{
  "template": "corridor-anomaly-watch",
  "templateName": "Trade anomaly page",
  "source": "api",
  "publisher": {
    "name": "Yugalinks",
    "url": "https://www.yugalinks.com",
    "linkedin": "https://in.linkedin.com/company/yugalinks",
    "logo": "https://www.yugalinks.com/trade/yugalinks-logo-v3-dark-mode.webp"
  },
  "seo": {
    "title": "India to Ghana trade anomaly | HS 090220 | Yugalinks",
    "description": "Reported trade anomaly for India to Ghana in tea, green (HS 090220), with anomaly severity, market value, history, and context.",
    "canonical": "https://www.yugalinks.com/trade/signal/anomaly/ind-gha-090220",
    "robots": "index, follow"
  },
  "breadcrumbs": [
    {
      "name": "Home",
      "url": "https://www.yugalinks.com/"
    },
    {
      "name": "Trade data",
      "url": "https://www.yugalinks.com/trade/"
    },
    {
      "name": "Trade anomalies",
      "url": "https://www.yugalinks.com/trade/signal/anomaly/"
    },
    {
      "name": "IND-GHA HS 090220",
      "url": "https://www.yugalinks.com/trade/signal/anomaly/ind-gha-090220"
    }
  ],
  "sections": [
    "overview",
    "history",
    "context",
    "related-movements",
    "faq",
    "data-source"
  ],
  "anomaly": {
    "year": 2024,
    "exporter_iso3": "IND",
    "importer_iso3": "GHA",
    "hs_code": "090220",
    "market_imports_usd": 1631009.1665914254,
    "momentum_yoy_pct": 2951.0472858233948,
    "anomaly_z_score": 2.6889716562312396,
    "anomaly_type": "spike",
    "anomaly_severity": "67.22429140578099",
    "new_corridor_signal_type": "",
    "new_corridor_signal_strength": 0
  },
  "opportunity": {
    "exporter_iso3": "IND",
    "importer_iso3": "GHA",
    "hs_code": "090220",
    "hs_description": "Tea, green: (not fermented), in immediate packings of a content exceeding 3kg",
    "hs_chapter": "09",
    "hs_heading": "0902",
    "price_range_label": "Medium price range",
    "trade_type_label": "One-way trade",
    "substitution_elasticity": -7.0413895,
    "buyer_imports_latest_usd": 1631009.1665914254,
    "buyer_imports_avg_usd": 1443135.6140500982,
    "buyer_imports_peak_usd": 5831132.283633975,
    "buyer_cagr_full_pct": 11.8884,
    "buyer_yoy_avg_pct": 302.3669,
    "buyer_yoy_latest_pct": 3752.8545,
    "buyer_trend_consistency_pct": 51.7241,
    "buyer_imports_proj_3y_usd": 2284605.64,
    "buyer_imports_proj_5y_usd": 2860099.48,
    "buyer_gdp_mn_latest": 77594.279055,
    "buyer_gdp_pc_latest": 2445,
    "buyer_population_latest": 31732.128,
    "buyer_investment_rate": 23.75,
    "buyer_savings_rate": 17.8,
    "buyer_edu_secondary": 69.53,
    "buyer_gdp_mn_2030_proj": 105722.39,
    "buyer_gdp_pc_2030_proj": 2970.35,
    "buyer_gdp_pc_growth_pct": 21.49,
    "buyer_gdp_mn_growth_pct": 36.25,
    "buyer_pop_growth_pct": 12.15,
    "exports_latest_usd": 90.80171428562282,
    "exports_avg_usd": 2140.9156296370434,
    "exports_peak_usd": 8472.874593960703,
    "share_latest_pct": 0.005567210543358585,
    "share_avg_pct": 1.5974438762690477,
    "share_peak_pct": 9.667603310636176,
    "share_change_1y_pp": -0.0014630482932883717,
    "share_trend_pp_per_yr": -0.067946,
    "cagr_full_pct": -11.6008,
    "yoy_avg_pct": 455.9918,
    "yoy_latest_pct": 2951.0473,
    "trend_consistency_pct": 50,
    "exports_proj_3y_usd": 62.72,
    "exports_proj_5y_usd": 49.02,
    "your_share_gap_pp": 99.4244,
    "addressable_proj_3y_usd": 2271455.83,
    "addressable_proj_5y_usd": 2843637.23,
    "peer_best_share_pct": 99.42998404203576,
    "peer_top_exporter": "CHN",
    "num_suppliers_latest": 10,
    "buyer_herfindahl_index": 9886.39,
    "distance_km": 8498.109375,
    "shares_official_language": 1,
    "common_spoken_language_score": 0.013799999840557575,
    "has_wto_reported_fta": 0,
    "buyer_is_eu_member": 0,
    "buyer_biz_entry_days": 13,
    "shared_legal_system": 1,
    "shared_religion": 0,
    "shares_land_border": 0,
    "buyer_is_wto_member": 1,
    "lane_volatility_cv": 1.1874884947907671,
    "lane_max_drawdown_pct": 99.96487516192434,
    "signal_flag": "Declining",
    "lane_data_years": 25,
    "lane_last_year": 2024
  },
  "lane": {
