163 lines
4.8 KiB
TypeScript
163 lines
4.8 KiB
TypeScript
export type SentimentSourceKey = 'reddit' | 'x' | 'news' | 'polymarket';
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export type SentimentTrend = 'rising' | 'falling' | 'stable';
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type BaseCompareRow = {
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ticker?: string;
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company_name?: string | null;
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buzz_score?: number | null;
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trend?: SentimentTrend | null;
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bullish_pct?: number | null;
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trend_history?: number[] | null;
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};
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export type SourceComparePayload = {
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stocks?: BaseCompareRow[];
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};
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export const SOURCE_CONFIG = {
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reddit: {
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label: 'Reddit',
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path: '/reddit/stocks/v1/compare',
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metricLabel: 'Mentions',
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metricField: 'mentions',
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},
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x: {
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label: 'X.com',
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path: '/x/stocks/v1/compare',
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metricLabel: 'Mentions',
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metricField: 'mentions',
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},
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news: {
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label: 'News',
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path: '/news/stocks/v1/compare',
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metricLabel: 'Mentions',
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metricField: 'mentions',
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},
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polymarket: {
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label: 'Polymarket',
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path: '/polymarket/stocks/v1/compare',
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metricLabel: 'Trades',
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metricField: 'trade_count',
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},
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} as const satisfies Record<
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SentimentSourceKey,
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{
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label: string;
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path: string;
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metricLabel: string;
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metricField: string;
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}
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>;
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type SourceSpecificRow = BaseCompareRow & Record<string, unknown>;
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export interface SentimentSourceInsight {
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source: SentimentSourceKey;
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label: string;
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companyName: string | null;
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buzzScore: number;
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bullishPct: number | null;
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trend: SentimentTrend | null;
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metricLabel: string;
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metricValue: number;
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}
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export interface StockSentimentInsights {
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symbol: string;
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companyName: string | null;
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averageBuzz: number;
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bullishAverage: number | null;
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sourceAlignment: string;
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availableSources: number;
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sources: SentimentSourceInsight[];
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}
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function toNumber(value: unknown): number | null {
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if (typeof value === 'number' && Number.isFinite(value)) return value;
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if (typeof value === 'string' && value.trim() !== '') {
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const parsed = Number(value);
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return Number.isFinite(parsed) ? parsed : null;
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}
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return null;
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}
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function roundTo(value: number, digits: number = 1): number {
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const factor = 10 ** digits;
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return Math.round(value * factor) / factor;
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}
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function average(values: number[]): number {
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return values.reduce((sum, value) => sum + value, 0) / values.length;
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}
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function normalizeTrend(value: unknown): SentimentTrend | null {
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return value === 'rising' || value === 'falling' || value === 'stable' ? value : null;
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}
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export function getSourceAlignment(bullishValues: number[]): string {
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if (bullishValues.length === 0) return 'No sentiment mix';
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if (bullishValues.length === 1) return 'Single-source view';
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const min = Math.min(...bullishValues);
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const max = Math.max(...bullishValues);
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const spread = max - min;
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const avg = average(bullishValues);
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if (spread <= 12 && avg >= 60) return 'Bullish alignment';
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if (spread <= 12 && avg <= 40) return 'Bearish alignment';
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if (spread <= 12) return 'Tight alignment';
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if (spread >= 25) return 'Wide divergence';
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return 'Mixed';
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}
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export function normalizeSourceInsight(
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source: SentimentSourceKey,
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row: SourceSpecificRow | null | undefined,
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): SentimentSourceInsight | null {
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if (!row) return null;
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const buzzScore = toNumber(row.buzz_score);
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const metricValue = toNumber(row[SOURCE_CONFIG[source].metricField]);
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if (buzzScore === null || metricValue === null) {
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return null;
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}
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return {
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source,
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label: SOURCE_CONFIG[source].label,
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companyName: typeof row.company_name === 'string' ? row.company_name : null,
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buzzScore: roundTo(buzzScore),
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bullishPct: toNumber(row.bullish_pct),
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trend: normalizeTrend(row.trend),
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metricLabel: SOURCE_CONFIG[source].metricLabel,
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metricValue: Math.round(metricValue),
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};
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}
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export function buildStockSentimentInsights(
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symbol: string,
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sources: Array<SentimentSourceInsight | null>,
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): StockSentimentInsights | null {
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const availableSources = sources.filter((source): source is SentimentSourceInsight => Boolean(source));
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if (availableSources.length === 0) {
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return null;
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}
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const buzzValues = availableSources.map((source) => source.buzzScore);
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const bullishValues = availableSources
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.map((source) => source.bullishPct)
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.filter((value): value is number => value !== null);
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return {
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symbol: symbol.toUpperCase(),
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companyName: availableSources.find((source) => source.companyName)?.companyName ?? null,
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averageBuzz: roundTo(average(buzzValues)),
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bullishAverage: bullishValues.length ? roundTo(average(bullishValues)) : null,
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sourceAlignment: getSourceAlignment(bullishValues),
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availableSources: availableSources.length,
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sources: availableSources,
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};
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}
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