{
  "template": "corridor-anomaly-watch",
  "templateName": "Trade anomaly page",
  "source": "api",
  "publisher": {
    "name": "Yugalinks",
    "url": "https://www.yugalinks.com",
    "linkedin": "https://in.linkedin.com/company/yugalinks",
    "logo": "https://www.yugalinks.com/trade/yugalinks-logo-v3-dark-mode.webp"
  },
  "seo": {
    "title": "Kenya to Germany trade anomaly | HS 940350 | Yugalinks",
    "description": "Reported trade anomaly for Kenya to Germany in furniture (HS 940350), with anomaly severity, market value, history, and context.",
    "canonical": "https://www.yugalinks.com/trade/signal/anomaly/ken-deu-940350",
    "robots": "index, follow"
  },
  "breadcrumbs": [
    {
      "name": "Home",
      "url": "https://www.yugalinks.com/"
    },
    {
      "name": "Trade data",
      "url": "https://www.yugalinks.com/trade/"
    },
    {
      "name": "Trade anomalies",
      "url": "https://www.yugalinks.com/trade/signal/anomaly/"
    },
    {
      "name": "KEN-DEU HS 940350",
      "url": "https://www.yugalinks.com/trade/signal/anomaly/ken-deu-940350"
    }
  ],
  "sections": [
    "overview",
    "history",
    "context",
    "related-movements",
    "faq",
    "data-source"
  ],
  "anomaly": {
    "year": 2024,
    "exporter_iso3": "KEN",
    "importer_iso3": "DEU",
    "hs_code": "940350",
    "market_imports_usd": 996361453.8822255,
    "momentum_yoy_pct": 1974.4507804118225,
    "anomaly_z_score": 3.7310078827311703,
    "anomaly_type": "spike",
    "anomaly_severity": "93.27519706827925",
    "new_corridor_signal_type": "",
    "new_corridor_signal_strength": 0
  },
  "opportunity": {
    "exporter_iso3": "KEN",
    "importer_iso3": "DEU",
    "hs_code": "940350",
    "hs_description": "Furniture: wooden, for bedroom use",
    "hs_chapter": "94",
    "hs_heading": "9403",
    "price_range_label": "Medium price range",
    "trade_type_label": "One-way trade",
    "substitution_elasticity": -7.3962469,
    "buyer_imports_latest_usd": 996361453.8822258,
    "buyer_imports_avg_usd": 650032074.5325686,
    "buyer_imports_peak_usd": 1060517206.2861775,
    "buyer_cagr_full_pct": 1.0489,
    "buyer_yoy_avg_pct": 1.4969,
    "buyer_yoy_latest_pct": 0.288,
    "buyer_trend_consistency_pct": 58.6207,
    "buyer_imports_proj_3y_usd": 1028044501.95,
    "buyer_imports_proj_5y_usd": 1049724288.91,
    "buyer_gdp_mn_latest": 4223116.205969,
    "buyer_gdp_pc_latest": 50802,
    "buyer_population_latest": 83129.288,
    "buyer_investment_rate": 22.08,
    "buyer_savings_rate": 27.68,
    "buyer_edu_secondary": 95.9,
    "buyer_gdp_mn_2030_proj": 4391279.94,
    "buyer_gdp_pc_2030_proj": 53142.97,
    "buyer_gdp_pc_growth_pct": 4.61,
    "buyer_gdp_mn_growth_pct": 3.98,
    "buyer_pop_growth_pct": -0.6,
    "exports_latest_usd": 1319.3751395838187,
    "exports_avg_usd": 1950.979797909309,
    "exports_peak_usd": 12372.632742492058,
    "share_latest_pct": 0.0001324193277894284,
    "share_avg_pct": 0.0003448716203771454,
    "share_peak_pct": 0.0023676848181647383,
    "share_change_1y_pp": 0.00012601759885438055,
    "share_trend_pp_per_yr": -0.000018,
    "cagr_full_pct": -3.6456,
    "yoy_avg_pct": 194.8676,
    "yoy_latest_pct": 1974.4508,
    "trend_consistency_pct": 45.4545,
    "exports_proj_3y_usd": 1180.28,
    "exports_proj_5y_usd": 1095.79,
    "your_share_gap_pp": 40.84,
    "addressable_proj_3y_usd": 419853500.35,
    "addressable_proj_5y_usd": 428707527.99,
    "peer_best_share_pct": 40.84014465135233,
    "peer_top_exporter": "POL",
    "num_suppliers_latest": 94,
    "buyer_herfindahl_index": 2003.48,
    "distance_km": 6509.7919921875,
    "shares_official_language": 0,
    "common_spoken_language_score": 0.03920000046491623,
    "has_wto_reported_fta": 0,
    "buyer_is_eu_member": 1,
    "buyer_biz_entry_days": 8,
    "shared_legal_system": 0,
    "shared_religion": 0,
    "shares_land_border": 0,
    "buyer_is_wto_member": 1,
    "lane_volatility_cv": 1.3032836476816396,
    "lane_max_drawdown_pct": 99.48595275053296,
    "signal_flag": "Slowing",
    "lane_data_years": 23,
    "lane_last_year": 2024
  },
  "lane": {
    "exporter_iso3": "KEN",
    "importer_iso3": "DEU",
    "hs_code": "940350"
  },
  "routeHistory": [
    {
      "year": 1995,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 3873.373530548291,
      "yoy_growth_pct": null,
      "cagr_3y_pct": null
    },
    {
      "year": 1996,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 3511.457917654037,
      "yoy_growth_pct": -9.343679612614675,
      "cagr_3y_pct": null
    },
    {
      "year": 1997,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 2148.529832292876,
      "yoy_growth_pct": -38.81373826264496,
      "cagr_3y_pct": null
    },
    {
      "year": 2000,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 12372.632742492058,
      "yoy_growth_pct": 475.8650662666474,
      "cagr_3y_pct": 47.27337761381876
    },
    {
