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Gegenprobe mit eigenem exakten Abgleich: 127 statt 213 Firmen, Rangkorrelation der Fallzahlen 0,62 -- die Team-Zuordnung zaehlt vermutlich Franchise-Betriebe unter dem Markennamen mit (McDonald's 142 gegen 64 Faelle)", "retrieved_at": "2026-09-12" }, "sec_sd": { "name": "SEC Form SD, Konfliktmineralien (aufbereitet von Janis)", "url": "https://www.sec.gov/cgi-bin/browse-edgar?action=getcompany&type=SD", "access": "frei", "license": "oeffentlich", "coverage": "Meldungen 2022-2025", "measurement": "Pflichtmeldung", "caveat": "zeigt nur, dass gemeldet wird -- nicht, was die Meldung ueber Schmelzen und Herkunft sagt", "retrieved_at": "2026-09-12" }, "wba": { "name": "World Benchmarking Alliance, Unternehmensprofile 2026 (erhoben von Janis)", "url": "https://www.worldbenchmarkingalliance.org/company-scoreboard", "access": "frei, oeffentliche Profilseiten", "license": "CC BY 4.0 -- Namensnennung: World Benchmarking Alliance", "coverage": "217 Indexfirmen, Bewertungsrunde 2026", "measurement": "Bewertung veroeffentlichter Angaben", "caveat": "haengt an Offenlegung; Benchmarks nicht unabhaengig; CTT fast ohne Streuung (216 von 217 = 0)", "retrieved_at": "2026-09-12" }, "wikidata": { "name": "Wikidata, offizielle Websites (fuer Firmenlogos)", "url": "https://query.wikidata.org/sparql", "access": "frei, ohne Anmeldung", "license": "CC0", "coverage": "Website ueber CIK (P5531 -> P856), Rest aus SEC Submissions", "measurement": "Stammdaten", "caveat": "nur fuer die Anzeige; Logos sind Favicons und Marken der jeweiligen Firmen", "retrieved_at": "2026-09-12" }, "eigene_berechnung": { "name": "Eigene Berechnung dieser Pipeline", "url": "scripts/02_analyse.py", "access": "reproduzierbar", "license": "-", "coverage": "abgeleitet aus den oben genannten Quellen", "measurement": "berechnet", "caveat": "Herkunft der Eingangsgroessen steht jeweils beim Basiswert", "retrieved_at": "2026-09-12" } }, "metrics": { "scope1_t": { "label": "Scope-1-Emissionen", "unit": "t CO2e", "direction": -1, "axis": "A", "sourceId": "epa_ghgrp" }, "co2_intensity": { "label": "CO2-Intensitaet", "unit": "t CO2e je Mio. USD Umsatz", "direction": -1, "axis": "A", "sourceId": "eigene_berechnung" }, "intensity_cagr": { "label": "Trend der Intensitaet", "unit": "%/Jahr", "direction": -1, "axis": "A", "sourceId": "eigene_berechnung" }, "absolute_cagr": { "label": "Trend der absoluten Tonnen", "unit": "%/Jahr", "direction": -1, "axis": "A", "sourceId": "eigene_berechnung" }, "n_facilities": { "label": "zugeordnete Anlagen", "unit": "Anzahl", "direction": 0, "axis": "meta", "sourceId": "epa_ghgrp" }, "match_confidence": { "label": "Zuordnungskonfidenz", "unit": "0-1", "direction": 1, "axis": "meta", "sourceId": "eigene_berechnung" }, "revenue_musd": { "label": "Umsatz", "unit": "Mio. USD", "direction": 0, "axis": "meta", "sourceId": "sec_xbrl" }, "campd_co2_t": { "label": "CO2 gemessen (CEMS)", "unit": "t CO2e", "direction": -1, "axis": "A", "sourceId": "epa_campd" }, "campd_plants": { "label": "Kraftwerke mit Messung", "unit": "Anzahl", "direction": 0, "axis": "meta", "sourceId": "epa_campd" }, "t_co2_pro_mwh": { "label": "CO2 je erzeugter MWh", "unit": "t CO2e/MWh", "direction": -1, "axis": "A", "sourceId": "egrid" }, "egrid_plants": { "label": "eGRID-Kraftwerke", "unit": "Anzahl", "direction": 0, "axis": "meta", "sourceId": "egrid" }, "tri_releases_lbs": { "label": "Giftstofffreisetzung", "unit": "lbs", "direction": -1, "axis": "A", "sourceId": "epa_tri" }, "tri_carcinogen_lbs": { "label": "davon krebserregend", "unit": "lbs", "direction": -1, "axis": "A", "sourceId": "epa_tri" }, "tri_facilities": { "label": "TRI-Anlagen", "unit": "Anzahl", "direction": 0, "axis": "meta", "sourceId": "epa_tri" }, "dart_rate": { "label": "Unfallrate DART", "unit": "Faelle je 100 