diff --git a/.renku/activity_index.yaml b/.renku/activity_index.yaml
index 807be8d2f04c21792c61055e8e38ae92b42b8290..6dcc25d86383e36c4c9b30c3868983e80feb0e44 100644
--- a/.renku/activity_index.yaml
+++ b/.renku/activity_index.yaml
@@ -1958,6 +1958,8 @@ runs/Dashboard.run.ipynb:
   - .renku/workflow/0f5da9ad99fa4c66928bba9f7a0da96b_migrated.yaml
   656ce2c06205fc3233b3b6dfe4b1f22468ff1ae7:
   - .renku/workflow/6a00a7ed813b465cab734e3205b80449_migrated.yaml
+  67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a:
+  - .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml
   67cc598d31785909fe774b796a2005a7723889ea:
   - .renku/workflow/a33aea4639b44bd2848e733e8f609e36_papermill.yaml
   6e1d9b3b666bf73d18318af921541e0852fb767d:
@@ -2352,6 +2354,8 @@ runs/covidtracking.run.ipynb:
   - .renku/workflow/5d55f5e39ab94fb6bb888d3a91533f81_migrated.yaml
   656ce2c06205fc3233b3b6dfe4b1f22468ff1ae7:
   - .renku/workflow/6a00a7ed813b465cab734e3205b80449_migrated.yaml
+  67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a:
+  - .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml
   79d74f3e676285b0436fba25b4c03305ac011168:
   - .renku/workflow/70b7f6e334b640d7a59190511b00e2db_migrated.yaml
   88bfe638fe325cd4ae49b3b6cfad9e6c695bdb72:
@@ -2421,6 +2425,8 @@ runs/dataset_summary.run.ipynb:
   - .renku/workflow/03591762874446b3a40610d1b51a4b77_migrated.yaml
   5367dfc97ed3e0cc99476b97255e0d6eb0befe3b:
   - .renku/workflow/bb8c2da0df5d422f942639a743e69f3f_migrated.yaml
+  67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a:
+  - .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml
   79d74f3e676285b0436fba25b4c03305ac011168:
   - .renku/workflow/70b7f6e334b640d7a59190511b00e2db_migrated.yaml
   88bfe638fe325cd4ae49b3b6cfad9e6c695bdb72:
diff --git a/.renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml b/.renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..fdd75eaa89af23b8a0d6b7a3ea357a86ef83281d
--- /dev/null
+++ b/.renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml
@@ -0,0 +1,9375 @@
+- '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.10.4
+  '@type':
+  - http://purl.org/wf4ever/wfprov#WorkflowEngine
+  - http://www.w3.org/ns/prov#SoftwareAgent
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': renku 0.10.4
+- '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.15.1
+  '@type':
+  - http://purl.org/wf4ever/wfprov#WorkflowEngine
+  - http://www.w3.org/ns/prov#SoftwareAgent
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': renku 0.15.1
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  '@type':
+  - http://purl.org/wf4ever/wfprov#ProcessRun
+  - http://purl.org/wf4ever/wfprov#WorkflowRun
+  - http://www.w3.org/ns/prov#Activity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#comment:
+  - '@value': renku update --with-siblings
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml@67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml
+  http://www.w3.org/ns/prov#endedAtTime:
+  - '@type': http://www.w3.org/2001/XMLSchema#dateTime
+    '@value': '2020-11-23T08:06:26+00:00'
+  http://www.w3.org/ns/prov#influenced: []
+  http://www.w3.org/ns/prov#qualifiedAssociation:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/association
+  http://www.w3.org/ns/prov#qualifiedUsage:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/1
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/2
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/3
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/4
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/5
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/6
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/7
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/8
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/9
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/10
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/11
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/12
+  http://www.w3.org/ns/prov#startedAtTime:
+  - '@type': http://www.w3.org/2001/XMLSchema#dateTime
+    '@value': '2020-11-23T08:06:26+00:00'
+  http://www.w3.org/ns/prov#wasAssociatedWith:
+  - '@id': mailto:beepbop@example.com
+  - '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.15.1
+  http://www.w3.org/ns/prov#wasInformedBy:
+  - '@id': https://localhost/activities/commit/77f2290cd7f12d34ce8cd95aca0c1941a3473719
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/association
+  '@type':
+  - http://www.w3.org/ns/prov#Association
+  http://www.w3.org/ns/prov#agent:
+  - '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.10.4
+  http://www.w3.org/ns/prov#hadPlan:
+  - '@id': https://renkulab.io/runs/d1b01c12992153fcc7263444611d4c0b618edec5
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/1
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/873e396bcc24b2f296b7a8fe2a0e8af5c0e94870/notebooks/covidtracking.ipynb
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_1/inputs/1
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/10
