{"title":"Digital evidence chain - six chain curves that cross-verify","source":"lifechain.chain_country_industry","source_rows":213208,"generated_at":"2026-10-11T09:38:33+08:00","year_range":[2015,2024],"years":[2015,2016,2017,2018,2019,2020,2021,2022,2023,2024],"formula":"chain = 3 + 5 * pct","peers":"mid-rank percentile of a country among all countries sharing the same (industry_code, year)","chains":[{"id":"cp","name":"Product chain","input":"rca (revealed comparative advantage)","transform":"none"},{"id":"sp","name":"Sales chain","input":"export_value","transform":"log(1+v)"},{"id":"cc","name":"Customer chain","input":null,"transform":null,"note":"no buyer-country field in the source table: always NULL, never substituted"},{"id":"op","name":"Operations chain","input":"growth_std_5y","transform":"inverted percentile"},{"id":"pm","name":"Promotion chain","input":"growth","transform":"none"},{"id":"mg","name":"Management chain","input":"eci","transform":"none"}],"min_years_per_pair":5,"selection":"only (country x industry) pairs with at least 5 years of readings; the most complete pairs are kept first and interleaved across countries, so every country with enough data is represented","pairs_total":20121,"pairs_included":3035,"industry_names":"official HS chapter titles (English labels added for display; the database stores Chinese names)","note":"Values are NULL where the source has no reading. NULL is never replaced by 0.","countries":{"ABW":"Aruba","AFG":"Afghanistan","AGO":"Angola","AIA":"AIA","ALB":"Albania","AND":"Andorra","ARE":"United Arab Emirates","ARG":"Argentina","ARM":"Armenia","ASM":"American Samoa","ATF":"ATF","ATG":"Antigua and Barbuda","AUS":"Australia","AUT":"Austria","AZE":"Azerbaijan","BDI":"Burundi","BEL":"Belgium","BEN":"Benin","BES":"BES","BFA":"Burkina Faso","BGD":"Bangladesh","BGR":"Bulgaria","BHR":"Bahrain","BHS":"Bahamas, The","BIH":"Bosnia and Herzegovina","BLM":"BLM","BLR":"Belarus","BLZ":"Belize","BMU":"Bermuda","BOL":"Bolivia","BRA":"Brazil","BRB":"Barbados","BRN":"Brunei Darussalam","BTN":"Bhutan","BWA":"Botswana","CAF":"Central African Republic","CAN":"Canada","CCK":"CCK","CHE":"Switzerland","CHL":"Chile","CHN":"China","CIV":"Cote d'Ivoire","CMR":"Cameroon","COD":"Congo, Dem. Rep.","COG":"Congo, Rep.","COK":"COK","COL":"Colombia","COM":"Comoros","CPV":"Cabo Verde","CRI":"Costa Rica","CUB":"Cuba","CUW":"Curacao","CXR":"CXR","CYM":"Cayman Islands","CYP":"Cyprus","CZE":"Czechia","DEU":"Germany","DJI":"Djibouti","DMA":"Dominica","DNK":"Denmark","DOM":"Dominican Republic","DZA":"Algeria","ECU":"Ecuador","EGY":"Egypt, Arab Rep.","ERI":"Eritrea","ESP":"Spain","EST":"Estonia","ETH":"Ethiopia","FIN":"Finland","FJI":"Fiji","FLK":"FLK","FRA":"France","FSM":"Micronesia, Fed. Sts.","GAB":"Gabon","GBR":"United Kingdom","GEO":"Georgia","GHA":"Ghana","GIB":"Gibraltar","GIN":"Guinea","GMB":"Gambia, The","GNB":"Guinea-Bissau","GNQ":"Equatorial Guinea","GRC":"Greece","GRD":"Grenada","GRL":"Greenland","GTM":"Guatemala","GUM":"Guam","GUY":"Guyana","HKG":"Hong Kong SAR, China","HND":"Honduras","HRV":"Croatia","HTI":"Haiti","HUN":"Hungary","IDN":"Indonesia","IND":"India","IOT":"IOT","IRL":"Ireland","IRN":"Iran, Islamic Rep.","IRQ":"Iraq","ISL":"Iceland","ISR":"Israel","ITA":"Italy","JAM":"Jamaica","JOR":"Jordan","JPN":"Japan","KAZ":"Kazakhstan","KEN":"Kenya","KGZ":"Kyrgyz Republic","KHM":"Cambodia","KIR":"Kiribati","KNA":"St. Kitts and Nevis","KOR":"Korea, Rep.","KWT":"Kuwait","LAO":"Lao PDR","LBN":"Lebanon","LBR":"Liberia","LBY":"Libya","LCA":"St. Lucia","LKA":"Sri Lanka","LSO":"Lesotho","LTU":"Lithuania","LUX":"Luxembourg","LVA":"Latvia","MAC":"Macao SAR, China","MAF":"St. Martin (French part)","MAR":"Morocco","MDA":"Moldova","MDG":"Madagascar","MDV":"Maldives","MEX":"Mexico","MHL":"Marshall Islands","MKD":"North Macedonia","MLI":"Mali","MLT":"Malta","MMR":"Myanmar","MNE":"Montenegro","MNG":"Mongolia","MNP":"Northern