{"id": "2022-07-19-gdelt-c-teu", "slug": "2022-dsme-shipyard-strike-in-south-korea", "url": "/incidents/2022-dsme-shipyard-strike-in-south-korea/", "label": "DSME shipyard strike in South Korea", "summary": "A labor dispute at Daewoo Shipbuilding & Marine Engineering (DSME) in South Korea escalated in mid-July 2022, with workers occupying the shipyard and government and courts pressing for an end to the strike. The union offered to end the occupation by July 21.", "incident_type": "labour", "vessels": [], "vessel_types": [], "location": "South Korea", "tier": "C", "kind": "incident", "shape": "spike", "peak_date": "2022-07-19", "peak_level": 51.071, "peak_level_date": "2022-07-20", "onset_date": "2022-07-17", "end_date": "2022-07-21", "duration_days": 5, "composite": {"excess_area": 0.0, "highest_since": "2022-07-11", "peak": 51.071, "peak_z": -0.2157457792432154, "percentile_of_peak_day": 28.5592, "rank_of_peak_day": 1672}, "signals": {"news": {"excess": 0.0, "lead_days": null, "peak_z": -0.45830240549569795, "share_at_peak": 0.0, "share_of_excess": 0.0, "share_peak3": 0.0}, "research": {"excess": 3.6655000000000015, "lead_days": null, "peak_z": 0.34673457197821195, "share_at_peak": 0.0, "share_of_excess": 1.0, "share_peak3": 0.0}, "search": {"excess": 0.0, "lead_days": null, "peak_z": -0.31516812074754347, "share_at_peak": 0.0, "share_of_excess": 0.0, "share_peak3": 0.0}, "social": {"basis": "x_only", "excess": 0.0, "lead_days": null, "peak_z": -0.06687882397517154, "share_at_peak": 0.0, "share_of_excess": 0.0, "share_peak3": 0.0}}, "signature": {"basis_signals": 4, "confidence": "low", "method_note": "integrated favours slow-decaying/centred-smoothed signals (search); peak-day favours fast signals (social)", "verdict": "public-curiosity-led", "verdict_at_peak": "mixed", "verdicts_disagree": true}, "spread": {"article_breadth": 0.08333333333333333, "breadth": 0.0, "concentration": 0.315018315018315, "controls_detail": null, "controls_moved": false, "gdelt": {"c_industry": 0.4851060542476432, "c_tanker": 0.546401876459452, "c_teu": 9.462603004447063, "c_vessel": 1.7989151404325519}, "groups": {"Bulk carriers": {"excess_ratio": 0.9739354838709677, "lifted": false, "peak_multiple": 1.1079691516709511, "peak_z": 0.3560375239354181}, "Car carriers (ro-ro)": {"excess_ratio": 1.0403225806451613, "lifted": false, "peak_multiple": 1.3717171717171717, "peak_z": 1.0099069102368945}, "Container & cargo ships": {"excess_ratio": 1.00653828929691, "lifted": false, "peak_multiple": 1.231111111111111, "peak_z": 0.6136551999120701}, "Gas carriers": {"excess_ratio": 1.0990384615384616, "lifted": false, "peak_multiple": 1.3069544364508394, "peak_z": 0.8935252966894356}, "Shipping in general": {"excess_ratio": 1.0134364427259546, "lifted": false, "peak_multiple": 1.1064859632139399, "peak_z": 0.27439328971979804}, "Tankers": {"excess_ratio": 0.9621114369501467, "lifted": false, "peak_multiple": 0.9954493742889647, "peak_z": 0.07710590840248893}}, "groups_lifted": 0, "lead_group": null, "verdict": "none", "wiki": {"Bulk carrier": {"excess_ratio": 0.9739354838709677, "peak_z": 0.3560375239354181}, "Cargo ship": {"excess_ratio": 1.2268817204301075, "peak_z": 2.295508565184017}, "Chemical tanker": {"excess_ratio": 0.8366666666666667, "peak_z": -0.04786325020840942}, "Container ship": {"excess_ratio": 0.9043360433604336, "peak_z": 0.02869048112664724}, "Gas carrier": {"excess_ratio": 0.9991266375545852, "peak_z": 0.4826393347827042}, "LNG carrier": {"excess_ratio": 1.1388704318936878, "peak_z": 1.1384795164277992}, "Maritime transport": {"excess_ratio": 1.0066666666666666, "peak_z": 0.4859253123429031}, "Oil tanker": {"excess_ratio": 0.9838209982788296, "peak_z": 