diff --git a/notes/documentation/dataflow.md b/notes/documentation/dataflow.md
index d0a82ea..fd483e4 100644
--- a/notes/documentation/dataflow.md
+++ b/notes/documentation/dataflow.md
@@ -2,23 +2,65 @@
 
 <https://cloud.google.com/dataflow/docs/quickstarts/quickstart-python>
 
+## Examples
+
+Full example of beam pipeline on dataflow:
+
+<https://github.com/apache/beam/tree/master/sdks/python/apache_beam/examples/complete/juliaset>
+
+## Setup
+
 Export env variable:
 
 `export GOOGLE_APPLICATION_CREDENTIALS="/home/dtomlinson/git-repos/work/street_group/street_group_tech_test/street-group-0c490d23a9d0.json"`
 
-Run the pipeline:
+## Run pipeline
 
+### Dataflow
+
+#### Monthly dataset
+
+```bash
 python -m analyse_properties.main \
-    --region europe-west2 \
-    --input gs://street-group-technical-test-dmot/input/pp-monthly-update-new-version.csv \
-    --output gs://street-group-technical-test-dmot/output/pp-monthly-update-new-version \
+    --region europe-west1 \
+    --input gs://street-group-technical-test-dmot-euw1/input/pp-monthly-update-new-version.csv \
+    --output gs://street-group-technical-test-dmot-euw1/output/pp-monthly-update-new-version \
     --runner DataflowRunner \
     --project street-group \
-    --temp_location gs://street-group-technical-test-dmot/tmp
+    --temp_location gs://street-group-technical-test-dmot-euw1/tmp \
+    --subnetwork=https://www.googleapis.com/compute/v1/projects/street-group/regions/europe-west1/subnetworks/europe-west-1-dataflow \
+    --no_use_public_ips
+```
 
+#### Full dataset
+
+```bash
+python -m analyse_properties.main \
+    --region europe-west1 \
+    --input gs://street-group-technical-test-dmot-euw1/input/pp-complete.csv \
+    --output gs://street-group-technical-test-dmot-euw1/output/pp-complete \
+    --runner DataflowRunner \
+    --project street-group \
+    --temp_location gs://street-group-technical-test-dmot-euw1/tmp \
+    --subnetwork=https://www.googleapis.com/compute/v1/projects/street-group/regions/europe-west1/subnetworks/europe-west-1-dataflow \
+    --no_use_public_ips
+```
+
+### Locally
+
+Run the pipeline locally:
+
+`python -m analyse_properties.main --runner DirectRunner`
 
 ## Errors
 
 Unsubscriptable error on window:
 
 <https://stackoverflow.com/questions/42276520/what-does-object-of-type-unwindowedvalues-has-no-len-mean>
+
+## Documentation
+
+Running in its own private VPC without public IPs
+
+- <https://stackoverflow.com/questions/58893082/which-compute-engine-quotas-need-to-be-updated-to-run-dataflow-with-50-workers>
+- <https://cloud.google.com/dataflow/docs/guides/specifying-networks#subnetwork_parameter>