# Kenya Export Profile: Data, Markets & Sectors | Yugalinks

> Published by **Yugalinks**, global trade intelligence for growing businesses.
>
> Contact: [support@yugalinks.com](mailto:support@yugalinks.com) | [Follow Yugalinks on LinkedIn](https://in.linkedin.com/company/yugalinks)

Explore Kenya's export profile with OECD trade data: exports, top markets, HS2 and HS4 sectors, economy context, trade history, and calculated market signals.

Canonical: https://www.yugalinks.com/trade/country-export/KEN

## Kenya export profile overview

This country export profile is designed for export market research, country comparison, and trade-route analysis. It brings together the latest reported exports and imports, trade balance, annual export history, leading destination markets, HS2 export sectors, partner breadth, tariff context, and calculated exposure indicators in one structured view.

In 2024, Kenya recorded $8.8B in exports and $24.3B in imports. Exports changed +11.1% year on year and show a calculated +6.6% three-year CAGR. United Arab Emirates was the largest displayed destination and Coffee, tea and spices was the largest displayed HS2 sector by value.

The primary trade series is OECD BIMTS. Supporting bilateral context is attributed to CEPII BACI. Reported values and calculated indicators are kept distinct so readers can use the page for research without treating derived measures as forecasts.

## Page details

- Country: **Kenya (KEN)**
- Coverage: **1995-2024** (30 observed years)
- Latest reported year: **2024**
- Publisher: [Yugalinks](https://www.yugalinks.com/)

## Country snapshot

| Measure | Value |
| --- | ---: |
| Latest reported exports | $8.8B |
| Latest reported imports | $24.3B |
| Trade balance | -$15.5B |
| Latest exports year-on-year change | +11.1% |
| Exports 3-year CAGR | +6.6% |
| Active partner markets | 270 |
| FTA partner markets | 11 |
| Country attention level | Watch |

## Economy and structural context

The macroeconomic context helps readers interpret Kenya's merchandise export scale. These indicators describe the available country environment and are not forecasts of company performance.

| Measure | Value |
| --- | ---: |
| GDP | $120.3B |
| GDP per capita | $2.1K |
| Population | 56.4M |
| Labor force | 28.3K |
| Investment rate | 19.7% |
| Savings rate | 6.4% |
| Trade openness | 44% |
| Merchandise exports / GDP | 11.7% |
| Secondary education | 37.5% |
| Tertiary education | 7.4% |

## Destination risk and emerging corridor signals

These are calculated indicators for follow-up research. They are not recommendations, ratings, or forecasts.

| Destination | Attention | Attention share | Below peak | Applied tariff | Primary reason |
| --- | --- | ---: | ---: | ---: | --- |
| Rwanda (RWA) | Critical attention | 81.1% | 22.5% | 28.1% | Buyer-market concentration is the largest observed corridor exposure |
| USA, Puerto Rico and US Virgin Islands (USA) | High attention | 52.6% | 23.6% | 2% | Tariff, distance or agreement conditions create market-access friction |
| United Rep. of Tanzania (TZA) | High attention | 67.6% | 31.5% | 13.9% | Buyer-market concentration is the largest observed corridor exposure |
| Republic of Korea (KOR) | Critical attention | 95.1% | 50.2% | 14.6% | Tariff, distance or agreement conditions create market-access friction |
| Pakistan (PAK) | High attention | 99.1% | 0.8% | 40.1% | Buyer-market concentration is the largest observed corridor exposure |
| Uganda (UGA) | High attention | 84.6% | 19.9% | 12.2% | Buyer-market concentration is the largest observed corridor exposure |

### Emerging corridor signals

| Destination | HS6 | Signal | Market imports | Current share | Strength |
| --- | ---: | --- | ---: | ---: | ---: |
| United Arab Emirates (ARE) | 261510 | new | $4.8M | 2.4% | 100 |
| China (CHN) | 230800 | new | $63.1M | 0.9% | 100 |
| World excl. Intra-EU (WXD) | 290323 | new | $132.6K | 76.5% | 100 |
| Former Arab Republic of Yemen (YEM) | 151219 | new | $36.9M | 3.7% | 100 |
| Nigeria (NGA) | 850239 | new | $94.5M | 0.6% | 100 |
| Former Arab Republic of Yemen (YEM) | 151620 | new | $11.6M | 4.5% | 100 |
| Mexico (MEX) | 080212 | new | $106.7M | 0.1% | 100 |
| Zimbabwe (ZWE) | 844316 | new | $1.3M | 29.9% | 100 |
| Malta (MLT) | 847150 | new | $14.6M | 1.1% | 100 |
| Norway (NOR) | 760900 | new | $4.5M | 7.7% | 100 |

## Market opportunity signals

These product-market combinations are ranked by the service's calculated addressable three-year value field. They organize follow-up research and are not forecasts or recommendations.

| Rank | Market and HS6 | Buyer imports | Addressable 3-year value | Current share | Demand signal |
| ---: | --- | ---: | ---: | ---: | --- |
| 1 | China (CHN), HS6 260111: Iron ores and concentrates: non-agglomerated | $111.0B | $119.1B | 0% | Growing (-2.6%) |
| 2 | USA, Puerto Rico and US Virgin Islands (USA), HS6 270900: Oils: petroleum oils and oils obtained from bituminous minerals, crude | $165.0B | $115.5B | 0% | Slowing (+1.1%) |
| 3 | China (CHN), HS6 270900: Oils: petroleum oils and oils obtained from bituminous minerals, crude | $291.6B | $98.5B | 0% | Declining (-6.7%) |
| 4 | China (CHN), HS6 854231: Electronic integrated circuits: processors and controllers, whether or not combined with memories, converters, logic circuits, amplifiers, clock and timing circuits, or other circuits | $158.0B | $93.1B | 0% | Slowing (+10.5%) |
| 5 | India (IND), HS6 270900: Oils: petroleum oils and oils obtained from bituminous minerals, crude | $130.1B | $73.0B | 0% | Declining (-0.5%) |
| 6 | China (CHN), HS6 854232: Electronic integrated circuits: memories | $80.6B | $65.7B | 0% | Accelerating (+20.6%) |
| 7 | China (CHN), HS6 710812: Metals: gold, non-monetary, unwrought (but not powder) | $80.8B | $64.9B | 0% | Growing (+2.4%) |
| 8 | China (CHN), HS6 120190: Soya beans: other than seed, whether or not broken | $47.8B | $62.4B | 0% | Declining (-13.5%) |

## Detailed export portfolio by HS4

HS4 rows provide more detail beneath the top HS2 sector summary. The parent HS2 sector is retained to keep the product hierarchy clear.

| Rank | HS4 | Parent HS2 sector | Exports | Share | Active HS6 |
| ---: | ---: | --- | ---: | ---: | ---: |
| 1 | 0902 | Coffee, tea and spices (09) | $1.4B | 15.9% | 4 |
| 2 | 7108 | Precious stones and metals (71) | $847.0M | 9.6% | 3 |
| 3 | 0603 | Live plants and cut flowers (06) | $796.9M | 9% | 7 |
| 4 | 2710 | Mineral fuels (27) | $489.2M | 5.5% | 5 |
| 5 | 0901 | Coffee, tea and spices (09) | $290.7M | 3.3% | 5 |
| 6 | 0804 | Edible fruit and nuts (08) | $284.1M | 3.2% | 5 |
| 7 | 2523 | Salt, sulphur, earths and stone (25) | $146.5M | 1.7% | 5 |
| 8 | 0204 | Meat and edible meat offal (02) | $142.0M | 1.6% | 9 |
| 9 | 3004 | Pharmaceutical products (30) | $136.4M | 1.5% | 12 |
| 10 | 6203 | Non-knitted clothing (62) | $119.5M | 1.4% | 14 |
| 11 | 7210 | Iron and steel (72) | $117.8M | 1.3% | 11 |
| 12 | 9999 | HS2 sector 99 (99) | $116.2M | 1.3% | 1 |

## Leading export destinations

| Rank | Destination | ISO3 | Latest exports | Share | YoY | 3-year CAGR |
| ---: | --- | --- | ---: | ---: | ---: | ---: |
| 1 | United Arab Emirates | ARE | $1.3B | 14.8% | +56.3% | +30.2% |
| 2 | Uganda | UGA | $852.2M | 9.6% | +2.5% | +1% |
| 3 | USA, Puerto Rico and US Virgin Islands | USA | $691.5M | 7.8% | -11.7% | +3.4% |
| 4 | Pakistan | PAK | $550.2M | 6.2% | +7.7% | +5% |
| 5 | Netherlands | NLD | $526.1M | 6% | +1.7% | +0.2% |
| 6 | United Kingdom | GBR | $484.8M | 5.5% | +14% | +0.7% |
| 7 | United Rep. of Tanzania | TZA | $407.1M | 4.6% | -2.1% | +0.5% |
| 8 | Rwanda | RWA | $312.5M | 3.5% | +42.7% | +4% |
| 9 | Egypt | EGY | $234.2M | 2.7% | -11.2% | +1.7% |
| 10 | South Sudan | SSD | $219.6M | 2.5% | -3.1% | +12.3% |

## Export portfolio by HS2

| Rank | HS2 | Sector | Exports | Share | Export partners | Active HS6 |
| ---: | ---: | --- | ---: | ---: | ---: | ---: |
| 1 | 09 | Coffee, tea and spices | $1.7B | 19.3% | 141 | 39 |
| 2 | 06 | Live plants and cut flowers | $889.1M | 10.1% | 147 | 16 |
| 3 | 71 | Precious stones and metals | $860.8M | 9.7% | 89 | 41 |
| 4 | 27 | Mineral fuels | $501.9M | 5.7% | 134 | 39 |
| 5 | 08 | Edible fruit and nuts | $371.9M | 4.2% | 113 | 68 |
| 6 | 07 | Vegetables | $301.7M | 3.4% | 104 | 64 |
| 7 | 61 | Knitted clothing | $292.7M | 3.3% | 130 | 106 |
| 8 | 15 | Animal and vegetable fats | $268.9M | 3% | 90 | 44 |
| 9 | 62 | Non-knitted clothing | $246.4M | 2.8% | 133 | 112 |
| 10 | 25 | Salt, sulphur, earths and stone | $218.3M | 2.5% | 62 | 65 |

## Annual export history

| Year | Exports | Imports | Trade balance | Exports YoY | Exports 3-year CAGR |
| ---: | ---: | ---: | ---: | ---: | ---: |
| 1995 | $1.8B | $3.0B | -$1.1B | Not reported | Not reported |
| 1996 | $2.0B | $2.8B | -$757.2M | +10.9% | Not reported |
| 1997 | $1.9B | $2.9B | -$951.7M | -4.2% | Not reported |
| 1998 | $1.9B | $2.9B | -$926.8M | -0.6% | +1.8% |
| 1999 | $1.8B | $2.6B | -$755.7M | -7% | -3.9% |
| 2000 | $1.8B | $3.0B | -$1.2B | -1.9% | -3.2% |
| 2001 | $1.8B | $3.8B | -$2.0B | +1.6% | -2.5% |
| 2002 | $1.9B | $3.5B | -$1.6B | +4.7% | +1.4% |
| 2003 | $2.7B | $3.9B | -$1.3B | +42.3% | +14.8% |
| 2004 | $2.9B | $4.8B | -$1.8B | +10.2% | +18% |
| 2005 | $3.4B | $6.2B | -$2.8B | +15.4% | +21.9% |
| 2006 | $3.5B | $8.2B | -$4.7B | +4.2% | +9.8% |
| 2007 | $3.9B | $9.8B | -$5.9B | +10.8% | +10% |
| 2008 | $4.9B | $12.2B | -$7.3B | +25.5% | +13.2% |
| 2009 | $4.4B | $11.0B | -$6.6B | -11.2% | +7.3% |
| 2010 | $4.9B | $12.8B | -$7.9B | +11.8% | +7.6% |
| 2011 | $5.6B | $15.5B | -$9.8B | +15.1% | +4.5% |
| 2012 | $6.0B | $17.7B | -$11.7B | +6.3% | +11% |
| 2013 | $6.1B | $18.4B | -$12.3B | +2% | +7.7% |
| 2014 | $6.6B | $22.0B | -$15.5B | +7.6% | +5.3% |
| 2015 | $6.3B | $19.0B | -$12.7B | -4.5% | +1.6% |
| 2016 | $5.9B | $16.7B | -$10.8B | -5.1% | -0.8% |
| 2017 | $5.8B | $18.0B | -$12.2B | -2.6% | -4.1% |
| 2018 | $6.2B | $19.4B | -$13.2B | +6.6% | -0.5% |
| 2019 | $7.2B | $18.6B | -$11.3B | +17.1% | +6.7% |
| 2020 | $7.0B | $17.7B | -$10.7B | -3.8% | +6.3% |
| 2021 | $7.3B | $22.2B | -$14.9B | +4.8% | +5.7% |
| 2022 | $7.9B | $26.2B | -$18.4B | +8.3% | +3% |
| 2023 | $8.0B | $24.6B | -$16.7B | +0.8% | +4.6% |
| 2024 | $8.8B | $24.3B | -$15.5B | +11.1% | +6.6% |

## Partner and access context

- Average partner distance: 7,449 km.
- Partners with reported FTA context: 4.1%.
- Average applied tariff context: 0.1%.
- Average MFN tariff context: 0.1%.
- Tariff advantage indicator: +0.1 pp.
- Shared-border partners: 6.
- Shared-language partners: 77.

