Open Due August 31, 2026 0 submitted

Who builds and owns in Berkeley: active real-estate players

The companies actually shaping Berkeley development, California: developers, property owners, architects, contractors, and affordable-housing nonprofits, each tied to the Berkeley projects that prove they are active.

What to deliver

  • 2 minimum · 6 preferred · 42 maximum files
  • How much of each field to fill is spelled out below
  • 220 MB total, at most
  • Every file gets a tamper-proof fingerprint on upload
  • 1+ “documentation” file
  • 1+ “evidence” file

Accepted formats

.MD.PDF.TXT.PNG.JPG.JPEG.CSV.XLSX

What each record needs

org_nametextRequired

Organization name. The company, partnership, or nonprofit as it appears in the public record.

Produce it: Legal or trading name as the record writes it. Organizations only. Never an individual's name, even if they are a sole developer.

Output path: org_name

Coverage: 100 minimum populated · 125 preferred · 150 maximum · 100% minimum · 100% target

Flat-file columns: nameorgcompany

Example: Fourth Street Partners LLC

Missing values: Not allowed.

Source: The record the name was read from.

Buyer review: Any row naming a natural person fails the submission outright.

org_typetextRequired

Organization type. The role this organization plays in Berkeley projects.

Produce it: Exactly one of: developer, property_owner, architect, general_contractor, affordable_housing_nonprofit, investor, land_use_consultant. Pick the role the Berkeley records actually show them in.

Output path: org_type

Coverage: 100 minimum populated · 125 preferred · 150 maximum · 100% minimum · 100% target

Flat-file columns: typerole

Example: developer

Missing values: Not allowed.

Buyer review: Role must be supported by the cited Berkeley project.

berkeley_project_countintegerRequired

Berkeley projects found. How many distinct Berkeley projects this organization appears on.

Produce it: Count of distinct city case numbers you found them on. Minimum 1; an organization with no Berkeley project does not belong in this dataset.

Output path: berkeley_project_count

Coverage: 100 minimum populated · 125 preferred · 150 maximum · 100% minimum · 100% target

Flat-file columns: project_countcount

Example: 3

Missing values: Not allowed.

Source: Cite where the value came from.

Buyer review: Re-count from the cited cases. Inflated counts fail the submission.

example_case_numberstextRequired

Example Berkeley case numbers. City case numbers proving this organization is active in Berkeley.

Produce it: Up to three city case numbers, semicolon separated. At least one required. These are what make the row verifiable.

Output path: example_case_numbers

Coverage: 100 minimum populated · 125 preferred · 150 maximum · 100% minimum · 100% target

Flat-file columns: casesprojects

Example: ZP2024-0123; ZP2023-0088

Missing values: Not allowed.

Source: Cite where the value came from.

Buyer review: Open a sampled case. If the organization does not appear on it, the row fails.

example_project_addresstextRequired

Example project address. Address of one Berkeley project the organization worked on.

Produce it: Street address plus 'Berkeley, CA'. Must correspond to one of the cited case numbers.

Output path: example_project_address

Coverage: 100 minimum populated · 125 preferred · 150 maximum · 100% minimum · 100% target

Flat-file columns: address

Example: 1900 Fourth Street, Berkeley, CA

Missing values: Not allowed.

Source: Cite where the value came from.

Buyer review: Address must match the cited case.

headquarters_citytextOptional

Headquarters city. City the organization is based in.

Produce it: City name only. Tells us whether Berkeley development is local or out-of-town capital.

Output path: headquarters_city

Coverage: 70 minimum populated · 110 preferred · 150 maximum · 60% minimum · 85% target

Flat-file columns: cityhq_city

Example: Oakland

Missing values: Allowed When no public record states a business address..

Source: Cite where the value came from.

Buyer review: Must match a public business record.

headquarters_statetextOptional

Headquarters state. US state or territory the organization is based in.

Produce it: Two-letter uppercase code, for example CA. Blank if the headquarters is outside the United States, and say so in the notes.

Output path: headquarters_state

Coverage: 70 minimum populated · 110 preferred · 150 maximum · 60% minimum · 85% target

Flat-file columns: statehq_state

Example: CA

Missing values: Allowed When the headquarters is outside the United States or not publicly stated..

Source: Cite where the value came from.

Buyer review: Must be a valid two-letter code.

entity_registration_idtextOptional

Business registration number. California Secretary of State entity number, where the organization is registered.

Produce it: The entity number as the state publishes it. Blank if the organization is not registered in California or you cannot find it.

Output path: entity_registration_id

Coverage: 40 minimum populated · 90 preferred · 150 maximum · 30% minimum · 70% target

Flat-file columns: entity_idsos_number

Example: 202312345678

Missing values: Allowed When the organization has no findable California registration..

Source: The state business search record.

Buyer review: A registration number that does not resolve on the state site fails the field.

website_urlurlOptional

Website. The organization's public website.

Produce it: Working public URL. Blank if the organization has none.

Output path: website_url

Coverage: 50 minimum populated · 100 preferred · 150 maximum · 40% minimum · 75% target

Flat-file columns: website

Example: https://example-developer.com

Missing values: Allowed When the organization has no public website..

Buyer review: Sampled URLs must resolve.

first_seen_yearintegerOptional

First year active in Berkeley. Earliest year you found this organization on a Berkeley project.

Produce it: Four-digit year of the earliest cited case. Read from the record, not guessed from company age.

