Data Lake: Data Schema

id

Integer

The unique user identifier

sign_in_count

Integer

Count of the total number of times the user has logged in all-time

current_sign_in_at

Timestamp

Timestamp (UTC) of the user’s most recent log in

created_at

Timestamp

Timestamp (UTC) when the user was originally created

first_name

String

First name of the user. (aka given name)

last_name

String

Last name of the user. (aka surname)

job_title

String

Job title of the user. (e.g. Marketing Assistant). Can be blank.

language

String

Primary (selected) language for the user in ISO 653-1 format

manager

Boolean

True/false flag to identify whether the user is a manager. Includes both primary team managers and override managers.

time_zone

String

Time zone string for the users selected time zone (if any).

coach_id

Integer

User id of the user’s coach (if any).

is_coach

Boolean

True/false flag to identify if the user is designated as a coach

manager_id

Integer

User is of the user’s override manager, or primary team manager if user has no override manager set.

secondary_manager

Boolean

True/false flag to identify if the user is the secondary manager of any team.

hire_date

Date

Hire date of the employee. Only set if this data is available from an HR system integration or similar.

is_override_manager

Boolean

True/false false to identify if the user is designated as the override manager of another user.

deactivated_at

Timestamp

Timestamp (UTC) for when the user was deactivated

deactivated

Boolean

True/false flag it identify whether or not the user have been deactivated.

system_role

String

System role of the user on Learn Amp.

location_id

Integer

ID for the user’s primary location. See id in locations table.

tenure_in_days

Integer

Total length of the user’s tenure in days (Today or Leave Date minus their Hire Date, in days). Will be null if Hire Date has not been set.

leave_date

Date

Employment termination / leave date, if available/applicable.

id

Integer

Unique id of the user’s custom field. Can be ignored

user_id

Integer

ID of the user that the custom field relates to

custom_field_id

Integer

ID of custom field. This value will be repeated for each occurrence of this custom field

name

String

name of the custom field, e.g. “Employee Number”

value

String

value of the custom field for this particular user, e.g. “ABC123”

id

Integer

Unique ID of the group.

created_at

Timestamp

Timestamp (UTC) for when the group was first created.

name

String

Name of the Group

group_id

integer

ID of the group, see id in groups table

id

Integer

Unique ID of the group_user record.

user_id

integer

ID of the user, see id in users table

created_at

Timestamp

Timestamp (UTC) for when the given user was added to the given group.

id

Integer

Unique ID of the team.

name

String

Name of the team

created_at

Timestamp

Timestamp (UTC) for when the team was first created.

manager_id

Integer

User id of the manager of the team. See id in users table

parent_team_id

Integer

ID of this team’s parent team. Teams may exist within a hierachy, and have parent and child teams.

team_users_count

Integer

Count of users belonging directly to this team. (Excludes managers)

team_user_caches_count

Integer

Count of users belonging directly to this team AND any of the child teams beneath this team in the hieracy. (Excludes team managers).

manager_name

String

Full name of the team’s manager. This will be identical to full_name in users table, for the given manager_id

team_id

integer

ID of the team, see id in teams table

id

Integer

Unique ID of the team_user record.

user_id

integer

ID of the user, see id in users table

created_at

Timestamp

Timestamp (UTC) for when the given user was added to the given team.

primary_flag

Boolean

True/false flag to denote whether this is the user’s primary team.

id

Integer

Unique ID of the location.

name

String

Name of the location

created_at

Timestamp

Timestamp (UTC) when the content was first created

content_type

String

Type of the content on the Learn Amp platform. Since Items has multiple types, this field may be different from the type field described below. Example content types: video, article, book etc.

name

String

Name (or title) of the piece of content. If the content has a title saved in multiple languages, the name stored here will be the first available translation - beginning with English, then English-USA, and so on.

type_with_id

String

Concatenation of the content’s primary id with it’s type, in the form: item-123

type

String

The entity type of the content on Learn Amp. Will be one of: Item, Channel, Learnlist, Event, Quiz, Survey

id

Integer

Unique ID of the channel.

created_at

Timestamp

Timestamp (UTC) for when the channel was first created.

name

String

Name of the channel

id

Integer

Unique ID of the event.

created_at

Timestamp

Timestamp (UTC) for when the event was first created.

name

String

Name of the event

id

Integer

Unique ID of the item.

guid

String

Globally unique identifier. Not used. Please ingore.

