Update output path to output_data/
This commit is contained in:
Jenit Jain
parent
60c0970c2e
commit
e8ccaa7413
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@ -3,7 +3,7 @@ __pycache__/
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.DS_Store
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*.csv
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# src/
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eval_results/
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output_data/
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eval_data/
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*.egg-info/
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.env
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@ -1,164 +0,0 @@
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{
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"metadata": {
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"company_ticker": "AVAH",
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"company_name": "Aveanna Healthcare Holdings Inc.",
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"analysis_date": "2025-08-06",
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"final_recommendation": "HOLD",
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"confidence_level": "MEDIUM"
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},
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"financial_data": {
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"current_price": 5.81,
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"price_change": 1.93,
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"price_change_percent": 49.49,
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"market_cap": "814.80 million",
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"enterprise_value": "2.24 billion",
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"shares_outstanding": "206.28 million",
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"trading_range": {
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"high": 6.19,
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"low": 4.4,
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"open": 5.35
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},
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"volume": 14408713,
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"valuation_ratios": {
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"current_ps_ratio": 0.54,
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"fair_value_ps_ratio": 0.8,
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"forward_pe": 145.24,
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"forward_ps": 0.5,
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"forward_pcf": 49.02,
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"forward_pocf": 23.39
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},
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"ownership": {
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"insider_percent": 2.74,
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"institutional_percent": 20.26
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},
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"analyst_data": {
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"consensus_rating": "HOLD",
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"price_target": 5.0,
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"forecast_price": 5.25
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}
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},
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"technical_indicators": {
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"sma_50": 4.61,
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"sma_200": 4.88,
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"ema_10": 4.25,
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"macd": -0.0427,
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"macd_signal": -0.1917,
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"rsi": 77.09,
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"atr": 0.334,
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"trend_directions": {
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"sma_50": "BEARISH",
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"sma_200": "BEARISH",
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"ema_10": "BEARISH",
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"macd": "BEARISH",
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"rsi_condition": "OVERBOUGHT"
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}
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},
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"investment_strategy": {
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"position_sizing": {
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"total_allocation_percent": "2%",
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"entry_strategy": "Staggered entry before earnings",
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"tranche_1_percent": "1%",
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"tranche_2_percent": "1%"
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},
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"risk_management": {
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"initial_stop_loss": 3.5,
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"stop_loss_percent": 15,
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"breakeven_strategy": "Adjust stop to breakeven after 20% gain"
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},
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"profit_targets": [
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{
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"target_price": 5.0,
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"action": "Sell 50%",
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"rationale": "Lock in gains if stock rallies"
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}
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],
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"monitoring_points": [
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"Earnings call on August 7",
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"Debt reduction announcements",
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"Margin expansion signals"
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]
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},
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"debate_summary": {
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"bull_key_points": [
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"14% revenue growth in Q1",
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"Strong demand in home healthcare",
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"Improving interest coverage ratio",
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"Potential for rebound due to oversold conditions"
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],
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"bear_key_points": [
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"High P/E ratio of 145.24",
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"Negative book value",
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"Debt-to-EBITDA ratio near 23x",
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"Volatility and market skepticism"
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],
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"neutral_perspective": "A balanced approach is needed, considering both growth potential and risks.",
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"final_decision_rationale": "While growth prospects are strong, the risks associated with debt and valuation warrant a cautious hold."
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},
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"text_content": {
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"market_report": {
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"title": "Technical Analysis Report",
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"content": "AVAH has seen significant fluctuations in price, with key indicators suggesting a bearish trend. The stock closed at $3.96 on July 25, indicating a decrease from earlier highs.",
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"key_takeaways": [
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"Current price trends indicate bearish sentiment.",
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"Key indicators suggest potential for a reversal."
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]
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},
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"sentiment_report": {
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"title": "Company Sentiment Analysis",
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"content": "Aveanna's upcoming earnings report is anticipated to be a pivotal moment for the stock. Recent revenue growth and analyst price targets suggest optimism.",
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"recent_developments": [
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"Earnings release scheduled for August 7.",
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"Analyst price target set at $5.00."
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]
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},
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"fundamentals_report": {
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"title": "Fundamental Analysis",
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"content": "Aveanna Healthcare has shown a mixed financial picture with significant revenue growth but concerning debt levels.",
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"financial_highlights": [
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"Current price at $5.81 with a 49.49% increase.",
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"High debt-to-EBITDA ratio raises concerns."
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]
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},
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"news_report": {
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"title": "Macroeconomic Context",
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"content": "Recent macroeconomic trends indicate a mixed environment for trading, with potential impacts on healthcare spending.",
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"key_developments": [
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{
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"date": "2025-08-07",
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"event": "Earnings release",
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"impact": "Potential volatility based on results."
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}
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]
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},
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"investment_plan_full": {
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"title": "Complete Investment Strategy",
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"content": "The investment strategy emphasizes a cautious approach with a focus on risk management and monitoring key performance indicators."
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},
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"debate_transcripts": {
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"bull_analysis": "The bullish case emphasizes strong revenue growth and market demand.",
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"bear_analysis": "The bearish case highlights valuation concerns and high debt levels.",
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"neutral_analysis": "A balanced view suggests waiting for clearer signals before investing.",
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"risk_discussion": "Risks associated with debt and market volatility are significant."
