hidden-alpha/hidden_alpha_grouped.py at main · abhitsian/hidden-alpha · GitHub

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"""
HIDDEN ALPHA - Grouped by Mutual Fund
Fund Manager-Centric Investment Tracker
Organized by AMC/Mutual Fund
"""

import json
from datetime import datetime
from collections import defaultdict
from hidden_alpha_data import FUND_MANAGERS, TOTAL_PERSONAL_WEALTH_INVESTED, SKIN_IN_GAME_DISTRIBUTION
from data_sources_config import AMC_DISCLOSURE_PAGES
import os
import webbrowser


def group_managers_by_amc():
    """Group fund managers by their AMC"""
    amc_groups = defaultdict(list)

    for manager in FUND_MANAGERS:
        amc_groups[manager['amc']].append(manager)

    # Calculate AMC-level statistics
    amc_stats = {}
    for amc, managers in amc_groups.items():
        amc_stats[amc] = {
            'total_managers': len(managers),
            'total_personal_investment': sum(m['personal_wealth_invested_lakhs'] for m in managers),
            'combined_aum': sum(m['total_aum_cr'] for m in managers),
            'total_schemes': sum(m['schemes_managed'] for m in managers),
            'avg_experience': sum(m['experience_years'] for m in managers) / len(managers),
            'avg_returns': sum(m['avg_returns_3yr'] for m in managers) / len(managers),
            'managers': sorted(managers, key=lambda x: x['personal_wealth_invested_lakhs'], reverse=True)
        }

    # Sort AMCs by total personal investment
    sorted_amcs = sorted(amc_stats.items(), key=lambda x: x[1]['total_personal_investment'], reverse=True)

    return dict(sorted_amcs)


def generate_grouped_dashboard():
    """Generate Hidden Alpha dashboard grouped by AMC"""

    amc_groups = group_managers_by_amc()

    html_content = f"""<!DOCTYPE html>
<html lang="en">
<head>
    <meta charset="UTF-8">
    <meta name="viewport" content="width=device-width, initial-scale=1.0">
    <title>Hidden Alpha - Grouped by Mutual Fund</title>
    <style>
        * {{
            margin: 0;
            padding: 0;
            box-sizing: border-box;
        }}

        body {{
            font-family: 'Inter', -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;
            background: #0f172a;
            color: #e2e8f0;
            line-height: 1.6;
        }}

        .hero {{
            background: linear-gradient(135deg, #1e293b 0%, #0f172a 100%);
            padding: 80px 20px;
            text-align: center;
            border-bottom: 1px solid #334155;
        }}

        .hero-title {{
            font-size: 4em;
            font-weight: 900;
            background: linear-gradient(135deg, #60a5fa 0%, #a78bfa 50%, #ec4899 100%);
            -webkit-background-clip: text;
            -webkit-text-fill-color: transparent;
            margin-bottom: 20px;
            letter-spacing: -0.02em;
        }}

        .hero-subtitle {{
            font-size: 1.5em;
            color: #94a3b8;
            margin-bottom: 15px;
        }}

        .hero-tagline {{
            font-size: 1.1em;
            color: #64748b;
            max-width: 800px;
            margin: 0 auto 25px auto;
        }}

        .view-toggle {{
            margin: 20px 0;
        }}

        .toggle-btn {{
            padding: 12px 24px;
            margin: 0 10px;
            background: linear-gradient(135deg, #1e293b 0%, #0f172a 100%);
            border: 1px solid #334155;
            color: #e2e8f0;
            text-decoration: none;
            border-radius: 8px;
            font-weight: 600;
            display: inline-block;
            transition: all 0.3s;
        }}

        .toggle-btn:hover {{
            border-color: #60a5fa;
            transform: translateY(-2px);
        }}

        .toggle-btn.active {{
            background: linear-gradient(135deg, #3b82f6 0%, #8b5cf6 100%);
            border-color: #3b82f6;
        }}

        .verification-badge {{
            display: inline-flex;
            align-items: center;
            gap: 10px;
            background: rgba(16, 185, 129, 0.15);
            border: 2px solid #10b981;
            padding: 12px 24px;
            border-radius: 25px;
            margin: 20px auto 15px auto;
            color: #34d399;
            font-weight: 600;
            font-size: 0.95em;
        }}

        .sources-link {{
            display: inline-block;
            margin: 15px 10px;
            padding: 12px 28px;
            background: linear-gradient(135deg, #0c4a6e 0%, #075985 100%);
            border: 1px solid #0ea5e9;
            color: #7dd3fc;
            text-decoration: none;
            border-radius: 8px;
            font-weight: 600;
            transition: all 0.3s;
        }}