## Exposure context

- Attention share: 51.2% of covered export value.
- Critical share: 1.2% of covered export value.
- Export-weighted value below peak: 16.2%.
- FTA-covered exports: 22.2%.
- Export-weighted tariff context: 0.1%.
- Primary context: Market access exposure.
- Macro context: Macro trend resilient.

## Definitions and coverage

Exports, imports, trade balance, annual history, destination rows, HS2 sector rows, and HS4 rows describe reported merchandise trade observations for the stated country and year.

CAGR, year-on-year change, destination share, sector share, HHI, tariff context, distance averages, exposure shares, route risk context, emerging-corridor signals, addressable-value fields, and momentum are calculated or classified from the available observations.

Missing values are shown as Not reported and are not estimated.

## Complete structured values

The JSON block below contains the complete country profile, exposure context, annual history, sector rows, destination rows, source metadata, and links published with this page.

```json
{
  "template": "T10",
  "canonicalTemplate": "TS-COUNTRY-10-EXPORT-CAPABILITY-PROFILE",
  "pageType": "Country export capability profile",
  "source": "reported",
  "generatedAt": "2026-08-28T13:26:17.974Z",
  "seo": {
    "title": "Kenya Export Profile: Data, Markets & Sectors | Yugalinks",
    "description": "Explore Kenya's export profile with OECD trade data: exports, top markets, HS2 and HS4 sectors, economy context, trade history, and calculated market signals.",
    "keywords": [
      "Kenya export profile",
      "Kenya export data",
      "Kenya trade data",
      "Kenya export markets",
      "Kenya HS2 exports",
      "Kenya HS4 exports",
      "Kenya trade balance",
      "Kenya economic profile",
      "Kenya export opportunities",
      "OECD trade statistics",
      "export market research"
    ]
  },
  "publisher": {
    "name": "Yugalinks",
    "url": "https://www.yugalinks.com",
    "email": "support@yugalinks.com",
    "linkedin": "https://in.linkedin.com/company/yugalinks"
  },
  "country": {
    "iso3": "KEN",
    "country_name": "Kenya",
    "iso2": ""
  },
  "dataCoverage": {
    "firstYear": 1995,
    "latestYear": 2024,
    "observedYears": 30
  },
  "profile": {
    "year": 2024,
    "country_iso3": "KEN",
    "exports_usd": 8833447937.269407,
    "imports_usd": 24313329830.086903,
    "trade_balance_usd": -15479881892.817495,
    "yoy_exports_growth_pct": 11.066567927876857,
    "yoy_imports_growth_pct": -1.1831142309630671,
    "exports_cagr_3y_pct": 6.625356627243595,
    "imports_cagr_3y_pct": 3.021165935551262,
    "export_partner_hhi": 567.961201990412,
    "export_product_hhi": 442.0530171105367,
    "momentum_score": 9.734204537686878,
    "risk_score": 5.050071095504743,
    "gdp_million_usd": 120339.55790593175,
    "gdp_per_capita_usd": 2132.4345209764665,
    "population": 56432944,
    "labor_force": 28323.65,
    "investment_rate_pct": 19.72,
    "savings_rate_pct": 6.42,
    "secondary_education_pct": 37.46,
    "tertiary_education_pct": 7.41,
    "total_factor_productivity": 214.67,
    "trade_openness_pct": 43.97718982898615,
    "exports_gdp_pct": 11.719697748851383,
    "num_active_partners": 270,
    "num_fta_partners": 11,
    "num_wto_partners": 169,
    "num_eu_partners": 28,
    "num_shared_border_partners": 6,
    "num_shared_language_partners": 77,
    "avg_partner_distance_km": 7448.510288065843,
    "avg_partner_gdp_million_usd": 533678518.32581943,
    "avg_partner_gdp_per_capita_usd": 15.774186170212769,
    "avg_buyer_biz_entry_days": null,
    "avg_buyer_biz_entry_cost_pct": null,
    "pct_partners_with_fta": 4.074074074074074,
    "pct_partners_shared_language": 28.51851851851852,
    "pct_partners_shared_border": 2.2222222222222223,
    "avg_applied_tariff_pct": 0.12783846511101915,
    "avg_mfn_tariff_pct": 0.13638167083102584,
    "avg_preferential_tariff_pct": 0.04051194870678045,
    "tariff_advantage_pp": 0.09586972212424538,
    "avg_distance_all_partners_km": 7548.744249191214,
    "num_border_partners": 145,
    "num_colonial_partners": 25,
    "avg_substitution_elasticity": -9.62642491263809,
    "pct_products_high_elasticity": 72.57926306769494,
    "pct_products_low_elasticity": 3.1990859754355903,
    "real_market_potential": 107488.45006895319,
    "foreign_market_potential": 13472.656069725052
  },
  "exposureContext": {
    "country_iso3": "KEN",
    "all_history_lane_count": 4683,
    "current_lane_count": 1951,
    "critical_lane_count": 5,
    "high_attention_lane_count": 361,
    "high_volatility_lane_count": 1206,
    "unrecovered_drawdown_lane_count": 736,
    "declining_demand_lane_count": 10,
    "concentrated_market_lane_count": 1089,
    "access_friction_lane_count": 352,
    "buyer_macro_weakness_lane_count": 163,
    "monitored_exports_current_usd": 7302831978.065478,
    "attention_exports_usd": 3737041629.6707716,
    "critical_exports_usd": 85803342.66789143,
    "high_volatility_exports_usd": 3703012262.2173905,
    "unrecovered_drawdown_exports_usd": 875199149.9072732,
    "non_fta_exports_usd": 5326728568.633323,
    "monitored_attention_share_pct": 51.17249911945413,
    "monitored_critical_share_pct": 1.1749324498442144,
    "fta_covered_exports_share_pct": 22.222304707354656,
    "export_weighted_volatility_cv": 1.0735872366412105,
    "export_weighted_below_peak_pct": 16.151573911494324,
    "export_weighted_distance_km": 5373.406376668913,
    "export_weighted_tariff_pct": 0.12759649832402276,
    "latest_data_year": 2024,
    "first_data_year": 1995,
    "country_years_count": 30,
    "total_exports_latest_usd": 8833447937.269407,
    "total_imports_latest_usd": 24313329830.086903,
    "trade_balance_latest_usd": -15479881892.817495,
    "exports_yoy_latest_pct": 11.066567927876857,
    "exports_cagr_3y_latest_pct": 6.625356627243595,
    "gdp_latest_million_usd": 120339.55790593175,
    "gdp_per_capita_latest_usd": 2132.4345209764665,
    "population_latest": 56432944,
    "investment_rate_latest_pct": 19.72,
    "savings_rate_latest_pct": 6.42,
    "trade_openness_latest_pct": 43.97718982898615,
    "exports_gdp_latest_pct": 11.719697748851383,
    "active_partners_latest": 270,
    "fta_partners_latest": 11,
    "foreign_market_potential_latest": 13472.656069725052,
    "gdp_5y_cagr_pct": 3.6939927181435905,
    "gdp_per_capita_5y_cagr_pct": 1.6964619039059992,
    "population_5y_cagr_pct": 1.9642087608958247,
    "partner_hhi_latest": 567.9612019904164,
    "partner_top1_share_latest_pct": 14.829093384179817,
    "partner_top3_share_latest_pct": 32.303950959927406,
    "partner_hhi_all_avg": 581.0346709294694,
    "partner_hhi_all_max": 755.2827242265665,
    "product_hhi_latest": 442.0530171105354,
    "product_top1_share_latest_pct": 15.233707854530168,
    "product_top3_share_latest_pct": 31.33220640121076,
    "product_hhi_all_avg": 534.3512468523843,
    "product_hhi_all_max": 803.4668803316515,
    "total_exports_attention_share_pct": 42.30558278272895,
    "total_exports_critical_share_pct": 0.9713459939677295,
    "attention_level": "Watch",
    "primary_risk_driver": "Market access exposure",
    "macro_resilience_label": "Macro trend resilient"
  },
  "history": [
    {
      "year": 1995,
      "country_iso3": "KEN",
      "exports_usd": 1829656740.9003854,
      "imports_usd": 2957638147.04051,
      "trade_balance_usd": -1127981406.1401248,
      "yoy_exports_growth_pct": null,
      "yoy_imports_growth_pct": null,
      "exports_cagr_3y_pct": null,
      "imports_cagr_3y_pct": null
    },
    {
      "year": 1996,
      "country_iso3": "KEN",
      "exports_usd": 2028725765.9589815,
      "imports_usd": 2785917358.688801,
      "trade_balance_usd": -757191592.7298193,
      "yoy_exports_growth_pct": 10.880129622599766,
      "yoy_imports_growth_pct": -5.806010736084721,
      "exports_cagr_3y_pct": null,
      "imports_cagr_3y_pct": null
    },
    {
      "year": 1997,
      "country_iso3": "KEN",
      "exports_usd": 1943883265.7186773,
      "imports_usd": 2895576807.6590314,
      "trade_balance_usd": -951693541.9403541,
      "yoy_exports_growth_pct": -4.182058593818816,
      "yoy_imports_growth_pct": 3.936206098440831,
      "exports_cagr_3y_pct": null,
      "imports_cagr_3y_pct": null
    },
    {
      "year": 1998,
      "country_iso3": "KEN",
      "exports_usd": 1932593184.7407494,
      "imports_usd": 2859354861.365413,
      "trade_balance_usd": -926761676.6246638,
      "yoy_exports_growth_pct": -0.5808003585932364,
      "yoy_imports_growth_pct": -1.2509406138980106,
      "exports_cagr_3y_pct": 1.8412234228500468,
      "imports_cagr_3y_pct": -1.1201787503322902
    },
    {
      "year": 1999,
      "country_iso3": "KEN",
      "exports_usd": 1797758556.370996,
      "imports_usd": 2553430039.260891,
      "trade_balance_usd": -755671482.889895,
      "yoy_exports_growth_pct": -6.97687591130779,
      "yoy_imports_growth_pct": -10.699085525832054,
      "exports_cagr_3y_pct": -3.9488269556404387,
      "imports_cagr_3y_pct": -2.862875168221679
    },
    {
      "year": 2000,
      "country_iso3": "KEN",
      "exports_usd": 1763625534.961489,
      "imports_usd": 2973627840.719507,
      "trade_balance_usd": -1210002305.7580183,
      "yoy_exports_growth_pct": -1.89864324597675,
      "yoy_imports_growth_pct": 16.456209686490798,
      "exports_cagr_3y_pct": -3.1918177096495692,
      "imports_cagr_3y_pct": 0.8905543381982683
    },
    {
      "year": 2001,
      "country_iso3": "KEN",
      "exports_usd": 1792165273.4224963,
      "imports_usd": 3836072299.1548457,
      "trade_balance_usd": -2043907025.7323494,
      "yoy_exports_growth_pct": 1.6182425291109581,
      "yoy_imports_growth_pct": 29.00310679855147,
      "exports_cagr_3y_pct": -2.483253176776079,
      "imports_cagr_3y_pct": 10.29087331475884
    },
    {
      "year": 2002,
      "country_iso3": "KEN",
      "exports_usd": 1876718047.3242443,
      "imports_usd": 3523241298.6719112,
      "trade_balance_usd": -1646523251.347667,
      "yoy_exports_growth_pct": 4.717911632127403,
      "yoy_imports_growth_pct": -8.154981869133614,
      "exports_cagr_3y_pct": 1.443110036076245,
      "imports_cagr_3y_pct": 11.328444633891866
    },
    {
      "year": 2003,
      "country_iso3": "KEN",
      "exports_usd": 2670982692.8925133,
      "imports_usd": 3927887120.780526,
      "trade_balance_usd": -1256904427.888013,
      "yoy_exports_growth_pct": 42.32200178927796,
      "yoy_imports_growth_pct": 11.485044247782472,
      "exports_cagr_3y_pct": 14.838690578619772,
      "imports_cagr_3y_pct": 9.721262159398192
    },
    {
      "year": 2004,
      "country_iso3": "KEN",
      "exports_usd": 2944503305.3754396,
      "imports_usd": 4779304911.054277,
      "trade_balance_usd": -1834801605.6788378,
      "yoy_exports_growth_pct": 10.24044870117522,
      "yoy_imports_growth_pct": 21.67622857004512,
      "exports_cagr_3y_pct": 17.99891014743431,
      "imports_cagr_3y_pct": 7.603397711293791
    },
    {
      "year": 2005,
      "country_iso3": "KEN",
      "exports_usd": 3396667953.0535965,
      "imports_usd": 6245740193.035297,
      "trade_balance_usd": -2849072239.981701,
      "yoy_exports_growth_pct": 15.356228225408742,
      "yoy_imports_growth_pct": 30.683024190175303,
      "exports_cagr_3y_pct": 21.866598044621853,
      "imports_cagr_3y_pct": 21.026509729673638
    },
    {
      "year": 2006,
      "country_iso3": "KEN",
      "exports_usd": 3538748696.655079,
      "imports_usd": 8193436363.9010725,
      "trade_balance_usd": -4654687667.245994,
      "yoy_exports_growth_pct": 4.182944743649508,
      "yoy_imports_growth_pct": 31.184393053007152,
      "exports_cagr_3y_pct": 9.831323284838355,
      "imports_cagr_3y_pct": 27.772000785902186
    },
    {
      "year": 2007,
      "country_iso3": "KEN",
      "exports_usd": 3920952579.6076007,
      "imports_usd": 9839656565.694338,
      "trade_balance_usd": -5918703986.086737,
      "yoy_exports_growth_pct": 10.800537583066895,
      "yoy_imports_growth_pct": 20.091938579595727,
      "exports_cagr_3y_pct": 10.017012592125019,
      "imports_cagr_3y_pct": 27.215022953053158
    },
    {
      "year": 2008,
      "country_iso3": "KEN",
      "exports_usd": 4921157755.225591,
      "imports_usd": 12196218745.882557,