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}
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},
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"widgets_config": {
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"charts_needed": [
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{
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"type": "price_chart",
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"data_source": "financial_data.current_price",
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"timeframe": "30_days"
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},
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{
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"type": "technical_indicators",
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"data_source": "technical_indicators"
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}
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],
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"text_widgets": [
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{
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"type": "expandable_report",
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"title": "Technical Analysis",
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"content_source": "text_content.market_report"
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}
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]
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}
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}
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@ -1,166 +0,0 @@
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{
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"metadata": {
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"company_ticker": "AVAH",
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"company_name": "Aveanna Healthcare Holdings Inc.",
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"analysis_date": "2025-08-06",
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"final_recommendation": "HOLD",
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"confidence_level": "MEDIUM"
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},
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"financial_data": {
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"current_price": 5.81,
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"price_change": 1.93,
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"price_change_percent": 49.49,
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"market_cap": "814.80 million",
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"enterprise_value": "2.24 billion",
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"shares_outstanding": "206.28 million",
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"trading_range": {
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"high": 6.19,
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"low": 4.4,
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"open": 5.35
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},
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"volume": 14408713,
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"valuation_ratios": {
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"current_ps_ratio": 0.54,
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"fair_value_ps_ratio": 0.8,
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"forward_pe": 145.24,
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"forward_ps": 0.5,
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"forward_pcf": 49.02,
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"forward_pocf": 23.39
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},
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"ownership": {
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"insider_percent": 2.74,
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"institutional_percent": 20.26
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},
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"analyst_data": {
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"consensus_rating": "HOLD",
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"price_target": 5.25,
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"forecast_price": 5.0
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}
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},
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"technical_indicators": {
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"sma_50": 4.61,
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"sma_200": 4.88,
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"ema_10": 3.91,
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"macd": -0.208,
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"macd_signal": -0.229,
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"rsi": 38.39,
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"atr": 0.182,
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"trend_directions": {
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"sma_50": "BEARISH",
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"sma_200": "BEARISH",
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"ema_10": "BEARISH",
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"macd": "BEARISH",
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"rsi_condition": "OVERSOLD"
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}
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},
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"investment_strategy": {
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"position_sizing": {
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"total_allocation_percent": "3-5%",
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"entry_strategy": "Staggered entry around $3.75-$3.80, hold cash until after earnings.",
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"tranche_1_percent": "50%",
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"tranche_2_percent": "50%"
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},
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"risk_management": {
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"initial_stop_loss": 3.0,
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"stop_loss_percent": 20,
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"breakeven_strategy": "Adjust stop to breakeven after first tranche is filled."
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},
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"profit_targets": [
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{
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"target_price": 5.0,
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"action": "Sell 25-50%",
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"rationale": "Reassess margin trends."
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},
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{
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"target_price": 7.5,
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"action": "Hold for longer-term gains.",
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"rationale": "Reflects a move to 0.8x P/S based on projected FY24 revenues."
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}
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],
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"monitoring_points": [
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"Earnings call on August 7, focus on government reimbursement rate details.",
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"Patient census and margin trends.",
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"Competitive landscape and near-term cost pressures."
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]
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},
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"debate_summary": {
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"bull_key_points": [
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"Strong revenue growth of 16.8% in Q1.",
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"Favorable demographic trends for home healthcare.",
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"Potential for recovery indicated by oversold RSI."
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],
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"bear_key_points": [
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"High debt levels and Altman-Z score indicating bankruptcy risk.",
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"Negative technical indicators and low social media engagement."
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],
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"neutral_perspective": "A balanced approach is needed, recognizing both growth potential and financial risks.",
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"final_decision_rationale": "While growth potential exists, financial instability and bearish technicals warrant a cautious hold."
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},
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"text_content": {
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"market_report": {
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"title": "Technical Analysis Report",
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"content": "AVAH has seen significant fluctuations in price, with a recent low of $3.74 and peaks above $5. The stock is currently in a bearish trend with key indicators suggesting caution.",
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"key_takeaways": [
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"Current price is $5.81 with a 49.49% increase.",
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"Technical indicators show bearish momentum."
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]
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},
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"sentiment_report": {
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"title": "Company Sentiment Analysis",
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"content": "Aveanna's recent earnings announcement and market reactions indicate mixed sentiment. The upcoming earnings call is crucial for future stock performance.",
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"recent_developments": [
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"Analyst price target set at $5.00.",
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"Recent revenue growth of 14% in Q1."
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]
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},
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"fundamentals_report": {
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"title": "Fundamental Analysis",
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"content": "Aveanna Healthcare shows potential for growth but faces significant financial risks. The Altman-Z score indicates a need for caution.",
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"financial_highlights": [
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"P/S ratio of 0.54 suggests potential undervaluation.",
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"High debt-to-equity ratio raises concerns."
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]
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},
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"news_report": {
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"title": "Macroeconomic Context",
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"content": "Recent macroeconomic trends, including tariff increases and inflation concerns, could impact Aveanna's operational costs and market performance.",
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"key_developments": [
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{
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"date": "2025-08-01",
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"event": "U.S. tariffs imposed on imports.",
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"impact": "Potential increase in operational costs."
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}
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]
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},
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"investment_plan_full": {
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"title": "Complete Investment Strategy",
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"content": "The investment strategy for AVAH includes a cautious approach with a focus on monitoring key financial metrics and market conditions."
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},
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"debate_transcripts": {
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"bull_analysis": "The bull case emphasizes growth potential driven by demographic trends and recent revenue increases.",
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"bear_analysis": "The bear case highlights financial instability and risks associated with high debt levels.",
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"neutral_analysis": "A balanced perspective suggests a cautious approach while monitoring for signs of recovery.",
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"risk_discussion": "The discussion emphasizes the importance of risk management in volatile markets."
