diff --git a/flexviz/LF.py b/flexviz/LF.py
index 9e078a15..ea304f13 100644
--- a/flexviz/LF.py
+++ b/flexviz/LF.py
@@ -25,8 +25,6 @@ def polars_lf_from(data) -> pl.LazyFrame:
         return pl.from_pandas(data).lazy()
     elif isinstance(data, pa.Table):
         return pl.from_arrow(data).lazy()
-    # elif hasattr("__dataframe__", data): ??? # TODO?
-    #     return pl.from_dataframe(data)
     raise ValueError(f"Unsupported data type: {type(data)}")
 
 
diff --git a/flexviz/adapters/plotly_adapter.py b/flexviz/adapters/plotly_adapter.py
index b0ee511c..503a6b17 100644
--- a/flexviz/adapters/plotly_adapter.py
+++ b/flexviz/adapters/plotly_adapter.py
@@ -423,7 +423,7 @@ def _build_dashboard_html(
 <head>
   <meta charset="utf-8">
   {page_head_html()}
-  <script src="https://cdn.jsdelivr.net/npm/plotly.js-dist-min@4.1.1/plotly.min.js"></script>
+  <script src="https://cdn.jsdelivr.net/npm/plotly.js-dist-min@4.1.2/plotly.min.js"></script>
   {dashboard.head_html}
   <style>
 {theme_css()}
diff --git a/flexviz/predicates.py b/flexviz/predicates.py
index d341b417..755a4425 100644
--- a/flexviz/predicates.py
+++ b/flexviz/predicates.py
@@ -38,6 +38,10 @@ def _values_to_typed_series(
                 f"Boolean predicate value must be 'true' or 'false', got {e.args[0]!r}"
             ) from e
     series = pl.Series(coerced)
+    if series.dtype == pl.String and isinstance(dtype, (pl.Date, pl.Datetime, pl.Time)):
+        # Polars cannot cast a string to a temporal type. A temporal label
+        # arrives as its ISO string, so parse it.
+        return series.str.strptime(dtype, strict=False)
     if dtype is not None:
         series = series.cast(dtype, strict=False)
     return series
diff --git a/flexviz/report.py b/flexviz/report.py
index fec3f41d..e70998ce 100644
--- a/flexviz/report.py
+++ b/flexviz/report.py
@@ -32,7 +32,7 @@
 
 # Pinned the way Gridstack is pinned in flexviz/adapters/base.py. The UMD
 # builds are the ones that define the globals ``marked`` and ``DOMPurify``.
-_MARKED_URL = "https://cdn.jsdelivr.net/npm/marked@18.0.14/lib/marked.umd.min.js"
+_MARKED_URL = "https://cdn.jsdelivr.net/npm/marked@18.1.0/lib/marked.umd.min.js"
 _DOMPURIFY_URL = "https://cdn.jsdelivr.net/npm/dompurify@3.4.16/dist/purify.min.js"
 
 _FV_LINE_RE = re.compile(r"fv:(\d+)")
diff --git a/flexviz/trace/_hist_helpers.py b/flexviz/trace/_hist_helpers.py
index 53cf2f23..a13dd49a 100644
--- a/flexviz/trace/_hist_helpers.py
+++ b/flexviz/trace/_hist_helpers.py
@@ -34,7 +34,7 @@
     "probability density",  # count / (total * bin_width)
 )
 _COLOR_NORM_OPTIONS = ("linear", "log")
-# The built-in color scales of plotly.js 4.1.1. Plotly knows only these exact
+# The built-in color scales of plotly.js 4.1.2. Plotly knows only these exact
 # spellings, and silently draws its automatic scale for any other name.
 _COLOR_SCALE_OPTIONS = (
     "Blackbody",
diff --git a/flexviz_polars/Cargo.lock b/flexviz_polars/Cargo.lock
index 84fdf9cb..176b9b31 100644
--- a/flexviz_polars/Cargo.lock
+++ b/flexviz_polars/Cargo.lock
@@ -126,7 +126,7 @@ checksum = "82f6aeea286b8eb4dd3431a1be1b59d290ace00f5bfd8e2a159bc2a05e2c1667"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
 ]
 
 [[package]]
@@ -243,7 +243,7 @@ checksum = "6a1f896587b6f2c069c73d2f0913e2d590c3990285cd2f0b6aa02b786b4c679c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
 ]
 
