231,6 +336,60 @@ with gr.Blocks() as dashboard:
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)
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with gr.Tab("๐ Dataset Statistics"):
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gr.Markdown("## ๐งฎ Dataset Summary Table")
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gr.Dataframe(value=get_summary_df(), interactive=False)
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@@ -239,7 +398,7 @@ with gr.Blocks() as dashboard:
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gr.Markdown("## ๐ง Pie Chart Visualization")
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categorical_cols = books.select_dtypes(
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include=["object", "
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).columns.tolist()
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col_dropdown = gr.Dropdown(
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choices=categorical_cols,
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@@ -258,7 +417,7 @@ with gr.Blocks() as dashboard:
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fn=filter_by_rating, inputs=rating_slider, outputs=rating_table
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)
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gr.Markdown("##
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box_img = gr.Image(
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type="pil", value=plot_author_boxplot(), label="Author Count Boxplot"
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)
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@@ -272,4 +431,4 @@ with gr.Blocks() as dashboard:
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cat_dropdown.change(fn=get_thumbnails, inputs=cat_dropdown, outputs=gallery)
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if __name__ == "__main__":
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dashboard.launch()
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categories = ["All"] + sorted(books["simple_categories"].unique())
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tones = ["All", "Happy", "Surprising", "Angry", "Suspenseful", "Sad"]
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# Obsidian Dark Theme - Modern Minimalism
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obsidian_theme = gr.themes.Base( # type: ignore
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primary_hue="purple",
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secondary_hue="slate",
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neutral_hue="slate",
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).set(
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# Dark surfaces
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body_background_fill="#13111C",
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body_background_fill_dark="#13111C",
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body_text_color="#E9E6F2",
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body_text_color_dark="#E9E6F2",
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body_text_color_subdued="#8B8699",
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body_text_color_subdued_dark="#8B8699",
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# Backgrounds
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background_fill_primary="#1C1829",
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background_fill_primary_dark="#1C1829",
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background_fill_secondary="#13111C",
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background_fill_secondary_dark="#13111C",
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# Button styling
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button_primary_background_fill="#A78BFA",
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button_primary_background_fill_dark="#A78BFA",
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button_primary_background_fill_hover="#C4B5FD",
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button_primary_background_fill_hover_dark="#C4B5FD",
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button_primary_text_color="#13111C",
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button_primary_text_color_dark="#13111C",
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button_secondary_background_fill="#1C1829",
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button_secondary_background_fill_dark="#1C1829",
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button_secondary_background_fill_hover="#2D2A3D",
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button_secondary_background_fill_hover_dark="#2D2A3D",
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button_secondary_text_color="#E9E6F2",
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button_secondary_text_color_dark="#E9E6F2",
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# Borders
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border_color_primary="#8B8699",
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border_color_primary_dark="#8B8699",
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border_color_accent="#A78BFA",
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border_color_accent_dark="#A78BFA",
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# Accent
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color_accent="#A78BFA",
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color_accent_soft="#2D2A3D",
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color_accent_soft_dark="#2D2A3D",
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# Input fields
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input_background_fill="#1C1829",
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input_background_fill_dark="#1C1829",
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input_background_fill_hover="#2D2A3D",
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input_background_fill_hover_dark="#2D2A3D",
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input_background_fill_focus="#1C1829",
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input_background_fill_focus_dark="#1C1829",
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input_border_color="#8B8699",
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input_border_color_dark="#8B8699",
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input_border_color_hover="#A78BFA",
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input_border_color_hover_dark="#A78BFA",
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input_border_color_focus="#A78BFA",
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input_border_color_focus_dark="#A78BFA",
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input_placeholder_color="#8B8699",
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input_placeholder_color_dark="#8B8699",
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input_text_size="0.95rem",
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# Block/card styling
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block_background_fill="#1C1829",
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block_background_fill_dark="#1C1829",
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block_border_color="#2D2A3D",
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block_border_color_dark="#2D2A3D",
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block_info_text_color="#8B8699",
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block_info_text_color_dark="#8B8699",
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block_label_background_fill="#13111C",
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block_label_background_fill_dark="#13111C",
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block_label_text_color="#A78BFA",
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block_label_text_color_dark="#A78BFA",
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block_title_background_fill="#1C1829",
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block_title_background_fill_dark="#1C1829",
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block_title_text_color="#E9E6F2",
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block_title_text_color_dark="#E9E6F2",
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# Border radius
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block_radius="10px",
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container_radius="10px",
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button_small_radius="6px",
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button_medium_radius="10px",
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button_large_radius="14px",
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)
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with gr.Blocks() as dashboard:
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with gr.Tab("๐ Recommender"):
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gr.Markdown("""