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}
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},
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"widgets_config": {
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"charts_needed": [
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{
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"type": "price_chart",
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"data_source": "financial_data.current_price",
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"timeframe": "30_days"
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},
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{
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"type": "technical_indicators",
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"data_source": "technical_indicators"
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}
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],
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"text_widgets": [
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{
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"type": "expandable_report",
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"title": "Technical Analysis",
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"content_source": "text_content.market_report"
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}
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]
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}
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}
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@ -1,176 +0,0 @@
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{
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"metadata": {
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"company_ticker": "AVAH",
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"company_name": "Aveanna Healthcare Holdings Inc.",
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"analysis_date": "2025-08-06",
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"final_recommendation": "BUY",
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"confidence_level": "MEDIUM"
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},
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"financial_data": {
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"current_price": 5.81,
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"price_change": 1.93,
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"price_change_percent": 0.49,
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"market_cap": "814.80 million",
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"enterprise_value": "2.24 billion",
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"shares_outstanding": "206.28 million",
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"trading_range": {
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"high": 6.19,
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"low": 4.4,
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"open": 5.35
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},
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"volume": 14408713,
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"valuation_ratios": {
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"current_ps_ratio": 0.4,
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"fair_value_ps_ratio": 0.8,
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"forward_pe": 23.62,
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"forward_ps": 0.37,
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"forward_pcf": 28.69,
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"forward_pocf": 22.82
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},
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"ownership": {
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"insider_percent": 2.74,
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"institutional_percent": 20.26
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},
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"analyst_data": {
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"consensus_rating": "Hold",
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"price_target": 5.25,
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"forecast_price": 5.0
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}
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},
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"technical_indicators": {
|
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"sma_50": 4.61,
|
||||
"sma_200": 4.88,
|
||||
"ema_10": 3.91,
|
||||
"macd": -0.208,
|
||||
"macd_signal": -0.229,
|
||||
"rsi": 38.39,
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||||
"atr": 0.182,
|
||||
"trend_directions": {
|
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"sma_50": "BEARISH",
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||||
"sma_200": "BEARISH",
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"ema_10": "BEARISH",
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"macd": "BEARISH",
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"rsi_condition": "OVERSOLD"
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}
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||||
},
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"investment_strategy": {
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"position_sizing": {
|
||||
"total_allocation_percent": "3-5%",
|
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"entry_strategy": "Staggered entry",
|
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"tranche_1_percent": "50%",
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"tranche_2_percent": "50%"
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},
|
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"risk_management": {
|
||||
"initial_stop_loss": 3.0,
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||||
"stop_loss_percent": 20,
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"breakeven_strategy": "Adjust stop to breakeven after tranche 2"
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},
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"profit_targets": [
|
||||
{
|
||||
"target_price": 5.0,
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"action": "Sell 25-50%",
|
||||
"rationale": "Reassess margin trends"
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},
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||||
{
|
||||
"target_price": 7.5,
|
||||
"action": "Hold for longer-term",
|
||||
"rationale": "Reflects a move to 0.8x P/S based on projected FY24 revenues"
|
||||
}
|
||||
],
|
||||
"monitoring_points": [
|
||||
"Earnings call on August 7",
|
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"Government reimbursement rate changes",
|
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"Market reactions to tariff impacts"
|
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]
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},
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"debate_summary": {
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"bull_key_points": [
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"Healthcare tailwinds from aging population",
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"Undervalued fundamentals with a low P/S ratio",
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"Oversold technicals indicating potential rebound",
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"Upcoming earnings call as a catalyst"
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],
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"bear_key_points": [
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"Fierce competition in the home healthcare market",
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"Macroeconomic headwinds from rising tariffs",
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"Weak insider ownership suggesting lack of confidence",
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"Current bearish technical indicators"
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],
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"neutral_perspective": "A balanced view acknowledges both growth potential and risks.",
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"final_decision_rationale": "The combination of undervaluation, demographic trends, and an imminent catalyst outweighs the risks."
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},
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"text_content": {
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"market_report": {
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"title": "Technical Analysis Report",
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"content": "Analysis of AVAH (Avalon Holdings) Stock - August 2025...",
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"key_takeaways": [
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"Bearish trend indicated by SMA and MACD",
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"Potential support around $3.80",
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"Cautious trading recommended"
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]
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},
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"sentiment_report": {
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"title": "Company Sentiment Analysis",
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"content": "This report presents an analysis of Aveanna Healthcare Holdings Inc. (NASDAQ: AVAH)...",
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"recent_developments": [
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"Earnings release scheduled for August 7, 2025",
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"Stock surged by 45% over five days"
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]
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},
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"fundamentals_report": {
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"title": "Fundamental Analysis",
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"content": "Comprehensive Report on Aveanna Healthcare Holdings Inc. (AVAH)...",
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"financial_highlights": [
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"Current Price: $5.81",
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"Market Capitalization: $814.80 million",
|
||||
"Forward P/E Ratio: 23.62"
|
||||
]
|
||||
},
|
||||
"news_report": {
|
||||
"title": "Macroeconomic Context",
|
||||
"content": "Current Analysis of Macroeconomic Developments and Market Conditions as of August 6, 2025...",
|
||||
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|
||||
{
|
||||
"date": "2025-08-06",
|
||||
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|
||||
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|
||||
},
|
||||
{
|
||||
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|
||||
"event": "50% tariff on Brazilian goods",
|
||||
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|
||||
}
|
||||
]
|
||||
},
|
||||
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|
||||
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|
||||
"content": "Here\u2019s how I see it after weighing both sides..."
|
||||
},
|
||||
"debate_transcripts": {
|
||||
"bull_analysis": "Bull Analyst: Absolutely! Let\u2019s dive into a compelling argument for investing in Aveanna Healthcare Holdings Inc. (AVAH)...",
|
||||
"bear_analysis": "Bear Analyst: Absolutely, let\u2019s dive into this debate on Aveanna Healthcare Holdings Inc. (AVAH)...",
|
||||
"neutral_analysis": "Neutral Analyst: It's great to see both the Risky Analyst and Safe Analyst presenting strong viewpoints...",
|
||||
"risk_discussion": "Risky Analyst: Let\u2019s dive into the conservative and neutral stances on Aveanna Healthcare (AVAH)..."
