{
 "note": "Time series 2000-2025. Each country-share comes from activity; each material-level is rescaled to the real world-consumption trend (v2), pinned so 2023 = the calibrated value. Drivers are REAL ANNUAL for the country split where available (steel, vehicles, EVs, aluminium, cement, drilling, lead [USGS refinery], glass [USGS soda-ash PROXY]; electricity, population, nuclear, solar, wind from OWID/Ember; fertilizer FAOSTAT) -- these carry real_frac. Two more drivers are LEVEL-REAL (the world total follows a real annual curve while the country split stays benchmark, \"trend real, split estimated\"): aerospace (Airbus+Boeing deliveries), semiconductors (WSTS/SIA sales); steel is BOTH real-split and world-level-shaped. Each material carries real_frac = the share of its demand carried by real-annual-SPLIT drivers. Does NOT model thrifting/substitution.",
 "annual_drivers": [
  "aluminium",
  "cement",
  "drilling",
  "elec",
  "ev",
  "fertp",
  "glass",
  "lead",
  "nuclear",
  "pop",
  "solar",
  "steel",
  "veh",
  "wind"
 ],
 "level_real_drivers": [
  "aero",
  "semi",
  "steel"
 ],
 "years": [
  2000,
  2001,
  2002,
  2003,
  2004,
  2005,
  2006,
  2007,
  2008,
  2009,
  2010,
  2011,
  2012,
  2013,
  2014,
  2015,
  2016,
  2017,
  2018,
  2019,
  2020,
  2021,
  2022,
  2023,
  2024,
  2025
 ],
 "materials": [
  "manganese",
  "chromium",
  "nickel",
  "molybdenum",
  "vanadium",
  "niobium",
  "tungsten",
  "silicon",
  "cokingcoal",
  "lithium",
  "cobalt",
  "graphite",
  "copper",
  "silver",
  "platinum",
  "palladium",
  "phosphate",
  "magnets",
  "gallium",
  "germanium",
  "tantalum",
  "antimony",
  "arsenic",
  "beryllium",
  "boron",
  "fluorspar",
  "titanium",
  "feldspar",
  "baryte",
  "bauxite",
  "magnesium",
  "phosphorus",
  "hafnium",
  "strontium",
  "helium"
 ],
 "recalibrated": [
  "manganese",
  "chromium",
  "nickel",
  "molybdenum",
  "vanadium",
  "niobium",
  "tungsten",
  "silicon",
  "cokingcoal",
  "lithium",
  "cobalt",
  "graphite",
  "copper",
  "silver",
  "platinum",
  "palladium"
 ],
 "real_frac": {
  "manganese": 1.0,
  "chromium": 1.0,
  "nickel": 1.0,
  "molybdenum": 1.0,
  "vanadium": 1.0,
  "niobium": 1.0,
  "tungsten": 1.0,
  "silicon": 1.0,
  "cokingcoal": 1.0,
  "lithium": 1.0,
  "cobalt": 1.0,
  "graphite": 1.0,
  "copper": 1.0,
  "silver": 1.0,
  "platinum": 1.0,
  "palladium": 1.0,
  "phosphate": 1.0,
  "magnets": 0.79,
  "gallium": 0.0,
  "germanium": 0.0,
  "tantalum": 0.0,
  "antimony": 0.9,
  "arsenic": 0.91,
  "beryllium": 0.13,
  "boron": 1.0,
  "fluorspar": 1.0,
  "titanium": 0.95,
  "feldspar": 1.0,
  "baryte": 1.0,
  "bauxite": 1.0,
  "magnesium": 1.0,
  "phosphorus": 1.0,
  "hafnium": 0.24,
  "strontium": 0.76,
  "helium": 0.64
 },
 "names": {
  "CHN": "China",
  "IND": "India",
  "JPN": "Japan",
  "USA": "United States",
  "RUS": "Russia",
  "KOR": "South Korea",
  "DEU": "Germany",
  "TUR": "Turkey",
  "BRA": "Brazil",
  "IRN": "Iran",
  "ITA": "Italy",
  "VNM": "Vietnam",
  "TWN": "Taiwan",
  "MEX": "Mexico",
  "IDN": "Indonesia",
  "CAN": "Canada",
  "ESP": "Spain",
  "EGY": "Egypt",
  "FRA": "France",
  "SAU": "Saudi Arabia",
  "MYS": "Malaysia",
  "AUT": "Austria",
  "POL": "Poland",
  "UKR": "Ukraine",
  "BEL": "Belgium",
  "GBR": "United Kingdom",
  "BGD": "Bangladesh",
  "AUS": "Australia",
