"description":"Age of the user at the contract date, based on birthdate and contract date",
"required":[]
},
"persona_entity_confidence_score":{
"type":[
"number",
"null"
],
"description":"Based on confidence reasons assign a score between 0 and 100",
"required":[]
},
"persona_selfie_similarity_score_right":{
"type":[
"number",
"null"
],
"description":"Similarity score from the right side selfie",
"required":[]
},
"persona_selfie_similarity_score_left":{
"type":[
"number",
"null"
],
"description":"Similarity score from the left side selfie",
"required":[]
},
"persona_hesitation_percentage":{
"type":[
"number",
"null"
],
"description":"Percentage of time in the flow where the customer did not enter inputs",
"required":[]
},
"persona_hesitation_count":{
"type":[
"number",
"null"
],
"description":"Persona hesitation count",
"required":[]
},
"device_id_age_max":{
"type":[
"integer",
"null"
],
"description":"This calculates the maximum device age for a user and loan, similar to min and avg logic but for the max value.",
"required":[]
},
"selfie_consistency_score_avg":{
"type":[
"number",
"null"
],
"description":"Average selfie consistency score for the user's persona activity",
"required":[]
},
"device_consistency":{
"type":[
"integer",
"null"
],
"description":"Number of distinct devices associated with a user and loan",
"required":[]
},
"selfie_consistency_score":{
"type":[
"number",
"null"
],
"description":"Average similarity score between left and right selfie",
"required":[]
},
"global_fs_ls":{
"type":[
"integer",
"null"
],
"description":"Days between the first and last global appearance of the device",
"required":[]
},
"inquiry_frequency":{
"type":[
"integer",
"null"
],
"description":"Number of inquiries made by the user regarding the loan",
"required":[]
},
"confidence_score_min":{
"type":[
"number",
"null"
],
"description":"The minimum recorded confidence score for the user and loan during the timeframe.",
"required":[]
},
"contract_date_fs_sub":{
"type":[
"integer",
"null"
],
"description":"Days between the first subscription appearance and contract date",
"required":[]
},
"browser_os":{
"type":[
"string",
"null"
],
"description":"Browser OS",
"required":[]
},
"user_city_ip_match":{
"type":[
"integer",
"null"
],
"description":"Checks if the user's city matches the IP city",
"required":[]
},
"device_id_age_avg":{
"type":[
"number",
"null"
],
"description":"This calculates the rolling average of device_id_age for a user and loan. If no previous rows, the current value is returned.",
"required":[]
},
"persona_distraction_events":{
"type":[
"number",
"null"
],
"description":"Persona distraction events",
"required":[]
},
"sub_fs_ls":{
"type":[
"integer",
"null"
],
"description":"Days between the first and last subscription activity",
"required":[]
},
"device_id_age_min":{
"type":[
"integer",
"null"
],
"description":"This calculates the minimum device age for a user and loan, falling back to the current device age if no prior values exist.",
"required":[]
},
"confidence_score_max":{
"type":[
"number",
"null"
],
"description":"The maximum confidence score recorded for the user and loan combination.",
"required":[]
},
"persona_phone_risk_score":{
"type":[
"number",
"null"
],
"description":"Risk associated with the phone number. The risk score ranges from 0 to 100. The higher the risk score, the higher the risk level.",
"required":[]
},
"ip_address_risk_level":{
"type":[
"string",
"null"
],
"description":"Checks if the IP country code matches the persona country code",
"required":[]
},
"login_frequency":{
"type":[
"number",
"null"
],
"description":"This counts the number of times the user logs in based on the inquiry_updated_at timestamp, providing insights into the user's login behavior throughout the loan process.",
"required":[]
},
"suspect_score":{
"type":[
"integer",
"null"
],
"description":"Suspect score",
"required":[]
},
"confidence_score":{
"type":[
"number",
"null"
],
"description":"Confidence score",
"required":[]
},
"name_consistency":{
"type":[
"integer",
"null"
],
"description":"Checks if the first name in the persona matches the user-provided first name",
"required":[]
},
"ip_location_consistency":{
"type":[
"integer",
"null"
],
"description":"Number of distinct IP locations for a user and loan",
"description":"Percentage of time in the flow where the customer did not enter inputs",
"source":"$root.persona_hesitation_percentage"
},
"persona_hesitation_count":{
"type":[
"number",
"null"
],
"description":"Persona hesitation count",
"source":"$root.persona_hesitation_count"
},
"device_id_age_max":{
"type":[
"integer",
"null"
],
"description":"This calculates the maximum device age for a user and loan, similar to min and avg logic but for the max value.",
