diff --git a/personal/combine/merge.py b/personal/combine/merge.py
index 0aa2016..f4a5b42 100644
--- a/personal/combine/merge.py
+++ b/personal/combine/merge.py
@@ -97,7 +97,7 @@ field_actions = {
 		"retrieved_utc": FieldAction.SPECIAL,
 		"rte_mode": FieldAction.OVERWRITE_NOT_NONE,
 		"saved": FieldAction.SPECIAL_NO_OVERWRITE,
-		"score": FieldAction.OVERWRITE_NOT_NONE,
+		"score": FieldAction.SPECIAL,
 		"score_hidden": FieldAction.OVERWRITE,
 		"send_replies": FieldAction.OVERWRITE,
 		"spam": FieldAction.DELETE,
@@ -250,7 +250,7 @@ field_actions = {
 		"retrieved_utc": FieldAction.SPECIAL,
 		"rte_mode": FieldAction.OVERWRITE_NOT_NONE,
 		"saved": FieldAction.SPECIAL_NO_OVERWRITE,
-		"score": FieldAction.OVERWRITE_NOT_NONE,
+		"score": FieldAction.SPECIAL,
 		"secure_media": FieldAction.OVERWRITE_NOT_NONE,
 		"secure_media_embed": FieldAction.OVERWRITE_NOT_NONE,
 		"selftext": FieldAction.SPECIAL,
@@ -345,6 +345,10 @@ def merge_fields(existing_obj, new_obj, obj_type):
 						if 'previous_body' in existing_obj:
 							existing_obj['previous_body'] = original_value
 						existing_obj['body'] = new_value
+				elif key == "score":
+					if not is_empty(new_value):
+						if is_empty(original_value) or abs(new_value) > abs(original_value):
+							existing_obj['score'] = new_value
 				elif key == "selftext":
 					if not is_empty(new_value):
 						if 'previous_selftext' not in existing_obj:
@@ -393,7 +397,7 @@ def parse_fields(new_obj, obj_type):
 					unmatched_field = True
 					keys_to_delete.append(key)
 			elif action == FieldAction.SPECIAL:
-				if key in ["retrieved_on", "body", "selftext", "updated_on"]:
+				if key in ["retrieved_on", "body", "selftext", "updated_on", "score"]:
 					pass
 				elif key == "removal_reason" and new_value in ["legal", None]:
 					pass
diff --git a/personal/diagnostic/comments_per_day.py b/personal/diagnostic/comments_per_day.py
index e07eee5..854f839 100644
--- a/personal/diagnostic/comments_per_day.py
+++ b/personal/diagnostic/comments_per_day.py
@@ -8,7 +8,7 @@ log = discord_logging.init_logging()
 if __name__ == "__main__":
 	day = None
 	day_comments = 0
-	for comment in utils.read_obj_zst(r"C:\Users\greg\Desktop\Drive\pushshift\haley0530\chatbots_submissions.zst"):
+	for comment in utils.read_obj_zst(r"\\MYCLOUDPR4100\Public\reddit\subreddits23\antiwork_comments.zst"):
 		created_day = datetime.utcfromtimestamp(int(comment['created_utc'])).strftime("%y-%m-%d")
 		if day is None:
 			day = created_day
diff --git a/personal/diagnostic/comments_per_day_with_score.py b/personal/diagnostic/comments_per_day_with_score.py
new file mode 100644
index 0000000..600e6bf
--- /dev/null
+++ b/personal/diagnostic/comments_per_day_with_score.py
@@ -0,0 +1,23 @@
+import utils
+import discord_logging
+from datetime import datetime
+
+log = discord_logging.init_logging()
+
+
+if __name__ == "__main__":
+	day = None
+	day_comments, day_comments_with_score = 0, 0
+	for comment in utils.read_obj_zst(r"\\MYCLOUDPR4100\Public\reddit\subreddits23\antiwork_comments.zst"):
+		created_day = datetime.utcfromtimestamp(int(comment['created_utc'])).strftime("%y-%m-%d")
+		if day is None:
+			day = created_day
+		if day != created_day:
+			log.info(f"{day}	{day_comments}	{day_comments_with_score}	{int((day_comments_with_score / day_comments) * 100):.2}%")
+			day_comments, day_comments_with_score = 0, 0
+			day = created_day
+		day_comments += 1
+		if comment['score'] != 1:
+			day_comments_with_score += 1
+
+	log.info(f"{day}	{day_comments}	{day_comments_with_score}	{int((day_comments_with_score / day_comments) * 100):.2}%")
diff --git a/scripts/filter_file.py b/scripts/filter_file.py
index f03d215..25bbcde 100644
--- a/scripts/filter_file.py
+++ b/scripts/filter_file.py
@@ -7,9 +7,9 @@ from datetime import datetime
 import logging.handlers
 
 # put the path to the input file, or a folder of files to process all of
-input_file = r"\\MYCLOUDPR4100\Public\reddit\subreddits\CryptoCurrency_submissions.zst"
+input_file = r"\\MYCLOUDPR4100\Public\askreddit_comments_23.zst"
 # put the name or path to the output file. The file extension from below will be added automatically. If the input file is a folder, the output will be treated as a folder as well
-output_file = r"\\MYCLOUDPR4100\Public\output"
+output_file = r"\\MYCLOUDPR4100\Public\askreddit_comments_hero"
 # the format to output in, pick from the following options
 #   zst: same as the input, a zstandard compressed ndjson file. Can be read by the other scripts in the repo
 #   txt: an ndjson file, which is a text file with a separate json object on each line. Can be opened by any text editor
@@ -75,11 +75,11 @@ to_date = datetime.strptime("2025-12-31", "%Y-%m-%d")
 # run the script one last time and now you have a file called "filtered_comments.csv" that only has comments from your submissions above
 # if you want only top level comments instead of all comments, you can set field to "parent_id" instead of "link_id"
 
-field = "title"
+field = "body"
 values = ['']
 # if you have a long list of values, you can put them in a file and put the filename here. If set this overrides the value list above
 # if this list is very large, it could greatly slow down the process
-values_file = None
+values_file = r"\\MYCLOUDPR4100\Public\askreddit_submissions_ids.txt"
 exact_match = False