diff --git a/bpfin/back_end_call/back_end_prelim.py b/bpfin/back_end_call/back_end_prelim.py
index 5cab49725e35c952eb3aba79e2ef0e6199f4a090..c6ba9bf75506630f69d242851e8920ccdc7bad17 100644
--- a/bpfin/back_end_call/back_end_prelim.py
+++ b/bpfin/back_end_call/back_end_prelim.py
@@ -168,11 +168,11 @@ def prelim_scenario(raw_monthly_bill_table, raw_annual_bill_table, raw_income_in
     # the following is front-end formatting building:
     loan_showcase_list = [
         'Lender',
-        'Amount Borrowed ($)',
-        'Amount Upper Limit ($)',
-        'Annual Interest Rate (%)',
-        'Duration (months)',
-        'Monthly Debt Service ($)']
+        'Amount Borrowed',
+        'Amount Upper Limit',
+        'Annual Interest Rate',
+        'Duration',
+        'Monthly Debt Service']
     loan_item_list = [
         'institute',
         'amount',
diff --git a/setup.py b/setup.py
index 135817daddbda5667c952b0177110634be96c09a..2a0050509eb0e21a7c96ccb0136af26828b062d3 100644
--- a/setup.py
+++ b/setup.py
@@ -12,7 +12,7 @@ reqs = [str(req.req) for req in install_reqs]
 
 setup(
     name='bpfin',
-    version='0.2.4',
+    version='0.2.5',
     description='Finance models and utilites',
     author='BlocPower',
     author_email='admin@blocpower.org',