> ## Documentation Index
> Fetch the complete documentation index at: https://www.landbase.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Available fields

> Field reference for all 9 datasets accessible through Advanced Dataset Creator — company, person, job posting, conference, Walmart, and CRE.

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# Available fields

<div className="blog-post-content">
  Advanced Dataset Creator exposes \~1,500 fields across 9 datasets. Any field on this page can appear in filters, output columns, aggregations, and computed expressions when you use `--agent=advanced_dataset_creator`.

  **Notation**

  * Dot notation denotes nested objects — e.g. `acquired_by_summary.acquirer_name`.
  * `.element` marks items inside an array — e.g. `funding_rounds.element.name` refers to the `name` field on each entry in the `funding_rounds` array.
  * `{placeholder}` in field patterns denotes a set of known values listed above the table — substitute one to get the actual field name.

  | Dataset                                         | Fields | What it covers                                                                                                                          |
  | ----------------------------------------------- | ------ | --------------------------------------------------------------------------------------------------------------------------------------- |
  | [company](#company)                             | 777    | firmographics, financials, headcount, hiring, technographics, web traffic, employee reviews, funding, stock, salary, social             |
  | [person](#person)                               | 271    | professional profile, experience, education, skills, certifications, patents, publications, salary projections, GitHub, social activity |
  | [job\_posting](#job-posting)                    | 66     | active and historical job listings with title, location, function, industry, seniority, salary, status                                  |
  | [conference\_member](#conference-member)        | 37     | conference attendees matched to company and contact records                                                                             |
  | [walmart\_seller](#walmart-seller)              | 27     | Walmart Marketplace seller profiles, reviews, contact info                                                                              |
  | [cre\_broker](#cre-broker)                      | 21     | commercial real estate brokerages with transaction volume, listings, offices                                                            |
  | [cre\_property\_manager](#cre-property-manager) | 16     | CRE property management firms with portfolio size and specialties                                                                       |
  | [cre\_developer](#cre-developer)                | 15     | CRE developers with construction pipeline and property types                                                                            |
  | [cre\_apartment\_owner](#cre-apartment-owner)   | 9      | apartment portfolio owners by unit count and location                                                                                   |

  ***

  ## Company

  777 fields covering firmographics, workforce analytics, financials, web traffic, hiring signals, technographics, employee reviews, funding history, executive movement, salary benchmarks, and social presence.

  ### Core identity

  | Field                        | Description                 |
  | ---------------------------- | --------------------------- |
  | `company_id`                 | Landbase company identifier |
  | `company_name`               | primary company name        |
  | `company_legal_name`         | registered legal name       |
  | `company_name_alias.element` | alternate names             |
  | `company_rank`               | Landbase company rank       |
  | `description`                | company description         |
  | `type`                       | company type                |
  | `industry`                   | primary industry            |
  | `keywords.element`           | topic keywords              |
  | `is_b2b`                     | B2B flag                    |
  | `is_b2c`                     | B2C flag                    |
  | `is_public`                  | publicly traded flag        |
  | `ownership_status`           | ownership status            |
  | `status.value`               | operating status            |
  | `status.comment`             | status detail               |
  | `founded_year`               | year founded                |

  ### Location

  | Field                                             | Description            |
  | ------------------------------------------------- | ---------------------- |
  | `hq_full_address`                                 | full HQ address        |
  | `hq_street`                                       | HQ street              |
  | `hq_city`                                         | HQ city                |
  | `hq_state`                                        | HQ state               |
  | `hq_country`                                      | HQ country             |
  | `hq_zipcode`                                      | HQ postal code         |
  | `hq_location`                                     | HQ location string     |
  | `hq_region.element`                               | HQ regions             |
  | `ca_province`                                     | Canadian province      |
  | `num_company_locations`                           | total office locations |
  | `company_locations_full.element.location_address` | office address         |
  | `company_locations_full.element.is_primary`       | primary location flag  |

  ### Contact info and web presence

  | Field                    | Description             |
  | ------------------------ | ----------------------- |
  | `website`                | primary domain          |
  | `website_alias.element`  | alternate domains       |
  | `email_hostname`         | email domain            |
  | `company_emails.element` | company email addresses |
  | `company_phones.element` | company phone numbers   |
  | `linkedin_url`           | LinkedIn page           |
  | `crunchbase_url`         | Crunchbase profile      |
  | `facebook_url.element`   | Facebook pages          |
  | `twitter_url.element`    | X/Twitter profiles      |
  | `instagram_url.element`  | Instagram profiles      |
  | `youtube_url.element`    | YouTube channels        |
  | `github_url.element`     | GitHub orgs             |
  | `reddit_url.element`     | Reddit profiles         |
  | `discord_url.element`    | Discord servers         |
  | `tiktok_url.element`     | TikTok profiles         |
  | `pinterest_url.element`  | Pinterest profiles      |

  ### Employee count

  | Field                                                                | Description                 |
  | -------------------------------------------------------------------- | --------------------------- |
  | `employees_count`                                                    | current employee count      |
  | `size_range`                                                         | employee size range bucket  |
  | `employees_count_by_month.element.employees_count`                   | monthly headcount           |
  | `employees_count_by_month.element.date`                              | month                       |
  | `employees_count_inferred_by_month.element.employees_count_inferred` | inferred monthly headcount  |
  | `employees_count_inferred_by_month.element.date`                     | month                       |
  | `employees_count_change.current`                                     | current headcount           |
  | `employees_count_change.change_monthly`                              | month-over-month change     |
  | `employees_count_change.change_monthly_percentage`                   | month-over-month %          |
  | `employees_count_change.change_quarterly`                            | quarter-over-quarter change |
  | `employees_count_change.change_quarterly_percentage`                 | quarter-over-quarter %      |
  | `employees_count_change.change_yearly`                               | year-over-year change       |
  | `employees_count_change.change_yearly_percentage`                    | year-over-year %            |

  ### Employee count by department

  Current breakdown and monthly time series across 20 departments.

  **Departments available:** medical, sales, hr, legal, marketing, finance, technical, consulting, operations, product, general\_management, administrative, customer\_service, project\_management, design, research, trades, real\_estate, education, other\_department

  | Field pattern                                                                                                             | Description                  |
  | ------------------------------------------------------------------------------------------------------------------------- | ---------------------------- |
  | `employees_count_breakdown_by_department.employees_count_{dept}`                                                          | current count for department |
  | `employees_count_breakdown_by_department_by_month.element.employees_count_breakdown_by_department.employees_count_{dept}` | monthly count for department |
  | `employees_count_breakdown_by_department_by_month.element.date`                                                           | month                        |

  ### Employee count by seniority

  Current breakdown and monthly time series across 12 seniority levels.

