{
  "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 France trade anomaly | HS 090111 | Yugalinks",
    "description": "Reported trade anomaly for Kenya to France in coffee (HS 090111), with anomaly severity, market value, history, and context.",
    "canonical": "https://www.yugalinks.com/trade/signal/anomaly/ken-fra-090111",
    "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-FRA HS 090111",
      "url": "https://www.yugalinks.com/trade/signal/anomaly/ken-fra-090111"
    }
  ],
  "sections": [
    "overview",
    "history",
    "context",
    "related-movements",
    "faq",
    "data-source"
  ],
  "anomaly": {
    "year": 2024,
    "exporter_iso3": "KEN",
    "importer_iso3": "FRA",
    "hs_code": "090111",
    "market_imports_usd": 831001392.5546477,
    "momentum_yoy_pct": 342.92805131728034,
    "anomaly_z_score": 3.4001218803867896,
    "anomaly_type": "spike",
    "anomaly_severity": "85.00304700966974",
    "new_corridor_signal_type": "",
    "new_corridor_signal_strength": 0
  },
  "opportunity": {
    "exporter_iso3": "KEN",
    "importer_iso3": "FRA",
    "hs_code": "090111",
    "hs_description": "Coffee: not roasted or decaffeinated",
    "hs_chapter": "09",
    "hs_heading": "0901",
    "price_range_label": "Medium price range",
    "trade_type_label": "One-way trade",
    "substitution_elasticity": -5.9517212,
    "buyer_imports_latest_usd": 831001392.5546483,
    "buyer_imports_avg_usd": 536515371.65187955,
    "buyer_imports_peak_usd": 831001392.5546483,
    "buyer_cagr_full_pct": 0.5844,
    "buyer_yoy_avg_pct": 2.0614,
    "buyer_yoy_latest_pct": 11.3762,
    "buyer_trend_consistency_pct": 48.2759,
    "buyer_imports_proj_3y_usd": 845655900.56,
    "buyer_imports_proj_5y_usd": 855568864.38,
    "buyer_gdp_mn_latest": 2937472.7579530003,
    "buyer_gdp_pc_latest": 43519,
    "buyer_population_latest": 67499.344,
    "buyer_investment_rate": 23.51,
    "buyer_savings_rate": 22.88,
    "buyer_edu_secondary": 95.39,
    "buyer_gdp_mn_2030_proj": 3077177.5,
    "buyer_gdp_pc_2030_proj": 45046.24,
    "buyer_gdp_pc_growth_pct": 3.51,
    "buyer_gdp_mn_growth_pct": 4.76,
    "buyer_pop_growth_pct": 1.2,
    "exports_latest_usd": 5145106.948987227,
    "exports_avg_usd": 3545265.551676584,
    "exports_peak_usd": 13608950.240946291,
    "share_latest_pct": 0.6191454063837657,
    "share_avg_pct": 0.6499002536204684,
    "share_peak_pct": 1.984956954808376,
    "share_change_1y_pp": 0.46345862354361766,
    "share_trend_pp_per_yr": -0.020848,
    "cagr_full_pct": -1.7512,
    "yoy_avg_pct": 24.7694,
    "yoy_latest_pct": 342.9281,
    "trend_consistency_pct": 44.8276,
    "exports_proj_3y_usd": 4879516.46,
    "exports_proj_5y_usd": 4710117.14,
    "your_share_gap_pp": 25.7588,
    "addressable_proj_3y_usd": 217830974.05,
    "addressable_proj_5y_usd": 220384436.48,
    "peer_best_share_pct": 26.377964556019617,
    "peer_top_exporter": "BRA",
    "num_suppliers_latest": 113,
    "buyer_herfindahl_index": 1344.99,
    "distance_km": 6491.40234375,
    "shares_official_language": 0,
    "common_spoken_language_score": 0.025200001895427704,
    "has_wto_reported_fta": 0,
    "buyer_is_eu_member": 1,
    "buyer_biz_entry_days": 4,
    "shared_legal_system": 0,
    "shared_religion": 0,
    "shares_land_border": 0,
    "buyer_is_wto_member": 1,
    "lane_volatility_cv": 0.791642532477975,
    "lane_max_drawdown_pct": 94.83152125670523,
    "signal_flag": "Stable",
    "lane_data_years": 30,
    "lane_last_year": 2024
  },
  "lane": {
    "exporter_iso3": "KEN",
    "importer_iso3": "FRA",
    "hs_code": "090111",
    "hs_description": "Coffee: not roasted or decaffeinated",
    "hs_chapter": "09",
    "hs_heading": "0901",
    "price_range_label": "Medium price range",
    "trade_type_label": "One-way trade",
    "substitution_elasticity": -5.9517212,
    "buyer_imports_latest_usd": 831001392.5546483,
    "buyer_imports_avg_usd": 536515371.65187955,
    "buyer_imports_peak_usd": 831001392.5546483,
    "buyer_cagr_full_pct": 0.5844,
    "buyer_yoy_avg_pct": 2.0614,
    "buyer_yoy_latest_pct": 11.3762,
    "buyer_trend_consistency_pct": 48.2759,
