Repository: censusdis/censusdis (language: python)

Issue:
Write a test that downloads and plots tiger and compares to known good plots.
This is similar to what we have for some of the cb plots in `test_maps.py`. But with #163 we can use tiger files too, so we should test those.


Discussion / hints:

Fix patch:
diff --git a/censusdis/datasets.py b/censusdis/datasets.py
index f994116ad..b666f0a15 100644
--- a/censusdis/datasets.py
+++ b/censusdis/datasets.py
@@ -595,7 +595,7 @@
     CPS_VOLUNTEER: "http://api.census.gov/data/2021/cps/volunteer/sep",
     CPS_VOTING: "http://api.census.gov/data/2022/cps/voting/nov",
     CPS_WORKSCHED: "http://api.census.gov/data/2004/cps/worksched/may",
-    CRE: "http://api.census.gov/data/2019/cre",
+    CRE: "http://api.census.gov/data/2021/cre",
     DECENNIAL_AIAN: "http://api.census.gov/data/2010/dec/aian",
     DECENNIAL_AIANPROFILE: "http://api.census.gov/data/2000/dec/aianprofile",
     DECENNIAL_AS: "http://api.census.gov/data/2010/dec/as",
diff --git a/poetry.lock b/poetry.lock
index 609284346..8142d9315 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -73,20 +73,21 @@ wrapt = [
 
 [[package]]
 name = "asttokens"
-version = "2.4.0"
+version = "2.4.1"
 description = "Annotate AST trees with source code positions"
 optional = false
 python-versions = "*"
 files = [
-    {file = "asttokens-2.4.0-py2.py3-none-any.whl", hash = "sha256:cf8fc9e61a86461aa9fb161a14a0841a03c405fa829ac6b202670b3495d2ce69"},
-    {file = "asttokens-2.4.0.tar.gz", hash = "sha256:2e0171b991b2c959acc6c49318049236844a5da1d65ba2672c4880c1c894834e"},
+    {file = "asttokens-2.4.1-py2.py3-none-any.whl", hash = "sha256:051ed49c3dcae8913ea7cd08e46a606dba30b79993209636c4875bc1d637bc24"},
+    {file = "asttokens-2.4.1.tar.gz", hash = "sha256:b03869718ba9a6eb027e134bfdf69f38a236d681c83c160d510768af11254ba0"},
 ]
 
 [package.dependencies]
 six = ">=1.12.0"
 
 [package.extras]
-test = ["astroid", "pytest"]
+astroid = ["astroid (>=1,<2)", "astroid (>=2,<4)"]
+test = ["astroid (>=1,<2)", "astroid (>=2,<4)", "pytest"]
 
 [[package]]
 name = "attrs"
@@ -108,29 +109,21 @@ tests-no-zope = ["cloudpickle", "hypothesis", "mypy (>=1.1.1)", "pympler", "pyte
 
 [[package]]
 name = "babel"
-version = "2.13.0"
+version = "2.13.1"
 description = "Internationalization utilities"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "Babel-2.13.0-py3-none-any.whl", hash = "sha256:fbfcae1575ff78e26c7449136f1abbefc3c13ce542eeb13d43d50d8b047216ec"},
-    {file = "Babel-2.13.0.tar.gz", hash = "sha256:04c3e2d28d2b7681644508f836be388ae49e0cfe91465095340395b60d00f210"},
+    {file = "Babel-2.13.1-py3-none-any.whl", hash = "sha256:7077a4984b02b6727ac10f1f7294484f737443d7e2e66c5e4380e41a3ae0b4ed"},
+    {file = "Babel-2.13.1.tar.gz", hash = "sha256:33e0952d7dd6374af8dbf6768cc4ddf3ccfefc244f9986d4074704f2fbd18900"},
 ]
 
+[package.dependencies]
+setuptools = {version = "*", markers = "python_version >= \"3.12\""}
+
 [package.extras]
 dev = ["freezegun (>=1.0,<2.0)", "pytest (>=6.0)", "pytest-cov"]
 