  **Levels available:** owner, founder, clevel, partner, vp, head, director, manager, senior, intern, specialist, other\_management

  | Field pattern                                                                                                            | Description                       |
  | ------------------------------------------------------------------------------------------------------------------------ | --------------------------------- |
  | `employees_count_breakdown_by_seniority.employees_count_{level}`                                                         | current count for seniority level |
  | `employees_count_breakdown_by_seniority_by_month.element.employees_count_breakdown_by_seniority.employees_count_{level}` | monthly count for seniority level |
  | `employees_count_breakdown_by_seniority_by_month.element.date`                                                           | month                             |

  ### Employee count by region

  Current breakdown and monthly time series across 18 global regions.

  **Regions available:** eastern\_europe, latin\_america, southern\_europe, sub\_saharan\_africa, central\_asia, northern\_america, australia\_new\_zealand, northern\_europe, south\_eastern\_asia, polynesia, southern\_asia, northern\_africa, melanesia, western\_europe, western\_asia, eastern\_asia, micronesia, unknown

  | Field pattern                                                                                                       | Description              |
  | ------------------------------------------------------------------------------------------------------------------- | ------------------------ |
  | `employees_count_breakdown_by_region.employees_count_{region}`                                                      | current count for region |
  | `employees_count_breakdown_by_region_by_month.element.employees_count_breakdown_by_region.employees_count_{region}` | monthly count for region |
  | `employees_count_breakdown_by_region_by_month.element.date`                                                         | month                    |

  ### Employee count by country

  | Field                                                                                           | Description       |
  | ----------------------------------------------------------------------------------------------- | ----------------- |
  | `employees_count_by_country.element.country`                                                    | country name      |
  | `employees_count_by_country.element.employee_count`                                             | employee count    |
  | `employees_count_by_country_by_month.element.employees_count_by_country.element.country`        | country (monthly) |
  | `employees_count_by_country_by_month.element.employees_count_by_country.element.employee_count` | count (monthly)   |
  | `employees_count_by_country_by_month.element.date`                                              | month             |

  ### Employee headcount deltas

  Headcount change analytics across 5 dimensions, each sharing the same field structure.

  **Dimensions (`{dim}`):** `all`, `country`, `department`, `region`, `seniority`
  **Periods (`{period}`):** `1m`, `3m`, `6m`, `9m`, `12m`

  | Field pattern                                            | Description                  |
  | -------------------------------------------------------- | ---------------------------- |
  | `employee_delta_by_{dim}.element.breakdown_name`         | breakdown category name      |
  | `employee_delta_by_{dim}.element.breakdown_type`         | dimension type               |
  | `employee_delta_by_{dim}.element.month`                  | month                        |
  | `employee_delta_by_{dim}.element.delta_abs_{period}`     | absolute change for period   |
  | `employee_delta_by_{dim}.element.delta_pct_{period}`     | percentage change for period |
  | `employee_delta_by_{dim}.element.abs_category_{period}`  | absolute change category     |
  | `employee_delta_by_{dim}.element.pct_category_{period}`  | percentage change category   |
  | `employee_delta_by_{dim}.element.change_bucket_{period}` | change bucket classification |
  | `employee_delta_by_{dim}.element.presence_pattern`       | presence pattern             |

  ### Hiring and job postings

  | Field                                                                  | Description                   |
  | ---------------------------------------------------------------------- | ----------------------------- |
  | `active_job_postings_count`                                            | current open postings         |
  | `active_job_postings.element.job_posting_id`                           | posting ID                    |
  | `active_job_postings.element.job_posting_title`                        | posting title                 |
  | `active_job_postings_titles.element`                                   | list of active posting titles |
  | `job_post_count`                                                       | total job post count          |
  | `job_post_titles.element`                                              | all job post titles           |
  | `job_posting_countries.element`                                        | countries with postings       |
  | `job_posting_locations.element`                                        | posting locations             |
  | `active_job_postings_count_by_month.element.active_job_postings_count` | monthly posting count         |
  | `active_job_postings_count_by_month.element.date`                      | month                         |
  | `active_job_postings_count_change.current`                             | current count                 |
  | `active_job_postings_count_change.change_monthly`                      | month-over-month change       |
  | `active_job_postings_count_change.change_monthly_percentage`           | month-over-month %            |
  | `active_job_postings_count_change.change_quarterly`                    | quarter-over-quarter change   |
  | `active_job_postings_count_change.change_quarterly_percentage`         | quarter-over-quarter %        |
  | `active_job_postings_count_change.change_yearly`                       | year-over-year change         |
  | `active_job_postings_count_change.change_yearly_percentage`            | year-over-year %              |

  ### Key executives and movement

  | Field                                                           | Description           |
  | --------------------------------------------------------------- | --------------------- |
  | `key_executives.element.parent_id`                              | executive's person ID |
  | `key_executives.element.member_full_name`                       | name                  |
  | `key_executives.element.member_position_title`                  | title                 |
  | `key_executive_arrivals.element.parent_id`                      | person ID             |
  | `key_executive_arrivals.element.member_full_name`               | name                  |
  | `key_executive_arrivals.element.member_position_title`          | title                 |
  | `key_executive_arrivals.element.arrival_date`                   | arrival date          |
  | `key_executive_departures.element.parent_id`                    | person ID             |
  | `key_executive_departures.element.member_full_name`             | name                  |
  | `key_executive_departures.element.member_position_title`        | title                 |
  | `key_executive_departures.element.departure_date`               | departure date        |
  | `key_employee_change_events.element.employee_change_event_name` | event name            |
  | `key_employee_change_events.element.employee_change_event_date` | event date            |
  | `key_employee_change_events.element.employee_change_event_url`  | event URL             |

  ### Talent flow

  | Field                                         | Description                |
  | --------------------------------------------- | -------------------------- |
  | `top_next_companies.element.company_id`       | destination company ID     |
  | `top_next_companies.element.company_name`     | destination company name   |
  | `top_next_companies.element.count`            | people who moved there     |
  | `top_previous_companies.element.company_id`   | source company ID          |
  | `top_previous_companies.element.company_name` | source company name        |
  | `top_previous_companies.element.count`        | people who came from there |

  ### Revenue and financials

  | Field                              | Description                        |
  | ---------------------------------- | ---------------------------------- |
  | `revenue`                          | estimated annual revenue           |
  | `revenue_range`                    | revenue range bucket               |
  | `revenue_quarterly.value`          | quarterly revenue value            |
  | `revenue_quarterly.currency`       | quarterly revenue currency         |
  | `revenue_delta.delta_abs_{period}` | absolute revenue change (1m–12m)   |
  | `revenue_delta.delta_pct_{period}` | percentage revenue change (1m–12m) |

