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README.md

@@ -1,56 +1,17 @@
 ---
 tags:
-- uv-script
-- statistics
-- polars
-- finepdfs-edu
-- temporal-analysis
+  - uv-script
+  - statistics
+  - polars
+  - finepdfs-edu
+  - temporal-analysis
 license: odc-by
 configs:
-- config_name: global_stats
-  data_files:
-  - split: train
-    path: global_stats/train-*
-- config_name: temporal_stats
-  data_files:
-  - split: train
-    path: temporal_stats/train-*
+  - config_name: global_stats
+    data_files: global_stats/train-*.parquet
+  - config_name: temporal_stats
+    data_files: temporal_stats/train-*.parquet
 default_viewer_config: temporal_stats
-dataset_info:
-- config_name: global_stats
-  features:
-  - name: total_docs
-    dtype: int64
-  - name: total_tokens
-    dtype: int64
-  - name: avg_edu_score
-    dtype: float64
-  - name: high_edu_rate
-    dtype: float64
-  - name: num_dumps
-    dtype: int64
-  splits:
-  - name: train
-    num_bytes: 40
-    num_examples: 1
-  download_size: 2669
-  dataset_size: 40
-- config_name: temporal_stats
-  features:
-  - name: dump
-    dtype: large_string
-  - name: doc_count
-    dtype: uint32
-  - name: avg_edu_score
-    dtype: float64
-  - name: high_edu_rate
-    dtype: float64
-  splits:
-  - name: train
-    num_bytes: 4515
-    num_examples: 105
-  download_size: 5040
-  dataset_size: 4515
 ---
 
 # Is the Web Getting More Educational?
@@ -103,7 +64,7 @@ Average Educational Score
 ## Performance
 
 - **211,328 documents** processed in **6 seconds**
-- **34,661 docs/sec** using Polars streaming
+- **37,679 docs/sec** using Polars streaming
 - Single scan, no full dataset download required
 
 ## Summary