-[[package]]
-name = "backcall"
-version = "0.2.0"
-description = "Specifications for callback functions passed in to an API"
-optional = false
-python-versions = "*"
-files = [
-    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
-    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
-]
-
 [[package]]
 name = "beautifulsoup4"
 version = "4.12.2"
@@ -151,33 +144,29 @@ lxml = ["lxml"]
 
 [[package]]
 name = "black"
-version = "23.9.1"
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 description = "The uncompromising code formatter."
 optional = false
 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -197,13 +186,13 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "bleach"
-version = "6.0.0"
+version = "6.1.0"
 description = "An easy safelist-based HTML-sanitizing tool."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -211,7 +200,7 @@ six = ">=1.9.0"
 webencodings = "*"
 
 [package.extras]
-css = ["tinycss2 (>=1.1.0,<1.2)"]
+css = ["tinycss2 (>=1.1.0,<1.3)"]
 
 [[package]]
 name = "certifi"
@@ -290,101 +279,101 @@ pycparser = "*"
 
 [[package]]
 name = "charset-normalizer"
-version = "3.3.0"
+version = "3.3.2"
 description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 [[package]]
@@ -467,13 +456,13 @@ typing = ["mypy (>=0.990)"]
 
 [[package]]
 name = "contextily"
-version = "1.3.0"
+version = "1.4.0"
 description = "Context geo-tiles in Python"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -682,13 +671,13 @@ toml = ["tomli"]
 
 [[package]]
 name = "cycler"
-version = "0.12.0"
+version = "0.12.1"
 description = "Composable style cycles"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -805,13 +794,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "executing"
-version = "2.0.0"
+version = "2.0.1"
 description = "Get the currently executing AST node of a frame, and other information"
 optional = false
-python-versions = "*"
+python-versions = ">=3.5"
 files = [
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 ]
 
 [package.extras]
@@ -833,31 +822,35 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "fiona"
-version = "1.9.4.post1"
+version = "1.9.5"
 description = "Fiona reads and writes spatial data files"
 optional = false
 python-versions = ">=3.7"
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 [package.dependencies]
@@ -867,6 +860,7 @@ click = ">=8.0,<9.0"
 click-plugins = ">=1.0"
 cligj = ">=0.5"
 importlib-metadata = {version = "*", markers = "python_version < \"3.10\""}
+setuptools = "*"
 six = "*"
 
 [package.extras]
@@ -909,53 +903,53 @@ pygments = ">=2.2.0"
 
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 optional = false
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 [package.extras]
@@ -1162,13 +1156,13 @@ files = [
 
 [[package]]
 name = "ipykernel"
-version = "6.25.2"
+version = "6.26.0"
 description = "IPython Kernel for Jupyter"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1195,25 +1189,23 @@ test = ["flaky", "ipyparallel", "pre-commit", "pytest (>=7.0)", "pytest-asyncio"
 
 [[package]]
 name = "ipython"
-version = "8.16.1"
+version = "8.17.2"
 description = "IPython: Productive Interactive Computing"
 optional = false
 python-versions = ">=3.9"
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 [package.dependencies]
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 decorator = "*"
 exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 jedi = ">=0.16"
 matplotlib-inline = "*"
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 prompt-toolkit = ">=3.0.30,<3.0.37 || >3.0.37,<3.1.0"
 pygments = ">=2.4.0"
 stack-data = "*"
@@ -1221,17 +1213,17 @@ traitlets = ">=5"
 typing-extensions = {version = "*", markers = "python_version < \"3.10\""}
 
 [package.extras]
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 [[package]]
 name = "isort"
@@ -1299,13 +1291,13 @@ files = [
 
 [[package]]
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 [package.dependencies]
@@ -1334,13 +1326,13 @@ referencing = ">=0.28.0"
 
