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| 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 | 3x 3x 4x 4x 7x 7x 2x 5x 75x 167x 7x 7x 105x 1089x 94x 13x 13x 128x 4x 60x 44x | /**
* @module SCB/Context
* @description Context provider for Statistics Sweden (SCB) data enrichment.
* Maps SCB statistical indicators to Swedish policy areas and provides
* localized section headings for article generation.
*
* Mirrors the pattern of world-bank-context.ts but for Swedish national
* statistics sourced through the SCB MCP server.
*
* @author Hack23 AB
* @license Apache-2.0
*/
import type { Language } from './types/language.js';
import { SCB_DOMAINS } from './scb-client.js';
import type { SCBDomainConfig } from './scb-client.js';
// ---------------------------------------------------------------------------
// Types
// ---------------------------------------------------------------------------
/** An SCB indicator mapped to a policy domain and Riksdag committees */
export interface SCBIndicatorContext {
/** Policy domain key (matches SCB_DOMAINS) */
readonly domain: string;
/** Human-readable name */
readonly name: string;
/** Concise description for article context */
readonly description: string;
/** Relevant Riksdag committees */
readonly committees: readonly string[];
/** SCB table IDs for data access */
readonly tableIds: readonly string[];
/** Key indicators available in this domain */
readonly indicators: readonly string[];
}
/** Localized headings for SCB statistics sections in articles */
export interface SCBSectionHeadings {
readonly statisticalContext: string;
readonly officialStatistics: string;
readonly dataSource: string;
}
// ---------------------------------------------------------------------------
// SCB indicator mappings (domains → committees)
// ---------------------------------------------------------------------------
/**
* Maps SCB statistical domains to Swedish parliamentary committees.
* Each indicator context links SCB data to the relevant Riksdag committee
* for cross-referencing legislative analysis with official statistics.
*/
export const SCB_INDICATOR_CONTEXTS: readonly SCBIndicatorContext[] = [
{
domain: 'fiscal',
name: 'Public Finances',
description: 'Government revenue, expenditure, and budget balance from SCB national accounts.',
committees: ['FiU'],
tableIds: ['TAB1291', 'TAB1292'],
indicators: ['Government revenue', 'Government expenditure', 'Budget balance'],
},
{
domain: 'defence',
name: 'Defence Spending',
description: 'Military expenditure as share of GDP, relevant to NATO commitments.',
committees: ['FöU'],
tableIds: [],
indicators: ['Defence spending % GDP'],
},
{
domain: 'environment',
name: 'Environmental Statistics',
description: 'Greenhouse gas emissions and renewable energy share from SCB environment accounts.',
committees: ['MJU'],
tableIds: ['TAB5404', 'TAB5407'],
indicators: ['GHG emissions', 'Renewable energy share'],
},
{
domain: 'education',
name: 'Education Statistics',
description: 'Student enrollment and graduation rates from SCB education database.',
committees: ['UbU'],
tableIds: ['TAB4787', 'TAB4790'],
indicators: ['Student enrollment', 'Graduation rates'],
},
{
domain: 'healthcare',
name: 'Healthcare Statistics',
description: 'Healthcare spending and hospital capacity from SCB health accounts.',
committees: ['SoU'],
tableIds: [],
indicators: ['Healthcare spending', 'Hospital beds'],
},
{
domain: 'migration',
name: 'Migration Statistics',
description: 'Immigration, emigration, and net migration from SCB population statistics.',
committees: ['SfU'],
tableIds: ['TAB637', 'TAB4230'],
indicators: ['Immigration', 'Emigration', 'Net migration'],
},
{
domain: 'eu-foreign',
name: 'Foreign Trade',
description: 'Export/import values and trade balance from SCB trade statistics.',
committees: ['NU', 'UU'],
tableIds: ['TAB2661'],
indicators: ['Export value', 'Import value', 'Trade balance'],
},
{
domain: 'justice',
name: 'Crime Statistics',
description: 'Reported crimes and conviction rates from SCB justice statistics.',
committees: ['JuU'],
tableIds: ['TAB1172'],
indicators: ['Reported crimes', 'Conviction rate'],
},
{
domain: 'labour',
name: 'Labour Market',
description: 'Unemployment and employment rates from SCB labour force surveys.',
committees: ['AU'],