        .sources-link:hover {{
            transform: translateY(-2px);
            box-shadow: 0 10px 30px rgba(14, 165, 233, 0.3);
        }}

        .container {{
            max-width: 1600px;
            margin: 0 auto;
            padding: 40px 20px;
        }}

        .stats-bar {{
            display: grid;
            grid-template-columns: repeat(auto-fit, minmax(200px, 1fr));
            gap: 20px;
            margin-bottom: 40px;
        }}

        .stat-box {{
            background: linear-gradient(135deg, #1e293b 0%, #0f172a 100%);
            border: 1px solid #334155;
            padding: 25px;
            border-radius: 12px;
            text-align: center;
        }}

        .stat-value {{
            font-size: 2.5em;
            font-weight: bold;
            background: linear-gradient(135deg, #60a5fa 0%, #a78bfa 100%);
            -webkit-background-clip: text;
            -webkit-text-fill-color: transparent;
        }}

        .stat-label {{
            color: #94a3b8;
            margin-top: 8px;
            font-size: 0.95em;
        }}

        /* AMC Section Styles */
        .amc-section {{
            background: linear-gradient(135deg, #1e293b 0%, #0f172a 100%);
            border: 1px solid #334155;
            border-radius: 16px;
            padding: 30px;
            margin-bottom: 40px;
            position: relative;
        }}

        .amc-section::before {{
            content: '';
            position: absolute;
            top: 0;
            left: 0;
            width: 100%;
            height: 4px;
            background: linear-gradient(90deg, #60a5fa 0%, #a78bfa 50%, #ec4899 100%);
            border-radius: 16px 16px 0 0;
        }}

        .amc-header {{
            margin-bottom: 30px;
            padding-bottom: 20px;
            border-bottom: 2px solid #334155;
        }}

        .amc-title {{
            font-size: 2em;
            font-weight: bold;
            color: #f1f5f9;
            margin-bottom: 15px;
        }}

        .amc-stats-grid {{
            display: grid;
            grid-template-columns: repeat(auto-fit, minmax(180px, 1fr));
            gap: 15px;
            margin-top: 20px;
        }}

        .amc-stat {{
            background: #0f172a;
            padding: 15px;
            border-radius: 10px;
            border: 1px solid #334155;
            text-align: center;
        }}

        .amc-stat-value {{
            font-size: 1.8em;
            font-weight: bold;
            color: #60a5fa;
            margin-bottom: 5px;
        }}

        .amc-stat-label {{
            color: #94a3b8;
            font-size: 0.85em;
        }}

        .amc-source-links {{
            margin-top: 20px;
            padding-top: 15px;
            border-top: 1px solid #334155;
        }}

        .amc-source-title {{
            color: #64748b;
            font-size: 0.9em;
            margin-bottom: 10px;
            font-weight: 600;
        }}

        .amc-source-buttons {{
            display: flex;
            gap: 10px;
            flex-wrap: wrap;
        }}

        .amc-source-btn {{
            padding: 8px 16px;
            background: rgba(59, 130, 246, 0.1);
            border: 1px solid #3b82f6;
            color: #60a5fa;
            text-decoration: none;
            border-radius: 6px;
            font-size: 0.85em;
            transition: all 0.2s;
        }}

        .amc-source-btn:hover {{
            background: rgba(59, 130, 246, 0.2);
        }}

        .managers-grid {{
            display: grid;
            grid-template-columns: repeat(auto-fill, minmax(450px, 1fr));
            gap: 20px;
        }}

        /* Manager Card Styles */
        .manager-card {{
            background: #0f172a;
            border: 1px solid #334155;
            padding: 25px;
            border-radius: 12px;
            transition: all 0.3s;
        }}

        .manager-card:hover {{
            transform: translateY(-3px);
            border-color: #60a5fa;
            box-shadow: 0 10px 30px rgba(96, 165, 250, 0.1);
        }}

        .manager-header {{
            display: flex;
            justify-content: space-between;
            align-items: flex-start;
            margin-bottom: 15px;
        }}

        .manager-info {{
            flex: 1;
        }}

        .manager-name {{
            font-size: 1.4em;
            font-weight: bold;
            color: #f1f5f9;
            margin-bottom: 5px;
        }}

        .manager-designation {{
            color: #94a3b8;
            font-size: 0.9em;
        }}