 [[package]]
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-version = "8.3.1"
+version = "8.5.0"
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 [package.dependencies]
@@ -1357,13 +1349,13 @@ test = ["coverage", "ipykernel (>=6.14)", "mypy", "paramiko", "pre-commit", "pyt
 
 [[package]]
 name = "jupyter-core"
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+version = "5.5.0"
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 [package.dependencies]
@@ -1372,7 +1364,7 @@ pywin32 = {version = ">=300", markers = "sys_platform == \"win32\" and platform_
 traitlets = ">=5.3"
 
 [package.extras]
-docs = ["myst-parser", "sphinx-autodoc-typehints", "sphinxcontrib-github-alt", "sphinxcontrib-spelling", "traitlets"]
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 test = ["ipykernel", "pre-commit", "pytest", "pytest-cov", "pytest-timeout"]
 
 [[package]]
@@ -1630,39 +1622,39 @@ files = [
 
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 fonttools = ">=4.22.0"
 importlib-resources = {version = ">=3.2.0", markers = "python_version < \"3.10\""}
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+pillow = ">=8"
 pyparsing = ">=2.3.1"
 python-dateutil = ">=2.7"
-setuptools_scm = ">=7"
 
 [[package]]
 name = "matplotlib-inline"
@@ -1808,13 +1799,13 @@ test = ["black", "check-manifest", "flake8", "ipykernel", "ipython", "ipywidgets
 
 [[package]]
 name = "nbconvert"
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 serve = ["tornado (>=6.1)"]
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+test = ["flaky", "ipykernel", "ipywidgets (>=7)", "pytest", "pytest-dependency"]
 webpdf = ["playwright"]
 
 [[package]]
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 [[package]]
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 [[package]]
 name = "numpy"
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+    {version = ">=1.22.4,<2", markers = "python_version < \"3.11\""},
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 python-dateutil = ">=2.8.2"
 pytz = ">=2020.1"
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 [package.dependencies]
@@ -2768,7 +2754,7 @@ certifi = "*"
 click = ">=4.0"
 click-plugins = "*"
 cligj = ">=0.5"
-numpy = ">=1.18"
+numpy = "*"
 setuptools = "*"
 snuggs = ">=1.4.1"
 
@@ -2818,162 +2804,129 @@ use-chardet-on-py3 = ["chardet (>=3.0.2,<6)"]
 
 [[package]]
 name = "rpds-py"
-version = "0.10.3"
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 description = "Python bindings to Rust's persistent data structures (rpds)"
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 [package.dependencies]
@@ -3528,13 +3462,13 @@ files = [
 
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 name = "tomlkit"
-version = "0.12.1"
+version = "0.12.2"
 description = "Style preserving TOML library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -3559,28 +3493,28 @@ files = [
 
 [[package]]
 name = "traitlets"
-version = "5.11.1"
+version = "5.13.0"
 description = "Traitlets Python configuration system"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
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+test = ["argcomplete (>=3.0.3)", "mypy (>=1.6.0)", "pre-commit", "pytest (>=7.0,<7.5)", "pytest-mock", "pytest-mypy-testing"]
 
 [[package]]
 name = "types-requests"
-version = "2.31.0.7"
+version = "2.31.0.10"
 description = "Typing stubs for requests"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "types-requests-2.31.0.7.tar.gz", hash = "sha256:4d930dcabbc2452e3d70728e581ac4ac8c2d13f62509ad9114673f542af8cb4e"},
-    {file = "types_requests-2.31.0.7-py3-none-any.whl", hash = "sha256:39844effefca88f4f824dcdc4127b813d3b86a56b2248d3d1afa58832040d979"},
+    {file = "types-requests-2.31.0.10.tar.gz", hash = "sha256:dc5852a76f1eaf60eafa81a2e50aefa3d1f015c34cf0cba130930866b1b22a92"},
+    {file = "types_requests-2.31.0.10-py3-none-any.whl", hash = "sha256:b32b9a86beffa876c0c3ac99a4cd3b8b51e973fb8e3bd4e0a6bb32c7efad80fc"},
 ]
 