  ### Income statements

  | Field                                                   | Description                    |
  | ------------------------------------------------------- | ------------------------------ |
  | `income_statements.element.revenue`                     | revenue                        |
  | `income_statements.element.cost_of_goods_sold`          | COGS                           |
  | `income_statements.element.cost_of_goods_sold_currency` | COGS currency                  |
  | `income_statements.element.gross_profit`                | gross profit                   |
  | `income_statements.element.gross_profit_margin`         | gross margin                   |
  | `income_statements.element.ebit`                        | EBIT                           |
  | `income_statements.element.ebit_margin`                 | EBIT margin                    |
  | `income_statements.element.ebitda`                      | EBITDA                         |
  | `income_statements.element.ebitda_margin`               | EBITDA margin                  |
  | `income_statements.element.net_income`                  | net income                     |
  | `income_statements.element.pre_tax_profit`              | pre-tax profit                 |
  | `income_statements.element.total_operating_expense`     | total operating expense        |
  | `income_statements.element.interest_expense`            | interest expense               |
  | `income_statements.element.interest_income`             | interest income                |
  | `income_statements.element.income_tax_expense`          | income tax expense             |
  | `income_statements.element.earnings_per_share`          | EPS                            |
  | `income_statements.element.period_end_date`             | period end date                |
  | `income_statements.element.period_display_end_date`     | display end date               |
  | `income_statements.element.period_type`                 | period type (annual/quarterly) |

  ### Funding

  | Field                                                    | Description                     |
  | -------------------------------------------------------- | ------------------------------- |
  | `total_funding_rounds`                                   | total funding rounds            |
  | `total_amount_raised_usd`                                | total funding raised (USD)      |
  | `last_funding_round_name`                                | last round name (e.g. Series B) |
  | `last_funding_round_announced_date`                      | last round date                 |
  | `last_funding_round_amount_raised`                       | last round amount               |
  | `last_funding_round_amount_raised_currency`              | last round currency             |
  | `last_amount_raised_usd`                                 | last round amount (USD)         |
  | `last_funding_round_num_investors`                       | last round investor count       |
  | `last_funding_round_investor`                            | last round investor             |
  | `last_funding_round_lead_investors.element`              | last round lead investors       |
  | `last_funding_round.amount_raised`                       | amount raised                   |
  | `last_funding_round.amount_raised_currency`              | currency                        |
  | `last_funding_round.amount_raised_usd`                   | amount (USD)                    |
  | `last_funding_round.announced_date`                      | announced date                  |
  | `last_funding_round.funding_reasons`                     | funding reasons                 |
  | `last_funding_round.lead_investors.element`              | lead investors                  |
  | `last_funding_round.name`                                | round name                      |
  | `last_funding_round.num_investors`                       | investor count                  |
  | `last_funding_round.num_partners`                        | partner count                   |
  | `last_funding_round.lead_investor_entities.element`      | lead investor entities          |
  | `last_funding_round.lead_investor_partner_names.element` | lead investor partner names     |

  ### Funding rounds (all)

  | Field                                                        | Description                 |
  | ------------------------------------------------------------ | --------------------------- |
  | `funding_rounds.element.name`                                | round name                  |
  | `funding_rounds.element.announced_date`                      | announced date              |
  | `funding_rounds.element.amount_raised`                       | amount raised               |
  | `funding_rounds.element.amount_raised_currency`              | currency                    |
  | `funding_rounds.element.amount_raised_usd`                   | amount (USD)                |
  | `funding_rounds.element.num_investors`                       | investor count              |
  | `funding_rounds.element.num_partners`                        | partner count               |
  | `funding_rounds.element.funding_reasons`                     | reasons                     |
  | `funding_rounds.element.lead_investors.element`              | lead investors              |
  | `funding_rounds.element.lead_investor_entities.element`      | lead investor entities      |
  | `funding_rounds.element.lead_investor_partner_names.element` | lead investor partner names |

  ### IPO and stock

  | Field                                     | Description          |
  | ----------------------------------------- | -------------------- |
  | `ipo_date`                                | IPO date             |
  | `ipo_share_price`                         | IPO share price      |
  | `ipo_share_price_currency`                | IPO price currency   |
  | `stock_ticker.element`                    | stock ticker symbols |
  | `stock_information.element.closing_price` | closing price        |
  | `stock_information.element.currency`      | currency             |
  | `stock_information.element.date`          | date                 |
  | `stock_information.element.marketcap`     | market cap           |

  ### Acquisition

  | Field                                               | Description            |
  | --------------------------------------------------- | ---------------------- |
  | `acquired_by_summary.acquirer_name`                 | acquirer name          |
  | `acquired_by_summary.announced_date`                | announced date         |
  | `acquired_by_summary.price`                         | acquisition price      |
  | `acquired_by_summary.currency`                      | price currency         |
  | `parent_company_information.parent_company_name`    | parent company name    |
  | `parent_company_information.parent_company_website` | parent company website |
  | `parent_company_information.date`                   | date                   |

  ### Web traffic

  | Field                                                        | Description                  |
  | ------------------------------------------------------------ | ---------------------------- |
  | `total_website_visits_monthly`                               | monthly visits               |
  | `average_visit_duration_seconds`                             | avg visit duration (seconds) |
  | `bounce_rate`                                                | bounce rate                  |
  | `pages_per_visit`                                            | pages per visit              |
  | `visits_change_monthly`                                      | monthly visit change         |
  | `rank_global`                                                | global traffic rank          |
  | `rank_country`                                               | country traffic rank         |
  | `rank_category`                                              | category traffic rank        |
  | `similarly_ranked_websites.element`                          | similarly ranked sites       |
  | `total_website_visits_by_month.element.total_website_visits` | monthly visits (time series) |
  | `total_website_visits_by_month.element.date`                 | month                        |
  | `total_website_visits_change.current`                        | current visits               |
  | `total_website_visits_change.change_monthly`                 | month-over-month change      |
  | `total_website_visits_change.change_monthly_percentage`      | month-over-month %           |
  | `total_website_visits_change.change_quarterly`               | quarter-over-quarter change  |
  | `total_website_visits_change.change_quarterly_percentage`    | quarter-over-quarter %       |
  | `total_website_visits_change.change_yearly`                  | year-over-year change        |
  | `total_website_visits_change.change_yearly_percentage`       | year-over-year %             |

  ### Visitor demographics

  | Field                                                           | Description       |
  | --------------------------------------------------------------- | ----------------- |
  | `visits_breakdown_by_age.age_18_24_percentage`                  | 18–24 age group % |
  | `visits_breakdown_by_age.age_25_34_percentage`                  | 25–34 age group % |
  | `visits_breakdown_by_age.age_35_44_percentage`                  | 35–44 age group % |
  | `visits_breakdown_by_age.age_45_54_percentage`                  | 45–54 age group % |
  | `visits_breakdown_by_age.age_55_64_percentage`                  | 55–64 age group % |
  | `visits_breakdown_by_age.age_65_plus_percentage`                | 65+ age group %   |
  | `visits_breakdown_by_gender.male_percentage`                    | male visitor %    |
  | `visits_breakdown_by_gender.female_percentage`                  | female visitor %  |
  | `visits_breakdown_by_country.element.country`                   | visitor country   |
  | `visits_breakdown_by_country.element.percentage`                | visitor country % |
  | `visits_breakdown_by_country.element.percentage_monthly_change` | monthly change %  |