source_id

String

If the item came from an external integration or import of content from another system, the source_id may be used to store the unique identifier of the item in that system

source_type

String

If the item can from an external integration or import of content, source_type may be used to store a label/name of that system.

created_at

Timestamp

Timestamp (UTC) for when the item was first created.

name

String

Name of the item

id

Integer

Unique ID of the learnlist.

created_at

Timestamp

Timestamp (UTC) for when the learnlist was first created.

name

String

Name of the learnlist

id

Integer

Unique ID of the quiz.

created_at

Timestamp

Timestamp (UTC) for when the quiz was first created.

name

String

Name of the quiz

id

Integer

Unique ID of the quiz.

created_at

Timestamp

Timestamp (UTC) for when the quiz was first created.

name

String

Name of the quiz

id

bigint (not null)

Unique ID of the quiz attempt

quiz_id

bigint (not null)

Foreign key referencing the quizzes table

user_id

bigint (not null)

Foreign key referencing the users table

correct_answer_count

integer

Number of correct answers in the quiz attempt

incorrect_answer_count

integer

Number of incorrect answers in the quiz attempt

submitted_at

timestamp

Timestamp indicating when the quiz attempt was submitted

score

integer

Overall score achieved in the quiz attempt

passed

boolean

Indicates whether the user passed the quiz

expired_at

timestamp

Timestamp indicating when the quiz attempt expired

expired

boolean

Indicates whether the quiz attempt has expired

most_recent

boolean

Indicates whether the attempt is the most recent one

question_id

bigint (not null)

Unique ID of the question in the quiz

correct

boolean

Indicates whether the submitted answer is correct

submitted_at

timestamp

Timestamp indicating when the answer was submitted

quiz_attempt_id

bigint (not null)

Foreign key referencing the quiz_attempts table

quiz_id

bigint (not null)

Foreign key referencing the quizzes table

user_id

bigint (not null)

Foreign key referencing the users table

most_recent

boolean

Indicates whether the answer is the most recent one

question

varchar(255)

Text of the question being answered

question_type

varchar(255)

Type of the question (e.g., multiple choice, essay)

answer

varchar(2000)

Text of the submitted answer

id

Integer

Unique ID of the survey.

created_at

Timestamp

Timestamp (UTC) for when the survey was first created.

name

String

Name of the survey

survey_type

String

Returns the type of survey.

id

Integer

Unique ID of the survey occurrence

survey_id

Integer

ID of the survey that was issued. (Foreign ID reference to surveys table)

issued_at

Timestamp

The precise time of issuance of the survey

deadline

Date

The date that this survey occurrence is, or was due by

attempts_issued

Integer

A count of attempts that were created as a result of the survey being issued - indicating the number of users the survey was issued to.

attempts_completed

Integer

A count of the attempts relating to this survey that have been submitted - the number of users who have responded.

response_rate

Integer

The response rate given as a percentage.

id

Integer

Unique ID of the survey occurrence

user_id

Integer

ID of the user that the attempt belongs to. (Foreign ID reference to users table)

survey_id

Integer

ID of the survey that was issued. (Foreign ID reference to surveys table)

deadline

Date

The date that this survey occurrence is, or was due by

submitted_at

Timestamp

The specific date and time that this attempt was submitted at. This will be null if the user is yet to submit the attempt.

currently_overdue

Boolean

Returns whether the attempt is currently overdue. This will only be true if the attempt is unsubmitted and past the deadline.

overdue_when_submitted

Boolean

Returns whether, at the time of submission (submitted_at) the attempt was overdue. This will return false prior to submission.

survey_type

String

Returns the type of survey the attempt was for, denormalized from surveys

observation_subject_id

Integer

If the survey is an observation of another user, this returns the ID of htis user (Foreign id reference to users table)

completed

Boolean

Returns true if the survey attempt has been submitted.

started_at

Timestamp

Returns the specific time that the attempt was started.

time_taken

Integer

Returns the number of seconds taken between starting and submitting the attempt.

survey_occurrence_id

Integer

ID of the survey occurrence this attempt relates to. (Foreign id reference to survey_occurrences table)

id

Integer

Unique ID of the survey occurrence

user_id

Integer

ID of the user that gave the answer (Foreign ID reference to users table)

survey_attempt_id

Integer

ID of the survey attempt that this answer belongs to (Foreign id reference to survey_attempts table).