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/3ed59d79e443662b56a3e17ba66ea896fa29b3c5/data/covid-19_jhu-csse
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_3/inputs/3
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/11
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/b092dca8866c940dd4ff119b7d76d163a1be6a65/data/covid-19_rates
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_3/inputs/5
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/12
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/be0cb6dc73bbbde45d4aab4e59d2d01e09801f11/data/geodata/geo_data.csv
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_3/inputs/7
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/2
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/77f2290cd7f12d34ce8cd95aca0c1941a3473719/data/covidtracking
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_1/inputs/4
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/3
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/cb66131be6674e0b2c6da3810b45dde7032dc361/data/atlas
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_1/inputs/6
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/4
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/a29dea56e8ae185dc1c28e254c31b4e46ef5fc1d/notebooks/datasets_summary.ipynb
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_2/inputs/1
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/5
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/3f26a785b8680dced0064d5cd00b9e4d75acd6e9/data/covid-19-spain
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_2/inputs/10
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/6
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/be18f95b9e90310ba750b0a830ef76b979bef266/data/covid-19-ecdc
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_2/inputs/12
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/7
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/db837cc3232bd5970d368a78e8def7d384ff2cab/data/covid-19-us-nyt
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_2/inputs/6
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/8
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/c6a6ff3972cdea5d0ff8b2b8e30ab86c8d7f95e9/data/covid-19-italy/dpc-covid19-ita-regioni.csv
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_2/inputs/8
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/inputs/9
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/b1cc748882c72c30a9b1bff32571532e4a669e2a/notebooks/Dashboard.ipynb
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': steps/step_3/inputs/10
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1
+  '@type':
+  - http://purl.org/wf4ever/wfprov#ProcessRun
+  - http://www.w3.org/ns/prov#Activity
+  http://purl.org/wf4ever/wfprov#wasPartOfWorkflowRun:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#comment:
+  - '@value': renku update --with-siblings
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml@67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml
+  http://www.w3.org/ns/prov#endedAtTime:
+  - '@type': http://www.w3.org/2001/XMLSchema#dateTime
+    '@value': '2020-11-23T08:06:26+00:00'
+  http://www.w3.org/ns/prov#influenced: []
+  http://www.w3.org/ns/prov#qualifiedAssociation:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1/association
+  http://www.w3.org/ns/prov#qualifiedUsage:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1/inputs/1
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1/inputs/4
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1/inputs/6
+  http://www.w3.org/ns/prov#startedAtTime:
+  - '@type': http://www.w3.org/2001/XMLSchema#dateTime
+    '@value': '2020-11-23T08:06:26+00:00'
+  http://www.w3.org/ns/prov#wasAssociatedWith:
+  - '@id': mailto:beepbop@example.com
+  - '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.15.1
+  http://www.w3.org/ns/prov#wasInformedBy:
+  - '@id': https://localhost/activities/commit/77f2290cd7f12d34ce8cd95aca0c1941a3473719
+  https://swissdatasciencecenter.github.io/renku-ontology#hasRunParameter: []
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1/association
+  '@type':
+  - http://www.w3.org/ns/prov#Association
+  http://www.w3.org/ns/prov#agent:
+  - '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.10.4
+  http://www.w3.org/ns/prov#hadPlan:
+  - '@id': https://renkulab.io/runs/3050f5e2617d215dab5d3c8e8e111d747acfab95
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1/inputs/1
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/6815d7fed6d1d3ccd5e70306be35b4803dee2cb9/notebooks/covidtracking.ipynb
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/1
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1/inputs/4
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/eba5afe84714da575d74cf8be4ca0fd510f40170/data/covidtracking
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/4
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1/inputs/6
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/cb66131be6674e0b2c6da3810b45dde7032dc361/data/atlas
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/6