      "year": 2001,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 1503.9529222339017,
      "yoy_growth_pct": -87.84451980806972,
      "cagr_3y_pct": -24.621251162317947
    },
    {
      "year": 2002,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 104.9598452883261,
      "yoy_growth_pct": -93.02106842995966,
      "cagr_3y_pct": -63.44383761018592
    },
    {
      "year": 2004,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 667.7792146505298,
      "yoy_growth_pct": 536.2235127311129,
      "cagr_3y_pct": -62.208836904259236
    },
    {
      "year": 2005,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 1420.5942322861576,
      "yoy_growth_pct": 112.73411946935185,
      "cagr_3y_pct": -1.8827723747807834
    },
    {
      "year": 2006,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 1377.9619081062406,
      "yoy_growth_pct": -3.001020503321983,
      "cagr_3y_pct": 135.9054694711579
    },
    {
      "year": 2007,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 4597.979905124049,
      "yoy_growth_pct": 233.67975399575022,
      "cagr_3y_pct": 90.24418483047434
    },
    {
      "year": 2008,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 2359.533931205056,
      "yoy_growth_pct": -48.68324829833291,
      "cagr_3y_pct": 18.4273632644526
    },
    {
      "year": 2010,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 69.04851631215365,
      "yoy_growth_pct": -97.07363749260053,
      "cagr_3y_pct": -63.13289411515495
    },
    {
      "year": 2011,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 834.3354573573876,
      "yoy_growth_pct": 1108.3322016443256,
      "cagr_3y_pct": -43.38590831927267
    },
    {
      "year": 2012,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 1886.1236043411918,
      "yoy_growth_pct": 126.06298074819455,
      "cagr_3y_pct": -7.192877459033475
    },
    {
      "year": 2013,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 2990.0030628779546,
      "yoy_growth_pct": 58.52635829359334,
      "cagr_3y_pct": 251.16058246675607
    },
    {
      "year": 2014,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 801.1587506242305,
      "yoy_growth_pct": -73.20542040337929,
      "cagr_3y_pct": -1.343441858940908
    },
    {
      "year": 2016,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 398.38532190023665,
      "yoy_growth_pct": -50.273860007167,
      "cagr_3y_pct": -40.445983135653286
    },
    {
      "year": 2017,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 154.71968047172598,
      "yoy_growth_pct": -61.16330799193682,
      "cagr_3y_pct": -62.73584231978757
    },
    {
      "year": 2018,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 503.8090728624475,
      "yoy_growth_pct": 225.62701223682748,
      "cagr_3y_pct": -14.325982134791715
    },
    {
      "year": 2019,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 1050.510410131099,
      "yoy_growth_pct": 108.51359507332941,
      "cagr_3y_pct": 38.1547041507589
    },
    {
      "year": 2021,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 862.7091752708998,
      "yoy_growth_pct": -17.877141725493463,
      "cagr_3y_pct": 77.32621833069464
    },
    {
      "year": 2023,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 63.6011782994386,
      "yoy_growth_pct": -92.62773827814371,
      "cagr_3y_pct": -49.83512599571377
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "940350",
      "export_value_usd": 1319.3751395838187,
      "yoy_growth_pct": 1974.4507804118225,
      "cagr_3y_pct": 7.892016977265381
    }
  ],
  "corridorHistory": [
    {
      "year": 1995,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 157829745.70699838,
      "yoy_growth_pct": null,
      "cagr_3y_pct": null,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 1996,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 152188625.1981537,
      "yoy_growth_pct": -3.5741808260383867,
      "cagr_3y_pct": null,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 1997,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 160787421.109806,
      "yoy_growth_pct": 5.650091063281781,
      "cagr_3y_pct": null,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 1998,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 115576113.3465321,
      "yoy_growth_pct": -28.118684565752126,
      "cagr_3y_pct": -9.865080270823846,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 1999,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 101583671.99382661,
      "yoy_growth_pct": -12.106689650267032,
      "cagr_3y_pct": -12.606210518360294,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2000,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 84909294.56220232,
      "yoy_growth_pct": -16.41442675220248,
      "cagr_3y_pct": -19.170904108592556,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2001,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 76887310.4884957,
      "yoy_growth_pct": -9.447710188935709,
