e-deposit model WIP
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2 changed files with 178 additions and 70 deletions
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@ -1,52 +1,42 @@
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with
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stg_edeposit__verifications as (
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select * from {{ ref("stg_edeposit__verifications") }}
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),
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edeposit_records as (
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select
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is_cancelled,
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channel,
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cast(checkin_at_utc as date) as checkin_date_utc,
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cast(checkout_at_utc as date) as checkout_date_utc,
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creation_at_utc,
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verification_status,
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id_user,
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case
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when verification_status = 'Approved' or verification_status = 'Flagged'
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then
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cast(nightly_fee_local as float)
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* (cast(checkout_at_utc as date) - cast(checkin_at_utc as date))
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else 0
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end as ok_status_fee,
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case
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when verification_status = 'Rejected' then 0.25 else 0
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end as rejected_fee,
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to_char(creation_at_utc, 'YYYY-MM') as year_month_created,
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to_char(checkout_at_utc, 'YYYY-MM') as year_month_checkout
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from {{ ref("stg_edeposit__verifications") }} -- Use ref() to reference other dbt models
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where version = 'V2'
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)
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select
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year_month_created,
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year_month_checkout,
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id as id_verification,
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id_booking,
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id_user,
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count(*) as bookings_per_month,
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sum(cast(is_cancelled as integer)) as cancelled_per_month,
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sum(cast(is_cancelled as integer))::decimal / count(*) as cancelled_ratio,
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case
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when sum(cast(is_cancelled as integer))::decimal / count(*) >= 0.05
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then sum(cast(is_cancelled as integer)) * 0.25
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else 0
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end as sum_cancelled_fee,
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sum(ok_status_fee) as ok_status_fee_sum,
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sum(rejected_fee) as rejected_fee_sum,
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case
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when sum(cast(is_cancelled as integer))::decimal / count(*) >= 0.05
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then sum(cast(is_cancelled as integer)) * 0.25
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else 0
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end
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+ sum(ok_status_fee)
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+ sum(rejected_fee) as total_revenue
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from edeposit_records
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group by year_month_created, year_month_checkout, id_user
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order by year_month_created
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id_listing,
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version, -- V1 for guesty and V2 for e-deposit verifications
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verification_status,
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verification_status_reason,
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nightly_fee_local,
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cast(checkout_at_utc as date) - cast(checkin_at_utc as date) as number_nights,
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email_flag,
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phone_flag,
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watch_list,
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channel,
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checkin_at_utc,
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checkout_at_utc,
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is_cancelled,
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cancelled_at_utc,
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user_email,
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guest_email,
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guest_last_name,
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guest_first_name,
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guest_telephone,
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company_name,
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property_manager_name,
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property_manager_email,
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listing_name,
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listing_town,
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listing_country,
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listing_postcode,
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pets_allowed,
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level_of_protection_amount,
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level_of_protection_currency,
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status_updated_at_utc,
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updated_at_utc,
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creation_at_utc,
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created_at_utc
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from stg_edeposit__verifications
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@ -2781,44 +2781,162 @@ models:
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- year_month_created
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- year_month_checkout
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- id_user
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- name: int__verifications
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description: ""
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columns:
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- name: year_month_created
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- name: id_verification
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data_type: text
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description: "first day of month of created date"
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description: "unique Superhog generated id for this verification"
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tests:
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- unique
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- not_null
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- name: year_month_checkout
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- name: id_booking
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data_type: text
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description: "first day of month of check-out date"
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description: "unique Superhog generated id for a booking"
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- name: id_user
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data_type: text
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description: "unique id value for user"
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description: "unique Superhog generated id for a guest"
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- name: bookings_per_month
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data_type: bigint
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description: "total number of bookings"
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- name: id_listing
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data_type: text
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description: "unique Superhog generated id for a listing"
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- name: cancelled_per_month
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data_type: bigint
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description: "number of cancelled bookings"
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- name: version
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data_type: text
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description:
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"V1 for guesty verifications
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V2 fo e-deposit verifications"
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tests:
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- accepted_values:
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values:
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- V1
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- V2
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- name: cancelled_ratio
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data_type: numeric
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description: "ratio of cancelled bookings over total bookings"
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- name: verification_status
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data_type: text
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description: "status of the verification"
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- name: sum_cancelled_fee
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data_type: numeric
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description: "sum of fees charged for cancelled bookings"
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- name: verification_status_reason
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data_type: text
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description: ""
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- name: ok_status_fee_sum
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data_type: double precision
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description: |
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"sum of fees charged for bookings with status 'Approved' or 'Flagged'"
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- name: nightly_fee_local
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data_type: text
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description: "fee charged per night"
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- name: rejected_fee_sum
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data_type: numeric
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description: "sum of fees charged for rejected bookings"
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- name: number_nights
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data_type: integer
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description: "number of nights for the booking"
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- name: total_revenue
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data_type: double precision
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description: "total sum of fees charged"
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- name: email_flag
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data_type: text
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description: ""
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- name: phone_flag
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data_type: text
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description: ""
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- name: watch_list
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data_type: text
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description: ""
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- name: channel
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data_type: text
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description: ""
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- name: checkin_at_utc
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data_type: timestamp without time zone
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description: ""
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- name: checkout_at_utc
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data_type: timestamp without time zone
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description: ""
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- name: is_cancelled
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data_type: boolean
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description: ""
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- name: cancelled_at_utc
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data_type: timestamp without time zone
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description: ""
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- name: user_email
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data_type: text
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description: ""
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- name: guest_email
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data_type: text
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description: ""
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- name: guest_last_name
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data_type: text
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description: ""
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- name: guest_first_name
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data_type: text
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description: ""
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- name: guest_telephone
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data_type: text
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description: ""
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- name: company_name
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data_type: text
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description: ""
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- name: property_manager_name
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data_type: text
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description: ""
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- name: property_manager_email
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data_type: text
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description: ""
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- name: listing_name
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data_type: text
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description: ""
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- name: listing_town
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data_type: text
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description: ""
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- name: listing_country
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data_type: text
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description: ""
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- name: listing_postcode
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data_type: text
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description: ""
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- name: pets_allowed
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data_type: boolean
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description: ""
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- name: level_of_protection_amount
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data_type: integer
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description: ""
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- name: level_of_protection_currency
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data_type: text
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description: ""
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- name: status_updated_at_utc
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data_type: timestamp without time zone
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description: ""
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- name: updated_at_utc
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data_type: timestamp without time zone
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description: ""
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- name: creation_at_utc
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data_type: timestamp without time zone
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description: ""
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- name: created_at_utc
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data_type: timestamp without time zone
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description: ""
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