{"ticker": {"uuid": "fd08983c-02ac-4507-99e1-f67347f7b159", "symbol": "2427", "name": "Mercuries Data Systems Ltd.", "exchange": "TAI", "asset_type": "equity"}, "latest_week": "2026-08-14", "summary": "2427 closed the latest completed week at 22.85 TWD. The 4-week return is -0.8% and the 12-week return is 13.8%. The trend backdrop is inactive, with activity pressure at 0.40.", "description": "Mercuries Data Systems Ltd., together with its subsidiaries, engages in the sales, leasing, and maintenance of financial automation service machines in Taiwan. The company offers financial software systems, such as whitelist management, deposit machine management, device management, E-APT batching machine centralized management, multimedia reception service, teller safe management, and BTS financial branch terminal systems, as well as ATM operation integration platform; and financial automation products, including foreign exchange banknote exchange machine, professional payment kiosk, deposit machine, recycling cash dispenser, and automatic passbook printer. It also provides train dispatching radio systems; RF system for government; information technology services comprising medical information services, government procurement section, solutions for insurance industry, enterprise performance management solution, search and rescue dispatch system, 911 dispatch systems and emergency intelligent platform, SKMS stock management system, navy METOC HPC system, intelligent pre-registration and check-in management system for exhibitions, power company user electricity service big data platform, and power company's new distribution engineering information system; and automated ticket management and MRT automatic fare collection system. In addition, the company is involved in the provision of attendance, sales, maintenance, merchandising, and inspection management systems; planning, development, construction, and maintenance of software and hardware accommodating for the integrated system; management consultant and computer equipment installation; information software processing services; investment activity; computer and information software development, production, and sales; and self-produced product business and related technical consulting services. Mercuries Data Systems Ltd. was incorporated in 1965 and is headquartered in Taipei, Taiwan.", "setup_signature": "Risk-first tape", "composite_score": "27", "kpis": [{"label": "Latest Close", "value": "22.85 TWD", "hint": "2026-08-14"}, {"label": "1W Return", "value": "4.8%", "tone": "positive", "hint": "latest completed week"}, {"label": "4W Return", "value": "-0.8%", "tone": "negative", "hint": "short-term follow-through"}, {"label": "12W Return", "value": "13.8%", "tone": "positive", "hint": "quarterly tape"}, {"label": "Trend Breadth", "value": "17.3%", "hint": "9 of 52 weeks active"}, {"label": "Volume Ratio", "value": "0.5x", "hint": "vs 13-week average"}], "classification": {"exchange": "TAI", "country": "TW", "sector": "Industrials", "industry": "Business Equipment & Supplies", "currency": "TWD", "market_cap": "4.5B"}, "price": {"trend_line": "22.84 TWD", "fair_value": "24.78 TWD", "vs_trend": "0.0%", "vs_fair_value": "-7.8%", "high_52": "29.62 TWD", "low_52": "19.54 TWD", 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"return_label": "4.8%", "return_tone": "positive", "volume_height": 15.016939020108575, "volume": "3.1M"}], "insights": [{"label": "Participation", "value": "0.5x", "detail": "Latest volume versus the 13-week average.", "tone": "neutral"}, {"label": "Baseline", "value": "6.7M", "detail": "13-week average volume.", "tone": "neutral"}, {"label": "One-year base", "value": "6.2M", "detail": "52-week average volume.", "tone": "neutral"}]}, "risk": {"volatility_13": "8.0%", "volatility_52": "5.0%", "downside_weeks": 36, "upside_weeks": 15, "downside_breadth": "69.2%", "average_gain": "4.8%", "average_loss": "-2.6%", "distribution_scale": "23%", "return_callouts": [{"label": "Weeks higher", "value": "7 of 26", "detail": "19 weeks finished lower.", "tone": "negative"}, {"label": "Best week", "value": "+22.5%", "detail": "Week of 3 Jul.", "tone": "positive"}, {"label": "Worst week", "value": "-6.0%", "detail": "Week of 13 