 [[package]]
@@ -278,9 +278,9 @@ dependencies = [
 
 [[package]]
 name = "cc"
-version = "1.6.0"
+version = "1.8.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f74872d07caf508b30a21f6836e7d7016a2eaf7d9ff4f48deaa58cd8a0407630"
+checksum = "6651c9ed80effdc7db0ff72512157f901af5e3549e341e24b1dd4887d836d838"
 dependencies = [
  "find-msvc-tools",
  "jobserver",
@@ -582,7 +582,7 @@ checksum = "c6232dd377dcc64799954cbd3a9bb882e9cdc1308ccd87b1c098f1fb2eaf82a8"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
 ]
 
 [[package]]
@@ -593,9 +593,9 @@ checksum = "d0881ea181b1df73ff77ffaaf9c7544ecc11e82fba9b5f27b262a3c73a332555"
 
 [[package]]
 name = "either"
-version = "1.18.0"
+version = "1.19.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "252afb9ae5eaa683babdc6a068b3f5726eb19e05070c731f9b2a23a7c3e8ed34"
+checksum = "0e9c71c2167ca323c882b99918929403426e2373ea17242ff5653e0d5e1058be"
 dependencies = [
  "serde",
 ]
@@ -785,7 +785,7 @@ checksum = "9fb9654ba8355388abeb8dcb4fc62f511300867002afc858860463bdd9fe0c44"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
 ]
 
 [[package]]
@@ -852,9 +852,9 @@ checksum = "e4eba85ea1d0a966a983acd07deee566e67395d2d96b6fb39e62b5a833f1eb0b"
 
 [[package]]
 name = "h2"
-version = "0.4.19"
+version = "0.4.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ef8e5e5a340588f4452631496976cf8636d4a7ecf600239fdc27615d2530bc16"
+checksum = "7d29020232d6aa3fb1daca64c1127cf662cf97f254ae16c18c05b8ab635fc118"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -985,9 +985,9 @@ dependencies = [
 
 [[package]]
 name = "hyper"
-version = "1.11.1"
+version = "1.12.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "27b501faa50e7a26c3d3560ca625132f4078a17771f4810baf70475ae48cbe43"
+checksum = "2c3e324da4c95177d6291d4c8730197c0d1822f8a9766814a4a44fa5ab797c9c"
 dependencies = [
  "atomic-waker",
  "bytes",
@@ -2827,14 +2827,14 @@ checksum = "e7a5d71263a5a7d47b41f6b3f06ba276f10cc18b0931f1799f710578e2309348"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
 ]
 
 [[package]]
 name = "serde_json"
-version = "1.0.151"
+version = "1.0.154"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "c841b55ecdae098c80dcae9cf767f6f8a0c2cdb3416bbef72181df4d0fe73f14"
+checksum = "e7e9cc8b1b85264074fbcc02a88680c4096b1e47df8f739dceb03bf482f04bd6"
 dependencies = [
  "itoa",
  "memchr",
@@ -2885,9 +2885,9 @@ checksum = "f8fadd59c855ef2080decdef8ff161eb6661b86933c9d82e5ba29dc602a55aba"
 
 [[package]]
 name = "signal-hook"
-version = "0.4.4"
+version = "0.4.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b2a0c28ca5908dbdbcd52e6fdaa00358ab88637f8ab33e1f188dd510eb44b53d"
+checksum = "b29ffa27d3d59a049bb328258de100f8012848d1b08d444e08bbc02ac468435e"
 dependencies = [
  "libc",
  "signal-hook-registry",
@@ -2939,9 +2939,9 @@ dependencies = [
 
 [[package]]
 name = "smallvec"
-version = "1.16.2"
+version = "1.16.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "f9395f0f0eee849a9b707b2f06bb92a6a422090e2123bb2ef8e87a0e61892a8e"
+checksum = "5b3dc8af474f516a851ff4bd12db780f948b9250ad37211e4eec0bccea54e01b"
 
 [[package]]
 name = "socket2"
@@ -3030,9 +3030,9 @@ dependencies = [
 
 [[package]]
 name = "syn"
-version = "3.0.6"
+version = "3.0.8"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8593e8e72159ed2257d083c7a454a85cbf854f37a0966d8d483aff8c8a3ebcee"
+checksum = "01016da373cd8f7ef12624f796309f5c31ba8d646dd08856c02cd741d823c622"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3056,7 +3056,7 @@ checksum = "901704edd0dfe137f1987838ee4f259e4e063c31371bdb423f7ae38ec6f77f02"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
 ]
 
 [[package]]
@@ -3096,7 +3096,7 @@ checksum = "fe5197923287db20a58125f0bc85c062f7f2c892de97b18c356f9efb14b28524"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
 ]
 
 [[package]]
@@ -3157,7 +3157,7 @@ checksum = "78773a2a397f451582ce068015985c33193cf6dea8b74d2a639fe457b2f07b0e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
 ]
 