  "PAK": "Pakistan",
  "THA": "Thailand",
  "CZE": "Czech Republic",
  "SVK": "Slovakia",
  "ZAF": "South Africa",
  "ARG": "Argentina",
  "ROU": "Romania",
  "HUN": "Hungary",
  "PRT": "Portugal",
  "SWE": "Sweden",
  "NLD": "Netherlands",
  "NOR": "Norway",
  "DNK": "Denmark",
  "CHE": "Switzerland",
  "FIN": "Finland",
  "ARE": "United Arab Emirates",
  "NGA": "Nigeria",
  "PHL": "Philippines",
  "COL": "Colombia",
  "BHR": "Bahrain",
  "ISL": "Iceland",
  "SGP": "Singapore",
  "AFG": "Afghanistan",
  "ALB": "Albania",
  "DZA": "Algeria",
  "ASM": "American Samoa",
  "AGO": "Angola",
  "ATG": "Antigua and Barbuda",
  "ARM": "Armenia",
  "ABW": "Aruba",
  "AZE": "Azerbaijan",
  "BHS": "Bahamas",
  "BRB": "Barbados",
  "BLR": "Belarus",
  "BLZ": "Belize",
  "BEN": "Benin",
  "BMU": "Bermuda",
  "BTN": "Bhutan",
  "BOL": "Bolivia",
  "BIH": "Bosnia and Herzegovina",
  "BWA": "Botswana",
  "VGB": "British Virgin Islands",
  "BRN": "Brunei",
  "BGR": "Bulgaria",
  "BFA": "Burkina Faso",
  "BDI": "Burundi",
  "KHM": "Cambodia",
  "CMR": "Cameroon",
  "CPV": "Cape Verde",
  "CYM": "Cayman Islands",
  "CAF": "Central African Republic",
  "TCD": "Chad",
  "CHL": "Chile",
  "COM": "Comoros",
  "COG": "Congo",
  "COK": "Cook Islands",
  "CRI": "Costa Rica",
  "CIV": "Cote d'Ivoire",
  "HRV": "Croatia",
  "CUB": "Cuba",
  "CUW": "Curacao",
  "CYP": "Cyprus",
  "COD": "Democratic Republic of Congo",
  "DJI": "Djibouti",
  "DMA": "Dominica",
  "DOM": "Dominican Republic",
  "TLS": "East Timor",
  "ECU": "Ecuador",
  "SLV": "El Salvador",
  "GNQ": "Equatorial Guinea",
  "ERI": "Eritrea",
  "EST": "Estonia",
  "SWZ": "Eswatini",
  "ETH": "Ethiopia",
  "FLK": "Falkland Islands",
  "FRO": "Faroe Islands",
  "FJI": "Fiji",
  "GUF": "French Guiana",
  "PYF": "French Polynesia",
  "GAB": "Gabon",
  "GMB": "Gambia",
  "GEO": "Georgia",
  "GHA": "Ghana",
  "GIB": "Gibraltar",
  "GRC": "Greece",
  "GRL": "Greenland",
  "GRD": "Grenada",
  "GLP": "Guadeloupe",
  "GUM": "Guam",
  "GTM": "Guatemala",
  "GIN": "Guinea",
  "GNB": "Guinea-Bissau",
  "GUY": "Guyana",
  "HTI": "Haiti",
  "HND": "Honduras",
  "HKG": "Hong Kong",
  "IRQ": "Iraq",
  "IRL": "Ireland",
  "ISR": "Israel",
  "JAM": "Jamaica",
  "JOR": "Jordan",
  "KAZ": "Kazakhstan",
  "KEN": "Kenya",
  "KIR": "Kiribati",
  "KWT": "Kuwait",
  "KGZ": "Kyrgyzstan",
  "LAO": "Laos",
  "LVA": "Latvia",
  "LBN": "Lebanon",
  "LSO": "Lesotho",
  "LBR": "Liberia",
  "LBY": "Libya",
  "LTU": "Lithuania",
  "LUX": "Luxembourg",
  "MAC": "Macao",
  "MDG": "Madagascar",
  "MWI": "Malawi",
  "MDV": "Maldives",
  "MLI": "Mali",
  "MLT": "Malta",
  "MTQ": "Martinique",
  "MRT": "Mauritania",
  "MUS": "Mauritius",
  "FSM": "Micronesia (country)",
  "MDA": "Moldova",
  "MNG": "Mongolia",
  "MNE": "Montenegro",
  "MSR": "Montserrat",
  "MAR": "Morocco",
  "MOZ": "Mozambique",
  "MMR": "Myanmar",
  "NAM": "Namibia",
  "NRU": "Nauru",
  "NPL": "Nepal",
  "ANT": "Netherlands Antilles",
  "NCL": "New Caledonia",
  "NZL": "New Zealand",
  "NIC": "Nicaragua",
  "NER": "Niger",
  "NIU": "Niue",
  "PRK": "North Korea",
  "MKD": "North Macedonia",
  "MNP": "Northern Mariana Islands",
  "OMN": "Oman",
  "PSE": "Palestine",
  "PAN": "Panama",
  "PNG": "Papua New Guinea",
  "PRY": "Paraguay",
  "PER": "Peru",
  "PRI": "Puerto Rico",
  "QAT": "Qatar",
  "REU": "Reunion",