tableIds: ['TAB5765', 'TAB5616'],
indicators: ['Unemployment rate', 'Employment rate'],
},
{
domain: 'housing',
name: 'Housing Market',
description: 'Housing construction starts and price index from SCB building statistics.',
committees: ['CU'],
tableIds: ['TAB2052', 'TAB4709'],
indicators: ['Housing starts', 'Price index'],
},
{
domain: 'transport',
name: 'Transport Statistics',
description: 'Road traffic volume and public transit ridership from SCB transport data.',
committees: ['TU'],
tableIds: [],
indicators: ['Road traffic', 'Transit ridership'],
},
{
domain: 'trade',
name: 'Economic Growth',
description: 'GDP growth, business starts, and industrial production from SCB national accounts.',
committees: ['FiU', 'NU'],
tableIds: ['TAB5802', 'TAB5803'],
indicators: ['GDP growth', 'Business starts', 'Industrial production'],
},
{
domain: 'taxation',
name: 'Tax Statistics',
description: 'Tax revenue, income tax, and VAT statistics from SCB fiscal accounts.',
committees: ['SkU', 'FiU'],
tableIds: ['TAB1291'],
indicators: ['Tax revenue', 'Income tax', 'VAT revenue'],
},
{
domain: 'culture',
name: 'Cultural Statistics',
description: 'Cultural expenditure, library visits, and cultural participation from SCB cultural accounts.',
committees: ['KrU'],
tableIds: ['TAB5195'],
indicators: ['Cultural expenditure', 'Library visits', 'Cultural participation'],
},
{
domain: 'governance',
name: 'Democratic Governance',
description: 'Voter turnout and parliamentary transparency metrics for constitutional oversight.',
committees: ['KU'],
tableIds: [],
indicators: ['Voter turnout', 'Parliamentary transparency'],
},
] as const;
// ---------------------------------------------------------------------------
// Localized headings for SCB statistics sections
// ---------------------------------------------------------------------------
/**
* Localized section headings for SCB statistics in articles.
* Follows the same 14-language pattern as ECONOMIC_SECTION_HEADINGS.
*/
export const SCB_SECTION_HEADINGS: Readonly<Record<Language, SCBSectionHeadings>> = {
en: {
statisticalContext: 'Statistical Context',
officialStatistics: 'Official Statistics',
dataSource: 'Data Source: Statistics Sweden (SCB)',
},
sv: {
statisticalContext: 'Statistisk kontext',
officialStatistics: 'Officiell statistik',
dataSource: 'Datakälla: Statistiska centralbyrån (SCB)',
},
da: {
statisticalContext: 'Statistisk kontekst',
officialStatistics: 'Officiel statistik',
dataSource: 'Datakilde: Statistiska centralbyrån (SCB)',
},
no: {
statisticalContext: 'Statistisk kontekst',
officialStatistics: 'Offisiell statistikk',
dataSource: 'Datakilde: Statistiska centralbyrån (SCB)',
},
fi: {
statisticalContext: 'Tilastollinen konteksti',
officialStatistics: 'Viralliset tilastot',
dataSource: 'Tietolähde: Statistiska centralbyrån (SCB)',
},
de: {
statisticalContext: 'Statistischer Kontext',
officialStatistics: 'Amtliche Statistik',
dataSource: 'Datenquelle: Statistiska centralbyrån (SCB)',
},
fr: {
statisticalContext: 'Contexte statistique',
officialStatistics: 'Statistiques officielles',
dataSource: 'Source des données : Statistiska centralbyrån (SCB)',
},
es: {
statisticalContext: 'Contexto estadístico',
officialStatistics: 'Estadísticas oficiales',
dataSource: 'Fuente de datos: Statistiska centralbyrån (SCB)',
},
nl: {
statisticalContext: 'Statistische context',
officialStatistics: 'Officiële statistieken',
dataSource: 'Databron: Statistiska centralbyrån (SCB)',
},
ar: {
statisticalContext: 'السياق الإحصائي',
officialStatistics: 'الإحصاءات الرسمية',
dataSource: 'مصدر البيانات: المكتب المركزي للإحصاء (SCB)',
},
he: {
statisticalContext: 'הקשר סטטיסטי',
officialStatistics: 'סטטיסטיקה רשמית',
dataSource: 'מקור נתונים: הלשכה המרכזית לסטטיסטיקה (SCB)',
},
ja: {
statisticalContext: '統計的背景',
officialStatistics: '公式統計',
dataSource: 'データソース：スウェーデン統計局（SCB）',
},
ko: {
statisticalContext: '통계적 맥락',
officialStatistics: '공식 통계',
dataSource: '데이터 출처: 스웨덴 통계청 (SCB)',
},
zh: {
statisticalContext: '统计背景',
officialStatistics: '官方统计',
dataSource: '数据来源：瑞典统计局（SCB）',
},
} as const;
// ---------------------------------------------------------------------------
// Utility functions
// ---------------------------------------------------------------------------
/**
* Get the localized SCB section heading.
