Monthly Patterns corresponds to the SafeGraph Patterns dataset. It represents the place traffic and demographic aggregations that answer questions like "how often people visit", "how long they stay", "where they came from", "where else they go", and more. Available for ~4.4MM POI.
The API currently returns the most recent month of patterns data for the POI in your query.
query {
lookup(placekey: "[email protected]") {
safegraph_monthly_patterns {
placekey
parent_placekey
location_name
street_address
city
region
postal_code
iso_country_code
brands {
brand_id
brand_name
}
date_range_start
date_range_end
raw_visit_counts
raw_visitor_counts
visits_by_day
poi_cbg
popularity_by_hour
visitor_home_cbgs
visitor_home_aggregation
visitor_daytime_cbgs
visitor_country_of_origin
distance_from_home
bucketed_dwell_times
median_dwell
related_same_day_brand
related_same_month_brand
popularity_by_day
device_type
}
}
}
{
"data": {
"lookup": {
"safegraph_monthly_patterns": {
"placekey": "[email protected]",
"parent_placekey": null,
"location_name": "McDonald's",
"street_address": "1100 Fillmore St",
"city": "San Francisco",
"region": "CA",
"postal_code": "94115",
"iso_country_code": "US",
"brands": [
{
"brand_id": "SG_BRAND_5179b21fc1d50950b99b4eecaa48c614",
"brand_name": "mcdonalds restaurants"
}
],
"date_range_start": "2021-10-01T00:00:00-07:00",
"date_range_end": "2021-11-01T00:00:00-07:00",
"raw_visit_counts": 626,
"raw_visitor_counts": 403,
"visits_by_day": [
21,
37,
19,
16,
11,
15,
15,
16,
26,
18,
14,
14,
11,
16,
26,
18,
19,
23,
25,
13,
21,
29,
31,
19,
14,
21,
15,
19,
26,
28,
30
],
"poi_cbg": "060750161003",
"popularity_by_hour": [
54,
48,
31,
29,
19,
17,
13,
24,
50,
49,
61,
43,
48,
48,
33,
31,
34,
48,
53,
37,
39,
43,
42,
51
],
"visitor_home_cbgs": {
"060750161004": 13,
"060750157004": 8,
"060759806001": 7,
"370210032023": 6,
"060750178021": 6,
"060750161002": 5,
"060372966003": 5,
"060990009101": 5,
"060750427001": 5,
"530330303083": 4,
"060750326021": 4,
"060816026003": 4,
"060133310002": 4,
"060750126011": 4,
"061150408001": 4,
"060750230031": 4,
"060133451121": 4,
"060750353006": 4,
"060750134002": 4,
"060190050002": 4,
"060014094003": 4,
"210930004003": 4,
"060750426023": 4,
"060816085014": 4,
"060133591051": 4,
"060750163003": 4,
"270531099002": 4,
"060750231021": 4,
"060750601001": 4,
"060530004001": 4,
"060750302022": 4,
"060750206001": 4,
"060133760004": 4,
"060816060001": 4,
"060014416013": 4,
"060750615001": 4,
"060730150003": 4,
"060750478021": 4,
"060014062023": 4,
"060014054013": 4,
"060290031232": 4,
"060750228011": 4,
"060670074281": 4,
"061130105081": 4,
"530630131002": 4,
"060750301013": 4,
"060855044102": 4,
"060014088001": 4,
"060816024002": 4,
"060750121001": 4,
"060371043203": 4,
"060855031183": 4,
"120950171032": 4,
"060750451001": 4,
"060750179021": 4,
"060750158013": 4,
"060952506013": 4,
"060133072051": 4,
"060750157003": 4,
"060750234002": 4,
"060378004101": 4,
"060750176012": 4,
"060133362011": 4,
"060816011004": 4,
"060710100222": 4,
"060750158011": 4,
"060750301011": 4,
"060014061002": 4,
"060816010003": 4,
"060750159001": 4,
"060750161003": 4,
"060750226001": 4,
"060750161001": 4,
"060750158012": 4,
"060750452002": 4,
"060014066011": 4
},
"visitor_home_aggregation": {
"06075016100": 20,
"06075015801": 10,
"06075015700": 9,
"06081602600": 7,
"06075017601": 7,
"06013340002": 6,
"06075023400": 6,
"06073018610": 5,
"06099002702": 5,
"06075045100": 5,
"06075035201": 5,
"04013113700": 4,
"06081606000": 4,
"06001406601": 4,
"04013422606": 4,
"21093000400": 4,
"06085500600": 4,
"06067008144": 4,
"06075010800": 4,
"06001432400": 4,
"06075033204": 4,
"06001405100": 4,
"06075061400": 4,
"06075012601": 4,
"06001436300": 4,
"06001408800": 4,
"06075030101": 4,
"06013376000": 4,