|
||||
}
|
||||
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||||
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||||
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|
||||
|
|
@ -1,174 +0,0 @@
|
|||
{
|
||||
"metadata": {
|
||||
"company_ticker": "AVAH",
|
||||
"company_name": "Aveanna Healthcare Holdings Inc.",
|
||||
"analysis_date": "2025-08-06",
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"atr": 0.182,
|
||||
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|
||||
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|
||||
"sma_200": "BEARISH",
|
||||
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|
||||
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|
||||
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|
||||
}
|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
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|
||||
{
|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
{
|
||||
"target_price": 7.5,
|
||||
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|
||||
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|
||||
}
|
||||
],
|
||||
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|
||||
"Listen to August 7 earnings call",
|
||||
"Monitor government reimbursement rate changes",
|
||||
"Watch for macroeconomic impacts from tariffs"
|
||||
]
|
||||
},
|
||||
"debate_summary": {
|
||||
"bull_key_points": [
|
||||
"Strong revenue growth of 16.8% year-over-year",
|
||||
"Healthcare demand is increasing due to aging population",
|
||||
"AVAH is well-positioned in the home healthcare market"
|
||||
],
|
||||
"bear_key_points": [
|
||||
"High P/FCF ratio indicates potential overvaluation",
|
||||
"Current stock price is volatile and may correct",
|
||||
"Competition in the healthcare sector is fierce"
|
||||
],
|
||||
"neutral_perspective": "A balanced approach is needed, recognizing both growth potential and risks.",
|
||||
"final_decision_rationale": "The combination of strong fundamentals and a structured entry strategy supports a buy recommendation."
|
||||
},
|
||||
"text_content": {
|
||||
"market_report": {
|
||||
"title": "Technical Analysis Report",
|
||||
"content": "AVAH stock has undergone fluctuations reflecting underlying trends in its price and trading volume. Key technical indicators suggest a bearish trend.",
|
||||
"key_takeaways": [
|
||||
"50-Day SMA indicates resistance",
|
||||
"200-Day SMA reflects long-term bearish sentiment",
|
||||
"RSI under 40 suggests oversold conditions"
|
||||
]
|
||||
},
|
||||
"sentiment_report": {
|
||||
"title": "Company Sentiment Analysis",
|
||||
"content": "Recent news indicates a positive sentiment surrounding AVAH due to strong earnings and strategic expansions.",
|
||||
"recent_developments": [
|
||||
"Scheduled earnings release on August 7, 2025",
|
||||
"Stock surged by 45% over five days"
|
||||
]
|
||||
},
|
||||
"fundamentals_report": {
|
||||
"title": "Fundamental Analysis",
|
||||
"content": "Aveanna Healthcare has shown strong financial metrics, including a significant increase in revenue and a favorable market position.",
|
||||
"financial_highlights": [
|
||||
"Current stock price: $5.81",
|
||||
"Market capitalization: $814.80 million",
|
||||
"P/S ratio indicates potential undervaluation"
|
||||
]
|
||||
},
|
||||
"news_report": {
|
||||
"title": "Macroeconomic Context",
|
||||
"content": "Recent macroeconomic trends, including U.S. trade policies, have influenced market conditions affecting AVAH.",
|
||||
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|
||||
{
|
||||
"date": "2025-08-06",
|
||||
"event": "25% tariff on Indian imports",
|
||||
"impact": "Increased costs for U.S. businesses"
|
||||
},
|
||||
{
|
||||
"date": "2025-08-01",
|
||||
"event": "50% tariff on Brazilian goods",
|
||||
"impact": "Heightened trade tensions"
|
||||
}
|
||||
]
|
||||
},
|
||||
"investment_plan_full": {
|
||||
"title": "Complete Investment Strategy",
|
||||
"content": "The investment plan outlines a staggered entry strategy with clear risk management and profit targets."
|
||||
},
|
||||
"debate_transcripts": {
|
||||
"bull_analysis": "The bullish case emphasizes AVAH's growth potential and market positioning.",
|
||||
"bear_analysis": "The bearish case highlights risks associated with valuation and market volatility.",
|
||||
"neutral_analysis": "A balanced view suggests a cautious approach while recognizing growth opportunities.",
|
||||
"risk_discussion": "The discussion emphasizes the importance of risk management in volatile markets."