  ### Technologies

  | Field                                                | Description      |
  | ---------------------------------------------------- | ---------------- |
  | `num_technologies_used`                              | technology count |
  | `technologies_used.element`                          | technology names |
  | `technologies_used_with_dates.element.tech_name`     | technology name  |
  | `technologies_used_with_dates.element.earliest_date` | first detected   |
  | `technologies_used_with_dates.element.latest_date`   | last detected    |

  ### Competitors

  | Field                                                       | Description               |
  | ----------------------------------------------------------- | ------------------------- |
  | `competitors.element.company_name`                          | competitor name           |
  | `competitors.element.similarity_score`                      | similarity score          |
  | `competitors_websites.element.website`                      | competitor website        |
  | `competitors_websites.element.similarity_score`             | similarity score          |
  | `competitors_websites.element.total_website_visits_monthly` | competitor monthly visits |
  | `competitors_websites.element.category`                     | category                  |
  | `competitors_websites.element.rank_category`                | category rank             |

  ### Product and pricing

  | Field                                     | Description          |
  | ----------------------------------------- | -------------------- |
  | `pricing_available`                       | pricing page exists  |
  | `free_trial_available`                    | free trial available |
  | `demo_available`                          | demo available       |
  | `is_downloadable`                         | downloadable product |
  | `documentation_exist`                     | documentation exists |
  | `mobile_apps_exist`                       | mobile apps exist    |
  | `online_reviews_exist`                    | online reviews exist |
  | `product_pricing_summary.element.type`    | pricing tier type    |
  | `product_pricing_summary.element.price`   | price                |
  | `product_pricing_summary.element.details` | pricing details      |

  ### Product reviews

  | Field                                                          | Description                    |
  | -------------------------------------------------------------- | ------------------------------ |
  | `product_reviews_aggregate_score`                              | aggregate product review score |
  | `product_reviews_count`                                        | total product reviews          |
  | `product_reviews_score_by_month.element.product_reviews_score` | monthly review score           |
  | `product_reviews_score_by_month.element.date`                  | month                          |
  | `product_reviews_score_change.current`                         | current score                  |
  | `product_reviews_score_change.change_monthly`                  | monthly change                 |
  | `product_reviews_score_change.change_quarterly`                | quarterly change               |
  | `product_reviews_score_change.change_yearly`                   | yearly change                  |
  | `product_reviews_score_distribution.score_1`                   | 1-star count                   |
  | `product_reviews_score_distribution.score_2`                   | 2-star count                   |
  | `product_reviews_score_distribution.score_3`                   | 3-star count                   |
  | `product_reviews_score_distribution.score_4`                   | 4-star count                   |
  | `product_reviews_score_distribution.score_5`                   | 5-star count                   |

  ### Employee reviews

  Aggregate scores, breakdowns across 9 dimensions, and monthly time series with change metrics for each dimension.

  | Field                                      | Description                     |
  | ------------------------------------------ | ------------------------------- |
  | `company_employee_reviews_aggregate_score` | aggregate employee review score |
  | `company_employee_reviews_count`           | total employee reviews          |

  **Breakdown dimensions:** business\_outlook, career\_opportunities, ceo\_approval, compensation\_benefits, culture\_values, diversity\_inclusion, recommend, senior\_management, work\_life\_balance

  | Field pattern                                                           | Description                 |
  | ----------------------------------------------------------------------- | --------------------------- |
  | `employee_reviews_score_breakdown.{dimension}`                          | current score for dimension |
  | `employee_reviews_score_{dimension}_by_month.element.{dimension}_score` | monthly score               |
  | `employee_reviews_score_{dimension}_by_month.element.date`              | month                       |
  | `employee_reviews_score_{dimension}_change.current`                     | current score               |
  | `employee_reviews_score_{dimension}_change.change_monthly`              | monthly change              |
  | `employee_reviews_score_{dimension}_change.change_quarterly`            | quarterly change            |
  | `employee_reviews_score_{dimension}_change.change_yearly`               | yearly change               |
  | `employee_reviews_score_aggregated_by_month.element.aggregated_score`   | monthly aggregate score     |
  | `employee_reviews_score_aggregated_by_month.element.date`               | month                       |
  | `employee_reviews_score_aggregated_change.current`                      | current aggregate           |
  | `employee_reviews_score_aggregated_change.change_monthly`               | monthly change              |
  | `employee_reviews_score_aggregated_change.change_quarterly`             | quarterly change            |
  | `employee_reviews_score_aggregated_change.change_yearly`                | yearly change               |
  | `employee_reviews_score_distribution.score_1`                           | 1-star count                |
  | `employee_reviews_score_distribution.score_2`                           | 2-star count                |
  | `employee_reviews_score_distribution.score_3`                           | 3-star count                |
  | `employee_reviews_score_distribution.score_4`                           | 4-star count                |
  | `employee_reviews_score_distribution.score_5`                           | 5-star count                |

  ### Salary data

  | Field                                                                        | Description                  |
  | ---------------------------------------------------------------------------- | ---------------------------- |
  | `total_salary.element.title`                                                 | job title                    |
  | `total_salary.element.salary_p25`                                            | 25th percentile salary       |
  | `total_salary.element.salary_median`                                         | median salary                |
  | `total_salary.element.salary_p75`                                            | 75th percentile salary       |
  | `total_salary.element.currency`                                              | currency                     |
  | `total_salary.element.pay_period`                                            | pay period                   |
  | `total_salary.element.salary_updated_at`                                     | last updated                 |
  | `total_salary.element.salary_p25_annual_usd`                                 | 25th percentile (annual USD) |
  | `total_salary.element.salary_median_annual_usd`                              | median (annual USD)          |
  | `total_salary.element.salary_p75_annual_usd`                                 | 75th percentile (annual USD) |
  | `additional_pay.element.title`                                               | job title                    |
  | `additional_pay.element.currency`                                            | currency                     |
  | `additional_pay.element.pay_period`                                          | pay period                   |
  | `additional_pay.element.salary_updated_at`                                   | last updated                 |
  | `additional_pay.element.additional_pay_values.element.additional_pay_type`   | pay type                     |
  | `additional_pay.element.additional_pay_values.element.additional_pay_p25`    | 25th percentile              |
  | `additional_pay.element.additional_pay_values.element.additional_pay_median` | median                       |
  | `additional_pay.element.additional_pay_values.element.additional_pay_p75`    | 75th percentile              |

  ### Social followers

  | Field                                                         | Description                |
  | ------------------------------------------------------------- | -------------------------- |
  | `followers_count_linkedin`                                    | LinkedIn followers         |
  | `followers_count_twitter`                                     | X/Twitter followers        |
  | `followers_count_owler`                                       | Owler followers            |
  | `linkedin_followers_count_by_month.element.follower_count`    | monthly LinkedIn followers |
  | `linkedin_followers_count_by_month.element.date`              | month                      |
  | `linkedin_followers_count_change.current`                     | current followers          |
  | `linkedin_followers_count_change.change_monthly`              | monthly change             |
  | `linkedin_followers_count_change.change_monthly_percentage`   | monthly %                  |
  | `linkedin_followers_count_change.change_quarterly`            | quarterly change           |
  | `linkedin_followers_count_change.change_quarterly_percentage` | quarterly %                |
  | `linkedin_followers_count_change.change_yearly`               | yearly change              |
  | `linkedin_followers_count_change.change_yearly_percentage`    | yearly %                   |

