diff --git a/Dockerfile b/Dockerfile
index 6bf572b..bd432f2 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -5,7 +5,7 @@ ENV PYTHONUNBUFFERED=1
 
 
 RUN apt-get update -y
-RUN apt-get install -y gcc default-libmysqlclient-dev pkg-config
+RUN apt-get install -y gcc default-libmysqlclient-dev pkg-config git
 RUN apt-get install mysql-client -y
 RUN apt-get install graphviz graphviz-dev -y
 RUN apt-get install python3 -y
diff --git a/Pipfile b/Pipfile
index 2fa1d05..d9493a8 100644
--- a/Pipfile
+++ b/Pipfile
@@ -41,6 +41,8 @@ sqlalchemy = "*"
 types-requests = "*"
 tzdata = "*"
 epiweeks = "*"
+delphi-utils = "*"
+numpy==1.26.4
 
 [dev-packages]
 flake8 = "*"
diff --git a/Pipfile.lock b/Pipfile.lock
index 1fed6bc..e107d4a 100644
--- a/Pipfile.lock
+++ b/Pipfile.lock
@@ -1,7 +1,7 @@
 {
     "_meta": {
         "hash": {
-            "sha256": "86779d3f0c119371b35c4a2f4c61fdc5e674855267f81045b19fbb53d1ae57fe"
+            "sha256": "e99b136958a73a65488e20ab1310b9d8269af8a6e0a3745453a0324150fac7c0"
         },
         "pipfile-spec": 6,
         "requires": {
@@ -16,85 +16,318 @@
         ]
     },
     "default": {
-        "alabaster": {
+        "aiohappyeyeballs": {
+            "hashes": [
+                "sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558",
+                "sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==2.6.1"
+        },
+        "aiohttp": {
+            "hashes": [
+                "sha256:010cc9bbd06db80fe234d9003f67e97a10fe003bfbedb40da7d71c1008eda0fe",
+                "sha256:049ec0360f939cd164ecbfd2873eaa432613d5e77d6b04535e3d1fbae5a9e645",
+                "sha256:098e92835b8119b54c693f2f88a1dec690e20798ca5f5fe5f0520245253ee0af",
+                "sha256:0a146708808c9b7a988a4af3821379e379e0f0e5e466ca31a73dbdd0325b0263",
+                "sha256:0a23918fedc05806966a2438489dcffccbdf83e921a1170773b6178d04ade142",
+                "sha256:0c643f4d75adea39e92c0f01b3fb83d57abdec8c9279b3078b68a3a52b3933b6",
+                "sha256:1004e67962efabbaf3f03b11b4c43b834081c9e3f9b32b16a7d97d4708a9abe6",
+                "sha256:14954a2988feae3987f1eb49c706bff39947605f4b6fa4027c1d75743723eb09",
+                "sha256:1a649001580bdb37c6fdb1bebbd7e3bc688e8ec2b5c6f52edbb664662b17dc84",
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+                "sha256:2abbb216a1d3a2fe86dbd2edce20cdc5e9ad0be6378455b05ec7f77361b3ab50",
+                "sha256:2c7d81a277fa78b2203ab626ced1487420e8c11a8e373707ab72d189fcdad20a",
+                "sha256:2ce13fcfb0bb2f259fb42106cdc63fa5515fb85b7e87177267d89a771a660b79",
+                "sha256:2e5a495cb1be69dae4b08f35a6c4579c539e9b5706f606632102c0f855bcba7c",
+                "sha256:2ee8a8ac39ce45f3e55663891d4b1d15598c157b4d494a4613e704c8b43112cd",
+                "sha256:3b6f0af863cf17e6222b1735a756d664159e58855da99cfe965134a3ff63b0b0",
+                "sha256:3bdd6e17e16e1dbd3db74d7f989e8af29c4d2e025f9828e6ef45fbdee158ec75",
+                "sha256:3beb14f053222b391bf9cf92ae82e0171067cc9c8f52453a0f1ec7c37df12a77",
+                "sha256:3c5092ce14361a73086b90c6efb3948ffa5be2f5b6fbcf52e8d8c8b8848bb97c",
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+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==3.12.15"
+        },
+        "aiosignal": {
             "hashes": [
-                "sha256:75a8b99c28a5dad50dd7f8ccdd447a121ddb3892da9e53d1ca5cca3106d58d65",
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             "markers": "python_version >= '3.9'",
-            "version": "==0.7.16"
+            "version": "==1.4.0"
+        },
+        "alabaster": {
+            "hashes": [
