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README.md

@@ -46,7 +46,7 @@ A large-scale, labeled cybersecurity dataset derived from production Security Op
 
 **Available in two sizes:**
 - [`witfoo/precinct6-cybersecurity`](https://huggingface.co/datasets/witfoo/precinct6-cybersecurity) — 2M signals (this dataset)
-- [`witfoo/precinct6-cybersecurity-100m`](https://huggingface.co/datasets/witfoo/precinct6-cybersecurity-100m) — 84M signals (same methodology, larger extraction)
+- [`witfoo/precinct6-cybersecurity-100m`](https://huggingface.co/datasets/witfoo/precinct6-cybersecurity-100m) — 114M signals (same methodology, larger extraction)
 
 **Generate your own:** WitFoo Precinct 6.x customers can create datasets from their own data using the open-source pipeline: [`witfoo/dataset-from-precinct6`](https://github.com/witfoo/dataset-from-precinct6)
 
@@ -327,13 +327,13 @@ Labels are derived from two sources: WitFoo Precinct's incident analysis and lea
 | `malicious` | 125,780 | 6.1% |
 | `suspicious` | 45,420 | 2.2% |
 
-**84M Dataset (`witfoo/precinct6-cybersecurity-100m`):**
+**114M Dataset (`witfoo/precinct6-cybersecurity-100m`):**
 
 | Label | Count | Percentage |
 |-------|-------|------------|
-| `benign` | 83,976,018 | 99.77% |
-| `malicious` | 125,780 | 0.15% |
-| `suspicious` | 68,920 | 0.08% |
+| `benign` | 113,326,050 | 99.34% |
+| `malicious` | 125,780 | 0.11% |
+| `suspicious` | 622,700 | 0.55% |
 
 The imbalanced distribution reflects the reality of production SOC environments where the vast majority of events are benign, consistent with published IDS datasets (DARPA TC, LANL).
 
@@ -492,7 +492,7 @@ This dataset was produced in collaboration with the University of Canterbury (Ne
 - **Organization diversity**: Data from 5 organizations, each with different security tool deployments
 - **Sanitization trade-offs**: Some log message detail is reduced by PII replacement, particularly in free-text fields
 - **Label derivation**: Labels depend on WitFoo's automated detection and 261 rules; some attacks may be unlabeled (false negatives) and some benign events may be incorrectly flagged
-- **Incident coverage**: The same 10,442 incidents appear in both the 2M and 84M datasets since incidents are stored separately from signal data
+- **Incident coverage**: The same 10,442 incidents appear in both the 2M and 114M datasets since incidents are stored separately from signal data
 
 ## Ethical Considerations