Mariana Islands","MOZ":"Mozambique","MRT":"Mauritania","MSR":"MSR","MUS":"Mauritius","MWI":"Malawi","MYS":"Malaysia","NAM":"Namibia","NCL":"New Caledonia","NER":"Niger","NFK":"NFK","NGA":"Nigeria","NIC":"Nicaragua","NIU":"NIU","NLD":"Netherlands","NOR":"Norway","NPL":"Nepal","NRU":"Naoero","NZL":"New Zealand","OMN":"Oman","PAK":"Pakistan","PAN":"Panama","PCN":"PCN","PER":"Peru","PHL":"Philippines","PLW":"Palau","PNG":"Papua New Guinea","POL":"Poland","PRK":"Korea, Dem. People's Rep.","PRT":"Portugal","PRY":"Paraguay","PSE":"West Bank and Gaza","PYF":"French Polynesia","QAT":"Qatar","ROU":"Romania","RUS":"Russian Federation","RWA":"Rwanda","SAU":"Saudi Arabia","SDN":"Sudan","SEN":"Senegal","SGP":"Singapore","SHN":"SHN","SLB":"Solomon Islands","SLE":"Sierra Leone","SLV":"El Salvador","SMR":"San Marino","SOM":"Somalia, Fed. Rep.","SPM":"SPM","SRB":"Serbia","SSD":"South Sudan","STP":"Sao Tome and Principe","SUR":"Suriname","SVK":"Slovak Republic","SVN":"Slovenia","SWE":"Sweden","SWZ":"Eswatini","SYC":"Seychelles","SYR":"Syrian Arab Republic","TCA":"Turks and Caicos Islands","TCD":"Chad","TGO":"Togo","THA":"Thailand","TJK":"Tajikistan","TKL":"TKL","TKM":"Turkmenistan","TLS":"Timor-Leste","TON":"Tonga","TTO":"Trinidad and Tobago","TUN":"Tunisia","TUR":"Turkiye","TUV":"Tuvalu","TWN":"Chinese Taipei","TZA":"Tanzania","UGA":"Uganda","UKR":"Ukraine","URY":"Uruguay","USA":"United States","UZB":"Uzbekistan","VCT":"St. Vincent and the Grenadines","VEN":"Venezuela, RB","VGB":"British Virgin Islands","VNM":"Viet Nam","VUT":"Vanuatu","WLF":"WLF","WSM":"Samoa","YEM":"Yemen, Rep.","ZAF":"South Africa","ZMB":"Zambia","ZWE":"Zimbabwe"},"industries":{"01":"Live animals","02":"Meat and edible meat offal","03":"Fish and crustaceans, molluscs","04":"Dairy produce, eggs, honey","05":"Products of animal origin, n.e.s.","06":"Live trees and other plants; cut flowers","07":"Edible vegetables and certain roots and tubers","08":"Edible fruit and nuts; peel of citrus fruit or melons","09":"Coffee, tea, mate and spices","10":"Cereals","11":"Products of the milling industry; malt and starch","12":"Oil seeds and oleaginous fruits; grains, seeds and fruit","13":"Lac; gums, resins and other vegetable saps","14":"Vegetable plaiting materials","15":"Animal or vegetable fats and oils and their waxes","16":"Preparations of meat, of fish","17":"Sugars and sugar confectionery","18":"Cocoa and cocoa preparations","19":"Preparations of cereals, flour, starch or milk","20":"Preparations of vegetables, fruit or nuts","21":"Miscellaneous edible preparations","22":"Beverages, spirits and vinegar","23":"Residues and waste from the food industries; animal fodder","25":"Salt; sulphur; earths and stone; plaster, lime and cement","26":"Ores, slag and ash","27":"Mineral fuels, mineral oils and products","28":"Inorganic chemicals; compounds of precious metals","29":"Organic chemicals","30":"Pharmaceutical products","31":"Fertilisers","32":"Dyeing extracts; dyes, pigments, paints and varnishes","33":"Essential oils; perfumery and cosmetic preparations","34":"Soap, waxes, polishes, candles, modelling pastes","35":"Albuminoidal substances; modified starches; glues; enzymes","38":"Miscellaneous chemical products","39":"Plastics and articles thereof","40":"Rubber and articles thereof","42":"Articles of leather; saddlery; bags and containers","44":"Wood and articles of wood; wood charcoal","46":"Manufactures of straw, plaiting materials; basketware","48":"Paper and paperboard; articles thereof","49":"Printed books, newspapers, pictures","51":"Wool, animal hair and horsehair","52":"Cotton","55":"Man-made staple fibres","56":"Wadding, felt, nonwovens; yarns, twine, cordage, ropes","61":"Apparel and clothing accessories, knitted","62":"Apparel and clothing accessories, not knitted","63":"Other made-up textile 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