      "trade_balance_usd": -7275060990.656966,
      "yoy_exports_growth_pct": 25.509239280779262,
      "yoy_imports_growth_pct": 23.949638531128215,
      "exports_cagr_3y_pct": 13.154387414577595,
      "imports_cagr_3y_pct": 24.991485649714118
    },
    {
      "year": 2009,
      "country_iso3": "KEN",
      "exports_usd": 4367998889.955881,
      "imports_usd": 10965408886.026257,
      "trade_balance_usd": -6597409996.070375,
      "yoy_exports_growth_pct": -11.240421315133231,
      "yoy_imports_growth_pct": -10.091733228971655,
      "exports_cagr_3y_pct": 7.269831633092361,
      "imports_cagr_3y_pct": 10.201180937888754
    },
    {
      "year": 2010,
      "country_iso3": "KEN",
      "exports_usd": 4884597824.243456,
      "imports_usd": 12799367058.967228,
      "trade_balance_usd": -7914769234.723772,
      "yoy_exports_growth_pct": 11.826901684326963,
      "yoy_imports_growth_pct": 16.7249410578576,
      "exports_cagr_3y_pct": 7.600033674921591,
      "imports_cagr_3y_pct": 9.161505801045289
    },
    {
      "year": 2011,
      "country_iso3": "KEN",
      "exports_usd": 5620803818.893905,
      "imports_usd": 15457330199.522398,
      "trade_balance_usd": -9836526380.628494,
      "yoy_exports_growth_pct": 15.071987933100207,
      "yoy_imports_growth_pct": 20.7663639015103,
      "exports_cagr_3y_pct": 4.530665034411352,
      "imports_cagr_3y_pct": 8.218894498123097
    },
    {
      "year": 2012,
      "country_iso3": "KEN",
      "exports_usd": 5976712687.162762,
      "imports_usd": 17720971115.12338,
      "trade_balance_usd": -11744258427.960617,
      "yoy_exports_growth_pct": 6.331992357970151,
      "yoy_imports_growth_pct": 14.644449503129087,
      "exports_cagr_3y_pct": 11.0179711951365,
      "imports_cagr_3y_pct": 17.351207412660607
    },
    {
      "year": 2013,
      "country_iso3": "KEN",
      "exports_usd": 6097190189.075331,
      "imports_usd": 18424035889.881092,
      "trade_balance_usd": -12326845700.805761,
      "yoy_exports_growth_pct": 2.015782056436133,
      "yoy_imports_growth_pct": 3.9674167413867423,
      "exports_cagr_3y_pct": 7.671387638542715,
      "imports_cagr_3y_pct": 12.90991809191102
    },
    {
      "year": 2014,
      "country_iso3": "KEN",
      "exports_usd": 6561240736.6765375,
      "imports_usd": 22030426033.344254,
      "trade_balance_usd": -15469185296.667717,
      "yoy_exports_growth_pct": 7.610891791315155,
      "yoy_imports_growth_pct": 19.574376455941845,
      "exports_cagr_3y_pct": 5.292114741676235,
      "imports_cagr_3y_pct": 12.537208215702854
    },
    {
      "year": 2015,
      "country_iso3": "KEN",
      "exports_usd": 6264277540.332028,
      "imports_usd": 18972489195.90582,
      "trade_balance_usd": -12708211655.573792,
      "yoy_exports_growth_pct": -4.526021956251669,
      "yoy_imports_growth_pct": -13.880516122611885,
      "exports_cagr_3y_pct": 1.578751515332888,
      "imports_cagr_3y_pct": 2.3007769685426283
    },
    {
      "year": 2016,
      "country_iso3": "KEN",
      "exports_usd": 5945044308.677252,
      "imports_usd": 16717091759.558573,
      "trade_balance_usd": -10772047450.88132,
      "yoy_exports_growth_pct": -5.0960901652172925,
      "yoy_imports_growth_pct": -11.887725501163814,
      "exports_cagr_3y_pct": -0.8387975335785947,
      "imports_cagr_3y_pct": -3.1888635098287654
    },
    {
      "year": 2017,
      "country_iso3": "KEN",
      "exports_usd": 5790700406.761494,
      "imports_usd": 18012166767.940056,
      "trade_balance_usd": -12221466361.178562,
      "yoy_exports_growth_pct": -2.5961774866922527,
      "yoy_imports_growth_pct": 7.7470114240473675,
      "exports_cagr_3y_pct": -4.078703259385774,
      "imports_cagr_3y_pct": -6.4922326080221415
    },
    {
      "year": 2018,
      "country_iso3": "KEN",
      "exports_usd": 6170295626.107053,
      "imports_usd": 19358554330.26953,
      "trade_balance_usd": -13188258704.16248,
      "yoy_exports_growth_pct": 6.55525571487563,
      "yoy_imports_growth_pct": 7.474878395673734,
      "exports_cagr_3y_pct": -0.5026164574743586,
      "imports_cagr_3y_pct": 0.6737399244737485
    },
    {
      "year": 2019,
      "country_iso3": "KEN",
      "exports_usd": 7224174265.683712,
      "imports_usd": 18568891697.76375,
      "trade_balance_usd": -11344717432.080036,
      "yoy_exports_growth_pct": 17.079872723076804,
      "yoy_imports_growth_pct": -4.079140513457902,
      "exports_cagr_3y_pct": 6.711454461686173,
      "imports_cagr_3y_pct": 3.5639053140526844
    },
    {
      "year": 2020,
      "country_iso3": "KEN",
      "exports_usd": 6952287999.215299,
      "imports_usd": 17689846385.928734,
      "trade_balance_usd": -10737558386.713436,
      "yoy_exports_growth_pct": -3.7635618476138943,
      "yoy_imports_growth_pct": -4.733967574063014,
      "exports_cagr_3y_pct": 6.283427818656451,
      "imports_cagr_3y_pct": -0.6000801715672188
    },
    {
      "year": 2021,
      "country_iso3": "KEN",
      "exports_usd": 7286999898.470246,
      "imports_usd": 22236429794.517967,
      "trade_balance_usd": -14949429896.047722,
      "yoy_exports_growth_pct": 4.814413604452605,
      "yoy_imports_growth_pct": 25.70165568088698,
      "exports_cagr_3y_pct": 5.70144647394315,
      "imports_cagr_3y_pct": 4.728298090096872
    },
    {
      "year": 2022,
      "country_iso3": "KEN",
      "exports_usd": 7889149399.028269,
      "imports_usd": 26248180864.93731,
      "trade_balance_usd": -18359031465.909042,
      "yoy_exports_growth_pct": 8.263338945351585,
      "yoy_imports_growth_pct": 18.04134524962444,
      "exports_cagr_3y_pct": 2.978680378172416,
      "imports_cagr_3y_pct": 12.228823160625058
    },
    {
      "year": 2023,
      "country_iso3": "KEN",
      "exports_usd": 7953291527.839026,
      "imports_usd": 24604428323.023705,
      "trade_balance_usd": -16651136795.184677,
      "yoy_exports_growth_pct": 0.8130423898254246,
      "yoy_imports_growth_pct": -6.2623484285318725,
      "exports_cagr_3y_pct": 4.585878586228165,
      "imports_cagr_3y_pct": 11.625411367769756
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "exports_usd": 8833447937.269407,
      "imports_usd": 24313329830.086903,
      "trade_balance_usd": -15479881892.817495,
      "yoy_exports_growth_pct": 11.066567927876857,
      "yoy_imports_growth_pct": -1.1831142309630671,
      "exports_cagr_3y_pct": 6.625356627243595,
      "imports_cagr_3y_pct": 3.021165935551262
    }
  ],
  "sectors": [
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "09",
      "exports_usd": 1707486741.2915783,
      "imports_usd": 52654407.472595334,
      "trade_balance_usd": 1654832333.818983,
      "export_partner_count": 141,
      "import_partner_count": 72,
      "active_hs6_count": 39,
      "sector_name": "Coffee, tea and spices",
      "rank": 1,
      "export_share_pct": 19.329787795402982
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "06",
      "exports_usd": 889081835.3586972,
      "imports_usd": 10379882.540697016,
      "trade_balance_usd": 878701952.8180002,
      "export_partner_count": 147,
      "import_partner_count": 44,
      "active_hs6_count": 16,
      "sector_name": "Live plants and cut flowers",
      "rank": 2,
      "export_share_pct": 10.06494679849248
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "71",
      "exports_usd": 860753331.8269999,
      "imports_usd": 341119648.7263984,
      "trade_balance_usd": 519633683.1006015,
      "export_partner_count": 89,
      "import_partner_count": 78,
      "active_hs6_count": 41,
      "sector_name": "Precious stones and metals",
      "rank": 3,
      "export_share_pct": 9.744250919229119
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "27",
      "exports_usd": 501862557.02940655,
      "imports_usd": 4507919285.529397,
      "trade_balance_usd": -4006056728.4999905,
      "export_partner_count": 134,
      "import_partner_count": 84,
      "active_hs6_count": 39,
      "sector_name": "Mineral fuels",
      "rank": 4,
      "export_share_pct": 5.681389199250119
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "08",
      "exports_usd": 371893071.27483225,
      "imports_usd": 47373909.866577044,
      "trade_balance_usd": 324519161.4082552,
      "export_partner_count": 113,
      "import_partner_count": 55,
      "active_hs6_count": 68,
      "sector_name": "Edible fruit and nuts",
      "rank": 5,
      "export_share_pct": 4.210055619457149
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "07",
      "exports_usd": 301690779.21757984,
      "imports_usd": 62699177.80236378,
      "trade_balance_usd": 238991601.41521606,
      "export_partner_count": 104,
      "import_partner_count": 47,
      "active_hs6_count": 64,
      "sector_name": "Vegetables",
      "rank": 6,
      "export_share_pct": 3.4153230013923466
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "61",
      "exports_usd": 292728744.24111855,
      "imports_usd": 280523136.0999134,
      "trade_balance_usd": 12205608.141205132,
      "export_partner_count": 130,
      "import_partner_count": 119,
      "active_hs6_count": 106,
      "sector_name": "Knitted clothing",
      "rank": 7,
      "export_share_pct": 3.3138673179479534
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "15",
      "exports_usd": 268888977.62202436,
      "imports_usd": 1197245447.8144405,
      "trade_balance_usd": -928356470.1924162,
      "export_partner_count": 90,
      "import_partner_count": 60,
      "active_hs6_count": 44,
      "sector_name": "Animal and vegetable fats",
      "rank": 8,
      "export_share_pct": 3.0439866689828845
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "62",
      "exports_usd": 246448045.9230041,
      "imports_usd": 376413592.0483664,
      "trade_balance_usd": -129965546.12536234,
      "export_partner_count": 133,
      "import_partner_count": 117,
      "active_hs6_count": 112,
      "sector_name": "Non-knitted clothing",
      "rank": 9,
      "export_share_pct": 2.789941681585164
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs2": "25",
      "exports_usd": 218317321.74625692,
      "imports_usd": 61779499.58021303,
      "trade_balance_usd": 156537822.16604388,
      "export_partner_count": 62,
      "import_partner_count": 67,
      "active_hs6_count": 65,
      "sector_name": "Salt, sulphur, earths and stone",
      "rank": 10,
      "export_share_pct": 2.4714847848386494
    }
  ],
  "hs4": [
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "0902",
      "exports_usd": 1403158859.7451887,
      "imports_usd": 27771289.459378682,
      "trade_balance_usd": 1375387570.28581,
      "export_partner_count": 126,
      "import_partner_count": 37,
      "active_hs6_count": 4,
      "hs2": "09",
      "sector_name": "Coffee, tea and spices",
      "rank": 1,
      "export_share_pct": 15.884611192704135
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "7108",
      "exports_usd": 847017653.0696924,
      "imports_usd": 245302996.42790052,
      "trade_balance_usd": 601714656.6417918,
      "export_partner_count": 9,
      "import_partner_count": 3,
      "active_hs6_count": 3,
      "hs2": "71",
      "sector_name": "Precious stones and metals",
      "rank": 2,
      "export_share_pct": 9.588754686559257
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "0603",
      "exports_usd": 796866325.6829832,
      "imports_usd": 749230.0071399279,
      "trade_balance_usd": 796117095.6758432,
      "export_partner_count": 136,
      "import_partner_count": 16,
      "active_hs6_count": 7,
      "hs2": "06",
      "sector_name": "Live plants and cut flowers",
      "rank": 3,
      "export_share_pct": 9.02101117640492
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "2710",
      "exports_usd": 489243460.92951334,
      "imports_usd": 3847878405.971285,
      "trade_balance_usd": -3358634945.0417714,
      "export_partner_count": 131,
      "import_partner_count": 76,
      "active_hs6_count": 5,
      "hs2": "27",
      "sector_name": "Mineral fuels",
      "rank": 4,
      "export_share_pct": 5.538533360969217
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "0901",
      "exports_usd": 290651341.14397204,
      "imports_usd": 13606225.437705252,
      "trade_balance_usd": 277045115.70626676,
      "export_partner_count": 104,
      "import_partner_count": 36,
      "active_hs6_count": 5,