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<style>
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#form-section {
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padding: 20px;
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border: 1px solid #2D2A3D;
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border-radius: 10px;
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background: #1C1829;
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margin-bottom: 1.5rem;
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}
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.title {
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font-size: 2.25rem;
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font-weight: 700;
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text-align: center;
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margin-bottom: 0.5em;
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color: #E9E6F2;
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letter-spacing: -0.02em;
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}
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.subtitle {
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font-size: 0.95rem;
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text-align: center;
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color: #8B8699;
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margin-bottom: 2em;
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line-height: 1.55;
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}
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/* Dropdown styling */
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.dropdown-container select,
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.select-options {
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border: 1px solid #8B8699 !important;
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border-radius: 6px !important;
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}
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select {
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border: 1px solid #8B8699 !important;
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border-radius: 6px !important;
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}
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/* Horizontal separator styling */
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hr {
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border: none !important;
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border-top: 1px solid #2D2A3D !important;
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margin: 1.5rem 0 !important;
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}
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</style>
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""")
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gr.Markdown("# ๐ Semantic Book Recommender", elem_classes="title")
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gr.Markdown(
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"Describe your ideal book and get smart recommendations based on semantics and emotions ๐ฏ",
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elem_classes="subtitle",
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)
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with gr.Group(elem_id="form-section"):
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)
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with gr.Tab("๐ Dataset Statistics"):
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gr.Markdown("""
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<style>
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/* Override all text colors in tables */
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table * {
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color: #000000 !important;
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}
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table {
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color: #000000 !important;
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background-color: #1C1829 !important;
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border: 1px solid #2D2A3D !important;
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}
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thead {
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background-color: #2D2A3D !important;
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}
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thead th {
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color: #000000 !important;
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background-color: #2D2A3D !important;
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border: 1px solid #8B8699 !important;
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font-weight: 700 !important;
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}
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tbody tr {
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background-color: #1C1829 !important;
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}
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tbody td {
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color: #000000 !important;
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background-color: #1C1829 !important;
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border: 1px solid #2D2A3D !important;
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}
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tbody tr:nth-child(odd) td {
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background-color: #1C1829 !important;
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}
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tbody tr:nth-child(even) td {
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background-color: #13111C !important;
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}
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/* Ensure strong contrast */
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table td, table th {
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color: #000000 !important;
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opacity: 1 !important;
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}
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/* Dropdown styling for statistics tab */
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select {
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border: 1px solid #8B8699 !important;
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border-radius: 6px !important;
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background-color: #1C1829 !important;
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color: #E9E6F2 !important;
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}
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/* Horizontal separator */
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hr {
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border: none !important;
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border-top: 1px solid #2D2A3D !important;
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margin: 1.5rem 0 !important;
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}
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</style>
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""")
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gr.Markdown("## ๐งฎ Dataset Summary Table")
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gr.Dataframe(value=get_summary_df(), interactive=False)
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gr.Markdown("## ๐ง Pie Chart Visualization")
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categorical_cols = books.select_dtypes(
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include=["object", "string"]
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).columns.tolist()
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col_dropdown = gr.Dropdown(
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choices=categorical_cols,
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fn=filter_by_rating, inputs=rating_slider, outputs=rating_table
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)
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gr.Markdown("## ๐ Boxplot: Authors per Category")
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box_img = gr.Image(
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type="pil", value=plot_author_boxplot(), label="Author Count Boxplot"
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)
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cat_dropdown.change(fn=get_thumbnails, inputs=cat_dropdown, outputs=gallery)
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if __name__ == "__main__":
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dashboard.launch(theme=obsidian_theme)
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