diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 7beca4f..2141e36 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -18,7 +18,7 @@ jobs:
       fail-fast: false
       matrix:
         os: [ubuntu]
-        python-version: ['3.8', '3.9', '3.10']
+        python-version: ['3.8', '3.9', '3.10', '3.11', '3.12']
         requirements: [latest]
         include:
           # Test on macos and windows (first and last version of python only)
@@ -26,13 +26,13 @@ jobs:
             python-version: '3.8'
             requirements: latest
           - os: macos
-            python-version: '3.10'
+            python-version: '3.12'
             requirements: latest
           - os: windows
             python-version: '3.8'
             requirements: latest
           - os: windows
-            python-version: '3.10'
+            python-version: '3.12'
             requirements: latest
           # Test on minimal requirements
           - os: ubuntu
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 7374eda..2c6d7e2 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -34,6 +34,6 @@ repos:
         additional_dependencies:
           # Typed libraries
           - numpy
-          - pandas==1.4
+          - pandas
           - pshell
-          - xarray==2022.3.0
+          - xarray
diff --git a/ci/requirements-docs.yml b/ci/requirements-docs.yml
index 1ddbc86..eba53fd 100644
--- a/ci/requirements-docs.yml
+++ b/ci/requirements-docs.yml
@@ -2,10 +2,10 @@ name: ndcsv-docs
 channels:
   - conda-forge
 dependencies:
-  - python=3.10
+  - python=3.12
   - sphinx
   - sphinx_rtd_theme
   - numpy
-  - pandas=1.4
+  - pandas
   - pshell
-  - xarray=2022.3.0
+  - xarray
diff --git a/ci/requirements-latest.yml b/ci/requirements-latest.yml
index 057f2f5..bb6c753 100644
--- a/ci/requirements-latest.yml
+++ b/ci/requirements-latest.yml
@@ -5,6 +5,6 @@ dependencies:
   - pytest
   - pytest-cov
   - numpy
-  - pandas=1.4
+  - pandas
   - pshell
-  - xarray=2022.3.0
+  - xarray
diff --git a/doc/whats-new.rst b/doc/whats-new.rst
index 9f4b14b..364cace 100644
--- a/doc/whats-new.rst
+++ b/doc/whats-new.rst
@@ -7,6 +7,9 @@ What's New
 
 v1.2.0 (unreleased)
 -------------------
+- Added support for Python 3.11 and 3.12
+- Added support for xarray >=2022.6.0
+- Added support for pandas >=1.5
 
 
 .. _whats-new.1.1.0:
diff --git a/ndcsv/proper_unstack.py b/ndcsv/proper_unstack.py
index 9464747..8d4ec73 100644
--- a/ndcsv/proper_unstack.py
+++ b/ndcsv/proper_unstack.py
@@ -51,7 +51,7 @@ def proper_unstack(array: T, dim: Hashable) -> T:
     array.coords[dim] = mindex
 
     # Invoke builtin unstack
-    array = array.unstack(dim)
+    array = array.unstack(dim)  # type: ignore[arg-type]
 
     # Convert numpy arrays of Python objects to numpy arrays of C floats, ints,
     # strings, etc.
diff --git a/ndcsv/tests/test_read.py b/ndcsv/tests/test_read.py
index 6e38d99..ddf43ad 100644
--- a/ndcsv/tests/test_read.py
+++ b/ndcsv/tests/test_read.py
@@ -10,6 +10,8 @@
 
 from ndcsv import read_csv
 
+PANDAS_GE_150 = [int(x) for x in pandas.__version__.split(".")] >= [1, 5]
+
 
 def test_malformed_input():
     buf = io.StringIO("foo,bar,baz")
@@ -32,17 +34,16 @@ def test_coords_dtypes(unstack):
     if not unstack:
         # Manually unstack
         a = a.unstack("dim_1")
-    print("==================")
-    print(a)
+
     assert a.x1.dtype.kind == "i"  # int
     assert a.x2.dtype.kind == "M"  # numpy.datetime64
     assert a.y1.dtype.kind == "f"  # float
-    if unstack:
-        assert a.x3.dtype.kind == "b"  # bool
-        assert a.y2.dtype.kind == "U"  # unicode string
-    else:
+    if not PANDAS_GE_150 and not unstack:
         assert a.x3.dtype.kind == "O"  # bool
         assert a.y2.dtype.kind == "O"  # unicode string
+    else:
+        assert a.x3.dtype.kind == "b"  # bool
+        assert a.y2.dtype.kind == "U"  # unicode string
 
 
 def test_coords_bool():
@@ -56,11 +57,20 @@ def test_coords_bool():
     assert a.y.values.tolist() == [True, False] * 10
 
 
-def test_coords_date():
-    buf = io.StringIO("y,10/11/2017,2017-11-10\nx,,\nx0,1,2\n")
+@pytest.mark.parametrize(
+    "s",
+    [
+        "2017-11-13,2017-11-14",
+        "13/11/2017,14/11/2017",
+        "11/13/2017,11/14/2017",
+        "13 Nov 2017,14 Nov 2017",
+    ],
+)
+def test_coords_date(s):
+    buf = io.StringIO(f"y,{s}\nx,,\nx0,1,2\n")
     a = read_csv(buf)
     np.testing.assert_equal(
-        pandas.to_datetime(["10 Nov 2017", "10 Nov 2017"]).values, a.coords["y"].values
+        pandas.to_datetime(["13 Nov 2017", "14 Nov 2017"]).values, a.coords["y"].values
     )
 
 
diff --git a/ndcsv/write.py b/ndcsv/write.py
index af714a6..683df09 100644
--- a/ndcsv/write.py
+++ b/ndcsv/write.py
@@ -84,7 +84,9 @@ def _write_csv_dataarray(array: xarray.DataArray, buf: IO) -> None:
                 f"Multi-dimensional coord '{k}' is not supported by the NDCSV format"
             )
         if len(v.dims) == 1 and v.dims[0] != k:
-            coord_renames[k] = f"{k} ({v.dims[0]})"
+            idx = array.indexes[v.dims[0]]
+            if idx is not None and not isinstance(idx, pandas.MultiIndex):
+                coord_renames[k] = f"{k} ({v.dims[0]})"
     array = array.rename(coord_renames)
 
     if array.ndim > 2:
diff --git a/setup.cfg b/setup.cfg
index 2f9caf1..e61c62f 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -29,9 +29,9 @@ include_package_data = True
 python_requires = >=3.8
 install_requires =
     numpy >=1.14
-    pandas >=0.24,<1.5
+    pandas >=0.24
     pshell >=1.0
-    xarray >=0.14,<2022.6.0
+    xarray >=0.14
 setup_requires = setuptools_scm
 
 [options.package_data]