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1/outputs/2
+  '@type':
+  - http://www.w3.org/ns/prov#Generation
+  http://www.w3.org/ns/prov#activity:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_1
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': outputs/2
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2
+  '@type':
+  - http://purl.org/wf4ever/wfprov#ProcessRun
+  - http://www.w3.org/ns/prov#Activity
+  http://purl.org/wf4ever/wfprov#wasPartOfWorkflowRun:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#comment:
+  - '@value': renku update --with-siblings
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml@67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml
+  http://www.w3.org/ns/prov#endedAtTime:
+  - '@type': http://www.w3.org/2001/XMLSchema#dateTime
+    '@value': '2020-11-23T08:06:26+00:00'
+  http://www.w3.org/ns/prov#influenced: []
+  http://www.w3.org/ns/prov#qualifiedAssociation:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/association
+  http://www.w3.org/ns/prov#qualifiedUsage:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/1
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/10
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/12
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/4
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/6
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/8
+  http://www.w3.org/ns/prov#startedAtTime:
+  - '@type': http://www.w3.org/2001/XMLSchema#dateTime
+    '@value': '2020-11-23T08:06:26+00:00'
+  http://www.w3.org/ns/prov#wasAssociatedWith:
+  - '@id': mailto:beepbop@example.com
+  - '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.15.1
+  http://www.w3.org/ns/prov#wasInformedBy:
+  - '@id': https://localhost/activities/commit/77f2290cd7f12d34ce8cd95aca0c1941a3473719
+  https://swissdatasciencecenter.github.io/renku-ontology#hasRunParameter: []
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/association
+  '@type':
+  - http://www.w3.org/ns/prov#Association
+  http://www.w3.org/ns/prov#agent:
+  - '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.10.4
+  http://www.w3.org/ns/prov#hadPlan:
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/1
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/7d16d46d38c5e367f7c8dffd268690d05729d3ad/notebooks/datasets_summary.ipynb
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/1
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/10
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/5aac9a8fa7c1d4c1c73462d9f6e687d4b364ad7b/data/covid-19-spain
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/10
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/12
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/102885d66f2750baacce5623bc656e702a5a334e/data/covid-19-ecdc
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/12
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/4
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/cb66131be6674e0b2c6da3810b45dde7032dc361/data/atlas
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/4
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/6
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/9fe3933dc7095dc715ae0c5aeaf2b01dfe2d1306/data/covid-19-us-nyt
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/6
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/inputs/8
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/aba26beb164cdf7f4b8b1fedf09a0f2126be49f7/data/covid-19-italy/dpc-covid19-ita-regioni.csv
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/8
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2/outputs/2
+  '@type':
+  - http://www.w3.org/ns/prov#Generation
+  http://www.w3.org/ns/prov#activity:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_2
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': outputs/2
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3
+  '@type':
+  - http://purl.org/wf4ever/wfprov#ProcessRun
+  - http://www.w3.org/ns/prov#Activity
+  http://purl.org/wf4ever/wfprov#wasPartOfWorkflowRun:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#comment:
+  - '@value': renku update --with-siblings
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml@67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': .renku/workflow/2667d60a5d094b51be3fcf6b92f8da82_migrated.yaml
+  http://www.w3.org/ns/prov#endedAtTime:
+  - '@type': http://www.w3.org/2001/XMLSchema#dateTime
+    '@value': '2020-11-23T08:06:26+00:00'
+  http://www.w3.org/ns/prov#influenced: []
+  http://www.w3.org/ns/prov#qualifiedAssociation:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/association
+  http://www.w3.org/ns/prov#qualifiedUsage:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/10
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/3
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/5
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/7
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/9
+  http://www.w3.org/ns/prov#startedAtTime:
+  - '@type': http://www.w3.org/2001/XMLSchema#dateTime