      "hs2": "09",
      "sector_name": "Coffee, tea and spices",
      "rank": 5,
      "export_share_pct": 3.290349852153179
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "0804",
      "exports_usd": 284099320.1965262,
      "imports_usd": 15606649.835469408,
      "trade_balance_usd": 268492670.3610568,
      "export_partner_count": 90,
      "import_partner_count": 28,
      "active_hs6_count": 5,
      "hs2": "08",
      "sector_name": "Edible fruit and nuts",
      "rank": 6,
      "export_share_pct": 3.2161769924275676
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "2523",
      "exports_usd": 146498982.59838843,
      "imports_usd": 35962172.53416015,
      "trade_balance_usd": 110536810.06422828,
      "export_partner_count": 14,
      "import_partner_count": 18,
      "active_hs6_count": 5,
      "hs2": "25",
      "sector_name": "Salt, sulphur, earths and stone",
      "rank": 7,
      "export_share_pct": 1.6584575314050491
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "0204",
      "exports_usd": 142018946.80006957,
      "imports_usd": 931388.8127774899,
      "trade_balance_usd": 141087557.98729208,
      "export_partner_count": 22,
      "import_partner_count": 6,
      "active_hs6_count": 9,
      "hs2": "02",
      "sector_name": "Meat and edible meat offal",
      "rank": 8,
      "export_share_pct": 1.6077408030093676
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "3004",
      "exports_usd": 136436154.96407232,
      "imports_usd": 513963743.5879078,
      "trade_balance_usd": -377527588.62383544,
      "export_partner_count": 78,
      "import_partner_count": 90,
      "active_hs6_count": 12,
      "hs2": "30",
      "sector_name": "Pharmaceutical products",
      "rank": 9,
      "export_share_pct": 1.5445402059645512
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "6203",
      "exports_usd": 119519070.75466576,
      "imports_usd": 105060093.24229643,
      "trade_balance_usd": 14458977.512369335,
      "export_partner_count": 100,
      "import_partner_count": 78,
      "active_hs6_count": 14,
      "hs2": "62",
      "sector_name": "Non-knitted clothing",
      "rank": 10,
      "export_share_pct": 1.3530285297816727
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "7210",
      "exports_usd": 117812801.59408101,
      "imports_usd": 83149100.44037403,
      "trade_balance_usd": 34663701.15370698,
      "export_partner_count": 14,
      "import_partner_count": 29,
      "active_hs6_count": 11,
      "hs2": "72",
      "sector_name": "Iron and steel",
      "rank": 11,
      "export_share_pct": 1.3337125257399691
    },
    {
      "year": 2024,
      "country_iso3": "KEN",
      "hs4": "9999",
      "exports_usd": 116185546.17635013,
      "imports_usd": 18352728.343878925,
      "trade_balance_usd": 97832817.8324712,
      "export_partner_count": 3,
      "import_partner_count": 2,
      "active_hs6_count": 1,
      "hs2": "99",
      "sector_name": "HS2 sector 99",
      "rank": 12,
      "export_share_pct": 1.3152910052953273
    }
  ],
  "corridors": [
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "ARE",
      "export_value_usd": 1309920243.6605847,
      "yoy_growth_pct": 56.32913291320203,
      "cagr_3y_pct": 30.235099613490558,
      "rank": 1,
      "importer_name": "United Arab Emirates",
      "export_share_pct": 14.829093384179801
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "UGA",
      "export_value_usd": 852165725.9164922,
      "yoy_growth_pct": 2.5306880398350717,
      "cagr_3y_pct": 0.9821298758689867,
      "rank": 2,
      "importer_name": "Uganda",
      "export_share_pct": 9.647034000405434
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "USA",
      "export_value_usd": 691466720.149149,
      "yoy_growth_pct": -11.692281438214058,
      "cagr_3y_pct": 3.3959866823481066,
      "rank": 3,
      "importer_name": "USA, Puerto Rico and US Virgin Islands",
      "export_share_pct": 7.827823575342144
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "PAK",
      "export_value_usd": 550174546.3502028,
      "yoy_growth_pct": 7.689663750609221,
      "cagr_3y_pct": 4.956906092076552,
      "rank": 4,
      "importer_name": "Pakistan",
      "export_share_pct": 6.228310284469425
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "NLD",
      "export_value_usd": 526125276.1995254,
      "yoy_growth_pct": 1.7392173903621577,
      "cagr_3y_pct": 0.205544661487278,
      "rank": 5,
      "importer_name": "Netherlands",
      "export_share_pct": 5.956057928181565
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "GBR",
      "export_value_usd": 484829400.3323737,
      "yoy_growth_pct": 13.973012965593767,
      "cagr_3y_pct": 0.7152575005561657,
      "rank": 6,
      "importer_name": "United Kingdom",
      "export_share_pct": 5.488563511953454
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "TZA",
      "export_value_usd": 407084438.87780005,
      "yoy_growth_pct": -2.0996061179860415,
      "cagr_3y_pct": 0.5130599180490636,
      "rank": 7,
      "importer_name": "United Rep. of Tanzania",
      "export_share_pct": 4.608443291551655
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "RWA",
      "export_value_usd": 312540583.5565717,
      "yoy_growth_pct": 42.707255812526945,
      "cagr_3y_pct": 3.9974150541672415,
      "rank": 8,
      "importer_name": "Rwanda",
      "export_share_pct": 3.53814938148811
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "EGY",
      "export_value_usd": 234236714.46952733,
      "yoy_growth_pct": -11.158643176726713,
      "cagr_3y_pct": 1.7172954283022124,
      "rank": 9,
      "importer_name": "Egypt",
      "export_share_pct": 2.6517019869586114
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "SSD",
      "export_value_usd": 219625378.30333126,
      "yoy_growth_pct": -3.0751859156643357,
      "cagr_3y_pct": 12.336336141512838,
      "rank": 10,
      "importer_name": "South Sudan",
      "export_share_pct": 2.486292780157844
    }
  ],
  "destinationRisk": [
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "RWA",
      "all_history_lane_count": 34,
      "current_lane_count": 29,
      "current_product_count": 29,
      "latest_data_year": 2024,
      "current_trade_usd": 97169378.15799999,
      "attention_trade_usd": 78775147.233,
      "critical_trade_usd": 25514525.531,
      "high_volatility_trade_usd": 78893341.52499998,
      "unrecovered_drawdown_trade_usd": 26008419.817,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 81585512.362,
      "access_friction_trade_usd": 0,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 2,
      "high_attention_lane_count": 9,
      "high_volatility_lane_count": 23,
      "unrecovered_drawdown_lane_count": 9,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 24,
      "access_friction_lane_count": 0,
      "trade_weighted_volatility_cv": 1.5835343057555131,
      "trade_weighted_below_peak_pct": 22.473637861183875,
      "product_concentration_hhi": 907.1963677031962,
      "top1_product_share_pct": 15.86607710397364,
      "top3_product_share_pct": 38.2226920250618,
      "top_product_hs6": 271019,
      "top_product_trade_usd": 15416968.459999999,
      "top_product_description": null,
      "top_attention_product_hs6": 271019,
      "top_attention_product_reason": "Current trade remains more than 50% below its historical peak",
      "distance_km": 756.291259765625,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "common_spoken_language_score": 0,
      "has_reported_fta": 0,
      "avg_applied_tariff_pct": 28.08278761301009,
      "avg_mfn_tariff_pct": 30.916840068888877,
      "avg_preferential_tariff_pct": 0.014708814293333332,
      "tariff_advantage_pp": 30.902131254595545,
      "buyer_biz_entry_days": 4,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 11070.356518999999,
      "buyer_gdp_pc_2024": 834,
      "buyer_population_2024": 13276.517,
      "buyer_gdp_5y_cagr_pct": 6.608242728914515,
      "buyer_gdp_pc_5y_cagr_pct": 4.295957064920053,
      "buyer_population_5y_cagr_pct": 2.217042471315689,
      "buyer_investment_5y_avg_pct": 21.518,
      "buyer_savings_5y_avg_pct": 6.9300000000000015,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 81.06993038991102,
      "critical_trade_share_pct": 26.257784103046028,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_buyer_markets']",
      "attention_level": "Critical attention",
      "primary_risk_reason": "Buyer-market concentration is the largest observed corridor exposure",
      "rank": 1,
      "importer_name": "Rwanda"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "USA",
      "all_history_lane_count": 197,
      "current_lane_count": 116,
      "current_product_count": 116,
      "latest_data_year": 2024,
      "current_trade_usd": 667009556.9637018,
      "attention_trade_usd": 350826462.6415809,
      "critical_trade_usd": 23506817.647624027,
      "high_volatility_trade_usd": 316605600.863209,
      "unrecovered_drawdown_trade_usd": 110364766.20873299,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 52540111.03276986,
      "access_friction_trade_usd": 667009556.9637018,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 1,
      "high_attention_lane_count": 47,
      "high_volatility_lane_count": 72,
      "unrecovered_drawdown_lane_count": 43,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 29,
      "access_friction_lane_count": 116,
      "trade_weighted_volatility_cv": 0.9593183238707667,
      "trade_weighted_below_peak_pct": 23.56579440539698,
      "product_concentration_hhi": 424.72016101531756,
      "top1_product_share_pct": 8.109364348488342,
      "top3_product_share_pct": 23.37858858661629,
      "top_product_hs6": 620343,
      "top_product_trade_usd": 54090235.213424474,
      "top_product_description": "Trousers, bib and brace overalls, breeches and shorts: men\\'s or boys\\', of synthetic fibres (not knitted or crocheted)",
      "top_attention_product_hs6": 620343,
      "top_attention_product_reason": "Trade has varied substantially across reported years",
      "distance_km": 11853.1318359375,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "common_spoken_language_score": 0.06719999760389328,
      "has_reported_fta": 0,
      "avg_applied_tariff_pct": 2.0246518497090906,
      "avg_mfn_tariff_pct": 4.674475463696969,
      "avg_preferential_tariff_pct": 0.5806451383189897,
      "tariff_advantage_pp": 4.09383032537798,
      "buyer_biz_entry_days": 4.2,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 22996100,
      "buyer_gdp_pc_2024": 69288,
      "buyer_population_2024": 331893.738,
      "buyer_gdp_5y_cagr_pct": 6.1023377268677015,
      "buyer_gdp_pc_5y_cagr_pct": 5.47830267128826,
      "buyer_population_5y_cagr_pct": 0.5916240968762754,
      "buyer_investment_5y_avg_pct": 22.094,
      "buyer_savings_5y_avg_pct": 17.618,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 52.59691693752937,
      "critical_trade_share_pct": 3.524210021012225,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_buyer_markets','market_access_friction']",
      "attention_level": "High attention",
      "primary_risk_reason": "Tariff, distance or agreement conditions create market-access friction",
      "rank": 2,
      "importer_name": "USA, Puerto Rico and US Virgin Islands"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "TZA",
      "all_history_lane_count": 176,
      "current_lane_count": 152,
      "current_product_count": 152,
      "latest_data_year": 2024,
      "current_trade_usd": 279044644.5129192,
      "attention_trade_usd": 188665939.70051113,
      "critical_trade_usd": 21317917.00041388,
      "high_volatility_trade_usd": 146326223.72093913,
      "unrecovered_drawdown_trade_usd": 76436514.65871565,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 230050270.50198162,
      "access_friction_trade_usd": 0,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 1,
      "high_attention_lane_count": 25,
      "high_volatility_lane_count": 95,
      "unrecovered_drawdown_lane_count": 107,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 121,
      "access_friction_lane_count": 0,
      "trade_weighted_volatility_cv": 1.1694905836386122,
      "trade_weighted_below_peak_pct": 31.51315464933278,
      "product_concentration_hhi": 472.3084155165353,
      "top1_product_share_pct": 10.74750012380185,