  ### Company updates (LinkedIn posts)

  | Field                                                   | Description               |
  | ------------------------------------------------------- | ------------------------- |
  | `company_updates.element.description`                   | post content              |
  | `company_updates.element.date`                          | post date                 |
  | `company_updates.element.followers`                     | followers at time of post |
  | `company_updates.element.reactions_count`               | reactions                 |
  | `company_updates.element.comments_count`                | comments                  |
  | `company_updates.element.reshared_post_author`          | reshared author           |
  | `company_updates.element.reshared_post_author_url`      | reshared author URL       |
  | `company_updates.element.reshared_post_author_headline` | reshared author headline  |
  | `company_updates.element.reshared_post_description`     | reshared content          |
  | `company_updates.element.reshared_post_date`            | reshared date             |
  | `company_updates.element.reshared_post_followers`       | reshared author followers |

  ### Topics

  | Field                | Description           |
  | -------------------- | --------------------- |
  | `top_topics.element` | top associated topics |

  ***

  ## Person

  271 fields covering professional identity, current and historical employment, education, skills, certifications, publications, patents, GitHub activity, salary projections, and social activity.

  ### Core identity

  | Field                       | Description                |
  | --------------------------- | -------------------------- |
  | `member_id`                 | Landbase person identifier |
  | `member_full_name`          | full name                  |
  | `member_name_first`         | first name                 |
  | `member_name_last`          | last name                  |
  | `member_name_middle`        | middle name                |
  | `first_name_initial`        | first initial              |
  | `last_name_initial`         | last initial               |
  | `middle_name_initial`       | middle initial             |
  | `member_shorthand_names`    | shorthand names            |
  | `member_headline`           | LinkedIn headline          |
  | `member_description`        | profile summary            |
  | `member_job_title`          | current job title          |
  | `member_job_description`    | current job description    |
  | `job_title_for_search`      | normalized job title       |
  | `member_department`         | current department         |
  | `member_management_level`   | management level           |
  | `member_management_rank`    | management rank            |
  | `member_rank`               | person rank                |
  | `is_decision_maker`         | decision maker flag        |
  | `is_working`                | currently employed flag    |
  | `has_multiple_current_jobs` | multiple current jobs flag |
  | `estimated_member_age`      | estimated age              |

  ### Location

  | Field                         | Description |
  | ----------------------------- | ----------- |
  | `member_location_raw_address` | raw address |
  | `location_city`               | city        |
  | `member_state`                | state       |
  | `member_location_country`     | country     |
  | `member_location_regions`     | regions     |

  ### Social and web

  | Field                          | Description              |
  | ------------------------------ | ------------------------ |
  | `member_websites_linkedin`     | LinkedIn profile         |
  | `member_connections_count`     | LinkedIn connections     |
  | `member_follower_count`        | LinkedIn followers       |
  | `member_recommendations_count` | LinkedIn recommendations |
  | `github_url`                   | GitHub profile           |
  | `github_username`              | GitHub username          |
  | `github_contributions_count`   | GitHub contributions     |

  ### Current employment

  | Field                                          | Description                   |
  | ---------------------------------------------- | ----------------------------- |
  | `current_job_duration`                         | current job duration          |
  | `current_job_duration_months`                  | current job duration (months) |
  | `member_current_employments.company_id`        | company ID                    |
  | `member_current_employments.company_name`      | company name                  |
  | `member_current_employments.company_rank`      | company rank                  |
  | `member_current_employments.title`             | title                         |
  | `member_current_employments.department`        | department                    |
  | `member_current_employments.management_level`  | management level              |
  | `member_current_employments.description`       | role description              |
  | `member_current_employments.location`          | work location                 |
  | `member_current_employments.linkedin_url`      | company LinkedIn              |
  | `member_current_employments.website`           | company website               |
  | `member_current_employments.date_from`         | start date                    |
  | `member_current_employments.date_from_month`   | start month                   |
  | `member_current_employments.date_from_year`    | start year                    |
  | `member_current_employments.date_to`           | end date                      |
  | `member_current_employments.date_to_month`     | end month                     |
  | `member_current_employments.date_to_year`      | end year                      |
  | `member_current_employments.duration`          | duration                      |
  | `member_current_employments.duration_months`   | duration (months)             |
  | `member_current_employments.active_experience` | active flag                   |
  | `member_current_employments.order_in_profile`  | profile order                 |

  ### Full experience history

  | Field                                 | Description                  |
  | ------------------------------------- | ---------------------------- |
  | `member_experience.company_id`        | company ID                   |
  | `member_experience.company_name`      | company name                 |
  | `member_experience.company_is_b2b`    | company is B2B               |
  | `member_experience.company_is_b2c`    | company is B2C               |
  | `member_experience.title`             | title                        |
  | `member_experience.department`        | department                   |
  | `member_experience.management_level`  | management level             |
  | `member_experience.description`       | role description             |
  | `member_experience.location`          | location                     |
  | `member_experience.date_from`         | start date                   |
  | `member_experience.date_from_month`   | start month                  |
  | `member_experience.date_from_year`    | start year                   |
  | `member_experience.date_to`           | end date                     |
  | `member_experience.date_to_month`     | end month                    |
  | `member_experience.date_to_year`      | end year                     |
  | `member_experience.duration`          | duration                     |
  | `member_experience.duration_months`   | duration (months)            |
  | `member_experience.active_experience` | active flag                  |
  | `member_experience.order_in_profile`  | profile order                |
  | `total_experience_duration_months`    | total career length (months) |

  ### Career changes

  | Field                                  | Description                 |
  | -------------------------------------- | --------------------------- |
  | `experience_change_last_identified_at` | last career change detected |
  | `is_external_promotion`                | external promotion flag     |
  | `is_internal_promotion`                | internal promotion flag     |
  | `is_external_demotion`                 | external demotion flag      |
  | `is_internal_demotion`                 | internal demotion flag      |
  | `promotion_magnitude`                  | promotion magnitude         |
  | `demotion_magnitude`                   | demotion magnitude          |
  | `management_rank_change`               | management rank change      |