    "exporter_iso3": "IND",
    "importer_iso3": "GHA",
    "hs_code": "090220"
  },
  "routeHistory": [
    {
      "year": 1996,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 2867.7633747126783,
      "yoy_growth_pct": null,
      "cagr_3y_pct": null
    },
    {
      "year": 1997,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 2562.640600395018,
      "yoy_growth_pct": -10.639747233267837,
      "cagr_3y_pct": null
    },
    {
      "year": 1998,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 4491.524180342241,
      "yoy_growth_pct": 75.26937564518006,
      "cagr_3y_pct": null
    },
    {
      "year": 1999,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 7653.1044925561655,
      "yoy_growth_pct": 70.38992077680457,
      "cagr_3y_pct": 38.70691406849094
    },
    {
      "year": 2003,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 631.9244814234685,
      "yoy_growth_pct": -91.7429001258494,
      "cagr_3y_pct": -37.29158467213266
    },
    {
      "year": 2004,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 400.11199079350513,
      "yoy_growth_pct": -36.683574927780015,
      "cagr_3y_pct": -55.338914459996914
    },
    {
      "year": 2005,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 173.864366435053,
      "yoy_growth_pct": -56.546074490233636,
      "cagr_3y_pct": -71.67797426436462
    },
    {
      "year": 2006,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 3.6724744609564413,
      "yoy_growth_pct": -97.88773597703914,
      "cagr_3y_pct": -82.02104131057304
    },
    {
      "year": 2007,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 12.386583669745932,
      "yoy_growth_pct": 237.2816830023654,
      "cagr_3y_pct": -68.60045719044405
    },
    {
      "year": 2008,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 21.209042619858018,
      "yoy_growth_pct": 71.22592625487871,
      "cagr_3y_pct": -50.40512185836788
    },
    {
      "year": 2009,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 191.24408207106782,
      "yoy_growth_pct": 801.7101125159043,
      "cagr_3y_pct": 273.43046054313515
    },
    {
      "year": 2010,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 1612.0001908064519,
      "yoy_growth_pct": 742.9019990314888,
      "cagr_3y_pct": 406.76255381423056
    },
    {
      "year": 2011,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 44.593647901556075,
      "yoy_growth_pct": -97.23364499856253,
      "cagr_3y_pct": 28.1102794552466
    },
    {
      "year": 2013,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 228.59529508757913,
      "yoy_growth_pct": 412.61851372244973,
      "cagr_3y_pct": 6.1271318954644105
    },
    {
      "year": 2014,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 4810.890212004129,
      "yoy_growth_pct": 2004.5447195931952,
      "cagr_3y_pct": 43.974900061681275
    },
    {
      "year": 2015,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 259.57148782162096,
      "yoy_growth_pct": -94.60450194490122,
      "cagr_3y_pct": 79.88488049291873
    },
    {
      "year": 2016,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 8472.874593960703,
      "yoy_growth_pct": 3164.1776895709404,
      "cagr_3y_pct": 233.41706970655568
    },
    {
      "year": 2017,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 5588.185129102094,
      "yoy_growth_pct": -34.046172085619666,
      "cagr_3y_pct": 5.119135290213661
    },
    {
      "year": 2018,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 4851.10635935837,
      "yoy_growth_pct": -13.189949021287294,
      "cagr_3y_pct": 165.3757716709644
    },
    {
      "year": 2019,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 248.95696807824788,
      "yoy_growth_pct": -94.86803731693122,
      "cagr_3y_pct": -69.14223249311591
    },
    {
      "year": 2020,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 3203.6146988288783,
      "yoy_growth_pct": 1186.8146344961806,
      "cagr_3y_pct": -16.92764976460307
    },
    {
      "year": 2021,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 4318.79519014205,
      "yoy_growth_pct": 34.81006912975022,
