S&P 500 Index (SPX)

The index sentiment is a market-cap-weighted aggregation of constituent sentiment scores. Larger companies contribute more to the final index-level score.

For each day, we compute each constituent’s daily news sentiment score, then aggregate across all constituents using their market-cap weights to produce a single cap-weighted S&P 500 sentiment number.