      "top3_product_share_pct": 28.932358554020954,
      "top_product_hs6": 271019,
      "top_product_trade_usd": 29990323.51448842,
      "top_product_description": null,
      "top_attention_product_hs6": 271019,
      "top_attention_product_reason": "The buyer market is concentrated among relatively few suppliers",
      "distance_km": 677.3429565429688,
      "shares_land_border": 1,
      "shares_official_language": 1,
      "common_spoken_language_score": 0.7273221611976624,
      "has_reported_fta": 1,
      "avg_applied_tariff_pct": 13.93037962290505,
      "avg_mfn_tariff_pct": 17.963238129898993,
      "avg_preferential_tariff_pct": 0.8642425486686867,
      "tariff_advantage_pp": 17.098995581230305,
      "buyer_biz_entry_days": 29.5,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 67775.101794,
      "buyer_gdp_pc_2024": 1102,
      "buyer_population_2024": 61498.44,
      "buyer_gdp_5y_cagr_pct": 5.256797873241803,
      "buyer_gdp_pc_5y_cagr_pct": 2.220129140572591,
      "buyer_population_5y_cagr_pct": 2.9880576289668337,
      "buyer_investment_5y_avg_pct": 31.53,
      "buyer_savings_5y_avg_pct": 27.898000000000003,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 67.6113816947941,
      "critical_trade_share_pct": 7.639608005244088,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_buyer_markets']",
      "attention_level": "High attention",
      "primary_risk_reason": "Buyer-market concentration is the largest observed corridor exposure",
      "rank": 3,
      "importer_name": "United Rep. of Tanzania"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "KOR",
      "all_history_lane_count": 47,
      "current_lane_count": 14,
      "current_product_count": 14,
      "latest_data_year": 2024,
      "current_trade_usd": 30186658.734424736,
      "attention_trade_usd": 28705589.103152335,
      "critical_trade_usd": 15464082.488853527,
      "high_volatility_trade_usd": 16647347.505702106,
      "unrecovered_drawdown_trade_usd": 27239213.727960642,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 2076777.167954227,
      "access_friction_trade_usd": 30186658.734424736,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 1,
      "high_attention_lane_count": 3,
      "high_volatility_lane_count": 6,
      "unrecovered_drawdown_lane_count": 5,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 5,
      "access_friction_lane_count": 14,
      "trade_weighted_volatility_cv": 1.1042567388733,
      "trade_weighted_below_peak_pct": 50.20103372287298,
      "product_concentration_hhi": 3402.2722771690887,
      "top1_product_share_pct": 51.228201918281044,
      "top3_product_share_pct": 89.58821358319591,
      "top_product_hs6": 90111,
      "top_product_trade_usd": 15464082.488853527,
      "top_product_description": "Coffee: not roasted or decaffeinated",
      "top_attention_product_hs6": 90111,
      "top_attention_product_reason": "Current trade remains more than 50% below its historical peak",
      "distance_km": 10118.5888671875,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "common_spoken_language_score": 0,
      "has_reported_fta": 0,
      "avg_applied_tariff_pct": 14.59992804646465,
      "avg_mfn_tariff_pct": 14.600262464040409,
      "avg_preferential_tariff_pct": 57.65067594424242,
      "tariff_advantage_pp": -43.05041348020202,
      "buyer_biz_entry_days": 8,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 1798533.915091,
      "buyer_gdp_pc_2024": 34758,
      "buyer_population_2024": 51744.877,
      "buyer_gdp_5y_cagr_pct": 1.3815058218118237,
      "buyer_gdp_pc_5y_cagr_pct": 1.3868953035443221,
      "buyer_population_5y_cagr_pct": -0.00531575773807802,
      "buyer_investment_5y_avg_pct": 32.412,
      "buyer_savings_5y_avg_pct": 34.20399999999999,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 95.09362846579839,
      "critical_trade_share_pct": 51.228201918281044,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_product_mix','concentrated_buyer_markets','market_access_friction']",
      "attention_level": "Critical attention",
      "primary_risk_reason": "Tariff, distance or agreement conditions create market-access friction",
      "rank": 4,
      "importer_name": "Republic of Korea"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "PAK",
      "all_history_lane_count": 57,
      "current_lane_count": 12,
      "current_product_count": 12,
      "latest_data_year": 2024,
      "current_trade_usd": 545131576.6948656,
      "attention_trade_usd": 540273480.351725,
      "critical_trade_usd": 0,
      "high_volatility_trade_usd": 9192874.719360035,
      "unrecovered_drawdown_trade_usd": 5469639.491291387,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 536438001.8266989,
      "access_friction_trade_usd": 0,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 0,
      "high_attention_lane_count": 2,
      "high_volatility_lane_count": 7,
      "unrecovered_drawdown_lane_count": 6,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 7,
      "access_friction_lane_count": 0,
      "trade_weighted_volatility_cv": 0.6383391395899416,
      "trade_weighted_below_peak_pct": 0.7520970967411728,
      "product_concentration_hhi": 9649.240364324532,
      "top1_product_share_pct": 98.22408289664989,
      "top3_product_share_pct": 99.79829341692891,
      "top_product_hs6": 90240,
      "top_product_trade_usd": 535450491.78857934,
      "top_product_description": "Tea, black: (fermented) and partly fermented tea, in immediate packings of a content exceeding 3kg",
      "top_attention_product_hs6": 90240,
      "top_attention_product_reason": "The buyer market is concentrated among relatively few suppliers",
      "distance_km": 5435.7900390625,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "common_spoken_language_score": 0.007000000216066837,
      "has_reported_fta": 0,
      "avg_applied_tariff_pct": 40.08605510242425,
      "avg_mfn_tariff_pct": 40.08605510242425,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null,
      "buyer_biz_entry_days": 16.5,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 346343.170486,
      "buyer_gdp_pc_2024": 1538,
      "buyer_population_2024": 225199.936,
      "buyer_gdp_5y_cagr_pct": 2.97495743635785,
      "buyer_gdp_pc_5y_cagr_pct": 1.2398006628906222,
      "buyer_population_5y_cagr_pct": 1.713907734019493,
      "buyer_investment_5y_avg_pct": 16.71,
      "buyer_savings_5y_avg_pct": 7.442,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 99.10882132849554,
      "critical_trade_share_pct": 0,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_product_mix','concentrated_buyer_markets']",
      "attention_level": "High attention",
      "primary_risk_reason": "Buyer-market concentration is the largest observed corridor exposure",
      "rank": 5,
      "importer_name": "Pakistan"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "UGA",
      "all_history_lane_count": 88,
      "current_lane_count": 80,
      "current_product_count": 80,
      "latest_data_year": 2024,
      "current_trade_usd": 545647404.1176462,
      "attention_trade_usd": 461627655.70752937,
      "critical_trade_usd": 0,
      "high_volatility_trade_usd": 334490326.5000406,
      "unrecovered_drawdown_trade_usd": 71937050.07567905,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 473793556.51280713,
      "access_friction_trade_usd": 0,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 0,
      "high_attention_lane_count": 32,
      "high_volatility_lane_count": 44,
      "unrecovered_drawdown_lane_count": 37,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 59,
      "access_friction_lane_count": 0,
      "trade_weighted_volatility_cv": 1.323755626739864,
      "trade_weighted_below_peak_pct": 19.86147540928977,
      "product_concentration_hhi": 708.7582145240999,
      "top1_product_share_pct": 18.213157431656466,
      "top3_product_share_pct": 36.70230127484504,
      "top_product_hs6": 252310,
      "top_product_trade_usd": 99379620.73369367,
      "top_product_description": "Cement clinkers (whether or not coloured)",
      "top_attention_product_hs6": 252310,
      "top_attention_product_reason": "Trade has varied substantially across reported years",
      "distance_km": 506.0585632324219,
      "shares_land_border": 1,
      "shares_official_language": 1,
      "common_spoken_language_score": 0.00559999980032444,
      "has_reported_fta": 1,
      "avg_applied_tariff_pct": 12.18771077709495,
      "avg_mfn_tariff_pct": 16.473153908888893,
      "avg_preferential_tariff_pct": 3.5898603770505044,
      "tariff_advantage_pp": 12.883293531838389,
      "buyer_biz_entry_days": 24,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 40434.701516999994,
      "buyer_gdp_pc_2024": 858,
      "buyer_population_2024": 47123.531,
      "buyer_gdp_5y_cagr_pct": 8.805671720289032,
      "buyer_gdp_pc_5y_cagr_pct": 5.56605150525753,
      "buyer_population_5y_cagr_pct": 3.0688087399671105,
      "buyer_investment_5y_avg_pct": 25.022,
      "buyer_savings_5y_avg_pct": 16.612000000000002,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 84.60182385619827,
      "critical_trade_share_pct": 0,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_buyer_markets']",
      "attention_level": "High attention",
      "primary_risk_reason": "Buyer-market concentration is the largest observed corridor exposure",
      "rank": 6,
      "importer_name": "Uganda"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "GBR",
      "all_history_lane_count": 137,
      "current_lane_count": 69,
      "current_product_count": 69,
      "latest_data_year": 2024,
      "current_trade_usd": 470368189.6205624,
      "attention_trade_usd": 229044653.41463688,
      "critical_trade_usd": 0,
      "high_volatility_trade_usd": 141730320.31002328,
      "unrecovered_drawdown_trade_usd": 70879511.32319455,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 323156382.21778625,
      "access_friction_trade_usd": 0,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 0,
      "high_attention_lane_count": 13,
      "high_volatility_lane_count": 46,
      "unrecovered_drawdown_lane_count": 29,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 28,
      "access_friction_lane_count": 0,
      "trade_weighted_volatility_cv": 0.6982803028204035,
      "trade_weighted_below_peak_pct": 25.94036917981626,
      "product_concentration_hhi": 1368.2074387736873,
      "top1_product_share_pct": 23.929405986637633,
      "top3_product_share_pct": 55.78768834766974,
      "top_product_hs6": 90240,
      "top_product_trade_usd": 112556313.72630191,
      "top_product_description": "Tea, black: (fermented) and partly fermented tea, in immediate packings of a content exceeding 3kg",
      "top_attention_product_hs6": 60311,
      "top_attention_product_reason": "The buyer market is concentrated among relatively few suppliers",
      "distance_km": 6827.8271484375,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "common_spoken_language_score": 0.06930000334978104,
      "has_reported_fta": 1,
      "avg_applied_tariff_pct": null,
      "avg_mfn_tariff_pct": null,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null,
      "buyer_biz_entry_days": 4.5,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 3186859.739185,
      "buyer_gdp_pc_2024": 47334,
      "buyer_population_2024": 67326.569,
      "buyer_gdp_5y_cagr_pct": 5.090346724339945,
      "buyer_gdp_pc_5y_cagr_pct": 4.290378476461543,
      "buyer_population_5y_cagr_pct": 0.7670585336488678,
      "buyer_investment_5y_avg_pct": 17.965999999999998,
      "buyer_savings_5y_avg_pct": 15.626,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 48.69475837628457,
      "critical_trade_share_pct": 0,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_buyer_markets']",
      "attention_level": "Watch",
      "primary_risk_reason": "Buyer-market concentration is the largest observed corridor exposure",
      "rank": 7,
      "importer_name": "United Kingdom"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "EGY",
      "all_history_lane_count": 86,
      "current_lane_count": 8,
      "current_product_count": 8,
      "latest_data_year": 2024,
      "current_trade_usd": 221504044.91348836,
      "attention_trade_usd": 217168277.6267859,
      "critical_trade_usd": 0,