0.278740357126424}, "Roll-on/roll-off": {"excess_ratio": 1.0403225806451613, "peak_z": 1.0099069102368945}, "Ship": {"excess_ratio": 1.0465712132629992, "peak_z": 0.46544380928120643}, "Ship transport": {"excess_ratio": 0.9719626168224299, "peak_z": 1.0524693968520429}, "Tanker (ship)": {"excess_ratio": 0.9314553990610329, "peak_z": 0.2687425128233667}}}, "decay": {"attention_dividend": null, "days_to_baseline": 0, "days_to_baseline_note": null, "dividend_status": "experimental", "half_life_days": null, "half_life_note": null, "peak_level_date": "2022-07-20", "post_floor_45_90": null, "pre_baseline": 55.078}, "attribution": {"alternatives": [], "confidence": "high", "single_cause": true}, "sub_peaks": [], "caveats": ["social = X only before Bluesky (2024-07-01); not comparable with today's series", "tier C: only a Wikipedia article, GDELT sub-vocabulary term, or social per-term query fired \u2014 not yet confirmed as a real maritime incident (Phase C naming/is_maritime_incident does that).", "integrated and peak-day verdicts differ (smoothing artefact likely)", "coverage scored on title only (no excerpt) \u2014 measured ~8pp frame precision cost vs title+excerpt (docs/HANDOVER-incidents.md \u00a72.3)", "coverage filtered to articles matching this incident specifically (13/180 kept) \u2014 see coverage.filter.terms", "coverage panel is based on only 13 articles (< 30) \u2014 directional, not precise"], "coverage": {"source": "gdelt-bq", "title_only": true, "insufficient": true, "frames": {"climate_villain": 0.0, "cost_of_living": 0.0, "engine_of_trade": 0.3076923076923077, "freight_markets": 0.3076923076923077, "geopolitical_pawn": 0.0, "human_drama": 0.07692307692307693, "pollution_event": 0.0, "safety_failure": 0.3076923076923077, "seafarer_victim": 0.0, "shady_industry": 0.0, "supply_chain_fragility": 0.0, "technology_frontier": 0.0}, "buckets": {"people": 0.43478260869565216, "planet": 0.0, "politics": 0.0, "price": 0.2695652173913043, "progress": 0.29565217391304344}, "agency_bands": {"entirely acted upon": 0.07692307692307693, "mostly acted upon": 0.38461538461538464, "mostly actor": 0.46153846153846156, "neutral": 0.0, "primary actor": 0.07692307692307693}, "acted_upon_share": 0.07692307692307693, "trade_share": 0.0, "strongly_negative_share": 0.0, "display_headlines": [{"date": "2022-07-21", "source": "straitstimes.com", "tier": "core", "title": "South Korean President Yoon urges shipyard strike to end, negotiations stalled"}, {"date": "2022-07-19", "source": "gcaptain.com", "tier": "trade", "title": "South Korea's Yoon Says DSME Shipyard Strike Causing 'Tremendous Damage'\u00a0to Nation's Shipbuilding"}, {"date": "2022-07-18", "source": "maritime-executive.com", "tier": "trade", "title": "Government and Courts Press DSME Subcontractors to End Shipyard Strike"}, {"date": "2022-07-19", "source": "yahoo.com", "tier": "mainstream_other", "title": "South Korea's Yoon says 'illegal' shipyard strike cannot be tolerated, 'waited long enough'"}, {"date": "2022-07-19", "source": "ibtimes.co.uk", "tier": "mainstream_other", "title": "South Korea's Yoon Says Shipyard Strike Unacceptable, Signals Intervention"}, {"date": "2022-07-21", "source": "kelo.com", "tier": "mainstream_other", "title": "South Korean Daewoo shipyard workers will end strike if damage compensation lawsuits are dropped \u2013 union official"}], "headlines_note": null}, "wiki_rel": {"articles": {"Bulk carrier": {"dates": ["2022-07-03", "2022-07-04", "2022-07-05", "2022-07-06", "2022-07-07", "2022-07-08", "2022-07-09", "2022-07-10", "2022-07-11", "2022-07-12", "2022-07-13", "2022-07-14", "2022-07-15", "2022-07-16", "2022-07-17", 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