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ADP, 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 ADP on Subtext ↗

Section length over time

018223643546572862016201720182019202020212022202320242025
  • 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
+3583-31173583 wordsDiff →
2016 → 2017
1.00
+3936-35833936 wordsDiff →
2017 → 2018
1.00
+4574-39364574 wordsDiff →
2018 → 2019
0.99
+4408-45744408 wordsDiff →
2019 → 2020
1.00
+4799-44084799 wordsDiff →
2020 → 2021
1.00
+5078-47995078 wordsDiff →
2021 → 2022
1.00
+3691-34725297 wordsDiff →
2022 → 2023
1.00
+4126-33296094 wordsDiff →
2023 → 2024
1.00
+4318-39596453 wordsDiff →
2024 → 2025
1.00
+5132-49616624 wordsDiff →