  "RWA": "Rwanda",
  "SHN": "Saint Helena",
  "KNA": "Saint Kitts and Nevis",
  "LCA": "Saint Lucia",
  "SPM": "Saint Pierre and Miquelon",
  "VCT": "Saint Vincent and the Grenadines",
  "WSM": "Samoa",
  "STP": "Sao Tome and Principe",
  "SEN": "Senegal",
  "SRB": "Serbia",
  "SYC": "Seychelles",
  "SLE": "Sierra Leone",
  "SVN": "Slovenia",
  "SLB": "Solomon Islands",
  "SOM": "Somalia",
  "SSD": "South Sudan",
  "LKA": "Sri Lanka",
  "SDN": "Sudan",
  "SUR": "Suriname",
  "SYR": "Syria",
  "TJK": "Tajikistan",
  "TZA": "Tanzania",
  "TGO": "Togo",
  "TON": "Tonga",
  "TTO": "Trinidad and Tobago",
  "TUN": "Tunisia",
  "TKM": "Turkmenistan",
  "TCA": "Turks and Caicos Islands",
  "TUV": "Tuvalu",
  "UGA": "Uganda",
  "VIR": "United States Virgin Islands",
  "URY": "Uruguay",
  "UZB": "Uzbekistan",
  "VUT": "Vanuatu",
  "VEN": "Venezuela",
  "ESH": "Western Sahara",
  "YEM": "Yemen",
  "ZMB": "Zambia",
  "ZWE": "Zimbabwe",
  "PLW": "Palau"
 },
 "series": {
  "2000": {
   "ABW": {
    "copper": 697,
    "phosphate": 121,
    "boron": 5,
    "fluorspar": 123,
    "titanium": 44,
    "baryte": 4,
    "phosphorus": 55
   },
   "AFG": {
    "copper": 429,
    "phosphate": 27365,
    "antimony": 136,
    "arsenic": 45,
    "boron": 1119,
    "fluorspar": 76,
    "titanium": 10075,
    "baryte": 995,
    "phosphorus": 12439,
    "strontium": 127,
    "helium": 30
   },
   "AGO": {
    "manganese": 2128,
    "chromium": 3974,
    "nickel": 311,
    "molybdenum": 35,
    "vanadium": 13,
    "niobium": 9,
    "tungsten": 10,
    "silicon": 322,
    "cokingcoal": 158135,
    "graphite": 285,
    "copper": 1286,
    "silver": 2,
    "phosphate": 26468,
    "magnets": 1,
    "antimony": 109,
    "arsenic": 36,
    "boron": 911,
    "fluorspar": 530,
    "titanium": 8106,
    "baryte": 32983,
    "magnesium": 16,
    "phosphorus": 10983,
    "strontium": 102,
    "helium": 25
   },
   "ALB": {
    "copper": 4225,
    "silver": 6,
    "phosphate": 26121,
    "magnets": 4,
    "antimony": 21,
    "arsenic": 7,
    "boron": 229,
    "fluorspar": 745,
    "titanium": 1585,
    "baryte": 157,
    "phosphorus": 6740,
    "strontium": 20,
    "helium": 5
   },
   "ANT": {
    "phosphate": 242,
    "antimony": 1,
    "boron": 10,
    "titanium": 89,
    "baryte": 9,
    "phosphorus": 110,
    "strontium": 1
   },
   "ARE": {
    "manganese": 3868,
    "chromium": 7225,
    "nickel": 565,
    "molybdenum": 63,
    "vanadium": 24,
    "niobium": 16,
    "tungsten": 17,
    "silicon": 585,
    "cokingcoal": 287518,
    "graphite": 519,
    "copper": 35677,
    "silver": 48,
    "phosphate": 27011,
    "magnets": 30,
    "antimony": 24,
    "arsenic": 8,
    "boron": 248,
    "fluorspar": 18235,
    "titanium": 1749,
    "baryte": 173,
    "bauxite": 2590667,
    "magnesium": 3304,
    "phosphorus": 7040,
    "strontium": 692,
    "helium": 6
   },
   "ARG": {
    "manganese": 31721,
    "chromium": 59246,
    "nickel": 4634,
    "molybdenum": 514,
    "vanadium": 193,
    "niobium": 129,
    "tungsten": 143,
    "silicon": 4799,
    "cokingcoal": 2357649,
    "graphite": 4252,
    "copper": 121938,
    "silver": 140,
    "palladium": 1,
    "phosphate": 1536794,
    "magnets": 249,
    "antimony": 494,
    "arsenic": 127,
    "boron": 8686,
    "fluorspar": 27891,
    "titanium": 18626,