Output path: first_seen_year

Coverage: 70 minimum populated · 110 preferred · 150 maximum · 60% minimum · 85% target

Flat-file columns: first_year

Example: 2019

Missing values: Allowed When no filing date can be established from the cited cases..

Source: Cite where the value came from.

Buyer review: Must match the earliest cited case.

source_urlurlRequired

Source URL. Public link to the record this row was read from.

Produce it: A working public URL on berkeleyca.gov, an official permit portal, the state legislature site, or another official host. No paywalled or login-gated links.

Output path: source_url

Coverage: 100 minimum populated · 125 preferred · 150 maximum · 100% minimum · 100% target

Flat-file columns: urllinksource

Example: https://berkeleyca.gov/construction-development/land-use-development/zoning-adjustments-board

Missing values: Not allowed.

Source: This column is the source link.

Buyer review: Sampled links must resolve publicly and must contain the claimed information.

captured_atdateRequired

Date captured. The date this row was read from its source.

Produce it: ISO 8601, YYYY-MM-DD. Must be within 60 days of submission.

Output path: captured_at

Coverage: 100 minimum populated · 125 preferred · 150 maximum · 100% minimum · 100% target

Flat-file columns: datecaptured_at

Example: 2026-08-12

Missing values: Not allowed.

Buyer review: Reject rows captured more than 60 days before submission.

View the full field spec
{
  "type": "array",
  "items": {
    "type": "object",
    "required": [
      "org_name",
      "org_type",
      "berkeley_project_count",
      "example_case_numbers",
      "example_project_address",
      "source_url",
      "captured_at"
    ],
    "properties": {
      "org_name": {
        "type": "string",
        "title": "Organization name",
        "examples": [
          "Fourth Street Partners LLC"
        ],
        "maxLength": 200,
        "minLength": 2,
        "description": "The company, partnership, or nonprofit as it appears in the public record."
      },
      "org_type": {
        "type": "string",
        "title": "Organization type",
        "examples": [
          "developer"
        ],
        "description": "The role this organization plays in Berkeley projects."
      },
      "source_url": {
        "type": "string",
        "title": "Source URL",
        "format": "uri",
        "examples": [
          "https://berkeleyca.gov/construction-development/land-use-development/zoning-adjustments-board"
        ],
        "maxLength": 500,
        "description": "Public link to the record this row was read from."
      },
      "captured_at": {
        "type": "string",
        "title": "Date captured",
        "format": "date",
        "examples": [
          "2026-08-12"
        ],
        "description": "The date this row was read from its source."
      },
      "website_url": {
        "type": "string",
        "title": "Website",
        "format": "uri",
        "examples": [
          "https://example-developer.com"
        ],
        "maxLength": 500,
        "description": "The organization's public website."
      },
      "first_seen_year": {
        "type": "integer",
        "title": "First year active in Berkeley",
        "maximum": 2026,
        "minimum": 1900,
        "examples": [
          "2019"
        ],
        "description": "Earliest year you found this organization on a Berkeley project."
      },
      "headquarters_city": {
        "type": "string",
        "title": "Headquarters city",
        "examples": [
          "Oakland"
        ],
        "maxLength": 100,
        "description": "City the organization is based in."
      },
      "headquarters_state": {
        "type": "string",
        "title": "Headquarters state",
        "examples": [
          "CA"
        ],
        "maxLength": 2,
        "description": "US state or territory the organization is based in."
      },
      "example_case_numbers": {
        "type": "string",
        "title": "Example Berkeley case numbers",
        "examples": [
          "ZP2024-0123; ZP2023-0088"
        ],
        "maxLength": 300,
        "minLength": 3,
        "description": "City case numbers proving this organization is active in Berkeley."
      },
      "berkeley_project_count": {
        "type": "integer",
        "title": "Berkeley projects found",
        "maximum": 500,
        "minimum": 1,
        "examples": [
          "3"
        ],
        "description": "How many distinct Berkeley projects this organization appears on."
      },
      "entity_registration_id": {
        "type": "string",
        "title": "Business registration number",
        "examples": [
          "202312345678"
        ],
        "maxLength": 50,
        "description": "California Secretary of State entity number, where the organization is registered."
      },
      "example_project_address": {
        "type": "string",
        "title": "Example project address",
        "examples": [
          "1900 Fourth Street, Berkeley, CA"
        ],
        "maxLength": 200,
        "minLength": 8,
        "description": "Address of one Berkeley project the organization worked on."
      }
    },
    "additionalProperties": false
  },
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "minItems": 100
}

Record relationships

No cross-field rules are required.

Files and relationships

documentation

Methodology write-up

One file, plain prose is fine.

1 minimum · 1 preferred · 2 maximum files · .md, .pdf, .txt · 10 MB each
evidence

Project and registration evidence

Must collectively cover at least 15 percent of submitted rows.

1 minimum · 5 preferred · 40 maximum files · .pdf, .png, .jpg, .jpeg, .csv, .xlsx · 25 MB each

Rights and sourcing

  • Must be free to use commercially
  • Whoever delivers it confirms they have the right to share it
AcceptedCC0-1.0CC-BY-4.0ODC-BY-1.0

Additional instructions

Knowing which firms are repeatedly active in Berkeley tells you who to talk to, who to expect across the table, and where the real capacity sits. That map only exists today in the heads of people who read every hearing agenda.