Mar.", "tone": "negative"}, {"label": "Latest week", "value": "+4.8%", "detail": "Week of 14 Aug.", "tone": "positive"}], "buckets": [{"label": "Strong gains", "count": 4, "share": 15.384615384615385, "share_label": "15.4%", "tone": "positive"}, {"label": "Modest gains", "count": 3, "share": 11.538461538461538, "share_label": "11.5%", "tone": "positive"}, {"label": "Flat weeks", "count": 0, "share": 0.0, "share_label": "0.0%", "tone": "neutral"}, {"label": "Modest losses", "count": 14, "share": 53.84615384615385, "share_label": "53.8%", "tone": "negative"}, {"label": "Sharp losses", "count": 5, "share": 19.230769230769234, "share_label": "19.2%", "tone": "negative"}], "insights": [{"label": "Recent vol", "value": "8.0%", "detail": "13-week weekly-return volatility.", "tone": "negative"}, {"label": "Base vol", "value": "5.0%", "detail": "52-week weekly-return volatility.", "tone": "neutral"}, {"label": "Up/down split", "value": "15/36", "detail": "Count of positive and negative weeks in the 52-week window.", "tone": "negative"}, {"label": "Average skew", "value": "4.8% / -2.6%", "detail": "Average positive week versus average negative week.", "tone": "neutral"}]}, "signals": [{"label": "Trend backdrop", "value": "Inactive", "tone": "negative"}, {"label": "Activity pressure", "value": "No fresh buy", "tone": "neutral"}, {"label": "Price vs Trend", "value": "0.0%", "tone": "positive"}, {"label": "Volume", "value": "0.5x", "tone": "neutral"}], "opportunities": ["Price is above the Trend Line, keeping the weekly tape constructive.", "Activity pressure is positive on the latest completed week."], "risks": ["The trend backdrop is inactive, so price action has not confirmed a constructive regime.", "Price is below Fair Value, so the market is still discounting the latest tape.", "Next-week expectancy is negative at 33.92% based on similar historical setup states.", "Activity pressure is weak, so confirmation is not yet broad enough.", "The share remains more than 20% below its 52-week high."], "watch_points": ["Trend Line remains the key weekly regime level.", "Activity pressure is the gauge to monitor for confirmation or fade.", "A volume ratio above 1.5x would show stronger participation in the next move."], "recent_rows": [{"week": "2026-08-14", "close": "22.85 TWD", "return": null, "return_tone": null, "trend_line": "22.84 TWD", "fair_value": "24.78 TWD", "activity_pressure": "0.40", "relative_leadership": "-34.27", "volume": "3.1M", "trend_backdrop": null}, {"week": "2026-08-07", "close": "21.80 TWD", "return": null, "return_tone": null, "trend_line": "22.93 TWD", "fair_value": "24.79 TWD", "activity_pressure": "0.56", "relative_leadership": "-36.29", "volume": "2.9M", "trend_backdrop": null}, {"week": "2026-07-31", "close": "21.72 TWD", "return": null, "return_tone": null, "trend_line": "23.06 TWD", "fair_value": "24.81 TWD", "activity_pressure": "0.69", "relative_leadership": "-35.99", "volume": "2.8M", "trend_backdrop": null}, {"week": "2026-07-24", "close": "22.50 TWD", "return": null, "return_tone": null, "trend_line": "23.20 TWD", "fair_value": "24.83 TWD", "activity_pressure": "1.00", "relative_leadership": "-35.54", "volume": "3.6M", "trend_backdrop": null}, {"week": "2026-07-17", "close": "23.03 TWD", "return": null, "return_tone": null, "trend_line": "23.34 TWD", "fair_value": "24.86 TWD", "activity_pressure": "0.92", "relative_leadership": "-33.58", "volume": "16.2M", "trend_backdrop": null}, {"week": "2026-07-10", "close": "24.48 TWD", "return": null, "return_tone": null, "trend_line": "23.44 TWD", "fair_value": "24.89 TWD", "activity_pressure": "0.70", "relative_leadership": "-34.60", "volume": "0", "trend_backdrop": null}, {"week": "2026-07-03", "close": "25.84 TWD", "return": null, "return_tone": null, "trend_line": "23.53 TWD", "fair_value": "24.90 TWD", "activity_pressure": "0.62", "relative_leadership": "-34.06", "volume": "20.7M", "trend_backdrop": null}, {"week": "2026-06-26", "close": "21.09 TWD", "return": null, "return_tone": null, "trend_line": "23.58 TWD", "fair_value": "24.89 TWD", "activity_pressure": "0.37", "relative_leadership": "-44.31", "volume": "2.8M", "trend_backdrop": null}, {"week": "2026-06-19", "close": "21.62 TWD", "return": null, "return_tone": null, "trend_line": "23.73 