diff --git a/python/report.py b/python/report.py
new file mode 100644
index 0000000..87c13cd
--- /dev/null
+++ b/python/report.py
@@ -0,0 +1,60 @@
+#!/usr/bin/python3
+
+import pandas as pd
+import argparse
+
+# setup CLI parsing
+parser = argparse.ArgumentParser(
+    prog='xmpp-expenses-report',
+    description='Generate a report from a CSV file generated by the XMPP expense bot.',
+    epilog='')
+
+parser.add_argument('-f', '--filename')
+parser.add_argument('-n', '--nexp')
+parser.add_argument('-l', '--lang')
+args = parser.parse_args()
+
+# localize
+
+sentences = { 'it':
+                [f'Ciao, ecco le ultime {args.nexp} spese:',
+                 f'Totale speso dal',
+                 f'Totale per ogni utente dal'],
+              'en':
+                [f'Hi, here\'s the latest {args.nexp} expenses:',
+                 f'Total sum of expenses since',
+                 f'Sum of expenses for every user since']}
+
+
+# load CSV
+df = pd.read_csv(args.filename)
+df['dt'] = pd.to_datetime(df['Time'])
+df['FloatValue'] = df[['Value']].astype(float)
+
+recent = df.sort_values(by='dt', ascending=False)
+
+# latest N expenses
+print(sentences[args.lang][0] + '\n')
+
+print(
+    recent[['ID', 'Time', 'Value', 'User', 'Notes']]
+    .head(int(args.nexp))   # only print latest args.nexp expenses
+    .to_string(index=False))
+
+# totals of whole
+startdate = recent.dt.iloc[-1].date()
+ntot = recent.FloatValue.sum()
+
+print('\n{0} {1}: {2:.2f} euro'.format(
+    sentences[args.lang][1],
+    startdate,
+    abs(ntot)))
+
+usertot = pd.DataFrame(recent[['User','FloatValue']].groupby('User', group_keys=True).sum())
+
+print('\n{0} {1}:'.format(
+    sentences[args.lang][2],
+    startdate))
+
+for user,value in usertot.iterrows():
+    print('{0}: {1:.2f} euro'.format(user,abs(value.values[0])))
diff --git a/python/requirements.txt b/python/requirements.txt
new file mode 100644
index 0000000..85722d7
--- /dev/null
+++ b/python/requirements.txt
@@ -0,0 +1,2 @@
+pandas
+argparse