Welcome to the data dictionary reference guide. Below you will find the field mapping, structural data types, and sample entries for our integrated datasets.
These dictionaries map the structure of our core financial and operational tracking systems. Depending on the dataset, you can expect to find fields related to:
Updating Sources: As new CSVs are ingested into our tracking environment, their schema structures will be appended to this directory to maintain consistency across all data dashboards.
Data dictionary mapping the fields, types, and sample values for the Budgeted Revenues dataset (excluding RCRA).
| Column Name | Data Type | Non-Null Count | Unique Count | Sample Values |
|---|---|---|---|---|
| accountdescription | object |
13,575 | 225 | ['INT & INVEST/Fiscal Agent', 'INT & INVEST/Interest On Loans', 'INT & INVEST/Interest-Investmt'] |
| accountid | int64 |
13,575 | 1,096 | [27583, 27584, 28011] |
| accountstatus | object |
13,575 | 3 | ['Active', 'Closed', 'Inactive'] |
| accounttype | object |
13,575 | 1 | ['Revenue'] |
| actual | float64 |
13,575 | 9,439 | [9.5, 19.0, 100.0] |
| charactercode | object |
13,575 | 19 | ['36', '34', '61'] |
| charactercodedescription | object |
13,575 | 19 | ['USE OF MONEY&PROPRTY', 'LICENSES,PRMITS&FEES', 'LOAN/BOND PROCEEDS'] |
| department | float64 |
0 | 0 | [] |
| departmentgroup | float64 |
0 | 0 | [] |
| entity | object |
13,575 | 1 | ['City'] |
| fiscalmonth | object |
13,575 | 49 | ['08/01/2022 12:00:00 AM', '12/01/2022 12:00:00 AM', '04/01/2023 12:00:00 AM'] |
| fiscalyear | int64 |
13,575 | 5 | [2023, 2024, 2026] |
| fullaccount | object |
13,575 | 1,096 | ['2001.23.236.000...361702.0NC01', '2001.23.236.000...361702.0ND01'] |
| functiondescription | float64 |
0 | 0 | [] |
| functiongroup | float64 |
0 | 0 | [] |
| fund | object |
13,575 | 92 | ['GENERAL CAPITAL FUND', 'CAL-HOME GRANT FUND', 'RHA-CENTRAL OFFICE COST CNTR'] |
| fundcode | int64 |
13,575 | 92 | [2001, 1209, 4501] |
| fundgroup | float64 |
0 | 0 | [] |
| object | object |
13,575 | 220 | ['INT & INVEST/Fiscal Agent', 'INT & INVEST/Interest On Loans', 'INT & INVEST/Interest-Investmt'] |
| objectcode | int64 |
13,575 | 220 | [361702, 361707, 361711] |
| organization | object |
13,575 | 223 | ['CAP OUTLAY-PW/CIP DIV', 'CAL-HOME', 'RHA-CENTRAL OFFICE ADMN DIV'] |
| organizationcode | int64 |
13,575 | 223 | [20136031, 12931063, 45141191] |
| originalbudget | float64 |
13,575 | 744 | [0.0, 33686675.0, 4000000.0] |
| project | object |
13,575 | 322 | ['COSCO BUSAN/PT MOLATE BEACH', 'COSCO BUSAN/MARINA BAY TRAIL', 'UNKNOWN'] |
| projectcode | object |
2,130 | 329 | ['0NC01', '0ND01', 'EOP01'] |
| revisedbudget | float64 |
13,575 | 1,192 | [0.0, 65020.82, 1290.0] |
| segment2 | object |
13,575 | 29 | ['PUBLIC WORK & ENGINEERING SVCS', 'HOUSING DEPARTMENT-COR', 'RICHMOND HSING AUTHORITY(RHA)'] |
| segment2code | int64 |
13,575 | 29 | [23, 33, 34] |
| segment3 | object |
13,575 | 81 | ['INFR&MAINT/CIP', 'HD/HOUSING DIVISION(COR)', 'RHA-CENTRAL OFFICE'] |
| segment3code | int64 |
13,575 | 81 | [236, 331, 451] |
| segment4 | object |
