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Add nation and HHS to Safegraph patterns #615

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Merged
merged 5 commits into from
Dec 10, 2020
Merged

Add nation and HHS to Safegraph patterns #615

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cfc524a
add hhs and nation
chinandrew Dec 9, 2020
908477e
Merge branch 'add-hhs-to-utils' into safegraph-pattens-hhrnation
chinandrew Dec 9, 2020
5f39b8a
remove assert
chinandrew Dec 9, 2020
6b124ba
Merge branch 'add-hhs-to-utils' into safegraph-pattens-hhrnation
chinandrew Dec 9, 2020
f404bd2
Merge branch 'main' into safegraph-pattens-hhrnation
chinandrew Dec 9, 2020
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4 changes: 3 additions & 1 deletion safegraph_patterns/DETAILS.md
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Expand Up @@ -2,7 +2,7 @@

We import Zip Code-level raw mobility indicators from SafeGraph **Weekly
Patterns** dataset, calculate functions of the raw data, and then aggregate
he data to the county, hrr, msa and state levels.
he data to the county, hrr, msa, hhs, nation, and state levels.

## Brand Information
SafeGraph provides daily number of visits to points of interest (POIs) in Weekly
Expand All @@ -22,6 +22,8 @@ new necessary `brand_info.csv` in `./statics` with suffix YYYYMM(release version
* `msa`: reported using CBSA (consistent with all other COVIDcast sensors)
* `hrr`: reported using HRR number (consistent with all other COVIDcast sensors)
* `state`: reported using two-letter postal code
* `hhs`: reported using HHS region number
* `nation`: reported using two-letter country abbreviation. Just `us` for now.

## Metrics, Level 1 (`m1`)
* `bars_visit`: The number of visits to bars(places with NAICS code = 722410)
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2 changes: 1 addition & 1 deletion safegraph_patterns/README.md
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Expand Up @@ -2,7 +2,7 @@

We import raw mobility data from Safegraph Weekly Patterns, calculate some
statistics upon it, and aggregate the data from the Zip Code level to County,
HRR, MSA and State levels. For detailed information see the files `DETAILS.md`
HRR, MSA, HHS, Nation, and State levels. For detailed information see the files `DETAILS.md`
contained in this directory.

## Running the Indicator
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10 changes: 5 additions & 5 deletions safegraph_patterns/delphi_safegraph_patterns/process.py
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Expand Up @@ -14,7 +14,9 @@
"county": "fips",
"msa": "msa",
"hrr": "hrr",
"state": "state_id"
"state": "state_id",
"hhs": "hhs",
"nation": "nation"
}

def construct_signals(df, metric_names, naics_codes, brand_df):
Expand Down Expand Up @@ -97,7 +99,7 @@ def aggregate(df, metric, geo_res):
metric: str
Name of metric to be exported.
geo_resolution: str
One of ('county', 'hrr, 'msa', 'state')
One of ('county', 'hrr, 'msa', 'state', 'hhs', 'nation')

Returns
-------
Expand All @@ -112,9 +114,7 @@ def aggregate(df, metric, geo_res):
gmpr = GeoMapper()
geo_key = GEO_KEY_DICT[geo_res]
df = gmpr.add_population_column(df, "zip")
df = gmpr.replace_geocode(df, "zip", geo_key,
date_col="timestamp",
data_cols=[metric_count_name, "population"])
df = gmpr.replace_geocode(df, "zip", geo_key, date_col="timestamp", data_cols=[metric_count_name, "population"])

df[metric_prop_name] = df[metric_count_name] / df["population"] \
* INCIDENCE_BASE
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2 changes: 2 additions & 0 deletions safegraph_patterns/delphi_safegraph_patterns/run.py
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Expand Up @@ -35,6 +35,8 @@
"hrr",
"msa",
"state",
"hhs",
"nation"
]


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