 [package.dependencies]
@@ -3610,13 +3544,13 @@ files = [
 
 [[package]]
 name = "urllib3"
-version = "2.0.6"
+version = "2.0.7"
 description = "HTTP library with thread-safe connection pooling, file post, and more."
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "urllib3-2.0.6-py3-none-any.whl", hash = "sha256:7a7c7003b000adf9e7ca2a377c9688bbc54ed41b985789ed576570342a375cd2"},
-    {file = "urllib3-2.0.6.tar.gz", hash = "sha256:b19e1a85d206b56d7df1d5e683df4a7725252a964e3993648dd0fb5a1c157564"},
+    {file = "urllib3-2.0.7-py3-none-any.whl", hash = "sha256:fdb6d215c776278489906c2f8916e6e7d4f5a9b602ccbcfdf7f016fc8da0596e"},
+    {file = "urllib3-2.0.7.tar.gz", hash = "sha256:c97dfde1f7bd43a71c8d2a58e369e9b2bf692d1334ea9f9cae55add7d0dd0f84"},
 ]
 
 [package.extras]
@@ -3627,13 +3561,13 @@ zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "wcwidth"
-version = "0.2.8"
+version = "0.2.9"
 description = "Measures the displayed width of unicode strings in a terminal"
 optional = false
 python-versions = "*"
 files = [
-    {file = "wcwidth-0.2.8-py2.py3-none-any.whl", hash = "sha256:77f719e01648ed600dfa5402c347481c0992263b81a027344f3e1ba25493a704"},
-    {file = "wcwidth-0.2.8.tar.gz", hash = "sha256:8705c569999ffbb4f6a87c6d1b80f324bd6db952f5eb0b95bc07517f4c1813d4"},
+    {file = "wcwidth-0.2.9-py2.py3-none-any.whl", hash = "sha256:9a929bd8380f6cd9571a968a9c8f4353ca58d7cd812a4822bba831f8d685b223"},
+    {file = "wcwidth-0.2.9.tar.gz", hash = "sha256:a675d1a4a2d24ef67096a04b85b02deeecd8e226f57b5e3a72dbb9ed99d27da8"},
 ]
 
 [[package]]
@@ -3733,13 +3667,13 @@ files = [
 
 [[package]]
 name = "xyzservices"
-version = "2023.7.0"
+version = "2023.10.1"
 description = "Source of XYZ tiles providers"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "xyzservices-2023.7.0-py3-none-any.whl", hash = "sha256:88e9cbf22b31a2f9c1b242e2b18690f5c705f0e539c9bfd37a10399e1037731b"},
-    {file = "xyzservices-2023.7.0.tar.gz", hash = "sha256:0ec928742227d6f5d4367ea7b457fcfed943429f4de2949b5b02a82cdf5569d6"},
+    {file = "xyzservices-2023.10.1-py3-none-any.whl", hash = "sha256:6a4c38d3a9f89d3e77153eff9414b36a8ee0850c9e8b85796fd1b2a85b8dfd68"},
+    {file = "xyzservices-2023.10.1.tar.gz", hash = "sha256:091229269043bc8258042edbedad4fcb44684b0473ede027b5672ad40dc9fa02"},
 ]
 
 [[package]]
diff --git a/pyproject.toml b/pyproject.toml
index 210065a38..e98ed2491 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "censusdis"
-version = "0.16.0"
+version = "0.17.0"
 description = "US Census utilities for a variety of data loading and mapping purposes."
 license = "HL3-CL-ECO-EXTR-FFD-LAW-MIL-SV"
 authors = ["Darren Vengroff"]