13,575 | 65 | ['SUB-DIVISION', 'RHA-ADMINISTRATION', 'BUILDING REGULATIONS'] |
| segment4code | int64 |
13,575 | 65 | [0, 121, 66] |
| segment5 | float64 |
0 | 0 | [] |
| segment5code | int64 |
13,575 | 1 | [0] |
| segment6 | float64 |
0 | 0 | [] |
| segment6code | int64 |
13,575 | 1 | [0] |
| segment7 | object |
13,575 | 22 | ['FUNDING SOURCE', 'WIA SYEP IN SCHOOL', 'SUMMER YOUTH DONATED FUNDS'] |
| segment7code | int64 |
13,575 | 22 | [0, 1211, 1289] |
| segment8 | object |
13,575 | 23 | ['PUBLIC WORKS', 'HOUSING', 'RICHMOND HOUSING AUTHORITY'] |
| segment8code | int64 |
13,575 | 23 | [431, 463, 991] |
| uniqueid | object |
13,575 | 13,575 | ['2023-2-27583', '2023-2-27584', '2023-2-28011'] |
| budgettrfsadjs | float64 |
13,575 | 514 | [0.0, 65020.82, 1290.0] |
| availablebudget | float64 |
13,575 | 10,305 | [-9.5, -19.0, -100.0] |
| percentreceived | float64 |
2,020 | 598 | [1.104277, 34.149511, 0.082035] |
| object_prefix | object |
13,575 | 30 | ['INT & INVEST', 'FEES', 'PERMITS'] |
| object_suffix | object |
13,575 | 219 | ['FISCAL AGENT', 'INTEREST ON LOANS', 'INTEREST-INVESTMT'] |
Data dictionary mapping the fields, types, and sample values for the Budgeted Expenses dataset (Group 2, excluding RCRA).
| Column Name | Data Type | Non-Null Count | Unique Count | Sample Values |
|---|---|---|---|---|
| accountdescription | object |
50,285 | 339 | ['P-ROLL BEN/Unemployment Ins', 'P-ROLL BEN/PERS-Misc', 'P-ROLL BEN/PERS-Misc (UAL)'] |
| accountid | int64 |
50,285 | 6,069 | [10226, 43393, 43395] |
| accountstatus | object |
50,285 | 3 | ['Active', 'Closed', 'Inactive'] |
| accounttype | object |
50,285 | 1 | ['Expense'] |
| actual | float64 |
50,285 | 24,637 | [148.2, 8473.61, 7118.9] |
| charactercode | object |
50,285 | 25 | ['41', '40', '42'] |
| charactercodedescription | object |
50,285 | 15 | ['PYRLL/FRINGE BENEFIT', 'SALARIES AND WAGES', 'PROF & ADMIN'] |
| department | float64 |
0 | 0 | [] |
| departmentgroup | float64 |
0 | 0 | [] |
| entity | object |
50,285 | 1 | ['City'] |
| fiscalmonth | object |
50,285 | 52 | ['7/1/2025 0:00', '8/1/2025 0:00', '9/1/2025 0:00'] |
| fiscalyear | int64 |
50,285 | 6 | [2026, 2025, 2022] |
| fullaccount | object |
50,285 | 6,069 | ['0001.13.131.000...400116.', '0001.13.131.000...400149.'] |
| functiondescription | float64 |
0 | 0 | [] |
| functiongroup | float64 |
0 | 0 | [] |
| fund | object |
50,285 | 88 | ['GENERAL FUND', 'KIDS FIRST INITIATIVE', 'INSURANCE RESERVES'] |
| fundcode | int64 |
50,285 | 88 | [1, 1303, 5001] |
| fundgroup | float64 |
0 | 0 | [] |
| object | object |
50,285 | 319 | ['P-ROLL BEN/Unemployment Ins', 'P-ROLL BEN/PERS-Misc'] |
| objectcode | int64 |
50,285 | 319 | [400116, 400149, 400151] |
| organization | object |
50,285 | 343 | ['GF-CITY MNGR ADMIN DIV', 'INTERNAL SERVICES-DPT YOUTH SV'] |
| organizationcode | int64 |
50,285 | 349 | [1131013, 13371018, 1242155] |
| originalbudget | float64 |
50,285 | 3,579 | [2280.0, 121170.0, 109520.0] |
| project | object |
50,285 | 490 | ['UNKNOWN', 'SUPPORT FOR WCCUSD LABOR NEGOTIATIO'] |
| projectcode | object |