"source":"$root.device_id_age_max"
},
"selfie_consistency_score_avg":{
"type":[
"number",
"null"
],
"description":"Average selfie consistency score for the user's persona activity",
"source":"$root.selfie_consistency_score_avg"
},
"device_consistency":{
"type":[
"integer",
"null"
],
"description":"Number of distinct devices associated with a user and loan",
"source":"$root.device_consistency"
},
"selfie_consistency_score":{
"type":[
"number",
"null"
],
"description":"Average similarity score between left and right selfie",
"source":"$root.selfie_consistency_score"
},
"global_fs_ls":{
"type":[
"integer",
"null"
],
"description":"Days between the first and last global appearance of the device",
"source":"$root.global_fs_ls"
},
"inquiry_frequency":{
"type":[
"integer",
"null"
],
"description":"Number of inquiries made by the user regarding the loan",
"source":"$root.inquiry_frequency"
},
"confidence_score_min":{
"type":[
"number",
"null"
],
"description":"The minimum recorded confidence score for the user and loan during the timeframe.",
"source":"$root.confidence_score_min"
},
"contract_date_fs_sub":{
"type":[
"integer",
"null"
],
"description":"Days between the first subscription appearance and contract date",
"source":"$root.contract_date_fs_sub"
},
"browser_os":{
"type":[
"string",
"null"
],
"description":"Browser OS",
"source":"$root.browser_os"
},
"user_city_ip_match":{
"type":[
"integer",
"null"
],
"description":"Checks if the user's city matches the IP city",
"source":"$root.user_city_ip_match"
},
"device_id_age_avg":{
"type":[
"number",
"null"
],
"description":"This calculates the rolling average of device_id_age for a user and loan. If no previous rows, the current value is returned.",
"source":"$root.device_id_age_avg"
},
"persona_distraction_events":{
"type":[
"number",
"null"
],
"description":"Persona distraction events",
"source":"$root.persona_distraction_events"
},
"sub_fs_ls":{
"type":[
"integer",
"null"
],
"description":"Days between the first and last subscription activity",
"source":"$root.sub_fs_ls"
},
"device_id_age_min":{
"type":[
"integer",
"null"
],
"description":"This calculates the minimum device age for a user and loan, falling back to the current device age if no prior values exist.",
"source":"$root.device_id_age_min"
},
"confidence_score_max":{
"type":[
"number",
"null"
],
"description":"The maximum confidence score recorded for the user and loan combination.",
"source":"$root.confidence_score_max"
},
"persona_phone_risk_score":{
"type":[
"number",
"null"
],
"description":"Risk associated with the phone number. The risk score ranges from 0 to 100. The higher the risk score, the higher the risk level.",
"source":"$root.persona_phone_risk_score"
},
"ip_address_risk_level":{
"type":[
"string",
"null"
],
"description":"Checks if the IP country code matches the persona country code",
"source":"$root.ip_address_risk_level"
},
"login_frequency":{
"type":[
"number",
"null"
],
"description":"This counts the number of times the user logs in based on the inquiry_updated_at timestamp, providing insights into the user's login behavior throughout the loan process.",
"source":"$root.login_frequency"
},
"suspect_score":{
"type":[
"integer",
"null"
],
"description":"Suspect score",
"source":"$root.suspect_score"
},
"confidence_score":{
"type":[
"number",
"null"
],
"description":"Confidence score",
"source":"$root.confidence_score"
},
"name_consistency":{
"type":[
"integer",
"null"
],
"description":"Checks if the first name in the persona matches the user-provided first name",
"source":"$root.name_consistency"
},
"ip_location_consistency":{
"type":[
"integer",
"null"
],
"description":"Number of distinct IP locations for a user and loan",
"description":"Age of the user at the contract date, based on birthdate and contract date"
},
"persona_entity_confidence_score":{
"type":[
"number",
"null"
],
"description":"Based on confidence reasons assign a score between 0 and 100"
},
"persona_selfie_similarity_score_right":{
"type":[
"number",
"null"
],
"description":"Similarity score from the right side selfie"
},
"persona_selfie_similarity_score_left":{
"type":[
"number",
"null"
],
"description":"Similarity score from the left side selfie"
},
"persona_hesitation_percentage":{
"type":[
"number",
"null"
],
"description":"Percentage of time in the flow where the customer did not enter inputs"
},
"persona_hesitation_count":{
"type":[
"number",
"null"
],
"description":"Persona hesitation count"
},
"device_id_age_max":{
"type":[
"integer",
"null"
],
"description":"This calculates the maximum device age for a user and loan, similar to min and avg logic but for the max value."