  ### Recent experience changes

  | Field                                                | Description              |
  | ---------------------------------------------------- | ------------------------ |
  | `experience_recently_started.company_id`             | new company ID           |
  | `experience_recently_started.company_name`           | new company name         |
  | `experience_recently_started.company_shorthand_name` | new company shorthand    |
  | `experience_recently_started.company_url`            | new company URL          |
  | `experience_recently_started.title`                  | new title                |
  | `experience_recently_started.date_from`              | start date               |
  | `experience_recently_started.date_to`                | end date                 |
  | `experience_recently_started.identification_date`    | detection date           |
  | `experience_recently_closed.company_id`              | former company ID        |
  | `experience_recently_closed.company_name`            | former company name      |
  | `experience_recently_closed.company_shorthand_name`  | former company shorthand |
  | `experience_recently_closed.company_url`             | former company URL       |
  | `experience_recently_closed.title`                   | former title             |
  | `experience_recently_closed.date_from`               | start date               |
  | `experience_recently_closed.date_to`                 | end date                 |
  | `experience_recently_closed.identification_date`     | detection date           |

  ### Experience breakdown

  | Field                                                                                          | Description          |
  | ---------------------------------------------------------------------------------------------- | -------------------- |
  | `total_experience_duration_months_breakdown_department.department`                             | department           |
  | `total_experience_duration_months_breakdown_department.total_experience_duration_months`       | months in department |
  | `total_experience_duration_months_breakdown_management_level.management_level`                 | management level     |
  | `total_experience_duration_months_breakdown_management_level.total_experience_duration_months` | months at level      |

  ### Education

  | Field                                       | Description              |
  | ------------------------------------------- | ------------------------ |
  | `education_degrees`                         | degree list              |
  | `last_graduation_date`                      | most recent graduation   |
  | `member_education.title`                    | institution name         |
  | `member_education.major`                    | field of study           |
  | `member_education.date_from`                | start date               |
  | `member_education.date_to`                  | end date                 |
  | `member_education.institution_url`          | institution website      |
  | `member_education.institution_full_address` | institution address      |
  | `member_education.activities_and_societies` | activities and societies |
  | `member_education.order_in_profile`         | profile order            |

  ### Skills and interests

  | Field               | Description       |
  | ------------------- | ----------------- |
  | `member_skills`     | current skills    |
  | `historical_skills` | historical skills |
  | `member_interests`  | interests         |
  | `services`          | offered services  |

  ### Certifications

  | Field                                        | Description          |
  | -------------------------------------------- | -------------------- |
  | `member_certifications.title`                | certification name   |
  | `member_certifications.issuer`               | issuing organization |
  | `member_certifications.issuer_url`           | issuer URL           |
  | `member_certifications.credential_id`        | credential ID        |
  | `member_certifications.certificate_url`      | certificate URL      |
  | `member_certifications.certificate_logo_url` | certificate logo     |
  | `member_certifications.date_from`            | issued date          |
  | `member_certifications.date_from_year`       | issued year          |
  | `member_certifications.date_from_month`      | issued month         |
  | `member_certifications.date_to`              | expiry date          |
  | `member_certifications.date_to_year`         | expiry year          |
  | `member_certifications.date_to_month`        | expiry month         |
  | `member_certifications.order_in_profile`     | profile order        |

  ### Languages

  | Field                               | Description       |
  | ----------------------------------- | ----------------- |
  | `member_languages.language`         | language          |
  | `member_languages.proficiency`      | proficiency level |
  | `member_languages.order_in_profile` | profile order     |

  ### Patents

  | Field                             | Description        |
  | --------------------------------- | ------------------ |
  | `patents_count`                   | patent count       |
  | `patents_topics`                  | patent topics      |
  | `member_patents.title`            | patent title       |
  | `member_patents.status`           | patent status      |
  | `member_patents.description`      | patent description |
  | `member_patents.patent_url`       | patent URL         |
  | `member_patents.patent_number`    | patent number      |
  | `member_patents.date`             | patent date        |
  | `member_patents.date_year`        | patent year        |
  | `member_patents.date_month`       | patent month       |
  | `member_patents.order_in_profile` | profile order      |

  ### Publications

  | Field                                  | Description        |
  | -------------------------------------- | ------------------ |
  | `publications_count`                   | publication count  |
  | `publications_topics`                  | publication topics |
  | `member_publications.title`            | publication title  |
  | `member_publications.description`      | description        |
  | `member_publications.publication_url`  | URL                |
  | `member_publications.publisher_names`  | publisher names    |
  | `member_publications.date`             | publication date   |
  | `member_publications.date_year`        | year               |
  | `member_publications.date_month`       | month              |
  | `member_publications.order_in_profile` | profile order      |

  ### Projects

  | Field                              | Description    |
  | ---------------------------------- | -------------- |
  | `projects_count`                   | project count  |
  | `projects_topics`                  | project topics |
  | `member_projects.name`             | project name   |
  | `member_projects.description`      | description    |
  | `member_projects.project_url`      | URL            |
  | `member_projects.date_from`        | start date     |
  | `member_projects.date_from_year`   | start year     |
  | `member_projects.date_from_month`  | start month    |
  | `member_projects.date_to`          | end date       |
  | `member_projects.date_to_year`     | end year       |
  | `member_projects.date_to_month`    | end month      |
  | `member_projects.order_in_profile` | profile order  |

  ### Awards

  | Field                            | Description          |
  | -------------------------------- | -------------------- |
  | `member_awards.title`            | award title          |
  | `member_awards.issuer`           | issuing organization |
  | `member_awards.description`      | description          |
  | `member_awards.date`             | award date           |
  | `member_awards.date_year`        | year                 |
  | `member_awards.date_month`       | month                |
  | `member_awards.order_in_profile` | profile order        |

  ### Courses

  | Field                             | Description      |
  | --------------------------------- | ---------------- |
  | `member_courses.organizer`        | course organizer |
  | `member_courses.title`            | course title     |
  | `member_courses.order_in_profile` | profile order    |

  ### Organizations

  | Field                                    | Description       |
  | ---------------------------------------- | ----------------- |
  | `member_organizations.organization_name` | organization name |
  | `member_organizations.position`          | position          |
  | `member_organizations.description`       | description       |
  | `member_organizations.date_from`         | start date        |
  | `member_organizations.date_from_year`    | start year        |
  | `member_organizations.date_from_month`   | start month       |
  | `member_organizations.date_to`           | end date          |
  | `member_organizations.date_to_year`      | end year          |
  | `member_organizations.date_to_month`     | end month         |
  | `member_organizations.order_in_profile`  | profile order     |

  ### Recommendations

  | Field                                     | Description         |
  | ----------------------------------------- | ------------------- |
  | `member_recommendations.recommendation`   | recommendation text |
  | `member_recommendations.referee_name`     | recommender name    |
  | `member_recommendations.referee_url`      | recommender URL     |
  | `member_recommendations.order_in_profile` | profile order       |

  ### Activity

  | Field                                | Description    |
  | ------------------------------------ | -------------- |
  | `member_activity.activity_url`       | activity URL   |
  | `member_activity.action`             | action type    |
  | `member_activity.title`              | activity title |
  | `member_activity.activity_timestamp` | timestamp      |
  | `member_activity.order_in_profile`   | profile order  |

