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EFX, 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 EFX on Subtext ↗

Section length over time

0261652337849104652016201720182019202020212022202320242025
  • 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
+6236-55776236 wordsDiff →
2016 → 2017
0.99
+8325-62368325 wordsDiff →
2017 → 2018
1.00
+9341-83259341 wordsDiff →
2018 → 2019
1.00
+9003-93419003 wordsDiff →
2019 → 2020
1.00
+9298-90039298 wordsDiff →
2020 → 2021
1.00
+9041-92989041 wordsDiff →
2021 → 2022
1.00
+5165-49009306 wordsDiff →
2022 → 2023
1.00
+5474-55339247 wordsDiff →
2023 → 2024
1.00
+6639-67079179 wordsDiff →
2024 → 2025
1.00
+6905-65709514 wordsDiff →