      "cagr_3y_pct": -3.8002513102927904
    },
    {
      "year": 2022,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 780.4835005875257,
      "yoy_growth_pct": -81.92821223916722,
      "cagr_3y_pct": 46.35688135211895
    },
    {
      "year": 2023,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 2.976083481482913,
      "yoy_growth_pct": -99.61868720104363,
      "cagr_3y_pct": -90.24258124309146
    },
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "hs_code": "090220",
      "export_value_usd": 90.80171428562282,
      "yoy_growth_pct": 2951.0472858233948,
      "cagr_3y_pct": -72.39991118442204
    }
  ],
  "corridorHistory": [
    {
      "year": 1995,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 17019319.969670735,
      "yoy_growth_pct": null,
      "cagr_3y_pct": null,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 1996,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 43201533.92812994,
      "yoy_growth_pct": 153.8381909801167,
      "cagr_3y_pct": null,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 1997,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 47845973.05366143,
      "yoy_growth_pct": 10.75063476509417,
      "cagr_3y_pct": null,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 1998,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 55328160.23050618,
      "yoy_growth_pct": 15.638070874748733,
      "cagr_3y_pct": 48.13852246632371,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 1999,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 58494764.52432759,
      "yoy_growth_pct": 5.723313915786865,
      "cagr_3y_pct": 10.629922947366065,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2000,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 52875223.69433347,
      "yoy_growth_pct": -9.606912474460838,
      "cagr_3y_pct": 3.3877162263635796,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2001,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 63850413.72816404,
      "yoy_growth_pct": 20.756772769940568,
      "cagr_3y_pct": 4.8912261252115785,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2002,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 89078732.15434593,
      "yoy_growth_pct": 39.511597424550175,
      "cagr_3y_pct": 15.049749314852988,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2003,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 156094630.35305974,
      "yoy_growth_pct": 75.2322092804329,
      "cagr_3y_pct": 43.453753220649396,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2004,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 163900568.9668318,
      "yoy_growth_pct": 5.000773310469642,
      "cagr_3y_pct": 36.92168923818533,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2005,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 186799158.13378316,
      "yoy_growth_pct": 13.971024817848733,
      "cagr_3y_pct": 27.99714885680178,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2006,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 251568004.0358365,
      "yoy_growth_pct": 34.67298597548643,
      "cagr_3y_pct": 17.243600458180673,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2007,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 627928930.6800803,
      "yoy_growth_pct": 149.60603916491314,
      "cagr_3y_pct": 56.4744176386313,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2008,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 527709298.32899487,
      "yoy_growth_pct": -15.96034637909457,
      "cagr_3y_pct": 41.36436411742474,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2009,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 340505471.2714731,
      "yoy_growth_pct": -35.4748016853801,
      "cagr_3y_pct": 10.61726002445129,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2010,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 432144382.4322434,
      "yoy_growth_pct": 26.912610484226196,
      "cagr_3y_pct": -11.711095852649134,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2011,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 702789149.5680492,
      "yoy_growth_pct": 62.62832010277042,
