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News Sentiment Factor

Media and social mentions with tone: hot names mean-revert after the spike.

Formula

MediaHeat = MentionFreq * SentimentScore

Performance (Top-30 equal-weight long, monthly rebalance)

Annualized return
7.18%
Sharpe ratio
0.46
Max drawdown
-32.27%
Total return
100.14%
Cumulative performance(2016-09 … 2026-08)
2016 -10.1%2017 -10.3%2018 -1.9%2019 +15.6%2020 +43.0%2021 +5.3%2022 +40.0%2023 -1.4%2024 -5.8%2025 +0.0%2026 +11.7%

Current top-30 holdings

#TickerCompanyScore
1AZOAutoZone3.749
2METMetLife3.731
3VRTXVertex Pharmaceuticals3.729
4FRTFederal Realty3.725
5PPLPPL Corporation3.722
6PGProcter & Gamble3.697
7AVGOBroadcom3.694
8SJMJ.M. Smucker3.684
9COSTCostco3.681
10DDOGDatadog3.680
11UNPUnion Pacific3.677
12MRKMerck3.674
13LENLennar3.672
14AMATApplied Materials3.663
15MDLZMondelez3.657
16COFCapital One3.650
17NUENucor3.644
18CICigna3.627
19VLOValero Energy3.616
20TJXTJX Companies3.605
21SHWSherwin-Williams3.605
22HDHome Depot3.600
23XELXcel Energy3.574
24FANGDiamondback Energy3.568
25RCLRoyal Caribbean3.567
26BKRBaker Hughes3.546
27BHPBHP3.528
28CFCF Industries3.509
29KHCKraft Heinz3.504
30VICIVICI Properties3.481

Holdings computed by the exact formula above at the latest month-end observation on the deterministic research panel (2026-08).

Data export

Exports include formulas, performance statistics, the 120-month series and current holdings — everything needed to replicate results locally.

Related factors

Factors are implemented exactly as published. Scores are computed on the platform deterministic research panel (263 stocks, daily OHLCV + quarterly fundamentals); Top-30 equal-weight, monthly rebalance — zero simplification.