*
* @param lang - Language code
* @param section - Section key
* @returns Localized heading string
*/
export function getSCBHeading(
lang: Language | string,
section: keyof SCBSectionHeadings,
): string {
const headings = SCB_SECTION_HEADINGS[lang as Language] ?? SCB_SECTION_HEADINGS.en;
return headings[section];
}
/**
* Find relevant SCB indicator contexts for a given policy area or committee.
*
* @param query - Policy domain, committee abbreviation, or free text
* @returns Matching SCB indicator contexts
*/
export function findRelevantSCBIndicators(query: string): readonly SCBIndicatorContext[] {
const q = query.trim().toLowerCase();
if (q.length === 0) {
return [];
}
return SCB_INDICATOR_CONTEXTS.filter(
(ctx) =>
ctx.domain.toLowerCase().includes(q) ||
ctx.name.toLowerCase().includes(q) ||
ctx.committees.some((c) => c.toLowerCase() === q) ||
ctx.indicators.some((ind) => ind.toLowerCase().includes(q)),
);
}
/**
* Get SCB domain configs that have known table IDs for a given committee.
*
* @param committee - Riksdag committee abbreviation (e.g., 'FiU', 'AU')
* @returns Matching SCB domain configs with table data
*/
export function getSCBTablesForCommittee(committee: string): readonly SCBDomainConfig[] {
const c = committee.trim().toLowerCase();
return SCB_DOMAINS.filter(
(d) =>
d.tables.length > 0 &&
SCB_INDICATOR_CONTEXTS.some(
(ctx) =>
ctx.domain === d.domain &&
ctx.committees.some((comm) => comm.toLowerCase() === c),
),
);
}
/**
* Detect whether content references Swedish statistics or SCB data.
* Used by article quality enhancer to score statistical depth.
*
* @param content - HTML or text content to analyze
* @returns True if SCB statistical context is present
*/
export function hasSCBContext(content: string): boolean {
const text = content.toLowerCase();
const patterns: readonly RegExp[] = [
/\bscb\b/i,
/\bstatistiska centralbyrån\b/i,
/\bstatistics sweden\b/i,
/\bofficiell statistik\b/i,
/\bofficial statistics\b/i,
/\barbetskraftsundersökning/i, // AKU - Labour Force Survey
/\bnationalräkenskaper/i, // National Accounts
/\bkonsumentprisindex/i, // CPI
/\bfolkmängd/i, // Population
/\bbefolkningsstatistik/i, // Population statistics
/\bbostadsbyggande/i, // Housing construction
/\butrikeshandel/i, // Foreign trade
/brå/i, // Crime statistics authority (substring match to avoid Unicode \b issues)
/\bTAB\d{3,5}\b/i, // SCB table IDs
];
return patterns.some((pattern) => pattern.test(text));
}
/**
* Get SCB query parameters for all domains with table IDs.
* Used by agentic workflows to know which tables to fetch.
*
* @returns Array of { domain, query, tableIds } for domains with data
*/
export function getSCBQueryParams(): readonly { domain: string; query: string; tableIds: readonly string[] }[] {
return SCB_DOMAINS
.filter((d) => d.tables.length > 0)
.map((d) => ({
domain: d.domain,
query: d.query,
tableIds: d.tables,
}));
}
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