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         },
         "amqp": {
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             "markers": "python_version >= '3.6'",
-            "version": "==5.2.0"
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-            "version": "==3.8.1"
+            "markers": "python_version >= '3.9'",
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-            "markers": "python_full_version >= '3.6.0'",
-            "version": "==4.12.3"
+            "markers": "python_full_version >= '3.7.0'",
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@@ -388,12 +838,12 @@
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@@ -406,82 +856,82 @@
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@@ -492,30 +942,38 @@
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@@ -631,6 +1320,14 @@
             "markers": "python_version >= '2.7' and python_version not in '3.0, 3.1, 3.2, 3.3'",
             "version": "==1.4.1"
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@@ -639,211 +1336,582 @@
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@@ -853,108 +1921,275 @@
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+                "sha256:597f40615b8d25812f14562699e287f0dcc035d25eb74da72cae043bb884d773",
+                "sha256:59febc3969b0781682b469d4aca1a5cab7505a4f7b85acf6db01fa500fa3f6ba",
+                "sha256:6032e6da6abd41e4acda34d75a816012717000fa6839f37124a47fcefc49bec4",
+                "sha256:62915e6688eb4d180d93840cda4110995ad50c459bf931b8b3775b37c264af1e",
+                "sha256:642980ef5e0fa1de5fa96d905c7e00cb2c47cb468bfcac5a18c58e27dbf8d8d1",
+                "sha256:66252d780b45189975abfed839616e8fd2dbacbdc262105ad7742c6ae58f3e31",
+                "sha256:67e708dfb8e78d8a19169818eeb5c7a80717562de9051bf2413aca8e3696bf16",
+                "sha256:680e19c7ce3710ac4cd964e90dad99bf9b5029372ba0c7cbfcd55e54d90ea819",
+                "sha256:69e9b141de5511021942a6866990aea6d111c9042235de90e08f94cf972ca03d",
+                "sha256:69ff8439d8ba832d6bed88af2c2b3445977eba9a4588b787b32945871c2444e3",
+                "sha256:6c4fbf6b02d70e512d7ade4b1f998f237137f1417ab07ec06358ea04f69134f8",
+                "sha256:6f3eff4cc3f03d650d8755c6eefc844edde99d641d0dcf4da3ab27141a5f8ddf",
+                "sha256:749d73611db8d26a6281086f859ea7ec08f9c4c56cec864e52028c8b328db723",
+                "sha256:76d12524d05841276b0e22573f28d5fbcb67589836772ae9244d90dd7d66aa13",
+                "sha256:793fd0580cb9664548c6b83c63b43c477212c0260891ddf86809e1c06c8b08f1",
+                "sha256:7a8900a42fcdaad568de58887c7b2f602962356908eedb7628eaf6021a6e435b",
+                "sha256:7bdd2f80f4a7df852ab9ab49484a4dee8030023aa536df41f2d922fd57bf023f",
+                "sha256:812303eb4aa98e302886ccda58d6b099e3576b1b9276161469c25803a8db277d",
+                "sha256:835ab2cfc74d5eb4a6a528c57f05688099da41cf4957cf08cad38647e4a83b30",
+                "sha256:83b8eb083fe4683c6115795d9fc1cfaf2cbbefb19b3a1cb68f6527460f483a77",
+                "sha256:8570d998db4ddbfb9a590b185a0a33dbf8aafb831d07a5257b4ec9948df9cb0a",
+                "sha256:8601bc010d1d7780592f3fc1bdc6c72e2b6466ea34569778422943e1a1f3c389",
+                "sha256:86971e2795584fe8c002356d3b97ef6c61862720eeff03db2a7c86b678d85b3e",
+                "sha256:88cab98aa4e13e1ade8c141daeedd300a4603b7132819c484841bb7af3edce9e",
+                "sha256:8e0fe9364ad0fddab2688ce72cb7a8e61ea42eff3c7caeeb83874a5d479c896c",
+                "sha256:8f64fbf81878ba914562c672024089e3401974a39767747691c65080a67b18c1",