  ### GitHub repos

  | Field                                      | Description        |
  | ------------------------------------------ | ------------------ |
  | `github_repos_summary.name`                | repo name          |
  | `github_repos_summary.summary`             | repo summary       |
  | `github_repos_summary.stars`               | star count         |
  | `github_repos_summary.contributions_count` | contribution count |

  ### Salary projections

  | Field                                                            | Description                    |
  | ---------------------------------------------------------------- | ------------------------------ |
  | `projected_base_salary_median`                                   | projected base salary (median) |
  | `projected_base_salary_p25`                                      | projected base salary (25th)   |
  | `projected_base_salary_p75`                                      | projected base salary (75th)   |
  | `projected_base_salary_currency`                                 | base salary currency           |
  | `projected_base_salary_period`                                   | base salary period             |
  | `projected_base_salary_updated_at`                               | last updated                   |
  | `projected_total_salary_median`                                  | projected total comp (median)  |
  | `projected_total_salary_p25`                                     | projected total comp (25th)    |
  | `projected_total_salary_p75`                                     | projected total comp (75th)    |
  | `projected_total_salary_currency`                                | total comp currency            |
  | `projected_total_salary_period`                                  | total comp period              |
  | `projected_total_salary_updated_at`                              | last updated                   |
  | `projected_additional_salary_currency`                           | additional comp currency       |
  | `projected_additional_salary_period`                             | additional comp period         |
  | `projected_additional_salary_updated_at`                         | last updated                   |
  | `projected_additional_salary.projected_additional_salary_type`   | additional comp type           |
  | `projected_additional_salary.projected_additional_salary_p25`    | additional comp (25th)         |
  | `projected_additional_salary.projected_additional_salary_median` | additional comp (median)       |
  | `projected_additional_salary.projected_additional_salary_p75`    | additional comp (75th)         |

  ***

  ## Job posting

  66 fields covering active and historical job listings with titles, locations, functions, industries, seniority, salary, and status tracking.

  | Field                                              | Description                 |
  | -------------------------------------------------- | --------------------------- |
  | `id`                                               | job posting ID              |
  | `linkedin_job_id`                                  | LinkedIn job ID             |
  | `company_id`                                       | company ID                  |
  | `company_name`                                     | company name                |
  | `company_url`                                      | company URL                 |
  | `title`                                            | job title                   |
  | `job_title_for_search`                             | normalized title            |
  | `description`                                      | full job description        |
  | `employment_type`                                  | employment type             |
  | `seniority`                                        | seniority level             |
  | `salary`                                           | salary                      |
  | `location`                                         | location string             |
  | `country`                                          | country                     |
  | `job_posting_location.city`                        | city                        |
  | `job_posting_location.state`                       | state                       |
  | `job_posting_location.country`                     | country                     |
  | `job_posting_location.job_post_address_for_search` | searchable address          |
  | `url`                                              | posting URL                 |
  | `external_url`                                     | external application URL    |
  | `redirected_url`                                   | redirected URL              |
  | `redirected_url_hash`                              | redirected URL hash         |
  | `hash`                                             | posting hash                |
  | `application_active`                               | application active flag     |
  | `applicants_count`                                 | applicant count             |
  | `time_posted`                                      | time posted                 |
  | `created`                                          | created date                |
  | `last_updated`                                     | last updated                |
  | `last_updated_ux`                                  | last updated (UX timestamp) |
  | `deleted`                                          | deleted flag                |

  ### Job functions

  | Field                                                             | Description            |
  | ----------------------------------------------------------------- | ---------------------- |
  | `job_functions_collection.element.id`                             | function assignment ID |
  | `job_functions_collection.element.function_id`                    | function ID            |
  | `job_functions_collection.element.job_id`                         | job ID                 |
  | `job_functions_collection.element.job_function_list.function`     | function name          |
  | `job_functions_collection.element.job_function_list.id`           | function list ID       |
  | `job_functions_collection.element.job_function_list.hash`         | hash                   |
  | `job_functions_collection.element.job_function_list.created`      | created                |
  | `job_functions_collection.element.job_function_list.last_updated` | updated                |
  | `job_functions_collection.element.created`                        | created                |
  | `job_functions_collection.element.last_updated`                   | updated                |
  | `job_functions_collection.element.deleted`                        | deleted                |

  ### Job industries

  | Field                                                              | Description            |
  | ------------------------------------------------------------------ | ---------------------- |
  | `job_industries_collection.element.id`                             | industry assignment ID |
  | `job_industries_collection.element.industry_id`                    | industry ID            |
  | `job_industries_collection.element.job_id`                         | job ID                 |
  | `job_industries_collection.element.job_industry_list.industry`     | industry name          |
  | `job_industries_collection.element.job_industry_list.id`           | industry list ID       |
  | `job_industries_collection.element.job_industry_list.hash`         | hash                   |
  | `job_industries_collection.element.job_industry_list.created`      | created                |
  | `job_industries_collection.element.job_industry_list.last_updated` | updated                |
  | `job_industries_collection.element.created`                        | created                |
  | `job_industries_collection.element.last_updated`                   | updated                |
  | `job_industries_collection.element.deleted`                        | deleted                |

  ### Job status log

  | Field                                            | Description  |
  | ------------------------------------------------ | ------------ |
  | `job_status_log_collection.element.id`           | log entry ID |
  | `job_status_log_collection.element.job_id`       | job ID       |
  | `job_status_log_collection.element.status`       | status       |
  | `job_status_log_collection.element.created`      | created      |
  | `job_status_log_collection.element.last_updated` | updated      |
  | `job_status_log_collection.element.deleted`      | deleted      |

  ***

  ## Conference member

  37 fields covering conference attendees with company and contact matching.

  | Field                               | Description                    |
  | ----------------------------------- | ------------------------------ |
  | `conference_name`                   | conference name                |
  | `conference_status`                 | conference status              |
  | `member_name_first`                 | first name                     |
  | `member_name_last`                  | last name                      |
  | `member_job_title`                  | job title                      |
  | `job_title_for_search`              | normalized title               |
  | `member_location_city`              | city                           |
  | `member_location_state`             | state                          |
  | `member_location_country`           | country                        |
  | `member_websites_linkedin`          | LinkedIn profile               |
  | `member_websites_linkedin_in_src`   | LinkedIn (source)              |
  | `member_email.email_address`        | email address                  |
  | `member_email.rank`                 | email rank                     |
  | `member_email.status`               | email status                   |
  | `member_email.last_updated_date`    | email last updated             |
  | `member_email.source_names.element` | email sources                  |
  | `member_email.statuses.element`     | email statuses                 |
  | `email_in_src`                      | email (from source)            |
  | `email9_in_src`                     | email 9 (from source)          |
  | `email20_in_src`                    | email 20 (from source)         |
  | `company_name`                      | company name                   |
  | `company_industry`                  | company industry               |
  | `company_employees_count`           | company employee count         |
  | `company_annual_revenue`            | company annual revenue         |
  | `company_total_funding`             | company total funding          |
  | `company_phone_number`              | company phone                  |
  | `company_phone_number_in_src`       | company phone (from source)    |
  | `company_linkedin_url`              | company LinkedIn               |
  | `company_linkedin_url_in_src`       | company LinkedIn (from source) |
  | `company_street`                    | company street                 |
  | `company_city`                      | company city                   |
  | `company_state`                     | company state                  |
  | `company_country`                   | company country                |
  | `company_zipcode`                   | company zip                    |
  | `company_founded_year`              | company founded year           |
  | `website`                           | company website                |
  | `website_alias.element`             | alternate domains              |
  | `comp_domain_in_src`                | company domain (from source)   |
  | `comp_url_in_src`                   | company URL (from source)      |
  | `domain_in_src`                     | domain (from source)           |
  | `website_orig_in_src`               | original website (from source) |
  | `confidence_score`                  | match confidence score         |