5,318 | 493 | ['25005', '23011', '23021'] |
| revisedbudget | float64 |
50,285 | 4,807 | [2280.0, 121170.0, 109520.0] |
| segment2 | object |
50,285 | 32 | ['CITY MANAGER', 'INTERNAL SERVICES PROGRAM'] |
| segment2code | int64 |
50,285 | 32 | [13, 37, 24] |
| segment3 | object |
50,285 | 98 | ['CITY MANGER/ADMINISTRATION', 'INTERNAL SERVCS/ADMINISTRATION'] |
| segment3code | int64 |
50,285 | 98 | [131, 371, 242] |
| segment4 | object |
50,285 | 87 | ['SUB-DIVISION', 'REFERENCE SVCS', 'CASH MANAGEMENT'] |
| segment4code | int64 |
50,285 | 87 | [0, 51, 77] |
| segment5 | float64 |
0 | 0 | [] |
| segment5code | int64 |
50,285 | 1 | [0] |
| segment6 | float64 |
0 | 0 | [] |
| segment6code | int64 |
50,285 | 1 | [0] |
| segment7 | object |
50,285 | 68 | ['FUNDING SOURCE', 'EMPLOYMENT & TRAIN SALARY POOL'] |
| segment7code | int64 |
50,285 | 68 | [0, 1295, 1293] |
| segment8 | object |
50,285 | 24 | ['EXECUTIVE', 'INTERNAL SERVICES', 'LIBRARY'] |
| segment8code | int64 |
50,285 | 24 | [413, 418, 455] |
| uniqueid | object |
50,285 | 50,285 | ['2026-1-10226', '2026-1-43393', '2026-1-43395'] |
| balance_remaining | float64 |
50,285 | 28,298 | [2131.8, 112696.39, 102401.1] |
Data dictionary mapping the fields, types, and sample values for the external Vendor and Entity dataset.
| Column Name | Data Type | Non-Null Count | Unique Count | Sample Values |
|---|---|---|---|---|
| City | object |
12,422 | 996 | ['HAYWARD', 'SANTA ROSA', 'EL SEGUNDO'] |
| Country | float64 |
0 | 0 | [] |
| IsWomenOrMinorityBusinessEnterprise | bool |
12,433 | 1 | ['False'] |
| Phone | float64 |
0 | 0 | [] |
| State | object |
12,418 | 54 | ['CA', 'MO', 'TX'] |
| VendorId | int64 |
12,433 | 12,433 | ['1', '10000', '10001'] |
| VendorName | object |
12,433 | 11,697 | ['AA OFFICE EQUIPMENT CO INC', 'JOHN HICKS', 'WALLACE LABORATORIES LLC'] |
| WebAddress | object |
1,592 | 1,580 | ['WLABS.COM', 'DOUGLASHOLLIS.COM', 'LOSCENZONTLES.COM'] |
| Zip | object |
12,421 | 2,226 | ['94545', '95402', '90245'] |
| VendorType | object |
12,429 | 17 | ['STANDARD VENDOR', 'REFUND', 'DISABILITY PAYMENT'] |
| Employee | bool |
12,433 | 2 | ['False', 'True'] |
Data dictionary mapping the fields, types, and sample values for the Payroll and Employee Compensation dataset.
| Column Name | Data Type | Non-Null Count | Unique Count | Sample Values |
|---|---|---|---|---|
| AccountDescription | object |
11,697 | 64 | ['P-ROLL BEN/Medicare Tax-ER Shr', 'OTHER PAY/Vacation Lve Payout', 'P-ROLL BEN/Worker Comp-Clerica'] |
| AccountStatus | object |
11,697 | 1 | ['Active'] |
| AccountType | object |
11,697 | 2 | ['Expense', 'UNKNOWN'] |
| BasePay | float64 |
11,697 | 691 | ['0.0', '1697.4', '282.9'] |
| BenefitsAmount | float64 |
11,697 | 2,968 | ['317.05', '0.0', '149.88'] |
| CharacterCode | int64 |
11,697 | 5 | ['41', '40', '42'] |
| CharacterCodeDescription | object |
11,697 | 5 | ['PYRLL/FRINGE BENEFIT', 'SALARIES AND WAGES', 'PROF & ADMIN'] |
| CheckNumber | int64 |
11,697 | 1,860 | ['101002038', '101002040', '101002041'] |
| Department | object |
11,697 | 25 | ['PUBLIC WORKS DEPARTMENT', 'FINANCE', 'POLICE'] |
