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SafeGraph Spend | Consumer Data| McDonalds and Chipotle | September 2021 | PA, USA

A dataset by SafeGraph
~ 528
2.2 MB
per record
Jan 2022
last updated


Aggregated transaction patterns of all the McDonalds and Chipotle restaurants in Pennsylvania. This dataset is one month of credit and debit card patterns of consumer behavior for these locations. For transaction data for more locations, regions, or timeframes, please contact SafeGraph.

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# placekey parent_placekey location_name safegraph_brand_ids brands top_category sub_category naics_code latitude longitude street_address city region postal_code iso_country_code phone_number open_hours category_tags opened_on closed_on tracking_closed_since geometry_type date_range_start date_range_end day_counts raw_total_spend raw_num_transactions raw_num_customers median_spend_per_transaction median_spend_per_customer spend_per_transaction_percentiles spend_by_day spend_per_transaction_by_day spend_by_day_of_week spend_pct_change_vs_prev_month spend_pct_change_vs_prev_year online_transactions online_spend transaction_intermediary spend_by_transaction_intermediary bucketed_customer_frequency mean_spend_per_customer_by_frequency bucketed_customer_incomes mean_spend_per_customer_by_income customer_home_city
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