+                "sha256:8f969afbb0a9b63c18d0feecf0db09d164b7a44a053e78a7d05f5df163e43833",
+                "sha256:909313577e9619dcff8c31a0ea2aa0a2a828341d92673015456b3ae492e7317b",
+                "sha256:90bbd29c4fe234233f7fa2b9b121fb63c321830e5d05b45153a2ca68f7d310ee",
+                "sha256:9427925776096e664c39e131447aa20ec738bdd77c049c48ea5200db2237e000",
+                "sha256:97c75596019baae7c71ccf1d8cc4738bc08134060d0adfcbe5642f778d1dca38",
+                "sha256:98c4a7d166635147924aa0bf9bfe8d8abad6fffa6102de9c99ea04a1376f91e8",
+                "sha256:a97d67108e79cfe22e2b430d80d7571ae57d19f17cda8bb967057ca8a7bf5bfd",
+                "sha256:aef6c4d69554d44b7f9d923245f8ad9a707d971e6209d51279196d8e8fe1ae16",
+                "sha256:b121ff6a7cbd4abc28985b6028235491941b9fe8fe226e6fdc539c977ea1739d",
+                "sha256:b29a2c385a5f5b9c7d9347e5812b6f7ab267193c62d282a540b4fc528c8a9d2a",
+                "sha256:b5f307337819cdfdbb40193cad84978a029f847b0a357fbe49f712063cfc4f06",
+                "sha256:b982fa7f74c80d5c0c7b5b38f908971e513380a10fecea528091405f519b9ebb",
+                "sha256:bad6d131fda8ef508b36be3ece16d0902e80b88ea7200f030a0f6c11d9e508d4",
+                "sha256:bdcc4cd244e58593a4379fe60fdee5ac0331f8eb70320a24d591a3be197b94a9",
+                "sha256:bea21cdae6c7eb02ba02a475f37463abfe0a01f5d7200121b03e605d6a0439f8",
+                "sha256:c03bfebc4ae8d862f853a9757199677ab74ec25424d0ebd68a0027e9c639a390",
+                "sha256:c5e9642f27036283550f5f57dc6156c51084b458570b9d0d96100c8bebb186a8",
+                "sha256:c7d7f497126d65e2cad8dc5f97d34c27b19199b6414a40cb36b52f41b79014be",
+                "sha256:c7ddf7a09f38667aea38801da8b8d6bfe81df767d9dfc8c88eb45827b195cd1c",
+                "sha256:d017a4997ee50c91fd5466cef416231bb82177b93b029906cefc542ce14c35ac",
+                "sha256:d0f6500f69e8402d513e5eedb77a4e1818691e8f45e6b687147963514d84b44b",
+                "sha256:d1a4fbb50e14396ba3d375f68bfe02215d8e7bc3ec49da8341fe3157f59d2ff5",
+                "sha256:d25ddcf954df1754ab0f86bb696af765c5bfaba39b74095f27eececa049ef9a4",
+                "sha256:d2b6fb3622b7e5bf7a6e5b679a69326b4279e805ed1699d749739a61d242449e",
+                "sha256:daadbdc1f2a9033a2399c42646fbd46da7992e868a5fe9513860122d7fe7a73f",
+                "sha256:dab096ce479d5894d62c26ff4f699ec9072269d514b4edd630a393223f45a0ee",
+                "sha256:daea0d313868da1cf2fac6b2d3a25c6e3a9e879483244be38c8e6a41f1d876a5",
+                "sha256:dd803820d44c8853a109a34e3660e5a61beae12970da479cf44aa2954019bf70",
+                "sha256:df018d92fe22aaebb679a7f89fe0c0f368ec497e3dda6cb81a567610f04501f1",
+                "sha256:df47c55f7d74127d1b11251fe6397d84afdde0d53b90bedb46a23c0e534f9d24",
+                "sha256:e3968ec7d92a0c0f9ac34d5ecfd03869ec0cab0697c91a45db3fbbd95fe1b653",
+                "sha256:e42ba79e2efb6845ebab49c7bf20306c4edf74a0b20fc6b2ccdd1a219d12fad3",
+                "sha256:eae7bfe2069f9c1c5b05fc7fe5d612e5bbc089a39309904ee8b829e322dcad00",
+                "sha256:f5a5928ff5eb13408c62a968ac90d43f8322fd56d87008b8f9dabf3c0f6ee983",
+                "sha256:f60233b98423aab21d249a30eb27c389c14929f47be8430efa7dbd91493a729d",
+                "sha256:f60e4ad5db23f0b96e49c018596707c3ae89f5d0bd97f0ad3684bcbad899f1e7",
+                "sha256:f6342d643bf9a1de97e512e45e4b9560a043347e779a173250824f8b254bd5ce",
+                "sha256:fe41919b9d899661c5c28a8b4b0acf704510b88f27f0934ac7a7bebdd8938d5e",
+                "sha256:ff70f32aa316393eaf8222d518ce9118148eddb8a53073c2403863b41033eed5"
+            ],
+            "markers": "python_version >= '3.9'",
