Berkshire County

How This FIPS Code Works

Census ACS Data for FIPS 25003

From the 2022 ACS 5-year estimates — the same values you'd retrieve by querying the Census API with county FIPS 25003.

Metropolitan Area

Adjacent Counties (8)

Counties that share a border with Berkshire County. Useful for regional analysis — these are the geographies you'd typically include when studying labor markets, commuting zones, or environmental spillovers around FIPS 25003.

Federal Datasets Using Code 25003

FIPS code 25003 appears as the county identifier in the following federal datasets. Analysts joining data across these sources use this code as the common geographic key.

Using FIPS Code 25003 in Code

Common patterns for querying federal datasets by this county's FIPS code. The leading zeros are significant — always treat FIPS codes as strings, not integers.

import requests

url = "https://api.census.gov/data/2022/acs/acs5"
params = {
    "get":  "NAME,B19013_001E,B01003_001E",
    "for":  "county:003",
    "in":   "state:25",
    "key":  "YOUR_CENSUS_API_KEY",
}
r = requests.get(url, params=params)
data = r.json()  # [[header...], [Berkshire County, Massachusetts, income, pop, ...]

-- 5-digit combined FIPS (state + county)
SELECT * FROM your_table WHERE county_fips = '25003';

-- Some datasets store state and county separately
SELECT * FROM your_table
WHERE state_fips = '25'
  AND county_fips = '003';

-- ⚠ Never cast to integer — leading zeros are lost:
-- county_fips = 25003 is WRONG for this county

library(tidycensus)

get_acs(
  geography = "county",
  variables = c(income = "B19013_001E", pop = "B01003_001E"),
  state     = "25",
  county    = "003",
  year      = 2022
)

ZIP Codes in Berkshire County

ZIP codes do not align perfectly with county boundaries — a single ZIP code can span multiple counties, and a county can contain parts of many ZIP codes. The ratios below (from the Census 2020 ZCTA relationship file) show the land area share of each ZCTA that falls within Berkshire County. Why FIPS ≠ ZIP →