+    '@value': '2020-11-23T08:06:26+00:00'
+  http://www.w3.org/ns/prov#wasAssociatedWith:
+  - '@id': mailto:beepbop@example.com
+  - '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.15.1
+  http://www.w3.org/ns/prov#wasInformedBy:
+  - '@id': https://localhost/activities/commit/77f2290cd7f12d34ce8cd95aca0c1941a3473719
+  https://swissdatasciencecenter.github.io/renku-ontology#hasRunParameter: []
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/association
+  '@type':
+  - http://www.w3.org/ns/prov#Association
+  http://www.w3.org/ns/prov#agent:
+  - '@id': https://github.com/swissdatasciencecenter/renku-python/tree/v0.10.4
+  http://www.w3.org/ns/prov#hadPlan:
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/10
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/5ccfa488f9e5d0c388c44e48bb0a5a08f71807fd/notebooks/Dashboard.ipynb
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/10
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/3
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/f5d570f77ea8f01fdc30855e227796871c77fb51/data/covid-19_jhu-csse
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/3
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/5
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/2a152bf1517a6cf200b121c4552109ff0f528b0b/data/covid-19_rates
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/5
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/7
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/be0cb6dc73bbbde45d4aab4e59d2d01e09801f11/data/geodata/geo_data.csv
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/7
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/inputs/9
+  '@type':
+  - http://www.w3.org/ns/prov#Usage
+  http://www.w3.org/ns/prov#entity:
+  - '@id': https://renkulab.io/blob/6d16a55d66783ed7db5182398c031944f089ec3c/data/atlas
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': inputs/9
+- '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3/outputs/11
+  '@type':
+  - http://www.w3.org/ns/prov#Generation
+  http://www.w3.org/ns/prov#activity:
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a/steps/step_3
+  - '@id': https://localhost/activities/commit/67cbdeaf9d570ff92fa08da837f3bccc91cf6e6a
+  http://www.w3.org/ns/prov#hadRole:
+  - '@value': outputs/11
+- '@id': https://renkulab.io/blob/047e12891b689342136644be875cc3b57a3c5d45/data/atlas/worldbank
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Collection
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/atlas/worldbank@047e12891b689342136644be875cc3b57a3c5d45
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/atlas/worldbank
+  http://www.w3.org/ns/prov#hadMember:
+  - '@id': https://renkulab.io/blob/047e12891b689342136644be875cc3b57a3c5d45/data/atlas/worldbank/SP.POP.TOTL.zip
+- '@id': https://renkulab.io/blob/047e12891b689342136644be875cc3b57a3c5d45/data/atlas/worldbank/SP.POP.TOTL.zip
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/atlas/worldbank/SP.POP.TOTL.zip@047e12891b689342136644be875cc3b57a3c5d45
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/atlas/worldbank/SP.POP.TOTL.zip
+- '@id': https://renkulab.io/blob/102885d66f2750baacce5623bc656e702a5a334e/data/covid-19-ecdc
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Collection
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19-ecdc@102885d66f2750baacce5623bc656e702a5a334e
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19-ecdc
+  http://www.w3.org/ns/prov#hadMember:
+  - '@id': https://renkulab.io/blob/102885d66f2750baacce5623bc656e702a5a334e/data/covid-19-ecdc/covid-19-ecdc.csv
+- '@id': https://renkulab.io/blob/102885d66f2750baacce5623bc656e702a5a334e/data/covid-19-ecdc/covid-19-ecdc.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19-ecdc/covid-19-ecdc.csv@102885d66f2750baacce5623bc656e702a5a334e
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19-ecdc/covid-19-ecdc.csv
+- '@id': https://renkulab.io/blob/1be9e1ed1e470525dba1efbde589482130faf9dc/runs/covidtracking.run.ipynb
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': runs/covidtracking.run.ipynb@1be9e1ed1e470525dba1efbde589482130faf9dc
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': runs/covidtracking.run.ipynb
+- '@id': https://renkulab.io/blob/20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a/data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-22-2020.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-22-2020.csv@20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-22-2020.csv
+- '@id': https://renkulab.io/blob/20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a/data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-26-2020.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
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+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-26-2020.csv
+- '@id': https://renkulab.io/blob/20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a/data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-27-2020.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-27-2020.csv@20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-27-2020.csv