        .skin-badge {{
            padding: 6px 14px;
            border-radius: 20px;
            font-size: 0.8em;
            font-weight: 600;
            white-space: nowrap;
        }}

        .skin-very-high {{
            background: rgba(16, 185, 129, 0.2);
            color: #34d399;
            border: 1px solid #10b981;
        }}

        .skin-high {{
            background: rgba(59, 130, 246, 0.2);
            color: #60a5fa;
            border: 1px solid #3b82f6;
        }}

        .skin-medium {{
            background: rgba(251, 191, 36, 0.2);
            color: #fbbf24;
            border: 1px solid #f59e0b;
        }}

        .skin-low {{
            background: rgba(239, 68, 68, 0.2);
            color: #f87171;
            border: 1px solid #ef4444;
        }}

        .manager-stats {{
            display: grid;
            grid-template-columns: repeat(2, 1fr);
            gap: 12px;
            margin: 15px 0;
        }}

        .stat-item {{
            background: #1e293b;
            padding: 10px;
            border-radius: 8px;
            border: 1px solid #334155;
        }}

        .stat-item-label {{
            color: #64748b;
            font-size: 0.75em;
            margin-bottom: 4px;
        }}

        .stat-item-value {{
            color: #f1f5f9;
            font-size: 1.1em;
            font-weight: 600;
        }}

        .investment-section {{
            background: linear-gradient(135deg, #0c4a6e 0%, #1e293b 100%);
            border: 1px solid #075985;
            padding: 15px;
            border-radius: 10px;
            margin: 15px 0;
        }}

        .investment-header {{
            display: flex;
            justify-content: space-between;
            align-items: center;
            margin-bottom: 12px;
        }}

        .investment-title {{
            color: #7dd3fc;
            font-weight: 600;
            font-size: 0.95em;
        }}

        .total-investment {{
            font-size: 1.6em;
            font-weight: bold;
            color: #38bdf8;
        }}

        .holdings-list {{
            margin-top: 10px;
        }}

        .holding-item {{
            background: rgba(15, 23, 42, 0.6);
            border: 1px solid #1e3a8a;
            padding: 10px;
            border-radius: 6px;
            margin: 6px 0;
        }}

        .holding-name {{
            color: #bfdbfe;
            font-weight: 600;
            font-size: 0.85em;
            margin-bottom: 4px;
        }}

        .holding-details {{
            display: flex;
            justify-content: space-between;
            font-size: 0.8em;
        }}

        .holding-amount {{
            color: #34d399;
            font-weight: 600;
        }}

        .holding-allocation {{
            color: #94a3b8;
        }}

        .philosophy {{
            background: #1e293b;
            border-left: 3px solid #8b5cf6;
            padding: 12px;
            border-radius: 6px;
            margin-top: 12px;
        }}

        .philosophy-label {{
            color: #c4b5fd;
            font-size: 0.75em;
            font-weight: 600;
            margin-bottom: 4px;
            text-transform: uppercase;
        }}

        .philosophy-text {{
            color: #e2e8f0;
            font-size: 0.85em;
            font-style: italic;
        }}

        .meta-info {{
            display: flex;
            justify-content: space-between;
            align-items: center;
            margin-top: 15px;
            padding-top: 12px;
            border-top: 1px solid #334155;
            font-size: 0.85em;
        }}

        .specialty-tag {{
            background: #312e81;
            color: #c4b5fd;
            padding: 4px 10px;
            border-radius: 6px;
            font-size: 0.9em;
        }}

        .performance {{
            color: #10b981;
            font-weight: 600;
        }}

        footer {{
            background: #1e293b;
            border-top: 1px solid #334155;
            padding: 40px 20px;
            margin-top: 60px;
            text-align: center;
            color: #94a3b8;
        }}

        @media (max-width: 768px) {{
            .managers-grid {{
                grid-template-columns: 1fr;
            }}
        }}
    </style>
</head>
<body>
    <div class="hero">
        <div class="hero-title">HIDDEN ALPHA</div>
        <div class="hero-subtitle">Where India's Top Fund Managers Invest Their Own Money</div>
        <div class="hero-tagline">
            Grouped by Mutual Fund - See all fund managers from each AMC and their personal investments
        </div>
        <div class="verification-badge">
            ✓ Data Verified from Official SEBI & AMC Sources
        </div>
        <div>
            <a href="data_sources.html" class="sources-link">📋 View All Data Sources</a>
        </div>
        <div class="view-toggle">
            <a href="hidden_alpha.html" class="toggle-btn">👤 Individual View</a>
            <a href="hidden_alpha_grouped.html" class="toggle-btn active">🏢 Grouped by Fund</a>
        </div>
    </div>