    "feldspar": 13239,
    "baryte": 283440,
    "bauxite": 2126667,
    "magnesium": 4201,
    "phosphorus": 348847,
    "strontium": 1013,
    "helium": 61
   },
   "ARM": {
    "copper": 5163,
    "silver": 7,
    "phosphate": 4249,
    "magnets": 4,
    "antimony": 21,
    "arsenic": 7,
    "boron": 174,
    "fluorspar": 911,
    "titanium": 1564,
    "baryte": 155,
    "phosphorus": 1931,
    "strontium": 20,
    "helium": 5
   },
   "ASM": {
    "copper": 152,
    "phosphate": 77,
    "boron": 3,
    "fluorspar": 27,
    "titanium": 28,
    "baryte": 3,
    "phosphorus": 35
   },
   "ATG": {
    "copper": 134,
    "phosphate": 102,
    "boron": 4,
    "fluorspar": 24,
    "titanium": 37,
    "baryte": 4,
    "phosphorus": 46
   },
   "AUS": {
    "manganese": 54932,
    "chromium": 102597,
    "nickel": 8025,
    "molybdenum": 891,
    "vanadium": 334,
    "niobium": 223,
    "tungsten": 247,
    "silicon": 8367,
    "cokingcoal": 4082758,
    "graphite": 7364,
    "copper": 242056,
    "silver": 299,
    "palladium": 1,
    "phosphate": 4996202,
    "magnets": 371,
    "antimony": 1201,
    "arsenic": 235,
    "boron": 23628,
    "fluorspar": 79608,
    "titanium": 9576,
    "feldspar": 46184,
    "baryte": 77380,
    "bauxite": 8555000,
    "magnesium": 12532,
    "phosphorus": 1101544,
    "strontium": 2568,
    "helium": 38
   },
   "AUT": {
    "manganese": 44100,
    "chromium": 82367,
    "nickel": 6443,
    "molybdenum": 715,
    "vanadium": 268,
    "niobium": 179,
    "tungsten": 199,
    "silicon": 6671,
    "cokingcoal": 3277707,
    "graphite": 5912,
    "copper": 73250,
    "silver": 86,
    "phosphate": 226833,
    "magnets": 133,
    "antimony": 173,
    "arsenic": 44,
    "boron": 6267,
    "fluorspar": 15680,
    "titanium": 4011,
    "feldspar": 23092,
    "baryte": 396,
    "magnesium": 856,
    "phosphorus": 52297,
    "strontium": 145,
    "helium": 20
   },
   "AZE": {
    "manganese": 2213,
    "chromium": 4133,
    "nickel": 323,
    "molybdenum": 36,
    "vanadium": 13,
    "niobium": 9,
    "tungsten": 10,
    "silicon": 335,
    "cokingcoal": 164460,
    "graphite": 297,
    "copper": 16714,
    "silver": 23,
    "phosphate": 18237,
    "magnets": 14,
    "antimony": 55,
    "arsenic": 18,
    "boron": 472,
    "fluorspar": 3259,
    "titanium": 4092,
    "baryte": 404,
    "magnesium": 17,
    "phosphorus": 6613,
    "strontium": 52,
    "helium": 13
   },
   "BDI": {
    "copper": 89,
    "phosphate": 13248,
    "antimony": 44,
    "arsenic": 14,
    "boron": 371,
    "fluorspar": 16,
    "titanium": 3238,
    "baryte": 320,
    "phosphorus": 4974,
    "strontium": 41,
    "helium": 10
   },
   "BEL": {
    "manganese": 89747,
    "chromium": 167623,
    "nickel": 13111,
    "molybdenum": 1455,
    "vanadium": 546,
    "niobium": 364,
    "tungsten": 404,
    "silicon": 13577,
    "cokingcoal": 6670422,
    "graphite": 12031,
    "copper": 200212,
    "silver": 199,
    "platinum": 1,
    "palladium": 4,
    "phosphate": 206279,
    "magnets": 601,
    "antimony": 300,
    "arsenic": 61,
    "boron": 1033,
    "fluorspar": 25831,
    "titanium": 5131,
    "baryte": 507,
    "magnesium": 4550,
    "phosphorus": 48506,
    "strontium": 760,
    "helium": 31
   },
   "BEN": {
    "copper": 71,
    "phosphate": 60574,
    "antimony": 49,