+            "version": "==1.20.1"
         }
     },
     "develop": {
         "flake8": {
             "hashes": [
-                "sha256:049d058491e228e03e67b390f311bbf88fce2dbaa8fa673e7aea87b7198b8d38",
-                "sha256:597477df7860daa5aa0fdd84bf5208a043ab96b8e96ab708770ae0364dd03213"
+                "sha256:b9696257b9ce8beb888cdbe31cf885c90d31928fe202be0889a7cdafad32f01e",
+                "sha256:fe044858146b9fc69b551a4b490d69cf960fcb78ad1edcb84e7fbb1b4a8e3872"
             ],
             "index": "pypi",
-            "markers": "python_full_version >= '3.8.1'",
-            "version": "==7.1.1"
+            "markers": "python_version >= '3.9'",
+            "version": "==7.3.0"
         },
         "isort": {
             "hashes": [
-                "sha256:48fdfcb9face5d58a4f6dde2e72a1fb8dcaf8ab26f95ab49fab84c2ddefb0109",
-                "sha256:8ca5e72a8d85860d5a3fa69b8745237f2939afe12dbf656afbcb47fe72d947a6"
+                "sha256:1cb5df28dfbc742e490c5e41bad6da41b805b0a8be7bc93cd0fb2a8a890ac450",
+                "sha256:2dc5d7f65c9678d94c88dfc29161a320eec67328bc97aad576874cb4be1e9615"
             ],
             "index": "pypi",
-            "markers": "python_full_version >= '3.8.0'",
-            "version": "==5.13.2"
+            "markers": "python_full_version >= '3.9.0'",
+            "version": "==6.0.1"
         },
         "mccabe": {
             "hashes": [
@@ -1552,19 +3449,19 @@
         },
         "pycodestyle": {
             "hashes": [
-                "sha256:46f0fb92069a7c28ab7bb558f05bfc0110dac69a0cd23c61ea0040283a9d78b3",
-                "sha256:6838eae08bbce4f6accd5d5572075c63626a15ee3e6f842df996bf62f6d73521"
+                "sha256:c4b5b517d278089ff9d0abdec919cd97262a3367449ea1c8b49b91529167b783",
+                "sha256:dd6bf7cb4ee77f8e016f9c8e74a35ddd9f67e1d5fd4184d86c3b98e07099f42d"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==2.12.1"
+            "markers": "python_version >= '3.9'",
+            "version": "==2.14.0"
         },
         "pyflakes": {
             "hashes": [
-                "sha256:1c61603ff154621fb2a9172037d84dca3500def8c8b630657d1701f026f8af3f",
-                "sha256:84b5be138a2dfbb40689ca07e2152deb896a65c3a3e24c251c5c62489568074a"
+                "sha256:b24f96fafb7d2ab0ec5075b7350b3d2d2218eab42003821c06344973d3ea2f58",
+                "sha256:f742a7dbd0d9cb9ea41e9a24a918996e8170c799fa528688d40dd582c8265f4f"
             ],
-            "markers": "python_version >= '3.8'",
-            "version": "==3.2.0"
+            "markers": "python_version >= '3.9'",
+            "version": "==3.4.0"
         }
     }
 }
diff --git a/src/indicatorsets/views.py b/src/indicatorsets/views.py
index 576225f..88b39d9 100644
--- a/src/indicatorsets/views.py
+++ b/src/indicatorsets/views.py
@@ -1,6 +1,5 @@
 import base64
 import json
-import logging
 import requests
 from textwrap import dedent
 
@@ -21,7 +20,11 @@
     group_by_property,
 )
 
-logger = logging.getLogger(__name__)
+from delphi_utils import get_structured_logger
+
+indicatorsets_logger = get_structured_logger("indicatorsets_logger")
+
+form_activity_logger = get_structured_logger("form_activity_logger")
 
 HEADER_DESCRIPTION = "Discover, display and download real-time infectious disease indicators (time series) that track a variety of pathogens, diseases and syndromes in a variety of locations (primarily within the USA). Browse the list, or filter it first by locations and pathogens of interest, by surveillance categories, and more. Expand any row to expose and select from a set of related indicators, then hit 'Show Selected Indicators' at bottom to plot or export your selected indicators, or to generate code snippets to retrieve them from the Delphi Epidata API. Most indicators are served from the Delphi Epidata real-time repository, but some may be available only from third parties or may require prior approval."
 