    <div class="container">
        <div class="stats-bar">
            <div class="stat-box">
                <div class="stat-value">{len(set(m['amc'] for m in FUND_MANAGERS))}</div>
                <div class="stat-label">Mutual Funds</div>
            </div>
            <div class="stat-box">
                <div class="stat-value">{len(FUND_MANAGERS)}</div>
                <div class="stat-label">Fund Managers</div>
            </div>
            <div class="stat-box">
                <div class="stat-value">₹{TOTAL_PERSONAL_WEALTH_INVESTED:.0f}L</div>
                <div class="stat-label">Total Personal Investments</div>
            </div>
            <div class="stat-box">
                <div class="stat-value">{sum(fm['schemes_managed'] for fm in FUND_MANAGERS)}</div>
                <div class="stat-label">Total Schemes</div>
            </div>
            <div class="stat-box">
                <div class="stat-value">₹{sum(fm['total_aum_cr'] for fm in FUND_MANAGERS) / 100000:.1f}L Cr</div>
                <div class="stat-label">Combined AUM</div>
            </div>
        </div>
"""

    # Generate AMC sections
    for amc_name, amc_data in amc_groups.items():
        # Get AMC source links
        amc_sources = AMC_DISCLOSURE_PAGES.get(amc_name, {})
        sai_link = amc_sources.get('sai_documents', '#')
        disclosures_link = amc_sources.get('disclosures', '#')
        amfi_link = amc_sources.get('amfi_page', '#')
        website_link = amc_sources.get('website', '#')

        html_content += f"""
        <div class="amc-section">
            <div class="amc-header">
                <div class="amc-title">🏢 {amc_name}</div>

                <div class="amc-stats-grid">
                    <div class="amc-stat">
                        <div class="amc-stat-value">{amc_data['total_managers']}</div>
                        <div class="amc-stat-label">Fund Managers</div>
                    </div>
                    <div class="amc-stat">
                        <div class="amc-stat-value">₹{amc_data['total_personal_investment']:.0f}L</div>
                        <div class="amc-stat-label">Total Personal Investment</div>
                    </div>
                    <div class="amc-stat">
                        <div class="amc-stat-value">₹{amc_data['combined_aum'] / 1000:.1f}K Cr</div>
                        <div class="amc-stat-label">Combined AUM</div>
                    </div>
                    <div class="amc-stat">
                        <div class="amc-stat-value">{amc_data['total_schemes']}</div>
                        <div class="amc-stat-label">Total Schemes</div>
                    </div>
                    <div class="amc-stat">
                        <div class="amc-stat-value">{amc_data['avg_experience']:.1f} yrs</div>
                        <div class="amc-stat-label">Avg Experience</div>
                    </div>
                    <div class="amc-stat">
                        <div class="amc-stat-value">{amc_data['avg_returns']:.1f}%</div>
                        <div class="amc-stat-label">Avg 3Y Returns</div>
                    </div>
                </div>

                <div class="amc-source-links">
                    <div class="amc-source-title">📋 Verify AMC Data:</div>
                    <div class="amc-source-buttons">
                        <a href="{sai_link}" target="_blank" class="amc-source-btn">📄 SAI Documents</a>
                        <a href="{disclosures_link}" target="_blank" class="amc-source-btn">📊 Disclosures</a>
                        <a href="{amfi_link}" target="_blank" class="amc-source-btn">🔗 AMFI Portal</a>
                        <a href="{website_link}" target="_blank" class="amc-source-btn">🌐 AMC Website</a>
                    </div>
                </div>
            </div>

            <div class="managers-grid">
"""

        # Generate manager cards for this AMC
        for manager in amc_data['managers']:
            skin_class = {
                "Very High": "skin-very-high",
                "High": "skin-high",
                "Medium": "skin-medium",
                "Low": "skin-low"
            }.get(manager['skin_in_game_rating'], 'skin-medium')

            holdings_html = ""
            for holding in manager['top_personal_holdings']:
                holdings_html += f"""
                    <div class="holding-item">
                        <div class="holding-name">{holding['scheme']}</div>
                        <div class="holding-details">
                            <span class="holding-amount">₹{holding['amount_lakhs']:.2f}L</span>
                            <span class="holding-allocation">{holding['allocation_pct']}% allocation</span>
                        </div>
                    </div>
                """

            html_content += f"""
                <div class="manager-card">
                    <div class="manager-header">
                        <div class="manager-info">
                            <div class="manager-name">{manager['name']}</div>
                            <div class="manager-designation">{manager['designation']}</div>
                        </div>
                        <div class="skin-badge {skin_class}">
                            {manager['skin_in_game_rating']}
                        </div>
                    </div>