|
||||
}
|
||||
},
|
||||
"widgets_config": {
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|
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}
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|
||||
}
|
||||
}
|
||||
File diff suppressed because one or more lines are too long
|
|
@ -1,162 +0,0 @@
|
|||
{
|
||||
"metadata": {
|
||||
"company_ticker": "PLTR",
|
||||
"company_name": "Palantir Technologies Inc.",
|
||||
"analysis_date": "2025-08-01",
|
||||
"final_recommendation": "BUY",
|
||||
"confidence_level": "HIGH"
|
||||
},
|
||||
"financial_data": {
|
||||
"current_price": 160.66,
|
||||
"price_change": 6.5,
|
||||
"price_change_percent": 4.21,
|
||||
"market_cap": "Approximately $360 billion",
|
||||
"enterprise_value": "N/A",
|
||||
"shares_outstanding": "N/A",
|
||||
"trading_range": {
|
||||
"high": 170.73,
|
||||
"low": 155.84,
|
||||
"open": 158.68
|
||||
},
|
||||
"volume": 82993558,
|
||||
"valuation_ratios": {
|
||||
"current_ps_ratio": 70,
|
||||
"fair_value_ps_ratio": "N/A",
|
||||
"forward_pe": "N/A",
|
||||
"forward_ps": "N/A",
|
||||
"forward_pcf": "N/A",
|
||||
"forward_pocf": "N/A"
|
||||
},
|
||||
"ownership": {
|
||||
"insider_percent": "N/A",
|
||||
"institutional_percent": "N/A"
|
||||
},
|
||||
"analyst_data": {
|
||||
"consensus_rating": "N/A",
|
||||
"price_target": 190,
|
||||
"forecast_price": "N/A"
|
||||
}
|
||||
},
|
||||
"technical_indicators": {
|
||||
"sma_50": 139.85,
|
||||
"sma_200": 96.6,
|
||||
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|
||||
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|
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|
||||
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|
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|
||||
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|
||||
"sma_50": "BULLISH",
|
||||
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|
||||
"ema_10": "BULLISH",
|
||||
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|
||||
"rsi_condition": "NEUTRAL"
|
||||
}
|
||||
},
|
||||
"investment_strategy": {
|
||||
"position_sizing": {
|
||||
"total_allocation_percent": "3%",
|
||||
"entry_strategy": "Initiate a position at current levels (~$160)",
|
||||
"tranche_1_percent": "2.5%",
|
||||
"tranche_2_percent": "2%"
|
||||
},
|
||||
"risk_management": {
|
||||
"initial_stop_loss": 12,
|
||||
"stop_loss_percent": 12,
|
||||
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|
||||
},
|
||||
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|
||||
{
|
||||
"target_price": 190,
|
||||
"action": "Sell",
|
||||
"rationale": "Reflecting a 20% upside"
|
||||
}
|
||||
],
|
||||
"monitoring_points": [
|
||||
"Monitor competitive moves by Microsoft",
|
||||
"Reassess after Q3 earnings",
|
||||
"Weekly technical checks (50-day SMA, MACD, RSI)"
|
||||
]
|
||||
},
|
||||
"debate_summary": {
|
||||
"bull_key_points": [
|
||||
"48% year-over-year revenue growth in Q2 to $1 billion",
|
||||
"Rule of 40 at 81%, indicating profitability",
|
||||
"A $10 billion U.S. Army contract plus Accenture partnership",
|
||||
"Bullish technical indicators and rising retail sentiment"
|
||||
],
|
||||
"bear_key_points": [
|
||||
"70x revenue multiple is steep",
|
||||
"Competition from Microsoft and others could impact market share",
|
||||
"Macro risks could affect government spending on analytics"
|
||||
],
|
||||
"neutral_perspective": "A balanced view acknowledges growth potential while implementing risk management strategies.",
|
||||
"final_decision_rationale": "The combination of strong growth, profitability, and solid contracts suggests a robust outlook for PLTR."
|
||||
},
|
||||
"text_content": {
|
||||
"market_report": {
|
||||
"title": "Technical Analysis Report",
|
||||
"content": "PLTR appears to be in a strong upward trend supported by both short and medium-term indicators.",
|
||||
"key_takeaways": [
|
||||
"Closing price at $160.66 with bullish momentum.",
|
||||
"Positive MACD and RSI indicating potential buying opportunities."
|
||||
]
|
||||
},
|
||||
"sentiment_report": {
|
||||
"title": "Company Sentiment Analysis",
|
||||
"content": "The sentiment surrounding PLTR is predominantly positive, with increasing mentions and an optimistic outlook.",
|
||||
"recent_developments": [
|
||||
"70 mentions on Reddit with a sentiment score of 58%."
|
||||
]
|
||||
},
|
||||
"fundamentals_report": {
|
||||
"title": "Fundamental Analysis",
|
||||
"content": "Palantir Technologies Inc. is in a strong financial position, evidenced by significant revenue and income growth.",
|
||||
"financial_highlights": [
|
||||
"Q2 2025 Revenue: $1 billion, 48% YoY growth",
|
||||
"Net Income for Q2 2025: $327 million, 144% YoY growth"
|
||||
]
|
||||
},
|
||||
"news_report": {
|
||||
"title": "Macroeconomic Context",
|
||||
"content": "Global economic recovery and growth are influencing market conditions positively.",
|
||||
"key_developments": [
|
||||
{
|
||||
"date": "2025-08-01",
|
||||
"event": "Global M&A activity peaked at $2.6 trillion.",
|
||||
"impact": "Indicates heightened corporate confidence."
|
||||
}
|
||||
]
|
||||
},
|
||||
"investment_plan_full": {
|
||||
"title": "Complete Investment Strategy",
|
||||
"content": "The investment strategy involves disciplined position sizing and risk management to capitalize on PLTR's growth potential."
|
||||
},
|
||||
"debate_transcripts": {
|
||||
"bull_analysis": "Bullish arguments emphasize strong growth metrics and unique market positioning.",
|
||||
"bear_analysis": "Bearish concerns focus on high valuation and competitive threats.",
|
||||
"neutral_analysis": "A balanced view suggests cautious optimism with risk management.",
|
||||
"risk_discussion": "Risks include high valuation and macroeconomic uncertainties."