survey_id

Integer

ID of the survey that was issued. (Foreign ID reference to surveys table)

question

String

The question text. In the case of multi-dimensional questions, or Polls, the question will be given in the form “Question - poll option”

question_type

String

The type of question this answer relates to.

answer

String

The string representation of the answer, where applicable

value

Integer

The integer representation of the answer, where applicable (eg weighting or sliding scale type questions)

deadline

Date

The deadline for this particular survey attempt/occurrence.

submitted_at

Timestamp

Returns the specific time that the answer and its parent attempt were submitted.

survey_occurrence_id

Integer

ID of the survey occurrence this attempt relates to. (Foreign id reference to survey_occurrences table)

id

Integer

Unique id of the activity record. For most use cases this can be ignored

user_id

Integer

User id of the user who performed the activity. (Foreign id reference to users table)

happened_at

Timestamp

Timestamp (UTC) for when the activity occurred

completed

Boolean

True/false flag for whether this activity was a “content was completed” activity.

result

String

Result value reported by SCORM (or similar) elearning package. Typically this will be PASS, FAIL, FAILED, UNKNOWN, COMPELETED. Most activity will have a null value for result.

score

Integer

Score value reported by SCORM (or similar) elearning package. Generally this is a percentage value that the user achieved. Most activity will have a null value for score.

total_time

Integer

Total time in seconds that the user took to complete the content, as reported by SCORM (or similar) elearning package. Most activity will have a null value for total_time.

expired_at

Timestamp

Timestamp (UTC) for when the activity was marked as expired. Learn Amp will expire, for example, the previous year’s activity when a user has a new recurring task issued to them.

single

Boolean

True/false flag to mark whether this is the most recent activity of this verb, for this user, for this piece of content. Used to filter by “only show unique activity”.

type

String

Type of content this activity relates to. See type description for the content table.

content_id

Integer

Unique id of the content this activity relates to.

verb

String

Verb (label) for this activity. For example: completed, started, failed etc.

expired

Boolean

True/false flag to indicate whether this activity has been marked as expired or not. See expired_at description.

id

Integer

Unique id of the activity record. For most use cases this can be ignored

user_id

Integer

User id of the user who performed the activity. (Foreign id reference to users table)

happened_at

Timestamp

Timestamp (UTC) for when the activity occurred

completed

Boolean

True/false flag for whether this activity was a “content was completed” activity.

result

String

Result value reported by SCORM (or similar) elearning package. Typically this will be PASS, FAIL, FAILED, UNKNOWN, COMPELETED. Most activity will have a null value for result.

score

Integer

Score value reported by SCORM (or similar) elearning package. Generally this is a percentage value that the user achieved. Most activity will have a null value for score.

total_time

Integer

Total time in seconds that the user took to complete the content, as reported by SCORM (or similar) elearning package. Most activity will have a null value for total_time.

expired_at

Timestamp

Timestamp (UTC) for when the activity was marked as expired. Learn Amp will expire, for example, the previous year’s activity when a user has a new recurring task issued to them.

single

Boolean

True/false flag to mark whether this is the most recent activity of this verb, for this user, for this piece of content. Used to filter by “only show unique activity”.

type

String

Type of content this activity relates to. See type description for the content table.

content_id

Integer

Unique id of the content this activity relates to.

expired

Boolean

True/false flag to indicate whether this activity has been marked as expired or not. See expired_at description.

id

Integer

Unique id of the activity record. For most use cases this can be ignored

user_id

Integer

User id of the user who performed the activity. (Foreign id reference to users table)

happened_at

Timestamp

Timestamp (UTC) for when the activity occurred

expired_at

Timestamp

Timestamp (UTC) for when the activity was marked as expired. Learn Amp will expire, for example, the previous year’s activity when a user has a new recurring task issued to them.

single

Boolean

True/false flag to mark whether this is the most recent activity of this verb, for this user, for this piece of content. Used to filter by “only show unique activity”.

type

String

Type of content this activity relates to. See type description for the content table.

content_id

Integer

Unique id of the content this activity relates to.

expired

Boolean

True/false flag to indicate whether this activity has been marked as expired or not. See expired_at description.

id

Integer

Unique id of the activity record. For most use cases this can be ignored

user_id

Integer

User id of the user who performed the activity. (Foreign id reference to users table)

happened_at

Timestamp

Timestamp (UTC) for when the activity occurred

expired_at

Timestamp

Timestamp (UTC) for when the activity was marked as expired. Learn Amp will expire, for example, the previous year’s activity when a user has a new recurring task issued to them.