TWD", "fair_value": "24.89 TWD", "activity_pressure": "0.04", "relative_leadership": "-46.16", "volume": "3.1M", "trend_backdrop": null}, {"week": "2026-06-12", "close": "21.96 TWD", "return": null, "return_tone": null, "trend_line": "23.87 TWD", "fair_value": "24.90 TWD", "activity_pressure": "-0.29", "relative_leadership": "-43.42", "volume": "9.2M", "trend_backdrop": null}, {"week": "2026-06-05", "close": "22.93 TWD", "return": null, "return_tone": null, "trend_line": "23.96 TWD", "fair_value": "24.93 TWD", "activity_pressure": "-0.66", "relative_leadership": "-42.84", "volume": "16.8M", "trend_backdrop": null}, {"week": "2026-05-29", "close": "19.97 TWD", "return": null, "return_tone": null, "trend_line": "24.03 TWD", "fair_value": "24.93 TWD", "activity_pressure": "-1.10", "relative_leadership": "-50.48", "volume": "3.5M", "trend_backdrop": null}, {"week": "2026-05-22", "close": "20.07 TWD", "return": null, "return_tone": null, "trend_line": "24.19 TWD", "fair_value": "24.93 TWD", "activity_pressure": "-1.15", "relative_leadership": "-48.07", "volume": "2.7M", "trend_backdrop": null}, {"week": "2026-05-15", "close": "19.83 TWD", "return": null, "return_tone": null, "trend_line": "24.35 TWD", "fair_value": "24.88 TWD", "activity_pressure": "-1.19", "relative_leadership": "-48.01", "volume": "3.3M", "trend_backdrop": null}], "intelligence": {"rating": "Caution", "rating_tone": "negative", "overall_score": "34", "primary_driver": {"label": "Patient Capital", "score": 62.0, "score_label": "62", "tone": "neutral", "summary": "Activity-pressure buy-signal evidence highlights potential institutional accumulation windows.", "detail": "Recent buy signal in the last 8 weeks", "metric": "Recent", "url": "/patient-capital/", "available": true, "weight": 1}, "primary_conflict": {"label": "Weekly tape", "score": 22.541015586271794, "score_label": "23", "tone": "negative", "summary": "Trend, activity pressure, participation, and risk combine to a 23/100 tape read.", "detail": "", "metric": "23/100", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.6}, "options_tone": "neutral", "options": null, "evidence": [{"label": "Weekly tape", "score": 22.541015586271794, "score_label": "23", "tone": "negative", "summary": "Trend, activity pressure, participation, and risk combine to a 23/100 tape read.", "detail": "", "metric": "23/100", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.6}, {"label": "Indicator analysis", "score": 29.208333333333325, "score_label": "29", "tone": "negative", "summary": "Latest 12-week confirmation: trend 0/12, activity pressure 9/12, relative leadership 0/12.", "detail": "Activity pressure 0.28; No reversal markers", "metric": "29/100", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.45}, {"label": "Next-Week Expectancy", "score": 33.040949999999995, "score_label": "33", "tone": "negative", "summary": "Next-week expectancy is negative with a 33.92% historical one-week setup read.", "detail": "Adds short-term historical context without overriding trend, activity, or relative leadership.", "metric": "Negative 33.92%", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.05}, {"label": "Factors", "score": 50.0, "score_label": "50", "tone": "neutral", "summary": "No published factor snapshot is available yet.", "detail": "", "metric": "50/100", "url": "/factors/", "available": false, "weight": 0}, {"label": "Patient Capital", "score": 62.0, "score_label": "62", "tone": "neutral", "summary": "Activity-pressure buy-signal evidence highlights potential institutional accumulation windows.", "detail": "Recent buy signal in the last 8 weeks", "metric": "Recent", "url": "/patient-capital/", "available": true, "weight": 1}, {"label": "Sentiment", "score": 50.0, "score_label": "50", "tone": "neutral", "summary": "No sentiment snapshot is stored yet.", "detail": "", "metric": "50/100", "url": "/sentiment/", "available": false, "weight": 0}, {"label": "Insiders", "score": 50.0, "score_label": "50", "tone": "neutral", "summary": "No recent insider transaction evidence is stored.", "detail": "", "metric": "50/100", "url": "/insider-activity/", "available": false, "weight": 0}, {"label": "Earnings", "score": 50.0, "score_label": "50", "tone": "neutral", "summary": "No