|
||||
}
|
||||
},
|
||||
"widgets_config": {
|
||||
"charts_needed": [
|
||||
{
|
||||
"type": "price_chart",
|
||||
"data_source": "financial_data.current_price",
|
||||
"timeframe": "30_days"
|
||||
},
|
||||
{
|
||||
"type": "technical_indicators",
|
||||
"data_source": "technical_indicators"
|
||||
}
|
||||
],
|
||||
"text_widgets": [
|
||||
{
|
||||
"type": "expandable_report",
|
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"title": "Technical Analysis",
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|
||||
}
|
||||
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|
||||
}
|
||||
}
|
||||
File diff suppressed because one or more lines are too long
|
|
@ -1,161 +0,0 @@
|
|||
{
|
||||
"metadata": {
|
||||
"company_ticker": "RDDT",
|
||||
"company_name": "Reddit Inc.",
|
||||
"analysis_date": "2025-08-01",
|
||||
"final_recommendation": "SELL",
|
||||
"confidence_level": "MEDIUM"
|
||||
},
|
||||
"financial_data": {
|
||||
"current_price": 201.76,
|
||||
"price_change": 13.12,
|
||||
"price_change_percent": 0.07,
|
||||
"market_cap": "string",
|
||||
"enterprise_value": "string",
|
||||
"shares_outstanding": "string",
|
||||
"trading_range": {
|
||||
"high": 203.63,
|
||||
"low": 189.18,
|
||||
"open": 192.0
|
||||
},
|
||||
"volume": 15113312,
|
||||
"valuation_ratios": {
|
||||
"current_ps_ratio": "string",
|
||||
"fair_value_ps_ratio": "string",
|
||||
"forward_pe": "string",
|
||||
"forward_ps": "string",
|
||||
"forward_pcf": "string",
|
||||
"forward_pocf": "string"
|
||||
},
|
||||
"ownership": {
|
||||
"insider_percent": "string",
|
||||
"institutional_percent": "string"
|
||||
},
|
||||
"analyst_data": {
|
||||
"consensus_rating": "string",
|
||||
"price_target": 165,
|
||||
"forecast_price": "string"
|
||||
}
|
||||
},
|
||||
"technical_indicators": {
|
||||
"sma_50": 134.78,
|
||||
"sma_200": 138.39,
|
||||
"ema_10": 156.99,
|
||||
"macd": 7.23,
|
||||
"macd_signal": "string",
|
||||
"rsi": 79.31,
|
||||
"atr": 10.13,
|
||||
"trend_directions": {
|
||||
"sma_50": "BULLISH",
|
||||
"sma_200": "BULLISH",
|
||||
"ema_10": "BULLISH",
|
||||
"macd": "BULLISH",
|
||||
"rsi_condition": "OVERBOUGHT"
|
||||
}
|
||||
},
|
||||
"investment_strategy": {
|
||||
"position_sizing": {
|
||||
"total_allocation_percent": "string",
|
||||
"entry_strategy": "string",
|
||||
"tranche_1_percent": "string",
|
||||
"tranche_2_percent": "string"
|
||||
},
|
||||
"risk_management": {
|
||||
"initial_stop_loss": "string",
|
||||
"stop_loss_percent": "string",
|
||||
"breakeven_strategy": "string"
|
||||
},
|
||||
"profit_targets": [
|
||||
{
|
||||
"target_price": "string",
|
||||
"action": "string",
|
||||
"rationale": "string"
|
||||
}
|
||||
],
|
||||
"monitoring_points": [
|
||||
"Monitor legal developments",
|
||||
"Watch RSI and price behavior around moving averages"
|
||||
]
|
||||
},
|
||||
"debate_summary": {
|
||||
"bull_key_points": [
|
||||
"78% year-over-year revenue growth",
|
||||
"Strong engagement from user base",
|
||||
"Positive technical indicators"
|
||||
],
|
||||
"bear_key_points": [
|
||||
"Securities fraud lawsuit poses significant risk",
|
||||
"Reliance on user-generated content can lead to moderation issues",
|
||||
"Overbought conditions may lead to price corrections"
|
||||
],
|
||||
"neutral_perspective": "A balanced approach is needed considering both growth potential and legal risks.",
|
||||
"final_decision_rationale": "The risks associated with the lawsuit outweigh the potential upside."
|
||||
},
|
||||
"text_content": {
|
||||
"market_report": {
|
||||
"title": "Technical Analysis Report",
|
||||
"content": "RDDT Stock Analysis Report (as of August 1, 2025) ...",
|
||||
"key_takeaways": [
|
||||
"Bullish trend supported by strong momentum",
|
||||
"Caution advised due to overbought RSI"
|
||||
]
|
||||
},
|
||||
"sentiment_report": {
|
||||
"title": "Company Sentiment Analysis",
|
||||
"content": "Comprehensive Analysis on Reddit (RDDT) - August 2025 ...",
|
||||
"recent_developments": [
|
||||
"78% YoY revenue increase",
|
||||
"Class-action lawsuit filed"
|
||||
]
|
||||
},
|
||||
"fundamentals_report": {
|
||||
"title": "Fundamental Analysis",
|
||||
"content": "Here's a comprehensive report on Reddit Inc. (RDDT) ...",
|
||||
"financial_highlights": [
|
||||
"Current Stock Price: $201.76",
|
||||
"Intraday Volume: 15,113,312 shares"
|
||||
]
|
||||
},
|
||||
"news_report": {
|
||||
"title": "Macroeconomic Context",
|
||||
"content": "Comprehensive Report on Current Global Economic State (August 1, 2025) ...",
|
||||
"key_developments": [
|
||||
{
|
||||
"date": "2025-08-01",
|
||||
"event": "U.S. Tariff Expansions",
|
||||
"impact": "Notable decline in global stock markets"
|
||||
}
|
||||
]
|
||||
},
|
||||
"investment_plan_full": {
|
||||
"title": "Complete Investment Strategy",
|
||||
"content": "Let me pull out the heart of each argument and then tell you where I come down ..."
|
||||
},
|
||||
"debate_transcripts": {
|
||||
"bull_analysis": "Bull Analyst: Absolutely, let\u2019s dive into this bullish narrative ...",
|
||||
"bear_analysis": "Bear Analyst: Absolutely, let\u2019s delve into the bear case ...",
|
||||
"neutral_analysis": "Neutral Analyst: I appreciate the insights from both ...",
|
||||
"risk_discussion": "Risky Analyst: Absolutely, let\u2019s dive into this ..."