      "high_volatility_trade_usd": 4335767.2867024625,
      "unrecovered_drawdown_trade_usd": 4815448.168412176,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 217346058.51170146,
      "access_friction_trade_usd": 0,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 0,
      "high_attention_lane_count": 2,
      "high_volatility_lane_count": 6,
      "unrecovered_drawdown_lane_count": 4,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 4,
      "access_friction_lane_count": 0,
      "trade_weighted_volatility_cv": 0.48162303119106026,
      "trade_weighted_below_peak_pct": 13.527291147100254,
      "product_concentration_hhi": 9224.349630386323,
      "top1_product_share_pct": 96.0063485952315,
      "top3_product_share_pct": 99.76681714058364,
      "top_product_hs6": 90240,
      "top_product_trade_usd": 212657945.51218176,
      "top_product_description": "Tea, black: (fermented) and partly fermented tea, in immediate packings of a content exceeding 3kg",
      "top_attention_product_hs6": 90240,
      "top_attention_product_reason": "The buyer market is concentrated among relatively few suppliers",
      "distance_km": 3537.39892578125,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "common_spoken_language_score": 0,
      "has_reported_fta": 1,
      "avg_applied_tariff_pct": 29.021859561616164,
      "avg_mfn_tariff_pct": 33.73637314060606,
      "avg_preferential_tariff_pct": 0,
      "tariff_advantage_pp": 33.73637314060606,
      "buyer_biz_entry_days": 12.5,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 404142.766093,
      "buyer_gdp_pc_2024": 3876,
      "buyer_population_2024": 104258.324,
      "buyer_gdp_5y_cagr_pct": 4.071702156521417,
      "buyer_gdp_pc_5y_cagr_pct": 2.415004099572471,
      "buyer_population_5y_cagr_pct": 1.6176321736395494,
      "buyer_investment_5y_avg_pct": 17.274,
      "buyer_savings_5y_avg_pct": 5.094,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 98.04257873105846,
      "critical_trade_share_pct": 0,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_product_mix','concentrated_buyer_markets']",
      "attention_level": "High attention",
      "primary_risk_reason": "Buyer-market concentration is the largest observed corridor exposure",
      "rank": 8,
      "importer_name": "Egypt"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "CHN",
      "all_history_lane_count": 75,
      "current_lane_count": 36,
      "current_product_count": 36,
      "latest_data_year": 2024,
      "current_trade_usd": 197962500.60738322,
      "attention_trade_usd": 190688697.16712514,
      "critical_trade_usd": 0,
      "high_volatility_trade_usd": 130479002.90870202,
      "unrecovered_drawdown_trade_usd": 67233575.27956073,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 53089548.37082723,
      "access_friction_trade_usd": 197962500.60738322,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 0,
      "high_attention_lane_count": 20,
      "high_volatility_lane_count": 24,
      "unrecovered_drawdown_lane_count": 8,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 19,
      "access_friction_lane_count": 36,
      "trade_weighted_volatility_cv": 1.355221694342005,
      "trade_weighted_below_peak_pct": 25.23385126942428,
      "product_concentration_hhi": 1136.241827062854,
      "top1_product_share_pct": 21.780172621506978,
      "top3_product_share_pct": 49.128075841296514,
      "top_product_hs6": 740400,
      "top_product_trade_usd": 43116574.358139865,
      "top_product_description": "Copper: waste and scrap",
      "top_attention_product_hs6": 740400,
      "top_attention_product_reason": "Trade has varied substantially across reported years",
      "distance_km": 9223.8310546875,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "common_spoken_language_score": 0.000699999975040555,
      "has_reported_fta": 0,
      "avg_applied_tariff_pct": 30.189875567878776,
      "avg_mfn_tariff_pct": 30.189875567878776,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null,
      "buyer_biz_entry_days": 8.5,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 17734062.645370997,
      "buyer_gdp_pc_2024": 12556,
      "buyer_population_2024": 1412359.985,
      "buyer_gdp_5y_cagr_pct": 5.1812362915018895,
      "buyer_gdp_pc_5y_cagr_pct": 5.16286575688667,
      "buyer_population_5y_cagr_pct": 0.01746865158438471,
      "buyer_investment_5y_avg_pct": 44.900000000000006,
      "buyer_savings_5y_avg_pct": 46.43,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 96.32566601354256,
      "critical_trade_share_pct": 0,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_buyer_markets','market_access_friction']",
      "attention_level": "High attention",
      "primary_risk_reason": "Tariff, distance or agreement conditions create market-access friction",
      "rank": 9,
      "importer_name": "China"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "ARE",
      "all_history_lane_count": 149,
      "current_lane_count": 66,
      "current_product_count": 66,
      "latest_data_year": 2024,
      "current_trade_usd": 1296416523.1189103,
      "attention_trade_usd": 140603435.0130725,
      "critical_trade_usd": 0,
      "high_volatility_trade_usd": 1185303270.2419875,
      "unrecovered_drawdown_trade_usd": 23598617.842752624,
      "declining_demand_trade_usd": 0,
      "concentrated_market_trade_usd": 212213201.5632107,
      "access_friction_trade_usd": 0,
      "buyer_macro_weakness_trade_usd": 0,
      "critical_lane_count": 0,
      "high_attention_lane_count": 9,
      "high_volatility_lane_count": 46,
      "unrecovered_drawdown_lane_count": 21,
      "declining_demand_lane_count": 0,
      "concentrated_market_lane_count": 34,
      "access_friction_lane_count": 0,
      "trade_weighted_volatility_cv": 1.3981658616609585,
      "trade_weighted_below_peak_pct": 3.6440282958093713,
      "product_concentration_hhi": 4518.2186821134965,
      "top1_product_share_pct": 65.25648947742924,
      "top3_product_share_pct": 84.96758575139125,
      "top_product_hs6": 710812,
      "top_product_trade_usd": 845995911.9927458,
      "top_product_description": "Metals: gold, non-monetary, unwrought (but not powder)",
      "top_attention_product_hs6": 20450,
      "top_attention_product_reason": "Trade has varied substantially across reported years",
      "distance_km": 3437.678955078125,
      "shares_land_border": 0,
      "shares_official_language": 0,
      "common_spoken_language_score": 0,
      "has_reported_fta": 0,
      "avg_applied_tariff_pct": 5.214629114545451,
      "avg_mfn_tariff_pct": 5.214629114545451,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null,
      "buyer_biz_entry_days": 3.8,
      "buyer_biz_entry_cost_pct": null,
      "buyer_gdp_mn_2024": 358868.765175,
      "buyer_gdp_pc_2024": 36285,
      "buyer_population_2024": 9991.083,
      "buyer_gdp_5y_cagr_pct": 4.943547237156554,
      "buyer_gdp_pc_5y_cagr_pct": 1.819807045643529,
      "buyer_population_5y_cagr_pct": 3.0679101465127756,
      "buyer_investment_5y_avg_pct": 26.395999999999997,
      "buyer_savings_5y_avg_pct": 61.2,
      "buyer_macro_resilience_label": "Buyer macro trend resilient",
      "attention_trade_share_pct": 10.845544815705502,
      "critical_trade_share_pct": 0,
      "risk_driver_labels": "['high_volatility','unrecovered_drawdown','concentrated_product_mix','concentrated_buyer_markets']",
      "attention_level": "Watch",
      "primary_risk_reason": "Volatile products account for the largest observed corridor exposure",
      "rank": 10,
      "importer_name": "United Arab Emirates"
    }
  ],
  "emergingCorridors": [
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "ARE",
      "hs_code": "261510",
      "market_imports_usd": 4762588.806937369,
      "your_market_share_pct": 2.449460512602858,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 1,
      "importer_name": "United Arab Emirates"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "CHN",
      "hs_code": "230800",
      "market_imports_usd": 63146857.07185033,
      "your_market_share_pct": 0.8879222756335554,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 2,
      "importer_name": "China"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "WXD",
      "hs_code": "290323",
      "market_imports_usd": 132625.32306334292,
      "your_market_share_pct": 76.51368958515864,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 3,
      "importer_name": "World excl. Intra-EU"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "YEM",
      "hs_code": "151219",
      "market_imports_usd": 36898248.654285975,
      "your_market_share_pct": 3.7200221604811157,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 4,
      "importer_name": "Former Arab Republic of Yemen"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "NGA",
      "hs_code": "850239",
      "market_imports_usd": 94468538.4435836,
      "your_market_share_pct": 0.5855784804516335,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 5,
      "importer_name": "Nigeria"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "YEM",
      "hs_code": "151620",
      "market_imports_usd": 11623876.776031297,
      "your_market_share_pct": 4.461392941412294,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 6,
      "importer_name": "Former Arab Republic of Yemen"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "MEX",
      "hs_code": "080212",
      "market_imports_usd": 106702878.66113071,
      "your_market_share_pct": 0.12084925747303012,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 7,
      "importer_name": "Mexico"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "ZWE",
      "hs_code": "844316",
      "market_imports_usd": 1317270.4787225542,
      "your_market_share_pct": 29.920016540402607,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 8,
      "importer_name": "Zimbabwe"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "MLT",
      "hs_code": "847150",
      "market_imports_usd": 14582546.67163353,
      "your_market_share_pct": 1.0863530482668182,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 9,
      "importer_name": "Malta"
    },
    {
      "year": 2024,
      "exporter_iso3": "KEN",
      "importer_iso3": "NOR",
      "hs_code": "760900",
      "market_imports_usd": 4533521.764905452,
      "your_market_share_pct": 7.742805042722561,
      "new_corridor_signal_type": "new",
      "new_corridor_signal_strength": 100,
      "momentum_yoy_pct": null,
      "rank": 10,
      "importer_name": "Norway"
    }
  ],
  "marketOpportunities": [
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "CHN",
      "hs_code": "260111",
      "hs_description": "Iron ores and concentrates: non-agglomerated",
      "hs_chapter": 26,
      "hs_heading": 2601,
      "price_range_label": "Medium price range",
      "trade_type_label": "One-way trade",
      "substitution_elasticity": null,
      "buyer_imports_latest_usd": 110980291468.60649,
      "buyer_imports_avg_usd": 47227264428.14082,
      "buyer_imports_peak_usd": 149627714157.91797,
      "buyer_cagr_full_pct": 18.9174,
      "buyer_yoy_avg_pct": 24.0931,
      "buyer_yoy_latest_pct": -2.5539,
      "buyer_trend_consistency_pct": 68.9655,
      "buyer_imports_proj_3y_usd": 186630086627.86,
      "buyer_imports_proj_5y_usd": 263919930821.03,
      "buyer_gdp_mn_latest": 17734062.645370997,
      "buyer_gdp_pc_latest": 12556,
      "buyer_population_latest": 1412359.985,
      "buyer_investment_rate": 44.52,
      "buyer_savings_rate": 45.77,
      "buyer_edu_secondary": 84.78,
      "buyer_gdp_mn_2030_proj": 23254511.23,
      "buyer_gdp_pc_2030_proj": 16362.42,
      "buyer_gdp_pc_growth_pct": 30.32,
      "buyer_gdp_mn_growth_pct": 31.13,
      "buyer_pop_growth_pct": 0.62,
      "exports_latest_usd": 1452.949360869947,
      "exports_avg_usd": 4734830.601925684,
      "exports_peak_usd": 14445604.9290123,
      "share_latest_pct": 0.0000013091958415706177,
      "share_avg_pct": 0.005195512667173403,
      "share_peak_pct": 0.01385514069961031,
      "share_change_1y_pp": -0.00011671547821510908,
      "share_trend_pp_per_yr": 0,
      "cagr_full_pct": 8.6164,
      "yoy_avg_pct": 2769928.4888,
      "yoy_latest_pct": -98.9191,
      "trend_consistency_pct": 41.6667,
      "exports_proj_3y_usd": 1861.82,
      "exports_proj_5y_usd": 2196.48,