| DepartmentGroup | float64 |
0 | 0 | [] |
| EmployeeId | int64 |
11,697 | 717 | ['4380', '4579', '4633'] |
| Entity | object |
11,697 | 1 | ['City'] |
| FirstName | object |
11,697 | 498 | ['JOSEPH', 'CLAUDIA', 'RAJANNA'] |
| FiscalPeriod | int64 |
11,697 | 12 | ['3', '2', '10'] |
| FiscalYear | int64 |
11,697 | 4 | ['2023', '2025', '2026'] |
| FullAccount | object |
11,697 | 931 | ['5008.91.907...400103.', '0001.17.177...400121.'] |
| FunctionDescription | float64 |
0 | 0 | [] |
| FunctionGroup | float64 |
0 | 0 | [] |
| Fund | object |
11,697 | 22 | ['COMPENSATED ABSENCES', 'GENERAL FUND', 'WASTEWATER'] |
| FundCode | int64 |
11,697 | 22 | ['5008', '1', '4003'] |
| FundGroup | float64 |
0 | 0 | [] |
| LastName | object |
11,697 | 586 | ['LEACH', 'HERRERA-OCHOA', 'SUMLER'] |
| NameSuffix | object |
403 | 6 | ['II', 'JR', 'JR.'] |
| Object | object |
11,697 | 60 | ['P-ROLL BEN/Medicare Tax-ER Shr', 'OTHER PAY/Vacation Lve Payout'] |
| ObjectCode | int64 |
11,697 | 60 | ['400103', '400054', '400121'] |
| Organization | object |
11,697 | 91 | ['COMPENSATED ABSENCES', 'FIN/REV COLLECTION DIV'] |
| OrganizationCode | int64 |
11,697 | 91 | ['50817090', '1177015', '1253751'] |
| OtherPay | float64 |
11,697 | 967 | ['0.0', '21865.6', '485.71'] |
| OvertimePay | float64 |
11,697 | 469 | ['0.0', '25.06', '1804.34'] |
| Position | object |
11,697 | 216 | ['DIRECTOR OF PUBLIC WORKS', 'OFFICE CLERK-CASHIER G/III'] |
| PositionType | object |
11,697 | 11 | ['FULL TIME PERMANENT', 'PART-TIME GROUP III', 'F.T.S. PROBATIONARY'] |
| Project | object |
11,697 | 1 | ['UNKNOWN'] |
| ProjectCode | float64 |
0 | 0 | [] |
| Segment2 | object |
11,697 | 27 | ['NON-DEPARTMENTAL', 'FINANCE', 'COMMUNITY SERVICES'] |
| Segment2Code | int64 |
11,697 | 27 | ['91', '17', '25'] |
| Segment3 | object |
11,697 | 65 | ['NON-DEPARTMENTAL/NON-DEPT', 'FINANCE/REVENUE COLLECTION'] |
| Segment3Code | int64 |
11,697 | 65 | ['907', '177', '253'] |
| Segment4 | object |
11,697 | 38 | ['SUB-DIVISION', 'RECREATION COMPLEX', 'FACILITIES MAINTENANCE ADMIN'] |
| Segment4Code | int64 |
11,697 | 38 | ['0', '27', '31'] |
| Segment5 | float64 |
0 | 0 | [] |
| Segment5Code | int64 |
11,697 | 1 | ['0'] |
| Segment6 | float64 |
0 | 0 | [] |
| Segment6Code | int64 |
11,697 | 1 | ['0'] |
| Segment7 | object |
11,697 | 2 | ['FUNDING SOURCE', 'EMPLOYMENT & TRAIN SALARY POOL'] |
| Segment7Code | int64 |
11,697 | 2 | ['0', '1295'] |
| Segment8 | object |
11,697 | 22 | ['NON-DEPARTMENTAL', 'FINANCE', 'RECREATION'] |
| Segment8Code | int64 |
11,697 | 22 | ['990', '415', '451'] |
| ServiceEndDate | object |
2,700 | 31 | ['10/1/2022 0:00', '9/3/2022 0:00', '9/30/2022 0:00'] |
| ServiceStartDate | object |
11,697 | 479 | ['4/12/2021 0:00', '4/11/2022 0:00', '6/27/2022 0:00'] |
| TotalPay | float64 |
11,697 | 4,890 | ['317.05', '21865.6', '149.88'] |
| TransactionDate | object |
11,697 | 108 | ['9/30/2022 0:00', '9/2/2022 0:00', '9/16/2022 0:00'] |
| UniqueId | object |
11,697 | 11,697 | ['156004-99137-23-61616...101002038', '178905-115104-17-297...101002040'] |
| Minor | bool |
11,697 | 2 | ['False', 'True'] |