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KDP, 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 KDP on Subtext ↗

Section length over time

04189837812567167562016201720182019202020212022202320242025
  • 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 → 2016
1.00		+4873-45324873 wordsDiff →
2016 → 2019
0.98		+9873-48739873 wordsDiff →
2019 → 2020
1.00		+9528-98739528 wordsDiff →
2020 → 2021
1.00		+9044-95289044 wordsDiff →
2021 → 2022
1.00		+4069-39399174 wordsDiff →
2022 → 2023
0.99		+9327-90049497 wordsDiff →
2023 → 2024
1.00		+5418-52969619 wordsDiff →
2024 → 2025
0.97		+11942-632815233 wordsDiff →