|
||||
}
|
||||
},
|
||||
"widgets_config": {
|
||||
"charts_needed": [
|
||||
{
|
||||
"type": "price_chart",
|
||||
"data_source": "financial_data.current_price",
|
||||
"timeframe": "30_days"
|
||||
},
|
||||
{
|
||||
"type": "technical_indicators",
|
||||
"data_source": "technical_indicators"
|
||||
}
|
||||
],
|
||||
"text_widgets": [
|
||||
{
|
||||
"type": "expandable_report",
|
||||
"title": "Technical Analysis",
|
||||
"content_source": "text_content.market_report"
|
||||
}
|
||||
]
|
||||
}
|
||||
}
|
||||
|
|
@ -12,8 +12,8 @@ class TransformationConfig:
|
|||
"""Configuration for the data transformation agent"""
|
||||
openai_api_key: str = os.environ.get("OPENAI_API_KEY")
|
||||
model: str = "gpt-4o-mini"
|
||||
eval_results_path: str = "scripts/eval_results/AVAH/TradingAgentsStrategy_logs"
|
||||
output_path: str = "scripts/eval_results/AVAH/TradingAgentsStrategy_transformed_logs"
|
||||
eval_results_path: str = "../output_data/AVAH/TradingAgentsStrategy_logs"
|
||||
output_path: str = "../output_data/AVAH/TradingAgentsStrategy_transformed_logs"
|
||||
backend_url: str = "https://api.openai.com/v1"
|
||||
|
||||
class DataTransformationAgent:
|
||||
|
|
@ -522,10 +522,10 @@ def main():
|
|||
|
||||
parser = argparse.ArgumentParser(description="Transform TradingAgents output to widget-friendly format")
|
||||
parser.add_argument("--api-key", help="OpenAI API key")
|
||||
parser.add_argument("--input-file", default="scripts/eval_results/AVAH/TradingAgentsStrategy_logs/full_states_log_2025-07-26.json", help="Process a single input file")
|
||||
parser.add_argument("--output-file", default="scripts/eval_results/AVAH/TradingAgentsStrategy_transformed_logs/full_states_log_2025-07-26.json", help="Output file path (for single file processing)")
|
||||
parser.add_argument("--eval-results-path", default="scripts/eval_results", help="Path to eval_results directory")
|
||||
parser.add_argument("--output-path", default="scripts/eval_results/AVAH/TradingAgentsStrategy_transformed_logs/", help="Output directory path")
|
||||
parser.add_argument("--input-file", default=" ../output_data/AVAH/TradingAgentsStrategy_logs/full_states_log_2025-07-26.json", help="Process a single input file")
|
||||
parser.add_argument("--output-file", default="../output_data/AVAH/TradingAgentsStrategy_transformed_logs/full_states_log_2025-07-26.json", help="Output file path (for single file processing)")
|
||||
parser.add_argument("--eval-results-path", default="../output_data/AVAH/TradingAgentsStrategy_logs", help="Path to eval_results directory")
|
||||
parser.add_argument("--output-path", default="../output_data/AVAH/TradingAgentsStrategy_transformed_logs/", help="Output directory path")
|
||||
|
||||
args = parser.parse_args()
|
||||
|
||||
|
|
|
|||
|
|
@ -191,7 +191,7 @@ class TradingAgentsGraph:
|
|||
|
||||
# Transform output JSON into widget-friendly format
|
||||
data_transformation_agent = DataTransformationAgent(TransformationConfig(
|
||||
eval_results_path=f"scripts/eval_results/{company_name}/TradingAgentsStrategy_transformed_logs/full_states_log_{trade_date}.json"))
|
||||
eval_results_path=f"../output_data/{company_name}/TradingAgentsStrategy_transformed_logs/full_states_log_{trade_date}.json"))
|
||||
|
||||
transformed_output = data_transformation_agent.transform_single_file(self._get_state(trade_date))
|
||||
|
||||
|
|
@ -231,11 +231,11 @@ class TradingAgentsGraph:
|
|||
}
|
||||
|
||||
# Save to file
|
||||
directory = Path(f"eval_results/{self.ticker}/TradingAgentsStrategy_logs/")
|
||||
directory = Path(f"../output_data/{self.ticker}/TradingAgentsStrategy_logs/")
|
||||
directory.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
with open(
|
||||
f"eval_results/{self.ticker}/TradingAgentsStrategy_logs/full_states_log_{trade_date}.json",
|
||||
f"../output_data/{self.ticker}/TradingAgentsStrategy_logs/full_states_log_{trade_date}.json",
|
||||
"w",
|
||||
) as f:
|
||||
json.dump(self.log_states_dict, f, indent=4)
|
||||
|
|
|
|||
|
|
@ -17,7 +17,7 @@ from tradingagents.default_config import DEFAULT_CONFIG
|
|||
app = FastAPI(title="TradingAgents API", version="1.0.0")
|
||||
|
||||
# Centralized results directory to avoid repetition
|
||||
RESULTS_BASE = "/home/brabus61/Desktop/Github Repos/TradingAgents/scripts/eval_results"
|
||||
RESULTS_BASE = os.path.join(os.path.dirname(__file__), "output_data")
|
||||
|
||||
# Configure CORS
|
||||
app.add_middleware(
|
||||
|
|
@ -141,7 +141,7 @@ async def get_analysis_status(job_id: str):
|
|||
async def get_companies():
|
||||
"""Get list of companies with analysis results"""
|
||||
results_dir = RESULTS_BASE
|
||||
|
||||
print(results_dir)
|
||||
if not os.path.exists(results_dir):
|
||||
return {"companies": []}
|
||||
|
||||
|
|
|
|||
|
|