    "buyer_imports_proj_3y_usd": 845655900.56,
    "buyer_imports_proj_5y_usd": 855568864.38,
    "buyer_gdp_mn_latest": 2937472.7579530003,
    "buyer_gdp_pc_latest": 43519,
    "buyer_population_latest": 67499.344,
    "buyer_investment_rate": 23.51,
    "buyer_savings_rate": 22.88,
    "buyer_edu_secondary": 95.39,
    "buyer_gdp_mn_2030_proj": 3077177.5,
    "buyer_gdp_pc_2030_proj": 45046.24,
    "buyer_gdp_pc_growth_pct": 3.51,
    "buyer_gdp_mn_growth_pct": 4.76,
    "buyer_pop_growth_pct": 1.2,
    "exports_latest_usd": 5145106.948987227,
    "exports_avg_usd": 3545265.551676584,
    "exports_peak_usd": 13608950.240946291,
    "share_latest_pct": 0.6191454063837657,
    "share_avg_pct": 0.6499002536204684,
    "share_peak_pct": 1.984956954808376,
    "share_change_1y_pp": 0.46345862354361766,
    "share_trend_pp_per_yr": -0.020848,
    "cagr_full_pct": -1.7512,
    "yoy_avg_pct": 24.7694,
    "yoy_latest_pct": 342.9281,
    "trend_consistency_pct": 44.8276,
    "exports_proj_3y_usd": 4879516.46,
    "exports_proj_5y_usd": 4710117.14,
    "your_share_gap_pp": 25.7588,
    "addressable_proj_3y_usd": 217830974.05,
    "addressable_proj_5y_usd": 220384436.48,
    "peer_best_share_pct": 26.377964556019617,
    "peer_top_exporter": "BRA",
    "num_suppliers_latest": 113,
    "buyer_herfindahl_index": 1344.99,
    "distance_km": 6491.40234375,
    "shares_official_language": 0,
    "common_spoken_language_score": 0.025200001895427704,
    "has_wto_reported_fta": 0,
    "buyer_is_eu_member": 1,
    "buyer_biz_entry_days": 4,
    "shared_legal_system": 0,
    "shared_religion": 0,
    "shares_land_border": 0,
    "buyer_is_wto_member": 1,
    "lane_volatility_cv": 0.791642532477975,
    "lane_max_drawdown_pct": 94.83152125670523,
    "signal_flag": "Stable",
    "lane_data_years": 30,
    "lane_last_year": 2024,
    "access_data_year": 2024,
    "avg_applied_tariff_pct": 1.4809610734740284,
    "avg_mfn_tariff_pct": 5.920413126868687,
    "avg_preferential_tariff_pct": 1.200052864235014,
    "tariff_advantage_pp": 4.720360262633673,
    "rta_coverage_ratio": 1,
    "buyer_macro_latest_year": 2024,
    "buyer_gdp_5y_cagr_pct": 3.025953008194504,
    "buyer_gdp_pc_5y_cagr_pct": 2.671974083461248,
    "buyer_population_5y_cagr_pct": 0.34476684401285596,
    "buyer_investment_5y_avg_pct": 23.700000000000003,
    "buyer_savings_5y_avg_pct": 23.02,
    "current_below_peak_usd": 8463843.291959064,
    "current_below_peak_pct": 62.19321212956787,
    "latest_vs_historical_avg_pct": 45.126137210062176,
    "share_change_all_pp": -0.62544,
    "volatility_label": "Variable",
    "drawdown_label": "Still more than 50% below historical peak",
    "competition_label": "Competitive buyer market",
    "demand_label": "Buyer demand stable or growing",
    "access_label": "Standard market access",
    "macro_resilience_label": "Buyer macro trend resilient",
    "risk_driver_labels": [
      "unrecovered_drawdown"
    ],
    "risk_driver_count": 1,
    "attention_level": "Watch",
    "primary_risk_reason": "Current trade remains more than 50% below its historical peak"
  },
  "routeHistory": [
    {
      "year": 1995,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 8588119.125004113,
      "yoy_growth_pct": null,
      "cagr_3y_pct": null
    },
    {
      "year": 1996,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 7082224.927142186,
      "yoy_growth_pct": -17.534621678424912,
      "cagr_3y_pct": null
    },
    {
      "year": 1997,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 13608950.240946291,
      "yoy_growth_pct": 92.15642514813158,
      "cagr_3y_pct": null
    },
    {
      "year": 1998,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 7611852.437761835,
      "yoy_growth_pct": -44.06730641971581,
      "cagr_3y_pct": -3.942613372653281
    },
    {
      "year": 1999,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 1851794.6305396995,
      "yoy_growth_pct": -75.67222110937038,
      "cagr_3y_pct": -36.05483657422425
    },
    {
      "year": 2000,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 4002467.908492821,