      "cagr_3y_pct": 10.021298691624935,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2012,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 689904449.7595335,
      "yoy_growth_pct": -1.8333663541098888,
      "cagr_3y_pct": 26.538189748389573,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2013,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 798946462.7734903,
      "yoy_growth_pct": 15.805378998782139,
      "cagr_3y_pct": 22.733448081058285,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2014,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 751511647.6216428,
      "yoy_growth_pct": -5.937170681897841,
      "cagr_3y_pct": 2.2594743819975838,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2015,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 756267894.3617228,
      "yoy_growth_pct": 0.6328906218729058,
      "cagr_3y_pct": 3.1087620348436484,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2016,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 645673987.9510931,
      "yoy_growth_pct": -14.623641600436986,
      "cagr_3y_pct": -6.853786707346032,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2017,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 630143867.7243226,
      "yoy_growth_pct": -2.4052572221550994,
      "cagr_3y_pct": -5.702249481076493,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2018,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 708459751.077956,
      "yoy_growth_pct": 12.428254461391553,
      "cagr_3y_pct": -2.1532272262425267,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2019,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 584094173.4820762,
      "yoy_growth_pct": -17.554360343922358,
      "cagr_3y_pct": -3.285885199030547,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2020,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 487873597.97071403,
      "yoy_growth_pct": -16.473469498547367,
      "cagr_3y_pct": -8.176071903253268,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2021,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 1064797077.134849,
      "yoy_growth_pct": 118.25265428664706,
      "cagr_3y_pct": 14.547044819061728,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2022,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 963462259.1122949,
      "yoy_growth_pct": -9.51681970194972,
      "cagr_3y_pct": 18.154593672578144,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2023,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 998154036.7310915,
      "yoy_growth_pct": 3.600740692298676,
      "cagr_3y_pct": 26.949233714587994,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    },
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "GHA",
      "export_value_usd": 922123049.509314,
      "yoy_growth_pct": -7.617159719232869,
      "cagr_3y_pct": -4.6822001770709605,
      "distance_km": 8573,
      "capital_distance_km": 8492,
      "shares_land_border": 0,
      "shares_official_language": 1,
      "shares_ethnic_language": 1,
      "shared_religion": 0,
      "shared_legal_system": 1,
      "shared_colonial_history": 0,
      "has_fta": 0,
      "rta_coverage_ratio": null,
      "exporter_is_wto": 1,
      "importer_is_wto": 1,
      "exporter_is_eu": 0,
      "importer_is_eu": 0,
      "importer_gdp_million_usd": 77594.279055,
      "importer_gdp_per_capita_usd": 2445.2907493314033,
      "importer_population": 31732.128,
      "importer_biz_entry_days": 13,
      "importer_biz_entry_cost_pct": 12.3,
      "exporter_gdp_million_usd": 3173397.5908170003,
      "exporter_gdp_per_capita_usd": 2277.434305882774,
      "diplomatic_disagreement": 0.002285678043830377,
      "scientific_collaboration": 0.001288659793814433,
      "avg_applied_tariff_pct": 14.30557138868687,
      "avg_mfn_tariff_pct": 14.30557138868687,
      "avg_preferential_tariff_pct": null,
      "tariff_advantage_pp": null
    }
  ],
  "relatedAnomalies": [
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "HKG",
      "hs_code": "710812",
      "market_imports_usd": 41743878490.2161,
      "momentum_yoy_pct": 881312.983340332,