single

Boolean

True/false flag to mark whether this is the most recent activity of this verb, for this user, for this piece of content. Used to filter by “only show unique activity”.

type

String

Type of content this activity relates to. See type description for the content table.

content_id

Integer

Unique id of the content this activity relates to.

expired

Boolean

True/false flag to indicate whether this activity has been marked as expired or not. See expired_at description.

user_id

Integer

User id of the user who was assigned the task. (Foreign id reference to users table)

id

Integer

Unique ID of the task

deadline

Date

Deadline for when the content must be completed by.

completed_at

Datetime

Timestamp (in UTC) for when the user completed the content, triggering the task to be marked as completed. If the task has not yet been completed, this will be null.

mandatory

Booolean

True/false flag denoting whether the task was marked as mandatory.

expired_at

Timestamp

Timestamp (in UTC) for when the task was marked as expired. When a recurring task is issued, any previous tasks in the series will be marked as expired.

assigned_at

Timestamp

Timestamp (in UTC) for when the task was issued to the user.

archived

Boolean

True/false flag denoting that the task has been archived. A task will be archived automatically if the content that it relates to gets archived. This is because the user can no longer access the content once it has been archived.

type

String

Type of content this task is for. See type description for the content table.

content_id

Integer

Unique id of the content this task is for.

expired

Boolean

True/false flag denoting whether this task has been expired. See expired_at.

completed

Boolean

True/false flag denoting whether this task has been completed. See completed_at.

overdue

Boolean

True/false flag denoting whether the user has not yet completed the task and is past the deadline. Note that overdue relates to today’s date. If a user completed the task after the deadline (ie. it was overdue at the time of completion) this flag will show false, since the task is no longer overdue today.

id

Integer

Unique ID of the event session

event_id

Integer

Event id of the event this session belongs to. (Foreign id reference to events table)

starts_at

Timestamp

Date/time (stored in UTC) for when the event session begins

ends_at

Timestamp

Date/time (stored in UTC) for when the event session ends

location_type

String

Type of location, e.g. Website URL, Map location, MS Teams, Zoom etc.

attendance_type

String

How the user’s attendance is marked, e.g. Marked automatically, Marked by attendee, Marked by admin, Marked by host.

host_id

Integer

User ID of the user who is designated as the Host for the event session. See id in users table.

name

String

Name of the event. Will be identical to name in the events table for the given event_id

host_name

String

Full name of the host. Will be identical to full_name in the users table for the given host_id.

content_id

Integer

Foreign ID reference to the content table for this event.

user_id

Integer

User ID of the user who is enrolled in the event session.

id

Integer

Unique ID of the enrollment

event_session_id

Integer

ID of the event session for this enrollement.

status

String

The status of the enrollment. Will be one of: pending, approved, rejected, unenrolled

attendance

String

Denotes whether or not the user attended the event session or not, if available. Will be one of: not yet recorded, attended, did not attend.

host

Boolean

True/false flag denoting if this is the host’s enrollment record. When a user is made the host of an event session, a host enrollment is automatically created for them, since they will likely attend the event session for which they are the host.

enrolled_at

Date

The date a user was enrolled in an event session.

id

Integer

Unique ID of the skill/topic

name

String

Name of the skill/topic. If the skill has multiple translations, this field will contain English or the first available translation of the name.

id

Integer

Unique ID of the skill/topic category

name

String

Name of the skill/topic category. If the category has multiple translations, this field will contain English or the first available translation of the name.

skill_category_id

Integer

Skill Category ID, foreign id reference to skill_categories table

id

Integer

Unique ID of the skill/topic category

skill_id

Integer

Skill ID, foreign id reference to skills table

content_id

Integer

ID of the content, see type_with_id in the content table

skill_id

Integer

Skill ID, foreign id reference to skills table

user_id

Integer

User ID of the user who has expressed interest in or been rated for the skill.

id

Integer

Unique id of this user_skill record.

skill_id

Integer

Skill ID, foreign id reference to skills table

own_rating

Integer

Rating that the user has given themselves in the skill. Rating range will depend on how your skill ratings have been configured in your company.

target_rating

Integer

Target rating that the user or their manager has set for this user to achieve in this skill

manager_rating

Integer

Rating that the user’s manager has given them in the skill.

preferred_rating

Integer

If present this will be the manager_rating value. If not present, this will be the own_rating value.