+- '@id': https://renkulab.io/blob/20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a/data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-28-2020.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-28-2020.csv@20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-28-2020.csv
+- '@id': https://renkulab.io/blob/20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a/data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-29-2020.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-29-2020.csv@20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-29-2020.csv
+- '@id': https://renkulab.io/blob/20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a/data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-31-2020.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-31-2020.csv@20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/03-31-2020.csv
+- '@id': https://renkulab.io/blob/20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a/data/covid-19_jhu-csse/csse_covid_19_daily_reports/04-02-2020.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/04-02-2020.csv@20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/04-02-2020.csv
+- '@id': https://renkulab.io/blob/20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a/data/covid-19_jhu-csse/csse_covid_19_daily_reports/04-03-2020.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/04-03-2020.csv@20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/04-03-2020.csv
+- '@id': https://renkulab.io/blob/20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a/data/covid-19_jhu-csse/csse_covid_19_daily_reports/04-05-2020.csv
+  '@type':
+  - http://purl.org/wf4ever/wfprov#Artifact
+  - http://www.w3.org/ns/prov#Entity
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': data/covid-19_jhu-csse/csse_covid_19_daily_reports/04-05-2020.csv@20e004ae0f41dc3a86e653ffd3ad0c18605d1a7a
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+  - '@id': https://renkulab.io/blob/1be9e1ed1e470525dba1efbde589482130faf9dc/runs/covidtracking.run.ipynb
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87
+  '@type':
+  - http://www.w3.org/ns/prov#Entity
+  - http://www.w3.org/ns/prov#Plan
+  - https://swissdatasciencecenter.github.io/renku-ontology#Run
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://schema.org/keywords: []
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': .renku/workflow/edeae7a3f9bd41579941a5f9b0eaf2aa_papermill.cwl@6e1d9b3b666bf73d18318af921541e0852fb767d
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': .renku/workflow/edeae7a3f9bd41579941a5f9b0eaf2aa_papermill.cwl
+  https://swissdatasciencecenter.github.io/renku-ontology#command:
+  - '@value': papermill
+  https://swissdatasciencecenter.github.io/renku-ontology#hasArguments:
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/2
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/4
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/6
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/8
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/1
+  https://swissdatasciencecenter.github.io/renku-ontology#hasInputs:
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/10
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/3
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/5
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/7
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/9
+  https://swissdatasciencecenter.github.io/renku-ontology#hasOutputs:
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/outputs/11
+  https://swissdatasciencecenter.github.io/renku-ontology#hasRunParameters: []
+  https://swissdatasciencecenter.github.io/renku-ontology#hasSubprocess: []
+  https://swissdatasciencecenter.github.io/renku-ontology#successCodes: []
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/1
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': --report-mode
+  http://schema.org/name:
+  - '@value': param-1
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 1
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': --report-mode
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/2
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': ts_folder
+  http://schema.org/name:
+  - '@value': p-2
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 2
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '-p '
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': ts_folder
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/4
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': rates_folder
+  http://schema.org/name:
+  - '@value': p-4
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 4
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '-p '
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': rates_folder
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/6
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': geodata_path
+  http://schema.org/name:
+  - '@value': p-6
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 6