      "yoy_growth_pct": 116.13994567671439,
      "cagr_3y_pct": -33.49804529836569
    },
    {
      "year": 2001,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 2372006.765055965,
      "yoy_growth_pct": -40.73639516202457,
      "cagr_3y_pct": -32.203305338178176
    },
    {
      "year": 2002,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 703375.7003888707,
      "yoy_growth_pct": -70.34680883921192,
      "cagr_3y_pct": -27.57894507336759
    },
    {
      "year": 2003,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 2296649.3850334478,
      "yoy_growth_pct": 226.51815861192168,
      "cagr_3y_pct": -16.90231081102561
    },
    {
      "year": 2004,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 1326158.9472223097,
      "yoy_growth_pct": -42.25679566657077,
      "cagr_3y_pct": -17.61909623037442
    },
    {
      "year": 2005,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 2810919.495846039,
      "yoy_growth_pct": 111.9594715048009,
      "cagr_3y_pct": 58.69150625325366
    },
    {
      "year": 2006,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 1110853.1330115802,
      "yoy_growth_pct": -60.480791618073994,
      "cagr_3y_pct": -21.50283326666115
    },
    {
      "year": 2007,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 2258238.085339505,
      "yoy_growth_pct": 103.2886272929082,
      "cagr_3y_pct": 19.4147707645445
    },
    {
      "year": 2008,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 1663694.0842448156,
      "yoy_growth_pct": -26.327782041870286,
      "cagr_3y_pct": -16.0394989683014
    },
    {
      "year": 2009,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 1836774.8823922228,
      "yoy_growth_pct": 10.40340287234789,
      "cagr_3y_pct": 18.249622382303386
    },
    {
      "year": 2010,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 2085120.7375653852,
      "yoy_growth_pct": 13.520756275244562,
      "cagr_3y_pct": -2.62357488385061
    },
    {
      "year": 2011,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 5257215.198548133,
      "yoy_growth_pct": 152.13001356873593,
      "cagr_3y_pct": 46.74413777563786
    },
    {
      "year": 2012,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 5080342.03918169,
      "yoy_growth_pct": -3.3643888006579803,
      "cagr_3y_pct": 40.371521375882914
    },
    {
      "year": 2013,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 5862449.02975256,
      "yoy_growth_pct": 15.39477036268304,
      "cagr_3y_pct": 41.13973274771803
    },
    {
      "year": 2014,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 3689043.5120918406,
      "yoy_growth_pct": -37.07333755279496,
      "cagr_3y_pct": -11.137333494757574
    },
    {
      "year": 2015,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 5349819.811203257,
      "yoy_growth_pct": 45.01915723324412,
      "cagr_3y_pct": 1.7377356353522222
    },
    {
      "year": 2016,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 2933943.2697525676,
      "yoy_growth_pct": -45.158091799494116,
      "cagr_3y_pct": -20.605416011455723
    },
    {
      "year": 2017,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 3263708.517432773,
      "yoy_growth_pct": 11.239659985246275,
      "cagr_3y_pct": -4.001187167650222
    },
    {
      "year": 2018,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 2051389.511497653,
      "yoy_growth_pct": -37.14544357927919,
      "cagr_3y_pct": -27.34988178017209
    },
    {
      "year": 2019,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 1853744.7169027026,
      "yoy_growth_pct": -9.634679005970758,
      "cagr_3y_pct": -14.19102030485081
    },
    {
      "year": 2020,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 904158.173202624,
      "yoy_growth_pct": -51.22531355270314,
      "cagr_3y_pct": -34.81049512140088
    },
    {
      "year": 2021,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 1419943.8924118297,
      "yoy_growth_pct": 57.04596103823716,
      "cagr_3y_pct": -11.541205257430532
    },
    {