@@ -39,7 +42,7 @@ def get_queryset(self):
                 "geographic_scope",
             )
         except Exception as e:
-            logger.error(f"Error fetching indicator sets: {e}")
+            indicatorsets_logger.error(f"Error fetching indicator sets: {e}")
             return IndicatorSet.objects.none()
 
     def get_related_indicators(self, queryset, indicator_set_ids: list):
@@ -231,6 +234,8 @@ def epivis(request):
         indicators = data.get("indicators", [])
         covidcast_geos = data.get("covidCastGeographicValues", [])
         fluview_geos = data.get("fluviewRegions", [])
+        api_key = data.get("apiKey", "")
+        form_activity_logger.info(mode="epivis", indicator_count=len(indicators), covidcast_geos_count=len(covidcast_geos), fluview_geos_count=len(fluview_geos), api_key=api_key)  # noqa: E501
         for indicator in indicators:
             if indicator["_endpoint"] == "covidcast":
                 for geo in covidcast_geos:
@@ -257,6 +262,7 @@ def epivis(request):
                                 },
                             }
                         )
+                        form_activity_logger.info(mode="epivis", endpoint=indicator["_endpoint"], data_source=indicator["data_source"], indicator=indicator["indicator"], geo_type=geo["geoType"], geo_value=geo_value, api_key=api_key)  # noqa: E501
             elif indicator["_endpoint"] == "fluview":
                 for geo in fluview_geos:
                     datasets.append(
@@ -274,6 +280,7 @@ def epivis(request):
                             },
                         }
                     )
+                    form_activity_logger.info(mode="epivis", endpoint=indicator["_endpoint"], data_source=indicator["data_source"], indicator=indicator["indicator"], geo_value=geo["id"], api_key=api_key)  # noqa: E501
         if datasets:
             datasets_json = json.dumps({"datasets": datasets})
             datasets_b64 = base64.b64encode(datasets_json.encode("ascii")).decode("ascii")
@@ -293,7 +300,7 @@ def generate_export_data_url(request):
         covidcast_geos = data.get("covidCastGeographicValues", {})
         fluview_geos = data.get("fluviewRegions", [])
         api_key = data.get("apiKey", None)
-
+        form_activity_logger.info(mode="data_export", indicator_count=len(indicators), covidcast_geos_count=len(covidcast_geos), fluview_geos_count=len(fluview_geos), api_key=api_key)  # noqa: E501
         for indicator in indicators:
             if indicator["_endpoint"] == "covidcast":
                 dates = get_epiweek(start_date, end_date) if indicator["time_type"] == "week" else [start_date, end_date]  # fmt: skip
@@ -308,6 +315,7 @@ def generate_export_data_url(request):
                             for value in values
                         ]
                     )
+                    form_activity_logger.info(mode="data_export", endpoint=indicator["_endpoint"], data_source=indicator["data_source"], indicator=indicator["indicator"], geo_type=type, geo_value=geo_values, api_key=api_key)  # noqa: E501
                     data_export_url = f"{settings.EPIDATA_URL}covidcast/csv?signal={indicator['data_source']}:{indicator['indicator']}&start_day={dates[0]}&end_day={dates[1]}&geo_type={type}&geo_values={geo_values}"
                     if api_key:
                         data_export_url += f"&api_key={api_key}"
@@ -317,6 +325,7 @@ def generate_export_data_url(request):
         if fluview_geos:
             regions = ",".join([region["id"] for region in fluview_geos])
             date_from, date_to = get_epiweek(start_date, end_date)
+            form_activity_logger.info(mode="data_export", endpoint="fluview", regions=regions, epiweeks=f"{date_from}-{date_to}", api_key=api_key)  # noqa: E501
             data_export_url = f"{settings.EPIDATA_URL}fluview/?regions={regions}&epiweeks={date_from}-{date_to}&format=csv"
             if api_key:
                 data_export_url += f"&api_key={api_key}"
@@ -342,7 +351,7 @@ def preview_data(request):
         api_key = data.get("apiKey", None)
 
         preview_data = []
-
+        form_activity_logger.info(mode="preview_data", indicator_count=len(indicators), covidcast_geos_count=len(covidcast_geos), fluview_geos_count=len(fluview_geos), api_key=api_key)  # noqa: E501
         for indicator in indicators:
             if indicator["_endpoint"] == "covidcast":
                 time_values = f"{start_date}--{end_date}"
@@ -369,6 +378,7 @@ def preview_data(request):
                         "geo_values": geo_values,
                         "api_key": api_key if api_key else settings.EPIDATA_API_KEY,
                     }
+                    form_activity_logger.info(mode="preview_data", endpoint=indicator["_endpoint"], data_source=indicator["data_source"], indicator=indicator["indicator"], geo_type=geo_type, geo_value=geo_values, api_key=api_key)  # noqa: E501
                     response = requests.get(
                         f"{settings.EPIDATA_URL}covidcast", params=params
                     )
@@ -397,6 +407,7 @@ def preview_data(request):
                 "epiweeks": f"{date_from}-{date_to}",
                 "api_key": api_key if api_key else settings.EPIDATA_API_KEY,
             }
+            form_activity_logger.info(mode="data_export", endpoint="fluview", regions=regions, epiweeks=f"{date_from}-{date_to}", api_key=api_key)  # noqa: E501
             response = requests.get(f"{settings.EPIDATA_URL}fluview", params=params)
             if response.status_code == 200:
                 data = response.json()
@@ -462,6 +473,8 @@ def create_query_code(request):
                         )
                         for value in values
                     ]
+                    for indicator in indicators:
+                        form_activity_logger.info(mode="data_export", endpoint="covidcast", data_source=data_source, indicator=indicator["indicator"], geo_type=geo_type, geo_value=','.join(geo_values), api_key=api_key)  # noqa: E501
                     if time_type == "week":
                         start_week, end_week = get_epiweek(start_date, end_date)
                         python_code_block = dedent(
@@ -475,7 +488,7 @@ def create_query_code(request):
                                 time_values=EpiRange({start_week}, {end_week}),
                             ).df()
                         """
-                        )
+                        ) 
                         python_code_blocks.append(python_code_block)
                         r_code_block = dedent(
                             f"""\
@@ -528,6 +541,7 @@ def create_query_code(request):
                 ).df()
             """
             )
+            form_activity_logger.info(mode="data_export", endpoint="fluview", regions=regions, epiweeks=f"{start_week}-{end_week}", api_key=api_key)  # noqa: E501
             python_code_blocks.append(python_code_block)
             r_code_block = dedent(
                 f"""\