      "your_share_gap_pp": 63.8424,
      "addressable_proj_3y_usd": 119149093192.16,
      "addressable_proj_5y_usd": 168492770918.37,
      "peer_best_share_pct": 63.842383502238086,
      "peer_top_exporter": "AUS",
      "num_suppliers_latest": 72,
      "buyer_herfindahl_index": 4518.16,
      "distance_km": 9223.8310546875,
      "shares_official_language": 0,
      "common_spoken_language_score": 0.000699999975040555,
      "has_wto_reported_fta": 0,
      "buyer_is_eu_member": 0,
      "buyer_is_wto_member": 1,
      "buyer_biz_entry_days": 8.5,
      "shared_legal_system": 0,
      "shared_religion": 0,
      "shares_land_border": 0,
      "lane_volatility_cv": 0.9665976610599908,
      "lane_max_drawdown_pct": 99.99986086134913,
      "signal_flag": "Growing",
      "lane_data_years": 13,
      "lane_last_year": 2024,
      "rank": 1,
      "importer_name": "China"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "USA",
      "hs_code": "270900",
      "hs_description": "Oils: petroleum oils and oils obtained from bituminous minerals, crude",
      "hs_chapter": 27,
      "hs_heading": 2709,
      "price_range_label": "Unclassified",
      "trade_type_label": "Two-way trade",
      "substitution_elasticity": -12.554918,
      "buyer_imports_latest_usd": 164969722936.03137,
      "buyer_imports_avg_usd": 156924866345.68698,
      "buyer_imports_peak_usd": 344495139029.44666,
      "buyer_cagr_full_pct": 4.6577,
      "buyer_yoy_avg_pct": 9.4895,
      "buyer_yoy_latest_pct": 1.0507,
      "buyer_trend_consistency_pct": 58.6207,
      "buyer_imports_proj_3y_usd": 189111516412.92,
      "buyer_imports_proj_5y_usd": 207138327423.83,
      "buyer_gdp_mn_latest": 22996100,
      "buyer_gdp_pc_latest": 69288,
      "buyer_population_latest": 331893.738,
      "buyer_investment_rate": 21.94,
      "buyer_savings_rate": 17.5,
      "buyer_edu_secondary": 98.29,
      "buyer_gdp_mn_2030_proj": 25548808.87,
      "buyer_gdp_pc_2030_proj": 74535.71,
      "buyer_gdp_pc_growth_pct": 7.57,
      "buyer_gdp_mn_growth_pct": 11.1,
      "buyer_pop_growth_pct": 3.28,
      "exports_latest_usd": 4.8265624929482405,
      "exports_avg_usd": 24.352674667092938,
      "exports_peak_usd": 47.40980858229306,
      "share_latest_pct": "4.6560019301751255e-9",
      "share_avg_pct": "1.2666027716926297e-8",
      "share_peak_pct": "3.4164527562279714e-8",
      "share_change_1y_pp": "-2.9508525632104588e-8",
      "share_trend_pp_per_yr": 0,
      "cagr_full_pct": -6.0544,
      "yoy_avg_pct": 52.4853,
      "yoy_latest_pct": -88.9435,
      "trend_consistency_pct": 60,
      "exports_proj_3y_usd": 4,
      "exports_proj_5y_usd": 3.53,
      "your_share_gap_pp": 61.0927,
      "addressable_proj_3y_usd": 115533268524.07,
      "addressable_proj_5y_usd": 126546328102.15,
      "peer_best_share_pct": 61.092666763146475,
      "peer_top_exporter": "CAN",
      "num_suppliers_latest": 43,
      "buyer_herfindahl_index": 3869.99,
      "distance_km": 11853.1318359375,
      "shares_official_language": 1,
      "common_spoken_language_score": 0.06719999760389328,
      "has_wto_reported_fta": 0,
      "buyer_is_eu_member": 0,
      "buyer_is_wto_member": 1,
      "buyer_biz_entry_days": 4.2,
      "shared_legal_system": 1,
      "shared_religion": 0,
      "shares_land_border": 0,
      "lane_volatility_cv": 0.7390947312148849,
      "lane_max_drawdown_pct": 89.81948538229092,
      "signal_flag": "Slowing",
      "lane_data_years": 6,
      "lane_last_year": 2016,
      "rank": 2,
      "importer_name": "USA, Puerto Rico and US Virgin Islands"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "CHN",
      "hs_code": "270900",
      "hs_description": "Oils: petroleum oils and oils obtained from bituminous minerals, crude",
      "hs_chapter": 27,
      "hs_heading": 2709,
      "price_range_label": "Unclassified",
      "trade_type_label": "Two-way trade",
      "substitution_elasticity": -12.554918,
      "buyer_imports_latest_usd": 291595370039.4009,
      "buyer_imports_avg_usd": 119610923809.36368,
      "buyer_imports_peak_usd": 336534240929.6962,
      "buyer_cagr_full_pct": 18.0968,
      "buyer_yoy_avg_pct": 25.0717,
      "buyer_yoy_latest_pct": -6.7152,
      "buyer_trend_consistency_pct": 65.5172,
      "buyer_imports_proj_3y_usd": 480280690956.74,
      "buyer_imports_proj_5y_usd": 669840591900.28,
      "buyer_gdp_mn_latest": 17734062.645370997,
      "buyer_gdp_pc_latest": 12556,
      "buyer_population_latest": 1412359.985,
      "buyer_investment_rate": 44.52,
      "buyer_savings_rate": 45.77,
      "buyer_edu_secondary": 84.78,
      "buyer_gdp_mn_2030_proj": 23254511.23,
      "buyer_gdp_pc_2030_proj": 16362.42,
      "buyer_gdp_pc_growth_pct": 30.32,
      "buyer_gdp_mn_growth_pct": 31.13,
      "buyer_pop_growth_pct": 0.62,
      "exports_latest_usd": 2040469.777548019,
      "exports_avg_usd": 2040469.777548019,
      "exports_peak_usd": 2040469.777548019,
      "share_latest_pct": 0.039302336641564704,
      "share_avg_pct": 0.039302336641564704,
      "share_peak_pct": 0.039302336641564704,
      "share_change_1y_pp": 0.039302336641564704,
      "share_trend_pp_per_yr": null,
      "cagr_full_pct": null,
      "yoy_avg_pct": null,
      "yoy_latest_pct": null,
      "trend_consistency_pct": null,
      "exports_proj_3y_usd": null,
      "exports_proj_5y_usd": null,
      "your_share_gap_pp": 20.5164,
      "addressable_proj_3y_usd": 98536316414.17,
      "addressable_proj_5y_usd": 137427187378.83,
      "peer_best_share_pct": 20.55570415531261,
      "peer_top_exporter": "RUS",
      "num_suppliers_latest": 46,
      "buyer_herfindahl_index": 1091.32,
      "distance_km": 9223.8310546875,
      "shares_official_language": 0,
      "common_spoken_language_score": 0.000699999975040555,
      "has_wto_reported_fta": 0,
      "buyer_is_eu_member": 0,
      "buyer_is_wto_member": 1,
      "buyer_biz_entry_days": 8.5,
      "shared_legal_system": 0,
      "shared_religion": 0,
      "shares_land_border": 0,
      "lane_volatility_cv": 0,
      "lane_max_drawdown_pct": 0,
      "signal_flag": "Declining",
      "lane_data_years": 1,
      "lane_last_year": 1999,
      "rank": 3,
      "importer_name": "China"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "CHN",
      "hs_code": "854231",
      "hs_description": "Electronic integrated circuits: processors and controllers, whether or not combined with memories, converters, logic circuits, amplifiers, clock and timing circuits, or other circuits",
      "hs_chapter": 85,
      "hs_heading": 8542,
      "price_range_label": null,
      "trade_type_label": null,
      "substitution_elasticity": -28.105183,
      "buyer_imports_latest_usd": 157957471563.19238,
      "buyer_imports_avg_usd": 62821830016.86486,
      "buyer_imports_peak_usd": 168178493927.78226,
      "buyer_cagr_full_pct": 18.0716,
      "buyer_yoy_avg_pct": 20.2655,
      "buyer_yoy_latest_pct": 10.468,
      "buyer_trend_consistency_pct": 82.7586,
      "buyer_imports_proj_3y_usd": 260001900080.28,
      "buyer_imports_proj_5y_usd": 362466121501.69,
      "buyer_gdp_mn_latest": 17734062.645370997,
      "buyer_gdp_pc_latest": 12556,
      "buyer_population_latest": 1412359.985,
      "buyer_investment_rate": 44.52,
      "buyer_savings_rate": 45.77,
      "buyer_edu_secondary": 84.78,
      "buyer_gdp_mn_2030_proj": 23254511.23,
      "buyer_gdp_pc_2030_proj": 16362.42,
      "buyer_gdp_pc_growth_pct": 30.32,
      "buyer_gdp_mn_growth_pct": 31.13,
      "buyer_pop_growth_pct": 0.62,
      "exports_latest_usd": 1513.9064006669832,
      "exports_avg_usd": 52588.75120630562,
      "exports_peak_usd": 258896.08801890368,
      "share_latest_pct": "9.584265851339172e-7",
      "share_avg_pct": 0.00007377106881599065,
      "share_peak_pct": 0.00031825295003846157,
      "share_change_1y_pp": -0.0000010327987837175388,
      "share_trend_pp_per_yr": -0.000002,
      "cagr_full_pct": -5.3215,
      "yoy_avg_pct": 389.4186,
      "yoy_latest_pct": -46.829,
      "trend_consistency_pct": 50,
      "exports_proj_3y_usd": 1284.85,
      "exports_proj_5y_usd": 1151.74,
      "your_share_gap_pp": 35.8232,
      "addressable_proj_3y_usd": 93141115184.25,
      "addressable_proj_5y_usd": 129847123281.61,
      "peer_best_share_pct": 35.823245002217064,
      "peer_top_exporter": "TWN",
      "num_suppliers_latest": 96,
      "buyer_herfindahl_index": 1780.93,
      "distance_km": 9223.8310546875,
      "shares_official_language": 0,
      "common_spoken_language_score": 0.000699999975040555,
      "has_wto_reported_fta": 0,
      "buyer_is_eu_member": 0,
      "buyer_is_wto_member": 1,
      "buyer_biz_entry_days": 8.5,
      "shared_legal_system": 0,
      "shared_religion": 0,
      "shares_land_border": 0,
      "lane_volatility_cv": 1.5538655377071473,
      "lane_max_drawdown_pct": 99.75072489853886,
      "signal_flag": "Slowing",
      "lane_data_years": 15,
      "lane_last_year": 2024,
      "rank": 4,
      "importer_name": "China"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "IND",
      "hs_code": "270900",
      "hs_description": "Oils: petroleum oils and oils obtained from bituminous minerals, crude",
      "hs_chapter": 27,
      "hs_heading": 2709,
      "price_range_label": "Unclassified",
      "trade_type_label": "Two-way trade",
      "substitution_elasticity": -12.554918,
      "buyer_imports_latest_usd": 130055084036.38712,
      "buyer_imports_avg_usd": 64170508799.39396,
      "buyer_imports_peak_usd": 152060782427.06155,
      "buyer_cagr_full_pct": 13.8113,
      "buyer_yoy_avg_pct": 22.1621,
      "buyer_yoy_latest_pct": -0.4829,
      "buyer_trend_consistency_pct": 55.1724,
      "buyer_imports_proj_3y_usd": 191727070869.5,
      "buyer_imports_proj_5y_usd": 248344286477.17,
      "buyer_gdp_mn_latest": 3173397.590817,
      "buyer_gdp_pc_latest": 2277,
      "buyer_population_latest": 1393409.058,
      "buyer_investment_rate": 35.67,
      "buyer_savings_rate": 30.91,
      "buyer_edu_secondary": 63.75,
      "buyer_gdp_mn_2030_proj": 4531249.24,
      "buyer_gdp_pc_2030_proj": 3097.37,
      "buyer_gdp_pc_growth_pct": 36.03,
      "buyer_gdp_mn_growth_pct": 42.79,
      "buyer_pop_growth_pct": 4.97,
      "exports_latest_usd": 10.124486891150053,
      "exports_avg_usd": 1013128.4581103238,
      "exports_peak_usd": 3955960.3767914474,
      "share_latest_pct": "1.5109134402522748e-8",
      "share_avg_pct": 0.0073423172416216135,
      "share_peak_pct": 0.039040183935773694,
      "share_change_1y_pp": "8.559144737835788e-9",
      "share_trend_pp_per_yr": 0,
      "cagr_full_pct": -19.4904,
      "yoy_avg_pct": 649058.5197,
      "yoy_latest_pct": 31.3204,
      "trend_consistency_pct": 60,
      "exports_proj_3y_usd": 5.28,
      "exports_proj_5y_usd": 3.42,
      "your_share_gap_pp": 38.0897,
      "addressable_proj_3y_usd": 73028241150.04,
      "addressable_proj_5y_usd": 94593561351.78,
      "peer_best_share_pct": 38.089686995072256,
      "peer_top_exporter": "RUS",
      "num_suppliers_latest": 36,
      "buyer_herfindahl_index": 2142.64,
      "distance_km": 5439.08251953125,
      "shares_official_language": 1,
      "common_spoken_language_score": 0.016100000590085983,
      "has_wto_reported_fta": 0,
      "buyer_is_eu_member": 0,
      "buyer_is_wto_member": 1,
      "buyer_biz_entry_days": 17.5,
      "shared_legal_system": 1,
      "shared_religion": 0,
      "shares_land_border": 0,
      "lane_volatility_cv": 1.5074975871869183,
      "lane_max_drawdown_pct": 99.99980511029484,
      "signal_flag": "Declining",
      "lane_data_years": 6,
      "lane_last_year": 2015,
      "rank": 5,
      "importer_name": "India"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "CHN",
      "hs_code": "854232",
      "hs_description": "Electronic integrated circuits: memories",
      "hs_chapter": 85,
      "hs_heading": 8542,
      "price_range_label": null,
      "trade_type_label": null,
      "substitution_elasticity": -28.105183,
      "buyer_imports_latest_usd": 80551589606.64478,
      "buyer_imports_avg_usd": 36134050859.40172,
      "buyer_imports_peak_usd": 104711547908.91696,
      "buyer_cagr_full_pct": 17.4445,
      "buyer_yoy_avg_pct": 20.3851,
      "buyer_yoy_latest_pct": 20.6299,
      "buyer_trend_consistency_pct": 72.4138,
      "buyer_imports_proj_3y_usd": 130488465073.49,
