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PEP, risk-factor evolution

Item 1A (Risk Factors) year-over-year changes. Pre-computed at ingest time: paragraph adds/removes plus term-frequency cosine similarity between consecutive years.

📞 Earnings calls for PEP on Subtext ↗

Section length over time

0399479881198215976201720182019202020212022202320242025
  • Carried over
  • Newly added

Item 1A word count by fiscal year, split into text carried over from the prior year vs. newly added (from year-over-year diffs).

Year-over-year transitions

YearsSimilarityAddedRemovedSection length
2015 → 2017
1.00		+12798-986712798 wordsDiff →
2017 → 2019
0.99		+14524-1279814524 wordsDiff →
2019 → 2020
0.98		+6978-145246978 wordsDiff →
2020 → 2021
1.00		+7989-69787989 wordsDiff →
2021 → 2022
1.00		+7044-70557978 wordsDiff →
2022 → 2023
1.00		+7343-66328689 wordsDiff →
2023 → 2024
1.00		+7994-73769307 wordsDiff →
2024 → 2025
1.00		+8442-81959554 wordsDiff →