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '-p '
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': geodata_path
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/arguments/8
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': atlas_path
+  http://schema.org/name:
+  - '@value': p-8
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 8
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '-p '
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': atlas_path
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/10
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandInput
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': notebooks/Dashboard.ipynb
+  http://schema.org/name:
+  - '@value': inject-paths-10
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Input "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#consumes:
+  - '@id': https://renkulab.io/blob/5ccfa488f9e5d0c388c44e48bb0a5a08f71807fd/notebooks/Dashboard.ipynb
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 10
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '--inject-paths '
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/3
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandInput
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': data/covid-19_jhu-csse
+  http://schema.org/name:
+  - '@value': input-3
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Input "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#consumes:
+  - '@id': https://renkulab.io/blob/f5d570f77ea8f01fdc30855e227796871c77fb51/data/covid-19_jhu-csse
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 3
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/5
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandInput
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': data/covid-19_rates
+  http://schema.org/name:
+  - '@value': input-5
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Input "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#consumes:
+  - '@id': https://renkulab.io/blob/2a152bf1517a6cf200b121c4552109ff0f528b0b/data/covid-19_rates
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 5
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/7
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandInput
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': data/geodata/geo_data.csv
+  http://schema.org/name:
+  - '@value': input-7
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Input "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#consumes:
+  - '@id': https://renkulab.io/blob/be0cb6dc73bbbde45d4aab4e59d2d01e09801f11/data/geodata/geo_data.csv
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 7
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/inputs/9
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandInput
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': data/atlas
+  http://schema.org/name:
+  - '@value': input-9
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Input "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#consumes:
+  - '@id': https://renkulab.io/blob/6d16a55d66783ed7db5182398c031944f089ec3c/data/atlas
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 9
+- '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87/outputs/11
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandOutput
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': runs/Dashboard.run.ipynb
+  http://schema.org/name:
+  - '@value': output-11
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Output "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#createFolder:
+  - '@value': true
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 11
+  https://swissdatasciencecenter.github.io/renku-ontology#produces:
+  - '@id': https://renkulab.io/blob/6e1d9b3b666bf73d18318af921541e0852fb767d/runs/Dashboard.run.ipynb
+- '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d
+  '@type':
+  - http://www.w3.org/ns/prov#Entity
+  - http://www.w3.org/ns/prov#Plan
+  - https://swissdatasciencecenter.github.io/renku-ontology#Run
+  http://schema.org/isPartOf:
+  - '@id': https://renkulab.io/projects/covid-19/covid-19-public-data
+  http://schema.org/keywords: []
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': .renku/workflow/e0c6511bd8234efe8a19405f1145e990_papermill.cwl@ece1b7882b5c9a0643a93196fd398d6496b06f74
+  http://www.w3.org/ns/prov#atLocation:
+  - '@value': .renku/workflow/e0c6511bd8234efe8a19405f1145e990_papermill.cwl
+  https://swissdatasciencecenter.github.io/renku-ontology#command:
+  - '@value': papermill
+  https://swissdatasciencecenter.github.io/renku-ontology#hasArguments:
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/11
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/3
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/5
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/7
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/9
+  https://swissdatasciencecenter.github.io/renku-ontology#hasInputs:
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/inputs/1
