diff --git a/scripts/clean_csv.py b/scripts/clean_csv.py
new file mode 100644
index 0000000..7b1ac1a
--- /dev/null
+++ b/scripts/clean_csv.py
@@ -0,0 +1,51 @@
+import sys
+
+HELP_TEXT = """
+This script cleans a CSV file by removing lines that contain consecutive commas (,,,)
+and formats the output by aligning the first two columns of each line.
+
+Usage:
+    python clean_csv.py <input_file> [output_file]
+
+Arguments:
+    <input_file>  - The path to the CSV file to be cleaned.
+    [output_file] - Optional. The path where the cleaned CSV file will be saved.
+                    If not provided, the output will be saved as 'cleaned.report'.
+                    Note: The output report will not be a valid csv file.
+
+Example:
+    python clean_csv.py data.csv cleaned_data.report
+"""
+
+
+def strip_extra(line):
+    split_line = line.split(",")
+    if len(split_line) == 1:
+        return line
+    return f"{split_line[0]:<50} | {split_line[1]}\n"
+
+
+def clean_empty(file_handler):
+    out_lines = []
+    for line in file_handler:
+        if ",,," not in line:
+            out_lines.append(strip_extra(line))
+    return out_lines
+
+
+if sys.argv[1] in ("-h", "--help", "help"):
+    print(HELP_TEXT)
+    sys.exit()
+
+to_clean = sys.argv[1]
+with open(to_clean) as fh:
+    cleaned = clean_empty(fh)
+
+if len(sys.argv) > 2:
+    as_name = sys.argv[2]
+else:
+    as_name = "cleaned.report"
+with open(as_name, "w") as fh:
+    fh.writelines(cleaned)
+
+print(f"Cleaned file saved to {as_name}")
diff --git a/scripts/gen_constants.py b/scripts/gen_constants.py
new file mode 100644
index 0000000..331a64a
--- /dev/null
+++ b/scripts/gen_constants.py
@@ -0,0 +1,95 @@
+import csv
+import sys
+
+import yaml
+
+KEEP_FIELDS = ["name", "label", "title", "url", "description", "path"]
+SKIP_DICT = {}
+HELP_TEXT = """
+This script processes a comparison report, in the form of a csv file, and outputs a constants file.
+This constants file can then be used to run another comparison report with more filtered results.
+
+Usage:
+    python gen_constants.py <input_csv_file> [output_yaml_file]
+
+Arguments:
+    <input_csv_file>  - The path to the CSV file to be processed.
+    [output_yaml_file] - Optional. The path where the resulting YAML file will be saved.
+                         If not provided, the output will be saved as 'constants.yaml'.
+
+Example:
+    python gen_constants.py my_results.csv my_constants.yaml
+"""
+
+csv.field_size_limit(sys.maxsize)
+
+
+def filter_parts(parts):
+    for check in KEEP_FIELDS:
+        if check in parts[-1]:
+            return True
+
+
+def add_path_original(path, dest=None):
+    if dest is None:
+        dest = SKIP_DICT
+    curr = path.pop(0)
+    if not (c_val := dest.get(curr, {})):
+        dest[curr] = c_val
+    if len(path) >= 2:
+        add_path_original(path, c_val)
+    elif path:
+        dest[curr].update({path.pop(0): {}})
+    else:
+        dest[curr] = c_val
+
+
+def simplify(indict):
+    as_list = False
+    for key in indict:
+        if isinstance(indict[key], dict):
+            indict[key] = simplify(indict[key])
+        if not indict[key]:
+            as_list = True
+    if as_list:  # convert the dictionary into a list
+        res = []
+        for key, val in indict.items():
+            if not val:
+                res.append(key)
+            else:
+                res.append({key: val})
+        return res
+    if len(indict.items()) == 1:
+        if not next(iter(indict.values())):
+            return next(iter(indict.keys()))
+    if any([isinstance(i, str) for i in indict.items()]):
+        indict[key] = list(indict[key])
+    return indict or {}
+
+
+if sys.argv[1] in ("-h", "--help", "help"):
+    print(HELP_TEXT)
+    sys.exit()
+
+
+input_file = sys.argv[1]
+print(f"Getting baseline from {input_file}.")
+with open(input_file) as fh:
+    reader = csv.reader(fh)
+    next(reader)  # pulse for headers
+    for row in reader:
+        parts = [p for p in row[0].split("/") if not p.isdigit()]
+        if not filter_parts(parts):
+            add_path_original(parts)
+
+SKIP_DICT = simplify(SKIP_DICT)
+
+if len(sys.argv) > 2:
+    as_name = sys.argv[2]
+else:
+    as_name = "constants.yaml"
+with open(as_name, "w") as of:
+    export = {"expected_constants": SKIP_DICT, "skipped_constants": []}
+    yaml.dump(export, of)
+
+print(f"Constants file saved to {as_name}.")