Test patch:
diff --git a/tests/expected/darwin/plot_ak.png b/tests/expected/darwin/plot_ak.png
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diff --git a/tests/expected/darwin/plot_ca.png b/tests/expected/darwin/plot_ca.png
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diff --git a/tests/expected/darwin/plot_fl.png b/tests/expected/darwin/plot_fl.png
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diff --git a/tests/expected/darwin/plot_hi.png b/tests/expected/darwin/plot_hi.png
index 98f729bd2..7cf6758e1 100644
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diff --git a/tests/expected/darwin/plot_me.png b/tests/expected/darwin/plot_me.png
index c06bfea01..9c630f40c 100644
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diff --git a/tests/expected/darwin/plot_nd.png b/tests/expected/darwin/plot_nd.png
index 244a14693..c645f3b6a 100644
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diff --git a/tests/expected/darwin/plot_pr.png b/tests/expected/darwin/plot_pr.png
index fb0fb616d..e8178e9ed 100644
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diff --git a/tests/expected/darwin/plot_tx.png b/tests/expected/darwin/plot_tx.png
index 7097ea755..5d9512755 100644
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diff --git a/tests/expected/darwin/plot_us.png b/tests/expected/darwin/plot_us.png
index 723503f07..306eb4478 100644
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diff --git a/tests/expected/darwin/plot_us_boundary.png b/tests/expected/darwin/plot_us_boundary.png
index 0a802b6e3..33db12417 100644
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diff --git a/tests/expected/darwin/plot_us_boundary_no_relocate.png b/tests/expected/darwin/plot_us_boundary_no_relocate.png
index 8bc317233..7778cd7bf 100644
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diff --git a/tests/expected/darwin/plot_us_boundary_with_background.png b/tests/expected/darwin/plot_us_boundary_with_background.png
index 17a806156..5e9c1c6b3 100644
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diff --git a/tests/expected/darwin/plot_us_boundary_with_background_no_relocate.png b/tests/expected/darwin/plot_us_boundary_with_background_no_relocate.png
index 66e677c0a..7eec865ce 100644
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index 691a99e53..7a50db623 100644
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diff --git a/tests/expected/darwin/plot_wa.png b/tests/expected/darwin/plot_wa.png
index 69342cbf2..5539fa161 100644
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diff --git a/tests/expected/linux/plot_ak.png b/tests/expected/linux/plot_ak.png
index 17bc9821a..24c9b0e7f 100644
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diff --git a/tests/expected/linux/plot_ca.png b/tests/expected/linux/plot_ca.png
index 65f41c1c3..cfff8cead 100644
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index 0105c40ed..546157d44 100644
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diff --git a/tests/expected/linux/plot_hi.png b/tests/expected/linux/plot_hi.png
index 98f729bd2..7cf6758e1 100644
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diff --git a/tests/expected/linux/plot_me.png b/tests/expected/linux/plot_me.png
index 83ea505aa..9c630f40c 100644
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diff --git a/tests/expected/linux/plot_nd.png b/tests/expected/linux/plot_nd.png
index a6e283cf2..c645f3b6a 100644
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diff --git a/tests/expected/linux/plot_pr.png b/tests/expected/linux/plot_pr.png
index d90f01642..8c8a86eed 100644
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diff --git a/tests/expected/linux/plot_tx.png b/tests/expected/linux/plot_tx.png
index b5ae892f8..5d9512755 100644
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diff --git a/tests/expected/linux/plot_us.png b/tests/expected/linux/plot_us.png
index 723503f07..306eb4478 100644
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diff --git a/tests/expected/linux/plot_us_boundary.png b/tests/expected/linux/plot_us_boundary.png
index 0a802b6e3..33db12417 100644
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diff --git a/tests/expected/linux/plot_us_boundary_no_relocate.png b/tests/expected/linux/plot_us_boundary_no_relocate.png
index 8bc317233..7778cd7bf 100644
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diff --git a/tests/expected/linux/plot_us_boundary_with_background.png b/tests/expected/linux/plot_us_boundary_with_background.png