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/inputs/10
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/inputs/12
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/inputs/4
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/inputs/6
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/inputs/8
+  https://swissdatasciencecenter.github.io/renku-ontology#hasOutputs:
+  - '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/outputs/2
+  https://swissdatasciencecenter.github.io/renku-ontology#hasRunParameters: []
+  https://swissdatasciencecenter.github.io/renku-ontology#hasSubprocess: []
+  https://swissdatasciencecenter.github.io/renku-ontology#successCodes: []
+- '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/11
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': ecdc_path
+  http://schema.org/name:
+  - '@value': p-11
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 11
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '-p '
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': ecdc_path
+- '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/3
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': atlas_path
+  http://schema.org/name:
+  - '@value': p-3
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 3
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '-p '
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': atlas_path
+- '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/5
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': us_path
+  http://schema.org/name:
+  - '@value': p-5
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 5
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '-p '
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': us_path
+- '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/7
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': italy_path
+  http://schema.org/name:
+  - '@value': p-7
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 7
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '-p '
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': italy_path
+- '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/arguments/9
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandArgument
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': spain_path
+  http://schema.org/name:
+  - '@value': p-9
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Argument "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 9
+  https://swissdatasciencecenter.github.io/renku-ontology#prefix:
+  - '@value': '-p '
+  https://swissdatasciencecenter.github.io/renku-ontology#value:
+  - '@value': spain_path
+- '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/inputs/1
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandInput
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': notebooks/datasets_summary.ipynb
+  http://schema.org/name:
+  - '@value': input-1
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Input "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#consumes:
+  - '@id': https://renkulab.io/blob/7d16d46d38c5e367f7c8dffd268690d05729d3ad/notebooks/datasets_summary.ipynb
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 1
+- '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/inputs/10
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandInput
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': data/covid-19-spain
+  http://schema.org/name:
+  - '@value': input-10
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Input "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#consumes:
+  - '@id': https://renkulab.io/blob/5aac9a8fa7c1d4c1c73462d9f6e687d4b364ad7b/data/covid-19-spain
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 10
+- '@id': https://renkulab.io/runs/808f9d4dd92bb09ee4af6ae0c935a7d6e22ad00d/inputs/12
+  '@type':
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandInput
+  - https://swissdatasciencecenter.github.io/renku-ontology#CommandParameter
+  http://schema.org/defaultValue:
+  - '@value': data/covid-19-ecdc
+  http://schema.org/name:
+  - '@value': input-12
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Command Input "None"
+  https://swissdatasciencecenter.github.io/renku-ontology#consumes:
+  - '@id': https://renkulab.io/blob/102885d66f2750baacce5623bc656e702a5a334e/data/covid-19-ecdc
+  https://swissdatasciencecenter.github.io/renku-ontology#position:
+  - '@value': 12
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+  - '@value': 3
+  https://swissdatasciencecenter.github.io/renku-ontology#process:
+  - '@id': https://renkulab.io/runs/3cdd4da864bd00ec5fd9c35b5bd30ada0d228d87
+- '@id': mailto:beepbop@example.com
+  '@type':
+  - http://schema.org/Person
+  - http://www.w3.org/ns/prov#Person
+  http://schema.org/email:
+  - '@value': beepbop@example.com
+  http://schema.org/name:
+  - '@value': CR (covid cron)
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': CR (covid cron)
+- '@id': mailto:cramakri@ethz.ch
+  '@type':
+  - http://schema.org/Person
+  - http://www.w3.org/ns/prov#Person