stored earnings event is currently attached to this ticker.", "detail": "", "metric": "50/100", "url": "/earnings-calendar/", "available": false, "weight": 0}], "positives": [], "negatives": [{"label": "Weekly tape", "score": 22.541015586271794, "score_label": "23", "tone": "negative", "summary": "Trend, activity pressure, participation, and risk combine to a 23/100 tape read.", "detail": "", "metric": "23/100", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.6}, {"label": "Indicator analysis", "score": 29.208333333333325, "score_label": "29", "tone": "negative", "summary": "Latest 12-week confirmation: trend 0/12, activity pressure 9/12, relative leadership 0/12.", "detail": "Activity pressure 0.28; No reversal markers", "metric": "29/100", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.45}, {"label": "Next-Week Expectancy", "score": 33.040949999999995, "score_label": "33", "tone": "negative", "summary": "Next-week expectancy is negative with a 33.92% historical one-week setup read.", "detail": "Adds short-term historical context without overriding trend, activity, or relative leadership.", "metric": "Negative 33.92%", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.05}], "conclusion": ["The strongest supporting evidence is patient capital: Activity-pressure buy-signal evidence highlights potential institutional accumulation windows.", "The main constraint is weekly tape: Trend, activity pressure, participation, and risk combine to a 23/100 tape read.", "The combined read is defensive, so risk control and evidence of stabilization matter more than headline upside."], "weekly_changes": [{"label": "Price follow-through", "value": "4.8%", "detail": "Latest completed week; four-week move -0.8%.", "tone": "positive", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/"}, {"label": "Indicator stack", "value": "10/53", "detail": "Trend and activity pressure are weighted against the latest 12-week confirmation window.", "tone": "negative", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/"}, {"label": "Trend backdrop", "value": "Active", "detail": "The trend backdrop defines the current weekly regime.", "tone": "positive", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/"}, {"label": "Patient Capital", "value": "Recent", "detail": "Activity-pressure buy-signal status for institutional accumulation timing.", "tone": "neutral", "url": "/patient-capital/"}, {"label": "Next-Week Expectancy", "value": "Negative 33.92%", "detail": "Historical one-week expectancy contributes to the evidence score when direction is confirmed.", "tone": "negative", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/"}]}, "investor_view": {"stance": "Weak trend", "stance_tone": "negative", "setup_score": "27", "bottom_line": "The weekly trend is not active. Price is 0.0% above the Trend Line and sits at 32.8% of its 52-week range. The latest completed week returned 4.8%, after a -0.8% four-week move. Near-term considerations: volume confirmation is below normal.", "price_summary": "The weekly trend is not active. Price is 0.0% above the Trend Line and sits at 32.8% of its 52-week range. The latest completed week returned 4.8%, after a -0.8% four-week move.", "volume_summary": "Latest weekly volume is 0.5x the 13-week average. Participation is below its recent norm, so price strength is not receiving full volume confirmation.", "momentum_summary": "Performance is -0.8% over four weeks, 13.8% over 12 weeks, and -25.3% over one year. The current trend has remained active for 0 consecutive weeks.", "fundamentals": {"available": false, "summary": "A published fundamentals and factor snapshot is not available for this company.", "rank_scores": [], "groups": []}, "weekly_change": [{"label": "Price follow-through", "value": "4.8%", "detail": "Latest completed week; four-week move -0.8%.", "tone": "positive", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/"}, {"label": "Indicator stack", "value": "10/53", "detail": "Trend and activity pressure are weighted against the latest 12-week confirmation window.", "tone": "negative", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/"}, {"label": "Trend backdrop", "value": "Active", "detail": "The trend backdrop defines the current weekly