PrairieCloud vs. the Census Bureau API

import requests

# Prerequisite: Know that B01003_001E = total population
# Prerequisite: Know that Travis County TX = FIPS 48453

url = "https://api.census.gov/data/2022/acs/acs5"
params = {
    "get": "B01003_001E,B19013_001E,NAME",
    "for": "county:453",
    "in": "state:48",
    "key": "your_census_api_key"
}

r = requests.get(url, params=params)
raw = r.json()

# [["B01003_001E","B19013_001E","NAME","state","county"],
#  ["1290188","80925","Travis County, Texas","48","453"]]

headers = raw[0]
values = raw[1]
row = dict(zip(headers, values))

population = int(row["B01003_001E"])
median_income = int(row["B19013_001E"])

import requests

url = "https://api.prairiecloud.io/v1/data"
params = {
    "variables": "pop_total,income_median_household",
    "geo": "county:Travis County, Texas",
    "vintage": 2022
}
headers = {"X-API-Key": "pck_live_your_key_here"}

response = requests.get(url, params=params, headers=headers)
data = response.json()

# {
#   "data": {
#     "county:48453": {
#       "name": "Travis County, Texas",
#       "variables": {
#         "pop_total": {
#           "estimate": 1289054.0, ...
#         },
#         "income_median_household": {
#           "estimate": 92731.0,
#           "margin_of_error": 1102.0
#         }
#       }
#     }
#   }
# }

county = list(data["data"].values())[0]
population = county["variables"]["pop_total"]["estimate"]
median_income = county["variables"]["income_median_household"]["estimate"]