diff --git a/exploration/report.py b/exploration/report.py
new file mode 100644
index 0000000..ff6fac8
--- /dev/null
+++ b/exploration/report.py
@@ -0,0 +1,15 @@
+from importlib import resources
+
+import pandas as pd
+from pandas_profiling import ProfileReport
+
+
+def main():
+    with resources.path("analyse_properties.data", "pp-complete.csv") as csv_file:
+        df_report = pd.read_csv(csv_file)
+    profile = ProfileReport(df_report, title="Price Paid Data", minimal=True)
+    profile.to_file("price_paid_data_report.html")
+
+
+if __name__ == "__main__":
+    main()