      "year": 2022,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 1176289.0926070064,
      "yoy_growth_pct": -17.15946673012313,
      "cagr_3y_pct": -14.068040607903075
    },
    {
      "year": 2023,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 1161612.3507385761,
      "yoy_growth_pct": -1.2477155454958977,
      "cagr_3y_pct": 8.710694311603916
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "hs_code": "090111",
      "export_value_usd": 5145106.948987227,
      "yoy_growth_pct": 342.92805131728034,
      "cagr_3y_pct": 53.59405545825038
    }
  ],
  "corridorHistory": [
    {
      "year": 1995,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 53696099.931641564,
      "yoy_growth_pct": null,
      "cagr_3y_pct": null,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 1996,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 55247641.064565346,
      "yoy_growth_pct": 2.8894857073400004,
      "cagr_3y_pct": null,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 1997,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 63598648.77423494,
      "yoy_growth_pct": 15.115591451063338,
      "cagr_3y_pct": null,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 1998,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 48179563.264005095,
      "yoy_growth_pct": -24.244360229987183,
      "cagr_3y_pct": -3.5490065446249885,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 1999,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 55355528.9130388,
      "yoy_growth_pct": 14.894210662957285,
      "cagr_3y_pct": 0.06505116147570433,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2000,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 51332060.06447029,
      "yoy_growth_pct": -7.268413702431076,
      "cagr_3y_pct": -6.893442730441368,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2001,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 52029355.2250273,
      "yoy_growth_pct": 1.3584008895829225,
      "cagr_3y_pct": 2.5955510232095635,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2002,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 44274138.75970455,
      "yoy_growth_pct": -14.905463332730895,
      "cagr_3y_pct": -7.1754101310984915,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2003,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 66066821.8237298,
      "yoy_growth_pct": 49.222150163787106,
      "cagr_3y_pct": 8.77562162778418,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2004,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 83938201.78587845,
      "yoy_growth_pct": 27.050461137408057,
      "cagr_3y_pct": 17.283541743574293,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2005,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 93642254.94740035,
      "yoy_growth_pct": 11.560949549856181,
      "cagr_3y_pct": 28.363213369691298,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2006,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 89791654.30921404,
      "yoy_growth_pct": -4.112033227253253,
      "cagr_3y_pct": 10.768817434160871,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2007,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 80217764.16571282,
      "yoy_growth_pct": -10.662338518156457,
      "cagr_3y_pct": -1.4998336321139005,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2008,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 96348513.8582971,
      "yoy_growth_pct": 20.108700186733675,
      "cagr_3y_pct": 0.954198620057034,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2009,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 72627118.63934039,
      "yoy_growth_pct": -24.62040592950353,
      "cagr_3y_pct": -6.827528910253299,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2010,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 81872656.68031344,
      "yoy_growth_pct": 12.730145728189424,
      "cagr_3y_pct": 0.6829912921853643,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2011,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 92554633.87936102,
      "yoy_growth_pct": 13.047063124819914,