id

Integer

Unique id for the session. Note this is not the browser session ID value.

user_id

Integer

ID of the user who this session relates to.

duration

Integer

Length of the session in seconds

starts_at

Timestamp

Timestamp (in UTC) for when this session started.

id

Integer

User ID of this manager. Will match the id in the users table

first_name

String

First name of the manager

last_name

String

Last name of the manager

full_name

String

Full name of the manager

id

Integer

User ID of this coachj. Will match the id in the users table

first_name

String

First name of the coach

last_name

String

Last name of the coach

full_name

String

Full name of the coach

id

bigint

Unique identifier for the one-to-one meeting. Primary key.

cycle_name

varchar(255)

Name of the cycle to which this one-to-one belongs.

created_at

timestamp

Timestamp when the one-to-one was created.

updated_at

timestamp

Timestamp when the one-to-one was last updated.

deadline

date

Deadline for the one-to-one.

finalized_at

timestamp

Timestamp when the one-to-one was finalized.

name

varchar(255)

Name of the one-to-one.

description

varchar(2000)

Description of the one-to-one.

reviewer_name

varchar(255)

Name of the reviewer.

reviewee_name

varchar(255)

Name of the reviewee.

reviewee_total_time

integer

Total time spent by the reviewee.

reviewer_total_time

integer

Total time spent by the reviewer.

time_to_finalize

integer

Time taken to finalize the one-to-one.

status

varchar(255)

Status of the one-to-one. Cannot be null.

user_id

bigint

User ID of the person making the attempt. Foreign key referencing users(id).

id

bigint

Unique identifier for the attempt. Primary key.

one_to_one_id

bigint

ID of the one-to-one meeting. Foreign key referencing one_to_ones(id).

user_is_reviewee

boolean

Indicates if the user is the reviewee in this attempt.

user_id

bigint

User ID of the person answering. Foreign key referencing users(id).

one_to_one_id

bigint

ID of the one-to-one meeting. Foreign key referencing one_to_ones(id).

one_to_one_attempt_id

bigint

ID of the attempt. Foreign key referencing one_to_one_attempts(id).

question

varchar(255)

Question being answered.

value

integer

Value of the answer.

answer

varchar(2000)

Text of the answer.

question_type_label

varchar(255)

Label indicating the type of question.

id

Integer

Unique identifier for the objective.

name

Varchar(255)

Name of the objective. This corresponds to the information entered in the field: “What is the overall objective?”

level

Varchar(64)

Level assigned to the objective. Will be one of: Self-development, Individual, Team, Company.

assigned_to_id

Integer

Id of the user the objective has been assigned to (“owner” of the objective).

team_id

Integer

Id of the team the objective has been assigned to.

assigned_by_id

Integer

Id of the user who has created the objective and assigned it to a user.

start_date

Date

The start date the objective has been set for.

end_date

Date

The end date the objective has been set for.

current_progress

Integer

The progress against the objective given as a percentage.

completion_status

Varchar(64)

The completion status of the objective. Will be one of: Not started, In Progress, Completed.

parent_objective_id

Integer

Id of the parent objective (for objectives placed under other objectives via the “Align to other objective” feature).

archived

Boolean

True/false flag denoting that the objective has been archived.

private

Boolean

True/false flag denoting that an objective has been made Private (only visible to the owner of the objective and key results. Their manager, account owner and admins can view the objective via the user's profile. No other users can see the objective).

id

Integer

Unique identifier for the key result.

objective_id

Integer

Unique identifier for the objective the key result belongs to.

name

Varchar(4000)

Name of the key result. This corresponds to the information entered in the field: “Key result description”

completion_type

Varchar(64)

Type of completion required for the key result - one of ‘self_certify’, ‘pass_score’ or ‘maintain’

progress

integer

Progress against the key result expressed as a percentage

status

Varchar(64)

Status of the key result - one of ‘not_started’, ‘on_track’, ‘behind’, ‘at_risk’

owner_id

Integer

Unique ID of the owning user.

contribution_to_objective_progress

Boolean

Whether or not the key result contributes to the objective’s progress.

target_from_value

Numeric(14,2)

The “from” value of the target range, expressed as a decimal

target_to_value

Numeric(14,2)

The “to” value of the target range, expressed as a decimal

unit

Varchar(100)

The unit for the target values and result

result

Numeric(14,2)

The actual result of the key result