      "buyer_imports_proj_5y_usd": 179985475949.69,
      "buyer_gdp_mn_latest": 17734062.645370997,
      "buyer_gdp_pc_latest": 12556,
      "buyer_population_latest": 1412359.985,
      "buyer_investment_rate": 44.52,
      "buyer_savings_rate": 45.77,
      "buyer_edu_secondary": 84.78,
      "buyer_gdp_mn_2030_proj": 23254511.23,
      "buyer_gdp_pc_2030_proj": 16362.42,
      "buyer_gdp_pc_growth_pct": 30.32,
      "buyer_gdp_mn_growth_pct": 31.13,
      "buyer_pop_growth_pct": 0.62,
      "exports_latest_usd": 4972.861343344324,
      "exports_avg_usd": 9723.634270176637,
      "exports_peak_usd": 34047.17150127464,
      "share_latest_pct": 0.000006349416650563017,
      "share_avg_pct": 0.00003169044837078834,
      "share_peak_pct": 0.00012057251847452439,
      "share_change_1y_pp": 0.00000439306214895559,
      "share_trend_pp_per_yr": 0.000001,
      "cagr_full_pct": 28.9316,
      "yoy_avg_pct": 269.8844,
      "yoy_latest_pct": 483.6969,
      "trend_consistency_pct": 75,
      "exports_proj_3y_usd": 9712.62,
      "exports_proj_5y_usd": 15175.97,
      "your_share_gap_pp": 50.3154,
      "addressable_proj_3y_usd": 65655760938.13,
      "addressable_proj_5y_usd": 90560367727.78,
      "peer_best_share_pct": 50.31538165953112,
      "peer_top_exporter": "KOR",
      "num_suppliers_latest": 67,
      "buyer_herfindahl_index": 3278.21,
      "distance_km": 9223.8310546875,
      "shares_official_language": 0,
      "common_spoken_language_score": 0.000699999975040555,
      "has_wto_reported_fta": 0,
      "buyer_is_eu_member": 0,
      "buyer_is_wto_member": 1,
      "buyer_biz_entry_days": 8.5,
      "shared_legal_system": 0,
      "shared_religion": 0,
      "shares_land_border": 0,
      "lane_volatility_cv": 1.2781007503027668,
      "lane_max_drawdown_pct": 97.49770825915809,
      "signal_flag": "Accelerating",
      "lane_data_years": 9,
      "lane_last_year": 2017,
      "rank": 6,
      "importer_name": "China"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "CHN",
      "hs_code": "710812",
      "hs_description": "Metals: gold, non-monetary, unwrought (but not powder)",
      "hs_chapter": 71,
      "hs_heading": 7108,
      "price_range_label": "Medium price range",
      "trade_type_label": "Two-way horizontal trade",
      "substitution_elasticity": -8.5809689,
      "buyer_imports_latest_usd": 80847019955.26123,
      "buyer_imports_avg_usd": 21476220561.151894,
      "buyer_imports_peak_usd": 80847019955.26123,
      "buyer_cagr_full_pct": 33.6933,
      "buyer_yoy_avg_pct": 68.1507,
      "buyer_yoy_latest_pct": 2.4022,
      "buyer_trend_consistency_pct": 68.9655,
      "buyer_imports_proj_3y_usd": 157904335850.12,
      "buyer_imports_proj_5y_usd": 246725524765.81,
      "buyer_gdp_mn_latest": 17734062.645370997,
      "buyer_gdp_pc_latest": 12556,
      "buyer_population_latest": 1412359.985,
      "buyer_investment_rate": 44.52,
      "buyer_savings_rate": 45.77,
      "buyer_edu_secondary": 84.78,
      "buyer_gdp_mn_2030_proj": 23254511.23,
      "buyer_gdp_pc_2030_proj": 16362.42,
      "buyer_gdp_pc_growth_pct": 30.32,
      "buyer_gdp_mn_growth_pct": 31.13,
      "buyer_pop_growth_pct": 0.62,
      "exports_latest_usd": 80729.62151946632,
      "exports_avg_usd": 41006.744861882566,
      "exports_peak_usd": 80729.62151946632,
      "share_latest_pct": 0.0000998547894086141,
      "share_avg_pct": 0.07572852155549761,
      "share_peak_pct": 0.1442468834184882,
      "share_change_1y_pp": 0.00008931629808782229,
      "share_trend_pp_per_yr": -0.036037,
      "cagr_full_pct": 4.0287,
      "yoy_avg_pct": 240.2214,
      "yoy_latest_pct": 870.2858,
      "trend_consistency_pct": 50,
      "exports_proj_3y_usd": 90885.1,
      "exports_proj_5y_usd": 98355.62,
      "your_share_gap_pp": 41.0962,
      "addressable_proj_3y_usd": 64892649363.6,
      "addressable_proj_5y_usd": 101394764630.62,
      "peer_best_share_pct": 41.09627939553996,
      "peer_top_exporter": "CHE",
      "num_suppliers_latest": 44,
      "buyer_herfindahl_index": 2334.79,
      "distance_km": 9223.8310546875,
      "shares_official_language": 0,
      "common_spoken_language_score": 0.000699999975040555,
      "has_wto_reported_fta": 0,
      "buyer_is_eu_member": 0,
      "buyer_is_wto_member": 1,
      "buyer_biz_entry_days": 8.5,
      "shared_legal_system": 0,
      "shared_religion": 0,
      "shares_land_border": 0,
      "lane_volatility_cv": 0.6784267032357261,
      "lane_max_drawdown_pct": 87.58078194936977,
      "signal_flag": "Growing",
      "lane_data_years": 5,
      "lane_last_year": 2024,
      "rank": 7,
      "importer_name": "China"
    },
    {
      "exporter_iso3": "KEN",
      "importer_iso3": "CHN",
      "hs_code": "120190",
      "hs_description": "Soya beans: other than seed, whether or not broken",
      "hs_chapter": 12,
      "hs_heading": 1201,
      "price_range_label": null,
      "trade_type_label": null,
      "substitution_elasticity": null,
      "buyer_imports_latest_usd": 47786414310.88837,
      "buyer_imports_avg_usd": 21186911722.821457,
      "buyer_imports_peak_usd": 55251613373.19546,
      "buyer_cagr_full_pct": 24.6213,
      "buyer_yoy_avg_pct": 36.5677,
      "buyer_yoy_latest_pct": -13.5113,
      "buyer_trend_consistency_pct": 79.3103,
      "buyer_imports_proj_3y_usd": 92487112088.71,
      "buyer_imports_proj_5y_usd": 143636804658.66,
      "buyer_gdp_mn_latest": 17734062.645370997,
      "buyer_gdp_pc_latest": 12556,
      "buyer_population_latest": 1412359.985,
      "buyer_investment_rate": 44.52,
      "buyer_savings_rate": 45.77,
      "buyer_edu_secondary": 84.78,
      "buyer_gdp_mn_2030_proj": 23254511.23,
      "buyer_gdp_pc_2030_proj": 16362.42,
      "buyer_gdp_pc_growth_pct": 30.32,
      "buyer_gdp_mn_growth_pct": 31.13,
      "buyer_pop_growth_pct": 0.62,
      "exports_latest_usd": 15.25066957641256,
      "exports_avg_usd": 15.25066957641256,
      "exports_peak_usd": 15.25066957641256,
      "share_latest_pct": 0.000002269146707718834,
      "share_avg_pct": 0.000002269146707718834,
      "share_peak_pct": 0.000002269146707718834,
      "share_change_1y_pp": 0.000002269146707718834,
      "share_trend_pp_per_yr": null,
      "cagr_full_pct": null,
      "yoy_avg_pct": null,
      "yoy_latest_pct": null,
      "trend_consistency_pct": null,
      "exports_proj_3y_usd": null,
      "exports_proj_5y_usd": null,
      "your_share_gap_pp": 67.4651,
      "addressable_proj_3y_usd": 62396557479.48,
      "addressable_proj_5y_usd": 96904767979.53,
      "peer_best_share_pct": 67.46513991949753,
      "peer_top_exporter": "BRA",
      "num_suppliers_latest": 22,
      "buyer_herfindahl_index": 5187.13,
      "distance_km": 9223.8310546875,
      "shares_official_language": 0,
      "common_spoken_language_score": 0.000699999975040555,
      "has_wto_reported_fta": 0,
      "buyer_is_eu_member": 0,
      "buyer_is_wto_member": 1,
      "buyer_biz_entry_days": 8.5,
      "shared_legal_system": 0,
      "shared_religion": 0,
      "shares_land_border": 0,
      "lane_volatility_cv": 0,
      "lane_max_drawdown_pct": 0,
      "signal_flag": "Declining",
      "lane_data_years": 1,
      "lane_last_year": 1997,
      "rank": 8,
      "importer_name": "China"
    }
  ],
  "countryDirectory": [
    {
      "iso3": "ARE",
      "country_name": "United Arab Emirates"
    },
    {
      "iso3": "UGA",
      "country_name": "Uganda"
    },
    {
      "iso3": "USA",
      "country_name": "USA, Puerto Rico and US Virgin Islands"
    },
    {
      "iso3": "PAK",
      "country_name": "Pakistan"
    },
    {
      "iso3": "NLD",
      "country_name": "Netherlands"
    },
    {
      "iso3": "GBR",
      "country_name": "United Kingdom"
    },
    {
      "iso3": "TZA",
      "country_name": "United Rep. of Tanzania"
    },
    {
      "iso3": "RWA",
      "country_name": "Rwanda"
    },
    {
      "iso3": "EGY",
      "country_name": "Egypt"
    },
    {
      "iso3": "SSD",
      "country_name": "South Sudan"
    }
  ],
  "sourceAttribution": {
    "publisher": "OECD",
    "dataset": "Balanced international merchandise trade statistics (BIMTS) - HS2017-6D",
    "year": 2025,
    "citation": "OECD (2025), Balanced international merchandise trade statistics (BIMTS) - HS2017-6D, OECD Data Explorer (accessed on 2026-08-28)",
    "sourceUrl": "https://data-explorer.oecd.org/",
    "dataflowUrl": "https://sdmx.oecd.org/sti-public/rest/dataflow/OECD.SDD.TPS/DSD_BIMTS_6D@DF_BIMTS_HS2017_6D/1.0",
    "termsUrl": "https://www.oecd.org/termsandconditions/",
    "terms": "OECD Terms & Conditions",
    "accessed": "2026-08-28",
    "supportingSources": [
      {
        "publisher": "CEPII",
        "dataset": "BACI bilateral trade flows",
        "release": "202601",
        "citation": "Gaulier, G. and Zignago, S. (2010), BACI: International Trade Database at the Product-Level. The 1994-2007 Version, CEPII Working Paper No. 2010-23.",
        "sourceUrl": "https://www.cepii.fr/DATA_DOWNLOAD/baci/doc/baci_webpage.html",
        "datasetUrl": "https://www.cepii.fr/CEPII/en/bdd_modele/bdd_modele_item.asp?id=37",
        "licenseUrl": "https://www.etalab.gouv.fr/wp-content/uploads/2018/11/open-licence.pdf",
        "license": "Etalab 2.0 Open Licence",
        "accessed": "2026-08-28"
      }
    ]
  },
  "methodology": {
    "summary": "Reported country trade observations are combined with calculated growth, shares, concentration, tariff, partner-network, and exposure indicators. Calculated values are not additional reported trade.",
    "reportedValues": "Exports, imports, trade balance, annual history, destination rows, HS2 sector rows, and HS4 rows describe reported merchandise trade observations for the stated country and year.",
    "calculatedIndicators": "CAGR, year-on-year change, destination share, sector share, HHI, tariff context, distance averages, exposure shares, route risk context, emerging-corridor signals, addressable-value fields, and momentum are calculated or classified from the available observations.",
    "coverage": "This sample covers the available country history from 1995 through the latest reported year. The exact first and latest year are included in the structured payload.",
    "missingData": "Missing values are shown as Not reported and are not estimated."
  },
  "links": {
    "canonical": "https://www.yugalinks.com/trade/country-export/KEN",
    "html": "https://www.yugalinks.com/trade/country-export/KEN/index.html",
    "markdown": "https://www.yugalinks.com/trade/country-export/KEN/index.md",
    "json": "https://www.yugalinks.com/trade/country-export/KEN/index.json",
    "jsonLd": "https://www.yugalinks.com/trade/country-export/KEN/index.ld.json",
    "home": "https://www.yugalinks.com/",
    "tradeHub": "https://www.yugalinks.com/trade/",
    "workspace": "https://www.yugalinks.com/app/countries",
    "dataSources": "https://www.yugalinks.com/data-sources",
    "methodology": "https://www.yugalinks.com/methodology",
    "dataCoverage": "https://www.yugalinks.com/data-coverage",
    "responsibleAi": "https://www.yugalinks.com/responsible-ai",
    "contact": "https://www.yugalinks.com/contact",
    "email": "mailto:support@yugalinks.com",
    "linkedin": "https://in.linkedin.com/company/yugalinks"
  }
}
```

## About Yugalinks

Yugalinks provides trade intelligence for teams researching products, markets, suppliers, and trade routes. Visit the [country workspace](https://www.yugalinks.com/app/countries), [methodology](https://www.yugalinks.com/methodology), [data coverage](https://www.yugalinks.com/data-coverage), or [contact Yugalinks](https://www.yugalinks.com/contact).


## Data sources

- Primary trade series: OECD (2025), Balanced international merchandise trade statistics (BIMTS) - HS2017-6D, OECD Data Explorer (accessed on 2026-08-28). [OECD Data Explorer](https://data-explorer.oecd.org/) - [OECD Terms & Conditions](https://www.oecd.org/termsandconditions/)
- CEPII BACI bilateral trade flows (202601): [dataset page](https://www.cepii.fr/CEPII/en/bdd_modele/bdd_modele_item.asp?id=37) - [BACI documentation](https://www.cepii.fr/DATA_DOWNLOAD/baci/doc/baci_webpage.html) - [Etalab 2.0 Open Licence](https://www.etalab.gouv.fr/wp-content/uploads/2018/11/open-licence.pdf)

This page presents derived Yugalinks views of reported observations and calculated indicators.