+  http://schema.org/email:
+  - '@value': cramakri@ethz.ch
+  http://schema.org/name:
+  - '@value': Chandrasekhar Ramakrishnan
+  http://www.w3.org/2000/01/rdf-schema#label:
+  - '@value': Chandrasekhar Ramakrishnan
diff --git a/.renku/workflow/3ea6e0eac80145d493c20e1210f5461d.cwl b/.renku/workflow/3ea6e0eac80145d493c20e1210f5461d.cwl
deleted file mode 100644
index 1ec78d5a64740308f4f9bfcf05780a1c99f96681..0000000000000000000000000000000000000000
--- a/.renku/workflow/3ea6e0eac80145d493c20e1210f5461d.cwl
+++ /dev/null
@@ -1,211 +0,0 @@
-class: Workflow
-cwlVersion: v1.0
-hints: []
-inputs:
-  input_1:
-    default:
-      class: File
-      path: ../../notebooks/covidtracking.ipynb
-    streamable: false
-    type: File
-  input_10:
-    default:
-      class: Directory
-      listing: []
-      path: ../../data/covid-19-ecdc
-    streamable: false
-    type: Directory
-  input_11:
-    default: runs/dataset_summary.run.ipynb
-    streamable: false
-    type: string
-  input_12:
-    default: atlas_path
-    streamable: false
-    type: string
-  input_13:
-    default:
-      class: Directory
-      listing: []
-      path: ../../data/atlas
-    streamable: false
-    type: Directory
-  input_14:
-    default: us_path
-    streamable: false
-    type: string
-  input_15:
-    default:
-      class: Directory
-      listing: []
-      path: ../../data/covid-19-us-nyt
-    streamable: false
-    type: Directory
-  input_16:
-    default: italy_path
-    streamable: false
-    type: string
-  input_17:
-    default:
-      class: File
-      path: ../../data/covid-19-italy/dpc-covid19-ita-regioni.csv
-    streamable: false
-    type: File
-  input_18:
-    default: spain_path
-    streamable: false
-    type: string
-  input_19:
-    default:
-      class: File
-      path: ../../notebooks/Dashboard.ipynb
-    streamable: false
-    type: File
-  input_2:
-    default: runs/covidtracking.run.ipynb
-    streamable: false
-    type: string
-  input_20:
-    default: runs/Dashboard.run.ipynb
-    streamable: false
-    type: string
-  input_21:
-    default: ts_folder
-    streamable: false
-    type: string
-  input_22:
-    default:
-      class: Directory
-      listing: []
-      path: ../../data/covid-19_jhu-csse
-    streamable: false
-    type: Directory
-  input_23:
-    default: rates_folder
-    streamable: false
-    type: string
-  input_24:
-    default:
-      class: Directory
-      listing: []
-      path: ../../data/covid-19_rates
-    streamable: false
-    type: Directory
-  input_25:
-    default: geodata_path
-    streamable: false
-    type: string
-  input_26:
-    default:
-      class: File
-      path: ../../data/geodata/geo_data.csv
-    streamable: false
-    type: File
-  input_27:
-    default: atlas_path
-    streamable: false
-    type: string
-  input_28:
-    default:
-      class: Directory
-      listing: []
-      path: ../../data/atlas
-    streamable: false
-    type: Directory
-  input_3:
-    default: data_path
-    streamable: false
-    type: string
-  input_4:
-    default:
-      class: Directory
-      listing: []
-      path: ../../data/covidtracking
-    streamable: false
-    type: Directory
-  input_5:
-    default: atlas_path
-    streamable: false
-    type: string
-  input_6:
-    default:
-      class: Directory
-      listing: []
-      path: ../../data/atlas
-    streamable: false
-    type: Directory
-  input_7:
-    default:
-      class: File
-      path: ../../notebooks/datasets_summary.ipynb
-    streamable: false
-    type: File
-  input_8:
-    default:
-      class: Directory
-      listing: []
-      path: ../../data/covid-19-spain
-    streamable: false
-    type: Directory
-  input_9:
-    default: ecdc_path
-    streamable: false
-    type: string
-outputs:
-  output_0:
-    outputSource: step_1/output_0
-    streamable: false
-    type: File
-  output_1:
-    outputSource: step_3/output_0
-    streamable: false
-    type: File
-  output_2:
-    outputSource: step_2/output_0
-    streamable: false
-    type: File
-requirements: []
-steps:
-  step_1:
-    in:
-      input_1: input_1
-      input_2: input_2
-      input_3: input_3
-      input_4: input_4
-      input_5: input_5
-      input_6: input_6
-    out:
-    - output_0
-    run: 2fba4568d8784fb99872b6c8a35f66b9_papermill.cwl
-  step_2:
-    in:
-      input_1: input_7
-      input_10: input_8
-      input_11: input_9
-      input_12: input_10
-      input_2: input_11
-      input_3: input_12
-      input_4: input_13
-      input_5: input_14
-      input_6: input_15
-      input_7: input_16
-      input_8: input_17
-      input_9: input_18
-    out:
-    - output_0
-    run: e0c6511bd8234efe8a19405f1145e990_papermill.cwl
-  step_3:
-    in:
-      input_10: input_19
-      input_11: input_20
-      input_2: input_21
-      input_3: input_22
-      input_4: input_23
-      input_5: input_24
-      input_6: input_25
-      input_7: input_26
-      input_8: input_27
-      input_9: input_28
-    out:
-    - output_0
-    run: edeae7a3f9bd41579941a5f9b0eaf2aa_papermill.cwl