@ -21,7 +21,6 @@ function App() {
|
|||
const [resultDetail, setResultDetail] = useState(null);
|
||||
|
||||
// New state for transformed data
|
||||
const [transformedDataFiles, setTransformedDataFiles] = useState([]);
|
||||
const [transformedDataSummary, setTransformedDataSummary] = useState(null);
|
||||
const [selectedTransformedData, setSelectedTransformedData] = useState(null);
|
||||
const [isLoadingTransformedData, setIsLoadingTransformedData] = useState(false);
|
||||
|
|
@ -200,11 +199,7 @@ function App() {
|
|||
|
||||
const loadTransformedDataSummary = async () => {
|
||||
try {
|
||||
const [files, summary] = await Promise.all([
|
||||
transformedDataService.getAvailableFiles(),
|
||||
transformedDataService.getDataSummary()
|
||||
]);
|
||||
setTransformedDataFiles(files);
|
||||
const summary = await transformedDataService.getDataSummary();
|
||||
setTransformedDataSummary(summary);
|
||||
} catch (error) {
|
||||
console.error('Error loading transformed data summary:', error);
|
||||
|
|
@ -289,11 +284,7 @@ function App() {
|
|||
setTransformedCompanyFiles([]);
|
||||
try {
|
||||
transformedDataService.clearCache();
|
||||
const [files, summary] = await Promise.all([
|
||||
transformedDataService.getAvailableFiles(),
|
||||
transformedDataService.getDataSummary(),
|
||||
]);
|
||||
setTransformedDataFiles(files);
|
||||
const summary = await transformedDataService.getDataSummary();
|
||||
setTransformedDataSummary(summary);
|
||||
} catch (e) {
|
||||
console.error('Failed to load transformed data on open:', e);
|
||||
|
|
@ -304,7 +295,7 @@ function App() {
|
|||
const runAnalysis = async () => {
|
||||
setIsRunningAnalysis(true);
|
||||
try {
|
||||
const response = await axios.post('/analysis/start', analysisForm);
|
||||
await axios.post('/analysis/start', analysisForm);
|
||||
alert('Analysis completed successfully!');
|
||||
setShowAnalysisModal(false);
|
||||
setAnalysisForm({ symbol: '', date: '' });
|
||||
|
|
@ -498,11 +489,7 @@ function App() {
|
|||
onClick={async () => {
|
||||
try {
|
||||
transformedDataService.clearCache();
|
||||
const [files, summary] = await Promise.all([
|
||||
transformedDataService.getAvailableFiles(),
|
||||
transformedDataService.getDataSummary(),
|
||||
]);
|
||||
setTransformedDataFiles(files);
|
||||
const summary = await transformedDataService.getDataSummary();
|
||||
setTransformedDataSummary(summary);
|
||||
setTransformedDataError(null);
|
||||
} catch (e) {
|
||||
|
|
@ -801,6 +788,12 @@ function App() {
|
|||
>
|
||||
View Details
|
||||
</button>
|
||||
<button
|
||||
onClick={() => openWidgetsView(result)}
|
||||
className="inline-flex items-center px-3 py-1 border border-transparent text-sm leading-4 font-medium rounded-md text-white bg-indigo-600 hover:bg-indigo-700 focus:outline-none focus:ring-2 focus:ring-offset-2 focus:ring-indigo-500"
|
||||
>
|
||||
View Dashboard
|
||||
</button>
|
||||
</div>
|
||||
</div>
|
||||
))}
|
||||
|
|
|
|||
|
|
@ -380,12 +380,12 @@ const TransformedDataAdapter: React.FC<TransformedDataAdapterProps> = ({ analysi
|
|||
|
||||
// Minimalist dashboard that shows ALL main sections of transformed JSON
|
||||
const MinimalTransformedDashboard: React.FC<{ data: TransformedAnalysisData }> = ({ data }) => {
|
||||
const md = data?.metadata as any || {};
|
||||
const fd = data?.financial_data as any || {};
|
||||
const ti = data?.technical_indicators as any || {};
|
||||
const istrat = data?.investment_strategy as any || {};
|
||||
const ds = data?.debate_summary as any || {};
|
||||
const txt = data?.text_content as any || {};
|
||||
const md = (data?.metadata as any) || {};
|
||||
const fd = (data?.financial_data as any) || {};
|
||||
const ti = (data?.technical_indicators as any) || {};
|
||||
const istrat = (data?.investment_strategy as any) || {};
|
||||
const ds = React.useMemo(() => ((data?.debate_summary as any) || {}), [data]);
|
||||
const txt = React.useMemo(() => ((data?.text_content as any) || {}), [data]);
|
||||
|
||||
const trends = ti?.trend_directions || {};
|
||||
const fmt = (v: any, d = 0) => {
|
||||
|
|
@ -428,12 +428,6 @@ const TransformedDataAdapter: React.FC<TransformedDataAdapterProps> = ({ analysi
|
|||
);
|
||||
};
|
||||
|
||||
const row = (label: string, value: any, fmtDigits?: number) => (
|
||||
<div className="flex items-center justify-between py-1">
|
||||
<span className="text-sm text-gray-500">{label}</span>
|
||||
<span className="text-sm font-medium">{fmtDigits === undefined ? (value ?? '-') : fmt(value, fmtDigits)}</span>
|
||||
</div>
|
||||
);
|
||||
const chip = (label: string, val?: string) => (
|
||||
<span className="px-2 py-1 rounded bg-gray-100 text-gray-700 text-xs font-medium">{label}: {val ?? '-'}</span>
|
||||
);
|
||||
|
|
|
|||
Loading…
Reference in New Issue