},
"selfie_consistency_score_avg":{
"type":[
"number",
"null"
],
"description":"Average selfie consistency score for the user's persona activity"
},
"device_consistency":{
"type":[
"integer",
"null"
],
"description":"Number of distinct devices associated with a user and loan"
},
"selfie_consistency_score":{
"type":[
"number",
"null"
],
"description":"Average similarity score between left and right selfie"
},
"global_fs_ls":{
"type":[
"integer",
"null"
],
"description":"Days between the first and last global appearance of the device"
},
"inquiry_frequency":{
"type":[
"integer",
"null"
],
"description":"Number of inquiries made by the user regarding the loan"
},
"confidence_score_min":{
"type":[
"number",
"null"
],
"description":"The minimum recorded confidence score for the user and loan during the timeframe."
},
"contract_date_fs_sub":{
"type":[
"integer",
"null"
],
"description":"Days between the first subscription appearance and contract date"
},
"browser_os":{
"type":[
"string",
"null"
],
"description":"Browser OS"
},
"user_city_ip_match":{
"type":[
"integer",
"null"
],
"description":"Checks if the user's city matches the IP city"
},
"device_id_age_avg":{
"type":[
"number",
"null"
],
"description":"This calculates the rolling average of device_id_age for a user and loan. If no previous rows, the current value is returned."
},
"persona_distraction_events":{
"type":[
"number",
"null"
],
"description":"Persona distraction events"
},
"sub_fs_ls":{
"type":[
"integer",
"null"
],
"description":"Days between the first and last subscription activity"
},
"device_id_age_min":{
"type":[
"integer",
"null"
],
"description":"This calculates the minimum device age for a user and loan, falling back to the current device age if no prior values exist."
},
"confidence_score_max":{
"type":[
"number",
"null"
],
"description":"The maximum confidence score recorded for the user and loan combination."
},
"persona_phone_risk_score":{
"type":[
"number",
"null"
],
"description":"Risk associated with the phone number. The risk score ranges from 0 to 100. The higher the risk score, the higher the risk level."
},
"ip_address_risk_level":{
"type":[
"string",
"null"
],
"description":"Checks if the IP country code matches the persona country code"
},
"login_frequency":{
"type":[
"number",
"null"
],
"description":"This counts the number of times the user logs in based on the inquiry_updated_at timestamp, providing insights into the user's login behavior throughout the loan process."
},
"suspect_score":{
"type":[
"integer",
"null"
],
"description":"Suspect score"
},
"confidence_score":{
"type":[
"number",
"null"
],
"description":"Confidence score"
},
"name_consistency":{
"type":[
"integer",
"null"
],
"description":"Checks if the first name in the persona matches the user-provided first name"
},
"ip_location_consistency":{
"type":[
"integer",
"null"
],
"description":"Number of distinct IP locations for a user and loan"
"description":"This counts the number of times the user logs in based on the inquiry_updated_at timestamp, providing insights into the user's login behavior throughout the loan process.",
"source":"$c2xjc7k07ahdxoi7ad7.login_frequency"
},
"suspect_score":{
"type":[
"integer",
"null"
],
"description":"Suspect score",
"source":"$c2xjc7k07ahdxoi7ad7.suspect_score"
},
"confidence_score":{
"type":[
"number",
"null"
],
"description":"Confidence score",
"source":"$c2xjc7k07ahdxoi7ad7.confidence_score"
},
"name_consistency":{
"type":[
"integer",
"null"
],
"description":"Checks if the first name in the persona matches the user-provided first name",
"source":"$c2xjc7k07ahdxoi7ad7.name_consistency"
},
"ip_location_consistency":{
"type":[
"integer",
"null"
],
"description":"Number of distinct IP locations for a user and loan",
