diff --git a/README.md b/README.md
index ab3e4b8..f83a2f8 100644
--- a/README.md
+++ b/README.md
@@ -16,13 +16,17 @@ Please refer to `TODO` for our released data
 * Expert + GPT-4
 * Analysis set (Model Predicted) 
 * Train/Test/Eval Splits
+* [NER](https://huggingface.co/cjber/reddit-ner-place_names) predictions 
+* Accompanying file for analysis in Section 4.3 in the paper
   
 *Note: Posts labeled with `0`, `[]`, or do not have any labels are those that have been filtered out as irrelevant to our task. Please exclude these during analysis* 
 ## Training and Evaluation
 Please refer to `src/` for finetuning `Flan-T5-Large` on our data
 (`TODO`: add link to script)
 ## Frame Analysis
-Please refer to `analysis/` for all our code regarding analysis of our predicted frames
+* Please refer to `analysis/` for all our code regarding analysis of our predicted frames
+* `analysis/analysis_data/` contains accompanying preprocessed files frame analysis 
+
 ## Citation
 ```
 ```