      "anomaly_z_score": 3.9915664466015692,
      "anomaly_type": "spike",
      "anomaly_severity": "99.78916116503923",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "India",
      "importer_name": "China, Hong Kong SAR"
    },
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "CHN",
      "hs_code": "848620",
      "market_imports_usd": 34193009725.873837,
      "momentum_yoy_pct": 32779.194222158236,
      "anomaly_z_score": 3.1207423798020977,
      "anomaly_type": "spike",
      "anomaly_severity": "78.01855949505244",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "India",
      "importer_name": "CHN"
    },
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "USA",
      "hs_code": "847330",
      "market_imports_usd": 32437253404.79868,
      "momentum_yoy_pct": -99.48236316295385,
      "anomaly_z_score": -2.384467431425413,
      "anomaly_type": "drop",
      "anomaly_severity": "59.61168578563532",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "India",
      "importer_name": "USA, Puerto Rico and US Virgin Islands"
    },
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "USA",
      "hs_code": "710812",
      "market_imports_usd": 21528311466.103046,
      "momentum_yoy_pct": 471614.5912097896,
      "anomaly_z_score": 3.681367488809768,
      "anomaly_type": "spike",
      "anomaly_severity": "92.0341872202442",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "India",
      "importer_name": "USA, Puerto Rico and US Virgin Islands"
    },
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "KOR",
      "hs_code": "854239",
      "market_imports_usd": 15909752628.038187,
      "momentum_yoy_pct": 963.6188028225067,
      "anomaly_z_score": 4.1058251398481795,
      "anomaly_type": "spike",
      "anomaly_severity": "100",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "India",
      "importer_name": "KOR"
    },
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "THA",
      "hs_code": "710812",
      "market_imports_usd": 14067731674.616661,
      "momentum_yoy_pct": 85725.07907115985,
      "anomaly_z_score": 3.8673020105047353,
      "anomaly_type": "spike",
      "anomaly_severity": "96.68255026261838",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "India",
      "importer_name": "Thailand"
    },
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "HKG",
      "hs_code": "847330",
      "market_imports_usd": 11747584627.6957,
      "momentum_yoy_pct": 314.3558382817881,
      "anomaly_z_score": 3.295197390936888,
      "anomaly_type": "spike",
      "anomaly_severity": "82.3799347734222",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "India",
      "importer_name": "China, Hong Kong SAR"
    },
    {
      "year": 2024,
      "exporter_iso3": "IND",
      "importer_iso3": "TWN",
      "hs_code": "848620",
      "market_imports_usd": 10604578489.389444,
      "momentum_yoy_pct": 67816.17736874423,
      "anomaly_z_score": 2.998089349459092,
      "anomaly_type": "spike",
      "anomaly_severity": "74.9522337364773",
      "new_corridor_signal_type": "",
      "new_corridor_signal_strength": 0,
      "exporter_name": "India",
      "importer_name": "Taiwan"
    }
  ],
  "links": {
    "html": "https://www.yugalinks.com/trade/signal/anomaly/ind-gha-090220",
    "markdown": "https://www.yugalinks.com/trade/signal/anomaly/ind-gha-090220/index.md",
    "json": "https://www.yugalinks.com/trade/signal/anomaly/ind-gha-090220/index.json",
    "jsonLd": "https://www.yugalinks.com/trade/signal/anomaly/ind-gha-090220/index.ld.json",
    "dataSources": "https://www.yugalinks.com/data-sources",
    "methodology": "https://www.yugalinks.com/methodology"
  },
  "methodology": {
    "summary": "Reported trade observations and calculated indicators are shown separately. An unusual movement is a research prompt, not a causal conclusion or commercial forecast.",
    "url": "https://www.yugalinks.com/methodology"
  },
  "generatedAt": "2026-09-03T09:09:07.272Z",
  "artifactContract": {
    "html": "Full visual page",
    "markdown": "Readable page content and evidence",
    "json": "Complete page data",
    "jsonLd": "Page metadata, FAQ, and provenance"
  }
}