      "cagr_3y_pct": -1.3301694583945256,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2012,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 82357999.23100622,
      "yoy_growth_pct": -11.016881836133086,
      "cagr_3y_pct": 4.280312583313961,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2013,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 82454374.96128899,
      "yoy_growth_pct": 0.11702048517769903,
      "cagr_3y_pct": 0.2362799268636362,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2014,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 79845525.0280897,
      "yoy_growth_pct": -3.1639921282819783,
      "cagr_3y_pct": -4.804269410381467,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2015,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 80152555.84802513,
      "yoy_growth_pct": 0.38453103017033197,
      "cagr_3y_pct": -0.9007131237222854,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2016,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 80986619.02271955,
      "yoy_growth_pct": 1.0405946084562245,
      "cagr_3y_pct": -0.5969168570267969,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2017,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 94912171.76207848,
      "yoy_growth_pct": 17.194880966017777,
      "cagr_3y_pct": 5.931171856703554,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2018,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 102555646.6488966,
      "yoy_growth_pct": 8.05320829237628,
      "cagr_3y_pct": 8.562724525712074,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2019,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 100316840.8507692,
      "yoy_growth_pct": -2.1830156322762417,
      "cagr_3y_pct": 7.395691686414563,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2020,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 96366752.27855676,
      "yoy_growth_pct": -3.9376126069286532,
      "cagr_3y_pct": 0.5082637179273597,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2021,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 115786324.7391169,
      "yoy_growth_pct": 20.151734910009345,
      "cagr_3y_pct": 4.127609248247133,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2022,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 95779726.99313864,
      "yoy_growth_pct": -17.27889523314259,
      "cagr_3y_pct": -1.5309119239776958,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2023,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 114704502.81549558,
      "yoy_growth_pct": 19.75864456547538,
      "cagr_3y_pct": 5.978495049179178,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "FRA",
      "export_value_usd": 118720892.3853511,
      "yoy_growth_pct": 3.501509941868597,
      "cagr_3y_pct": 0.8377843256315964,
      "distance_km": 6469,
      "capital_distance_km": 6469,
      "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": 2937472.757953,
      "importer_gdp_per_capita_usd": 43518.5378683532,
      "importer_population": 67499.344,
      "importer_biz_entry_days": 4,
      "importer_biz_entry_cost_pct": 0.7,
      "exporter_gdp_million_usd": 110347.079517,
      "exporter_gdp_per_capita_usd": 2006.832203582084,
      "diplomatic_disagreement": 0.05771027547012227,
      "scientific_collaboration": 0.0329395571863052,
      "avg_applied_tariff_pct": 1.4809610734740284,
      "avg_mfn_tariff_pct": 5.920413126868687,
      "avg_preferential_tariff_pct": 1.200052864235014,
      "tariff_advantage_pp": 4.720360262633673
    }
  ],
  "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-fra-090111",
    "markdown": "https://www.yugalinks.com/trade/signal/anomaly/ken-fra-090111/index.md",
    "json": "https://www.yugalinks.com/trade/signal/anomaly/ken-fra-090111/index.json",
    "jsonLd": "https://www.yugalinks.com/trade/signal/anomaly/ken-fra-090111/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": "2026-09-03T09:09:04.004Z",
  "artifactContract": {
    "html": "Full visual page",
    "markdown": "Readable page content and evidence",
    "json": "Complete page data",
    "jsonLd": "Page metadata, FAQ, and provenance"
  }
}