    "arsenic": 16,
    "boron": 524,
    "fluorspar": 13,
    "titanium": 3614,
    "baryte": 357,
    "phosphorus": 15591,
    "strontium": 46,
    "helium": 11
   },
   "BFA": {
    "copper": 348,
    "phosphate": 83443,
    "antimony": 80,
    "arsenic": 27,
    "boron": 825,
    "fluorspar": 61,
    "titanium": 5969,
    "baryte": 590,
    "phosphorus": 22109,
    "strontium": 75,
    "helium": 18
   },
   "BGD": {
    "manganese": 3868,
    "chromium": 7225,
    "nickel": 565,
    "molybdenum": 63,
    "vanadium": 24,
    "niobium": 16,
    "tungsten": 17,
    "silicon": 585,
    "cokingcoal": 287518,
    "graphite": 519,
    "copper": 14239,
    "silver": 19,
    "phosphate": 1297332,
    "magnets": 12,
    "antimony": 908,
    "arsenic": 299,
    "boron": 10164,
    "fluorspar": 3063,
    "titanium": 67341,
    "baryte": 14697,
    "magnesium": 29,
    "phosphorus": 327477,
    "strontium": 848,
    "helium": 203
   },
   "BGR": {
    "manganese": 17795,
    "chromium": 33236,
    "nickel": 2600,
    "molybdenum": 289,
    "vanadium": 108,
    "niobium": 72,
    "tungsten": 80,
    "silicon": 2692,
    "cokingcoal": 1322584,
    "graphite": 2386,
    "copper": 36257,
    "silver": 49,
    "phosphate": 28686,
    "magnets": 30,
    "antimony": 529,
    "arsenic": 132,
    "boron": 28764,
    "fluorspar": 8931,
    "titanium": 4004,
    "feldspar": 123158,
    "baryte": 395,
    "magnesium": 131,
    "phosphorus": 8848,
    "strontium": 50,
    "helium": 15
   },
   "BHR": {
    "manganese": 9029,
    "chromium": 16863,
    "nickel": 1319,
    "molybdenum": 146,
    "vanadium": 55,
    "niobium": 37,
    "tungsten": 41,
    "silicon": 1366,
    "cokingcoal": 671067,
    "graphite": 1210,
    "copper": 12381,
    "silver": 17,
    "phosphate": 1356,
    "magnets": 10,
    "antimony": 5,
    "arsenic": 1,
    "boron": 38,
    "fluorspar": 14287,
    "titanium": 335,
    "baryte": 16125,
    "bauxite": 2460167,
    "magnesium": 3177,
    "phosphorus": 511,
    "strontium": 640,
    "helium": 3
   },
   "BHS": {
    "copper": 1519,
    "silver": 2,
    "phosphate": 885,
    "magnets": 1,
    "antimony": 2,
    "boron": 19,
    "fluorspar": 268,
    "titanium": 162,
    "baryte": 16,
    "phosphorus": 298,
    "strontium": 2
   },
   "BIH": {
    "manganese": 5996,
    "chromium": 11199,
    "nickel": 876,
    "molybdenum": 97,
    "vanadium": 37,
    "niobium": 24,
    "tungsten": 27,
    "silicon": 907,
    "cokingcoal": 445653,
    "graphite": 804,
    "copper": 9317,
    "silver": 13,
    "phosphate": 5655,
    "magnets": 8,
    "antimony": 36,
    "arsenic": 11,
    "boron": 620,
    "fluorspar": 2498,
    "titanium": 2082,
    "feldspar": 1693,
    "baryte": 206,
    "magnesium": 44,
    "phosphorus": 2570,
    "strontium": 26,
    "helium": 7
   },
   "BLR": {
    "manganese": 13926,
    "chromium": 26011,
    "nickel": 2034,
    "molybdenum": 226,
    "vanadium": 85,
    "niobium": 56,
    "tungsten": 63,
    "silicon": 2107,
    "cokingcoal": 1035065,
    "graphite": 1867,
    "copper": 25091,
    "silver": 33,
    "phosphate": 347511,
    "magnets": 27,
    "antimony": 67,
    "arsenic": 22,
    "boron": 1359,
    "fluorspar": 6097,
    "titanium": 5001,
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   },
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}