  ***

  ## Walmart seller

  27 fields covering Walmart Marketplace seller profiles.

  | Field                                                   | Description                  |
  | ------------------------------------------------------- | ---------------------------- |
  | `seller_id`                                             | seller ID                    |
  | `catalog_seller_id`                                     | catalog seller ID            |
  | `seller_name`                                           | seller name                  |
  | `seller_display_name`                                   | display name                 |
  | `seller_about_us`                                       | about us text                |
  | `seller_type`                                           | seller type                  |
  | `seller_email`                                          | seller email                 |
  | `seller_phone`                                          | seller phone                 |
  | `seller_logo_url`                                       | logo URL                     |
  | `url`                                                   | seller page URL              |
  | `website`                                               | seller website               |
  | `address1`                                              | address line 1               |
  | `address2`                                              | address line 2               |
  | `city`                                                  | city                         |
  | `state`                                                 | state                        |
  | `country`                                               | country                      |
  | `country_code`                                          | country code                 |
  | `postal_code`                                           | postal code                  |
  | `seller_tax_policy`                                     | tax policy                   |
  | `has_seller_badge`                                      | seller badge flag            |
  | `is_alcohol_seller`                                     | alcohol seller flag          |
  | `is_address_visibility_exempted`                        | address visibility exemption |
  | `is_contact_visibility_exempted`                        | contact visibility exemption |
  | `marketplace_local_store_v2`                            | local store flag             |
  | `mwm_seller`                                            | MWM seller flag              |
  | `deactivation_status`                                   | deactivation status          |
  | `seller_reviews.review_summary.average_overall_rating`  | average rating               |
  | `seller_reviews.review_summary.reviews_with_text_count` | reviews with text            |
  | `seller_reviews.review_summary.total_review_count`      | total review count           |

  ***

  ## CRE broker

  21 fields covering commercial real estate brokerages.

  | Field                       | Description                |
  | --------------------------- | -------------------------- |
  | `name`                      | brokerage name             |
  | `website`                   | website                    |
  | `domain`                    | domain                     |
  | `city`                      | city                       |
  | `state`                     | state                      |
  | `country`                   | country                    |
  | `numberOfEmployees`         | employee count             |
  | `numberOfOffices`           | office count               |
  | `specialties`               | specialties                |
  | `saleTransactionVolume`     | sale transaction volume    |
  | `saleTransactionCount`      | sale transaction count     |
  | `saleTransactionArea`       | sale transaction area      |
  | `saleListingCount`          | active sale listing count  |
  | `saleListingArea`           | active sale listing area   |
  | `leaseListingCount`         | active lease listing count |
  | `leaseListingArea`          | active lease listing area  |
  | `leaseListingAreaAvailable` | available lease area       |
  | `ownedPropertyCount`        | owned property count       |
  | `managedPropertyCount`      | managed property count     |
  | `enrich_id`                 | enrichment ID              |
  | `file_name`                 | source file                |

  ***

  ## CRE property manager

  16 fields covering commercial real estate property management firms.

  | Field                   | Description                |
  | ----------------------- | -------------------------- |
  | `key`                   | property manager key       |
  | `name`                  | firm name                  |
  | `domain`                | domain                     |
  | `website`               | website                    |
  | `city`                  | city                       |
  | `state`                 | state                      |
  | `country`               | country                    |
  | `numberOfEmployees`     | employee count             |
  | `numberOfOffices`       | office count               |
  | `specialties`           | specialties                |
  | `leaseListingCount`     | active lease listing count |
  | `managedPropertyCount`  | managed property count     |
  | `ownedPropertyCount`    | owned property count       |
  | `saleListingCount`      | active sale listing count  |
  | `saleTransactionCount`  | sale transaction count     |
  | `saleTransactionVolume` | sale transaction volume    |

  ***

  ## CRE developer

  15 fields covering commercial real estate developers.

  | Field                   | Description                   |
  | ----------------------- | ----------------------------- |
  | `locationName`          | developer name                |
  | `ownerType`             | owner type                    |
  | `primaryPropertyType`   | primary property type         |
  | `areaUnderConstruction` | area under construction       |
  | `numberOfForSales`      | properties for sale           |
  | `numberOfProperties`    | total properties              |
  | `forSalePriceTotal`     | total for-sale price          |
  | `averageSqFtTotal`      | average square footage        |
  | `buildingSqFtTotal`     | total building square footage |
  | `cityId`                | city ID                       |
  | `stateId`               | state ID                      |
  | `countryId`             | country ID                    |
  | `enrich_id`             | enrichment ID                 |
  | `domain`                | domain                        |
  | `file_name`             | source file                   |

  ***

  ## CRE apartment owner

  9 fields covering apartment portfolio owners.

  | Field          | Description          |
  | -------------- | -------------------- |
  | `companyKey`   | company key          |
  | `locationName` | owner name           |
  | `cityId`       | city ID              |
  | `stateId`      | state ID             |
  | `countryId`    | country ID           |
  | `aptUnits`     | apartment unit count |
  | `enrich_id`    | enrichment ID        |
  | `domain`       | domain               |
  | `file_name`    | source file          |

  ***

  ## Referencing fields in queries

  Fields can be referenced by exact name in a natural-language prompt to `--agent=advanced_dataset_creator`. The agent translates the prompt — including any explicit field names, operators, and values — into SQL.

  ```bash theme={null}
  landbase-cli search --agent=advanced_dataset_creator --session=demo \
    "Find companies in California with employees_count > 500 and
     employees_count_breakdown_by_department.employees_count_technical > 100.
     Return company_name, website, employees_count, and the technical headcount."
  ```

  Exact field names give precise control over filters and output columns. Natural-language descriptions (e.g. "technical headcount" instead of `employees_count_breakdown_by_department.employees_count_technical`) also work — the agent resolves them to the corresponding fields.

  ## Related pages

  * [Advanced Audience Search](/docs/capabilities/advanced-audience-search) — capabilities, query patterns, and use cases for Advanced Dataset Creator
  * [Premium Datasets](/docs/capabilities/premium-datasets) — enterprise-only datasets that extend the fields listed here
  * [What can you do with the CLI?](/docs/what-can-you-do-with-the-cli) — full CLI command reference
</div>