      "cagr_3y_pct": -12.703762076556767,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2002,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 61514077.53063964,
      "yoy_growth_pct": -19.99449956069965,
      "cagr_3y_pct": -15.39743386891923,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2003,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 81685062.93301016,
      "yoy_growth_pct": 32.7908443271762,
      "cagr_3y_pct": -1.2821234280813387,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2004,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 82744155.16513349,
      "yoy_growth_pct": 1.296555568539981,
      "cagr_3y_pct": 2.4772711570115735,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2005,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 94463755.22495452,
      "yoy_growth_pct": 14.163659096442615,
      "cagr_3y_pct": 15.37106371348127,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2006,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 89042183.70209998,
      "yoy_growth_pct": -5.739313993969109,
      "cagr_3y_pct": 2.91635225162874,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2007,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 109333696.43032914,
      "yoy_growth_pct": 22.78865127130818,
      "cagr_3y_pct": 9.733416692745944,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2008,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 131663196.6527444,
      "yoy_growth_pct": 20.42325554834261,
      "cagr_3y_pct": 11.703401046949025,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2009,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 121436585.01782688,
      "yoy_growth_pct": -7.767251513640316,
      "cagr_3y_pct": 10.896519117612158,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2010,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 108759169.583069,
      "yoy_growth_pct": -10.43953552621465,
      "cagr_3y_pct": -0.1754677516932701,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2011,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 136989313.12740427,
      "yoy_growth_pct": 25.956564078740428,
      "cagr_3y_pct": 1.3306350252829446,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2012,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 124521109.01520233,
      "yoy_growth_pct": -9.101588895920754,
      "cagr_3y_pct": 0.8396070724880023,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2013,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 130857438.1303385,
      "yoy_growth_pct": 5.0885582093254556,
      "cagr_3y_pct": 6.35979956445607,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2014,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 152946916.56019446,
      "yoy_growth_pct": 16.88056769677402,
      "cagr_3y_pct": 3.741218792487855,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2015,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 153960310.00179026,
      "yoy_growth_pct": 0.6625785366499715,
      "cagr_3y_pct": 7.330198437736302,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2016,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 155887759.18013752,
      "yoy_growth_pct": 1.2519130276659185,
      "cagr_3y_pct": 6.007811053702317,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2017,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 148256535.89071402,
      "yoy_growth_pct": -4.895331955221172,
      "cagr_3y_pct": -1.0328552600430752,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2018,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 141631307.1183621,
      "yoy_growth_pct": -4.468759999380834,
      "cagr_3y_pct": -2.743904800628505,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2019,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 141362806.07082486,
      "yoy_growth_pct": -0.18957746913459417,
      "cagr_3y_pct": -3.2076469752224335,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2020,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 168141476.8757574,
      "yoy_growth_pct": 18.943222442483233,
      "cagr_3y_pct": 4.284637649741518,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2021,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 179509782.1251639,
      "yoy_growth_pct": 6.761154630398991,
      "cagr_3y_pct": 8.220520611335601,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2022,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 186965450.1100492,
      "yoy_growth_pct": 4.153349135974538,
      "cagr_3y_pct": 9.767911372573245,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2023,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 194836626.16693467,
      "yoy_growth_pct": 4.209962884721463,
      "cagr_3y_pct": 5.034485950086731,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "export_value_usd": 210035070.77909613,
      "yoy_growth_pct": 7.800609624157384,
      "cagr_3y_pct": 5.374266821552576,
      "distance_km": 6353,