                    <div class="manager-stats">
                        <div class="stat-item">
                            <div class="stat-item-label">Experience</div>
                            <div class="stat-item-value">{manager['experience_years']} years</div>
                        </div>
                        <div class="stat-item">
                            <div class="stat-item-label">AUM Managed</div>
                            <div class="stat-item-value">₹{manager['total_aum_cr'] / 1000:.1f}K Cr</div>
                        </div>
                        <div class="stat-item">
                            <div class="stat-item-label">Schemes</div>
                            <div class="stat-item-value">{manager['schemes_managed']}</div>
                        </div>
                        <div class="stat-item">
                            <div class="stat-item-label">3Y Returns</div>
                            <div class="stat-item-value" style="color: #10b981;">{manager['avg_returns_3yr']}%</div>
                        </div>
                    </div>

                    <div class="investment-section">
                        <div class="investment-header">
                            <span class="investment-title">💰 Personal Investment</span>
                            <span class="total-investment">₹{manager['personal_wealth_invested_lakhs']:.2f}L</span>
                        </div>
                        <div class="holdings-list">
                            {holdings_html}
                        </div>
                    </div>

                    <div class="philosophy">
                        <div class="philosophy-label">Investment Philosophy</div>
                        <div class="philosophy-text">"{manager['investment_philosophy']}"</div>
                    </div>

                    <div class="meta-info">
                        <span class="specialty-tag">{manager['specialty']}</span>
                        <span class="performance">Active since {manager['joined_year']}</span>
                    </div>
                </div>
            """

        html_content += """
            </div>
        </div>
"""

    html_content += f"""
    </div>

    <footer>
        <div style="max-width: 800px; margin: 0 auto;">
            <p><strong>Hidden Alpha</strong> - Grouped by Mutual Fund View</p>
            <p style="margin-top: 15px;">
                Data sources: SEBI filings, Statement of Additional Information (SAI), AMC disclosures<br>
                Regulatory basis: SEBI Circular SEBI/HO/IMD/IMD-RAC-2/P/CIR/2023/000175
            </p>
            <p style="margin-top: 15px; font-size: 0.85em; color: #64748b;">
                This information is for research purposes only. Not investment advice.
                Always verify data from official sources before making decisions.
            </p>
            <p style="margin-top: 20px;">
                Generated on {datetime.now().strftime('%B %d, %Y at %I:%M %p')}
            </p>
        </div>
    </footer>
</body>
</html>
"""

    return html_content


if __name__ == "__main__":
    # Create reports directory
    os.makedirs("reports", exist_ok=True)

    # Generate grouped dashboard
    html = generate_grouped_dashboard()

    # Save to file
    output_file = "reports/hidden_alpha_grouped.html"
    with open(output_file, 'w') as f:
        f.write(html)

    abs_path = os.path.abspath(output_file)

    print("=" * 80)
    print("HIDDEN ALPHA - GROUPED BY MUTUAL FUND")
    print("=" * 80)
    print(f"\n✓ Dashboard generated successfully!")
    print(f"\n📍 Location: {abs_path}")
    print(f"\n📊 Grouping Structure:")

    amc_groups = group_managers_by_amc()
    for idx, (amc_name, amc_data) in enumerate(amc_groups.items(), 1):
        print(f"\n  {idx}. {amc_name}")
        print(f"     • {amc_data['total_managers']} fund managers")
        print(f"     • ₹{amc_data['total_personal_investment']:.2f}L total personal investment")
        print(f"     • Combined AUM: ₹{amc_data['combined_aum'] / 1000:.1f}K Cr")

    print(f"\n\n🎨 View Features:")
    print("  - AMC-level statistics for each mutual fund")
    print("  - Fund managers grouped by their AMC")
    print("  - Compare managers within same organization")
    print("  - AMC source verification links")
    print("  - Toggle between individual and grouped views")

    # Open in browser
    print(f"\n🌐 Opening in browser...")
    try:
        webbrowser.open(f'file://{abs_path}')
        print("✓ Dashboard opened successfully!")
    except:
        print(f"\n⚠️  Please manually open: {abs_path}")

    print("\n" + "=" * 80 + "\n")