EPAM, 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 EPAM on Subtext ↗Section length over time
- 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
| Years | Similarity | Added | Removed | Section length | |
|---|---|---|---|---|---|
| 2015 → 2016 | 1.00 | +9991 | -10543 | 9991 words | Diff → |
| 2016 → 2017 | 1.00 | +9963 | -9991 | 9963 words | Diff → |
| 2017 → 2018 | 0.99 | +9273 | -9963 | 9273 words | Diff → |
| 2018 → 2020 | 0.99 | +9435 | -9273 | 9435 words | Diff → |
| 2020 → 2021 | 1.00 | +10024 | -9435 | 10024 words | Diff → |
| 2021 → 2022 | 1.00 | +5726 | -5227 | 10523 words | Diff → |
| 2022 → 2023 | 1.00 | +7243 | -6455 | 11311 words | Diff → |
| 2023 → 2024 | 0.99 | +9805 | -9955 | 11161 words | Diff → |
| 2024 → 2025 | 1.00 | +8132 | -7690 | 11603 words | Diff → |