      "capital_distance_km": 6353,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "shares_ethnic_language": 0,
      "shared_religion": 0,
      "shared_legal_system": 0,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": 1,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 1,
      "importer_gdp_million_usd": 4223116.205968999,
      "importer_gdp_per_capita_usd": 50801.7848771783,
      "importer_population": 83129.288,
      "importer_biz_entry_days": 8,
      "importer_biz_entry_cost_pct": 6.5,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.024549290619424305,
      "scientific_collaboration": 0.014617035109038655,
      "avg_applied_tariff_pct": 1.4680178168346585,
      "avg_mfn_tariff_pct": 5.8782636827160495,
      "avg_preferential_tariff_pct": 1.2211828665749629,
      "tariff_advantage_pp": 4.657080816141087
    }
  ],
  "relatedAnomalies": [
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "CHE",
      "hs_code": "300490",
      "market_imports_usd": 41005734977.727264,
      "momentum_yoy_pct": 46965.397300713696,
      "anomaly_z_score": 4.148276200053312,
      "anomaly_type": "spike",
      "anomaly_severity": "100",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "Kenya",
      "importer_name": "Switzerland"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "TUR",
      "hs_code": "271019",
      "market_imports_usd": 23893438601.149174,
      "momentum_yoy_pct": 44702.610883830275,
      "anomaly_z_score": 4.074348620268644,
      "anomaly_type": "spike",
      "anomaly_severity": "100",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "Kenya",
      "importer_name": "TUR"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "271019",
      "market_imports_usd": 19171045683.569927,
      "momentum_yoy_pct": 11314436.65649366,
      "anomaly_z_score": 2.29540481641325,
      "anomaly_type": "spike",
      "anomaly_severity": "57.38512041033125",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "Kenya",
      "importer_name": "Germany"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "ARE",
      "hs_code": "711319",
      "market_imports_usd": 15829229480.380573,
      "momentum_yoy_pct": 3068783.2610919657,
      "anomaly_z_score": 4.472109623565372,
      "anomaly_type": "spike",
      "anomaly_severity": "100",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "Kenya",
      "importer_name": "ARE"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "DEU",
      "hs_code": "300212",
      "market_imports_usd": 7525211466.099886,
      "momentum_yoy_pct": 8584.27651659019,
      "anomaly_z_score": 2.3838862170018262,
      "anomaly_type": "spike",
      "anomaly_severity": "59.597155425045656",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "Kenya",
      "importer_name": "Germany"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "USA",
      "hs_code": "730890",
      "market_imports_usd": 6923064195.391989,
      "momentum_yoy_pct": 1435.9228411953673,
      "anomaly_z_score": 2.376230092932325,
      "anomaly_type": "spike",
      "anomaly_severity": "59.40575232330813",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "Kenya",
      "importer_name": "USA, Puerto Rico and US Virgin Islands"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "711319",
      "market_imports_usd": 6820508517.768291,
      "momentum_yoy_pct": 730.5671253356431,
      "anomaly_z_score": 2.1975486680492287,
      "anomaly_type": "spike",
      "anomaly_severity": "54.93871670123072",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "Kenya",
      "importer_name": "France"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "CHN",
      "hs_code": "382499",
      "market_imports_usd": 5728697367.473405,
      "momentum_yoy_pct": 8016.9239880179975,
      "anomaly_z_score": 2.412418949796527,
      "anomaly_type": "spike",
      "anomaly_severity": "60.310473744913175",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "Kenya",
      "importer_name": "CHN"
    }
  ],
  "links": {
    "html": "https://www.yugalinks.com/trade/signal/anomaly/ken-deu-940350",
    "markdown": "https://www.yugalinks.com/trade/signal/anomaly/ken-deu-940350/index.md",
    "json": "https://www.yugalinks.com/trade/signal/anomaly/ken-deu-940350/index.json",
    "jsonLd": "https://www.yugalinks.com/trade/signal/anomaly/ken-deu-940350/index.ld.json",
    "dataSources": "https://www.yugalinks.com/data-sources",
    "methodology": "https://www.yugalinks.com/methodology"
  },
  "methodology": {
    "summary": "Reported trade observations and calculated indicators are shown separately. An unusual movement is a research prompt, not a causal conclusion or commercial forecast.",
    "url": "https://www.yugalinks.com/methodology"
  },
  "generatedAt": "2026-09-03T09:09:03.905Z",
  "artifactContract": {
    "html": "Full visual page",
    "markdown": "Readable page content and evidence",
    "json": "Complete page data",
    "jsonLd": "Page metadata, FAQ, and provenance"
  }
}