Vollzeitkraefte", "direction": -1, "axis": "S", "sourceId": "osha_ita" }, "osha_deaths": { "label": "Todesfaelle", "unit": "Anzahl", "direction": -1, "axis": "S", "sourceId": "osha_ita" }, "osha_sites": { "label": "gemeldete Betriebsstaetten", "unit": "Anzahl", "direction": 0, "axis": "meta", "sourceId": "osha_ita" }, "echo_penalties_usd": { "label": "Umweltstrafen", "unit": "USD", "direction": -1, "axis": "G", "sourceId": "epa_echo" }, "echo_nc_quarters_per_site": { "label": "Verstossquartale je Anlage", "unit": "Quartale", "direction": -1, "axis": "G", "sourceId": "epa_echo" }, "echo_significant": { "label": "Anlagen mit schwerem Verstoss", "unit": "Anzahl", "direction": -1, "axis": "G", "sourceId": "epa_echo" }, "sbti_validated": { "label": "SBTi-geprueftes Ziel", "unit": "ja/nein", "direction": 1, "axis": "B", "sourceId": "sbti" }, "sbti_near_term_year": { "label": "Zwischenzieljahr", "unit": "Jahr", "direction": 0, "axis": "B", "sourceId": "sbti" }, "sbti_net_zero_year": { "label": "Netto-null-Jahr", "unit": "Jahr", "direction": 0, "axis": "B", "sourceId": "sbti" }, "sbti_commitment_removed": { "label": "Zusage zurueckgezogen", "unit": "ja/nein", "direction": -1, "axis": "B", "sourceId": "sbti" }, "intensity_illusion": { "label": "Intensitaet faellt, Tonnen steigen", "unit": "ja/nein", "direction": -1, "axis": "B", "sourceId": "eigene_berechnung" }, "base_year_ratio": { "label": "Basisjahr-Bequemlichkeit", "unit": "Verhaeltnis", "direction": -1, "axis": "B", "sourceId": "eigene_berechnung" }, "rank_p10": { "label": "Rangband untere Grenze", "unit": "Perzentil", "direction": 1, "axis": "ergebnis", "sourceId": "eigene_berechnung" }, "rank_p50": { "label": "Rangband Median", "unit": "Perzentil", "direction": 1, "axis": "ergebnis", "sourceId": "eigene_berechnung" }, "rank_p90": { "label": "Rangband obere Grenze", "unit": "Perzentil", "direction": 1, "axis": "ergebnis", "sourceId": "eigene_berechnung" }, "esg_risk_total": { "label": "kommerzielles ESG-Risiko", "unit": "Punkte", "direction": -1, "axis": "vergleich", "sourceId": "esg_snapshot" }, "net_income_usd": { "label": "Nettogewinn", "unit": "USD", "direction": 0, "axis": "meta", "sourceId": "sec_dera" }, "total_assets_usd": { "label": "Bilanzsumme", "unit": "USD", "direction": 0, "axis": "meta", "sourceId": "sec_dera" }, "total_debt_usd": { "label": "Finanzschulden", "unit": "USD", "direction": 0, "axis": "meta", "sourceId": "sec_dera" }, "operating_cf_usd": { "label": "operativer Cashflow", "unit": "USD", "direction": 0, "axis": "meta", "sourceId": "sec_dera" }, "capex_usd": { "label": "Sachinvestitionen", "unit": "USD", "direction": 0, "axis": "meta", "sourceId": "sec_dera" }, "rnd_usd": { "label": "Forschung und Entwicklung", "unit": "USD", "direction": 0, "axis": "meta", "sourceId": "sec_dera" }, "whd_cases": { "label": "Lohnverfahren 2022-2024", "unit": "Anzahl", "direction": -1, "axis": "S", "sourceId": "dol_whd" }, "whd_backwages_usd": { "label": "nachgezahlte Loehne", "unit": "USD", "direction": -1, "axis": "S", "sourceId": "dol_whd" }, "whd_employees": { "label": "betroffene Beschaeftigte", "unit": "Anzahl", "direction": -1, "axis": "S", "sourceId": "dol_whd" }, "sd_conflict_minerals_filer": { "label": "meldet Konfliktmineralien (Form SD)", "unit": "ja/nein", "direction": 0, "axis": "meta", "sourceId": "sec_sd" }, "wba_tpq": { "label": "WBA Qualitaet des Transitionsplans", "unit": "0-5", "direction": 1, "axis": "B", "sourceId": "wba" }, "wba_ctt": { "label": "WBA Beitrag zur Transition", "unit": "0-2", "direction": 1, "axis": "B", "sourceId": "wba" }, "wba_social": { "label": "WBA Social Benchmark", "unit": "0-100", "direction": 1, "axis": "S", "sourceId": "wba" }, "wba_nature": { "label": "WBA Nature Benchmark", "unit": "0-100", "direction": 1, "axis": "B", "sourceId": "wba" }, "wba_just_transition": { "label": "WBA Just Transition", "unit": "0-100", "direction": 1, "axis": "S", "sourceId": "wba" } } }