index 17a806156..5e9c1c6b3 100644
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diff --git a/tests/expected/linux/plot_us_boundary_with_background_no_relocate.png b/tests/expected/linux/plot_us_boundary_with_background_no_relocate.png
index 66e677c0a..7eec865ce 100644
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diff --git a/tests/expected/linux/plot_us_no_relocate.png b/tests/expected/linux/plot_us_no_relocate.png
index 691a99e53..7a50db623 100644
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diff --git a/tests/expected/linux/plot_wa.png b/tests/expected/linux/plot_wa.png
index 69342cbf2..5539fa161 100644
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diff --git a/tests/expected/win32/plot_us.png b/tests/expected/win32/plot_us.png
index 723503f07..306eb4478 100644
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diff --git a/tests/expected/win32/plot_us_boundary.png b/tests/expected/win32/plot_us_boundary.png
index 0a802b6e3..33db12417 100644
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diff --git a/tests/expected/win32/plot_us_boundary_no_relocate.png b/tests/expected/win32/plot_us_boundary_no_relocate.png
index 8bc317233..7778cd7bf 100644
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diff --git a/tests/expected/win32/plot_us_boundary_with_background.png b/tests/expected/win32/plot_us_boundary_with_background.png
index 17a806156..5e9c1c6b3 100644
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diff --git a/tests/expected/win32/plot_us_boundary_with_background_no_relocate.png b/tests/expected/win32/plot_us_boundary_with_background_no_relocate.png
index 80f84db3b..7eec865ce 100644
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diff --git a/tests/expected/win32/plot_us_no_relocate.png b/tests/expected/win32/plot_us_no_relocate.png
index 691a99e53..7a50db623 100644
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diff --git a/tests/test_cb_tiger.py b/tests/test_cb_tiger.py
new file mode 100644
index 000000000..578e3d800
--- /dev/null
+++ b/tests/test_cb_tiger.py
@@ -0,0 +1,55 @@
+"""Tests for fetching geometry and getting TIGER or CB files as available."""
+
+import unittest
+from typing import Union
+
+from shapely import Polygon, MultiPolygon
+
+import censusdis.data as ced
+
+
+def _shape_size(shape: Union[Polygon, MultiPolygon]) -> int:
+    """How many points in a Polygon or MultiPolygon?"""
+    if isinstance(shape, Polygon):
+        return len(shape.exterior.coords) + sum(
+            len(hole.coords) for hole in shape.interiors
+        )
+    elif isinstance(shape, MultiPolygon):
+        return sum(_shape_size(poly) for poly in shape.geoms)
+    else:
+        return 0
+
+
+class TigerTestCase(unittest.TestCase):
+    """Test falling back on TIGER maps, which are much bigger and higher resolution."""
+
+    def test_single_years(self):
+        for year in range(2010, 2022):
+            gdf = ced.download(
+                "acs/acs5",
+                year,
+                ["NAME"],
+                state="01",
+                county="*",
+                tract="*",
+                with_geometry=True,
+            )
+
+            gdf["geometry_size"] = gdf.geometry.map(_shape_size)
+
+            total_size = gdf["geometry_size"].sum()
+
+            # Old tiger files from before CB files started in 2013 are much
+            # bigger. But there was a CB in 2010.
+            if year < 2013 and year != 2010:
+                # TIGER
+                self.assertGreater(total_size, 1_000_000)
+                self.assertLess(total_size, 1_050_000)
+            else:
+                # CB 500k
+                self.assertGreater(total_size, 120_000)
+                self.assertLess(total_size, 160_000)
+
+
+if __name__ == "__main__":
+    unittest.main()
diff --git a/tests/test_old_geos.py b/tests/test_old_geos.py
index 743b5f772..ebee496cc 100644
--- a/tests/test_old_geos.py
+++ b/tests/test_old_geos.py
@@ -19,6 +19,9 @@ def test_geo_tract_across_years(self):
         data changed between 2013 and 2014. They changed both
         the directory structure and the name of some columns, e.g.
         'TRACT' vs. 'TRACTCE'.
+
+        For some cases we will automatically fall back on TIGER
+        files instead of CB files.
         """
         # These are the years for which the shape files exist.
         for year in range(2010, 2022):