GA pharmacy script.

fensorechase · Jan 29, 2024 · 38a2992 · 38a2992
1 parent a95e7a8
commit 38a2992
Showing 1 changed file with 13 additions and 0 deletions.
diff --git a/compress_pharma.py b/compress_pharma.py
@@ -0,0 +1,13 @@
+import json
+import pandas as pd
+
+
+tmp = pd.read_csv("pharmacy_ga.csv")
+tmp.zipcode = tmp.zipcode.astype(int)
+
+tmp_gp = tmp[tmp.source == 'gp']
+agg_gp = tmp_gp.groupby(by=["zipcode"]).count()
+agg_json = agg_gp.to_dict()
+
+with open("zipdata.json", "w") as outfile:
+ outfile.write(json.dumps(agg_json["census"]))