"06075023003": 4,
"06095250601": 4,
"06081608501": 4,
"06075042700": 4,
"06071010022": 4,
"06001401100": 4,
"06075016300": 4,
"06115040800": 4,
"06075016000": 4,
"06019005000": 4,
"06001451404": 4,
"06013382000": 4,
"06075017902": 4,
"06075015900": 4,
"06001402700": 4,
"06075010900": 4,
"49035113701": 4,
"06053000400": 4,
"06013371000": 4,
"06075032601": 4,
"06075015300": 4,
"53033030308": 4,
"06075045200": 4,
"06001422800": 4,
"15007040205": 4,
"06067007428": 4,
"06075030301": 4,
"06099000404": 4,
"06075017700": 4,
"06073015704": 4,
"06067007007": 4,
"06085503337": 4,
"06001409400": 4,
"06081605300": 4,
"06075016900": 4,
"06075033201": 4,
"06085501600": 4,
"06075012502": 4,
"06075013400": 4,
"06075015400": 4,
"06037296600": 4,
"06001403502": 4,
"06075012302": 4,
"06075040200": 4,
"06037571102": 4,
"06013314103": 4,
"06075020600": 4,
"06081600500": 4,
"06075040100": 4,
"06075060400": 4,
"06095250105": 4
},
"visitor_daytime_cbgs": {
"060750161004": 10,
"060816038022": 9,
"060750158013": 7,
"060855005002": 6,
"060750157003": 6,
"060750161003": 6,
"060411290002": 6,
"060750427001": 6,
"060750105001": 6,
"482015205003": 5,
"060816083001": 5,
"060750451001": 5,
"060750332011": 5,
"060750157004": 5,
"060750158012": 5,
"060855050062": 4,
"060014051003": 4,
"060750206001": 4,
"060670074242": 4,
"060750178022": 4,
"060750121001": 4,
"060670084031": 4,
"060750159002": 4,
"060855052031": 4,
"060750134003": 4,
"060750302022": 4,
"060816009001": 4,
"060750161001": 4,
"060133080013": 4,
"060133640023": 4,
"060990008033": 4,
"060750122021": 4,
"060014321002": 4,
"060750601001": 4,
"060750604001": 4,
"060816053004": 4,
"060750157001": 4,
"060014035021": 4,
"060816026003": 4,
"060750201001": 4,
"060133451121": 4,
"060855085042": 4,
"060750230031": 4,
"060750124022": 4,
"060014225003": 4,
"060816042003": 4,
"060133592043": 4,
"060750452002": 4,
"040134226063": 4,
"060290031231": 4,
"060750353006": 4,
"060450116002": 4,
"060372966003": 4,
"060750202003": 4,
"060290038042": 4,
"060019832001": 4,
"060750105002": 4,
"060750153002": 4,
"060014363002": 4,
"060014088003": 4,
"060816022002": 4,
"060750133003": 4,
"530330303083": 4,
"060750176012": 4,
"060133591051": 4,
"060014093003": 4,
"060750478011": 4,
"060750166001": 4,
"060750121002": 4,
"060750234002": 4,
"060014062023": 4,
"060750162002": 4,
"060750110002": 4,
"210930004003": 4,
"060816044002": 4,
"060750176015": 4,
"060750101002": 4,
"060750479012": 4,
"060670081442": 4,
"550630101023": 4,
"060750125021": 4
},
"visitor_country_of_origin": {
"US": 380
},
"distance_from_home": 8487,
"bucketed_dwell_times": {
"<5": 26,
"5-10": 406,
"11-20": 79,
"21-60": 77,
"61-120": 15,
"121-240": 9,
">240": 14
},
"median_dwell": 9,
"related_same_day_brand": {
"ARCO": 6,
"Shell Oil": 5,
"Chevron": 5,
"Starbucks": 5,
"Target": 4,
"Safeway": 4,
"ampm": 3,
"Popeyes Louisiana Kitchen": 3,
"Safeway Pharmacy": 3,
"Costco": 2,
"Chevron Extra Mile": 2,
"7-Eleven": 2,
"Walgreens": 2,
"Peet's Coffee and Tea": 1,
"Travelodge": 1,
"Walgreens Pharmacy": 1,
"Jack in the Box": 1,
"Subway": 1,
"Ross Stores": 1,
"KFC": 1
},
"related_same_month_brand": {
"Starbucks": 48,
"Chevron": 42,
"Shell Oil": 42,
"Target": 38,
"ARCO": 36,
"Costco": 35,
"Safeway": 30,
"Jack in the Box": 29,
"Walmart": 25,
"In-N-Out Burger": 23,
"7-Eleven": 22,
"Ross Stores": 22,
"Burger King": 22,
"Safeway Pharmacy": 22,
"Subway": 21,
"Popeyes Louisiana Kitchen": 21,
"Taco Bell": 20,
"Chevron Extra Mile": 20,
"Walgreens Pharmacy": 19,
"Walgreens": 19
},
"popularity_by_day": {
"Monday": 67,
"Tuesday": 71,
"Wednesday": 54,
"Thursday": 71,
"Friday": 118,
"Saturday": 140,
"Sunday": 105
},
"device_type": {
"android": 153,
"ios": 249
}
}
}
},
"extensions": {
"row_count": 1,
"version_date": "1635494405__2021_10"
}
}