regime.", "tone": "positive", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/"}, {"label": "Patient Capital", "value": "Recent", "detail": "Activity-pressure buy-signal status for institutional accumulation timing.", "tone": "neutral", "url": "/patient-capital/"}, {"label": "Next-Week Expectancy", "value": "Negative 33.92%", "detail": "Historical one-week expectancy contributes to the evidence score when direction is confirmed.", "tone": "negative", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/"}], "strengths": ["Price is above the Trend Line, keeping the weekly tape constructive.", "Activity pressure is positive on the latest completed week."], "risks": ["The trend backdrop is inactive, so price action has not confirmed a constructive regime.", "Price is below Fair Value, so the market is still discounting the latest tape.", "Next-week expectancy is negative at 33.92% based on similar historical setup states.", "Activity pressure is weak, so confirmation is not yet broad enough."], "watch_points": ["Trend Line remains the key weekly regime level.", "Activity pressure is the gauge to monitor for confirmation or fade.", "A volume ratio above 1.5x would show stronger participation in the next move."], "evidence": {"weekly_tape": {"label": "Weekly tape", "score": 22.541015586271794, "score_label": "23", "tone": "negative", "summary": "Trend, activity pressure, participation, and risk combine to a 23/100 tape read.", "detail": "", "metric": "23/100", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.6}, "indicator_analysis": {"label": "Indicator analysis", "score": 29.208333333333325, "score_label": "29", "tone": "negative", "summary": "Latest 12-week confirmation: trend 0/12, activity pressure 9/12, relative leadership 0/12.", "detail": "Activity pressure 0.28; No reversal markers", "metric": "29/100", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.45}, "next-week_expectancy": {"label": "Next-Week Expectancy", "score": 33.040949999999995, "score_label": "33", "tone": "negative", "summary": "Next-week expectancy is negative with a 33.92% historical one-week setup read.", "detail": "Adds short-term historical context without overriding trend, activity, or relative leadership.", "metric": "Negative 33.92%", "url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "available": true, "weight": 1.05}, "factors": {"label": "Factors", "score": 50.0, "score_label": "50", "tone": "neutral", "summary": "No published factor snapshot is available yet.", "detail": "", "metric": "50/100", "url": "/factors/", "available": false, "weight": 0}, "patient_capital": {"label": "Patient Capital", "score": 62.0, "score_label": "62", "tone": "neutral", "summary": "Activity-pressure buy-signal evidence highlights potential institutional accumulation windows.", "detail": "Recent buy signal in the last 8 weeks", "metric": "Recent", "url": "/patient-capital/", "available": true, "weight": 1}, "sentiment": {"label": "Sentiment", "score": 50.0, "score_label": "50", "tone": "neutral", "summary": "No sentiment snapshot is stored yet.", "detail": "", "metric": "50/100", "url": "/sentiment/", "available": false, "weight": 0}, "insiders": {"label": "Insiders", "score": 50.0, "score_label": "50", "tone": "neutral", "summary": "No recent insider transaction evidence is stored.", "detail": "", "metric": "50/100", "url": "/insider-activity/", "available": false, "weight": 0}, "earnings": {"label": "Earnings", "score": 50.0, "score_label": "50", "tone": "neutral", "summary": "No stored earnings event is currently attached to this ticker.", "detail": "", "metric": "50/100", "url": "/earnings-calendar/", "available": false, "weight": 0}}, "section_nav": [{"id": "overview", "label": "Overview"}, {"id": "price-action", "label": "Price"}, {"id": "volume-demand", "label": "Volume"}, {"id": "momentum", "label": "Momentum"}, {"id": "fundamentals", "label": "Fundamentals"}, {"id": "ownership-flow", "label": "Ownership & Flow"}, {"id": "catalysts-risk", "label": "Catalysts & Risk"}, {"id": "peer-context", "label": "Peer Context"}, {"id": "weekly-data", "label": "Weekly Data"}]}, "chart_url": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/", "api_path": "/terminal/fd08983c-02ac-4507-99e1-f67347f7b159/report/api/"}