 [[package]]
@@ -3172,9 +3172,9 @@ dependencies = [
 
 [[package]]
 name = "tokio-util"
-version = "0.7.19"
+version = "0.7.20"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "494815d09bf52b5548659851081238f0ca39ff638363907596da739561c62c52"
+checksum = "e464cf451ba96ebfc6f9b6542f17ee8b8956e33f1e40d9690624e59d7a7f8a4b"
 dependencies = [
  "bytes",
  "futures-core",
@@ -3274,9 +3274,9 @@ checksum = "b6f5e870be6c3b371b77fe0ee0bafb859fa4964b4404c27de1d380043c4dda20"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.26"
+version = "1.0.27"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d245f478577f809a851594d02313b640fb437e0bb33866753cff937863096954"
+checksum = "a2c754d6c33795a1c324727428e5a7dedb5b06195f9890bdbcba760d3e246563"
 
 [[package]]
 name = "untrusted"
@@ -3310,9 +3310,9 @@ checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be"
 
 [[package]]
 name = "uuid"
-version = "1.27.0"
+version = "1.28.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "97277d36b9c3ace13e58fa6e753f8b0bbbf302a18dd193240d70f9e29681059a"
+checksum = "7cc1186384beb7dd8eedea376413fd654937285ea6c9cfbb928dc3043ea4b606"
 dependencies = [
  "getrandom 0.4.3",
  "js-sys",
@@ -3344,9 +3344,9 @@ dependencies = [
 
 [[package]]
 name = "want"
-version = "0.3.1"
+version = "0.3.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e"
+checksum = "ec4cdd0dd910afe868b7ef477227d8d538b46b3075031afee8a9f2acb0a2ed0b"
 dependencies = [
  "try-lock",
 ]
@@ -3400,7 +3400,7 @@ dependencies = [
  "bumpalo",
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
  "wasm-bindgen-shared",
 ]
 
@@ -3700,24 +3700,24 @@ checksum = "ec8ebde2db3681e8c9980cc27822030e68752690ddfa9473e739aeb4dbde6d71"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
  "synstructure",
 ]
 
 [[package]]
 name = "zerocopy"
-version = "0.8.59"
+version = "0.8.62"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "6df92bf3d9227be3d53173901ddbffac2babc27ae50f397776ffd6dc33f800cb"
+checksum = "86502bf56ac7c77571a32e2647bb2a15894565e981fb2a48d7bde2d91c965a9d"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.59"
+version = "0.8.62"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ac4f328cf2f05d084e496c3e9c3f33ed0a183656a16e1fcec4d464d8373aec82"
+checksum = "5457206954b06561e2608c7e19cf58b1926586d999c246eebe4502f7e2039d1a"
 dependencies = [
  "proc-macro2",
  "quote",
@@ -3741,15 +3741,15 @@ checksum = "f75b4683f6c7f45248d4d64056a24298c6281e0993356d7d1b4a1a962ef10d4a"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
  "synstructure",
 ]
 
 [[package]]
 name = "zeroize"
-version = "1.9.0"
+version = "1.9.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "e13c156562582aa81c60cb29407084cdb54c4164760106ab78e6c5b0858cf64e"
+checksum = "e13084392c5e4bc371903e2935a5eaeed24905a7511356b883835e18a78f6879"
 
 [[package]]
 name = "zerotrie"
@@ -3781,7 +3781,7 @@ checksum = "34df6fc39dbd26ddc9c10e6a2984476e13acce22e64e4487636ef494369225da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 3.0.6",
+ "syn 3.0.8",
 ]
 
 [[package]]
@@ -3816,9 +3816,9 @@ dependencies = [
 
 [[package]]
 name = "zstd-sys"
-version = "2.1.0+zstd.1.5.7"
+version = "2.1.1+zstd.1.5.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0ef0a8027ec3ee71300ab3bcbcd0393f434aa72b91ca6d635a39941deae8eea0"
+checksum = "aeec9eaf2dffbbd09201e23bd0ffcbaa33bb8e9266a10734fd7ed90a85eca078"
 dependencies = [
  "cc",
  "pkg-config",
diff --git a/flexviz_polars/pyproject.toml b/flexviz_polars/pyproject.toml
index ab9b6c30..3d9bd137 100644
--- a/flexviz_polars/pyproject.toml
+++ b/flexviz_polars/pyproject.toml
@@ -26,8 +26,9 @@ classifiers = [
 # runtime import, not an optional accelerator. The upper bound is here rather
 # than on flexviz because this is the package with the ABI coupling: the
 # compiled plugin is built against pyo3-polars 0.28 / polars-rs 0.55, and a
-# mismatch is a call-time error. The weekly canary says when to raise it.
-dependencies = ["polars>=1.44.1,<1.50"]
+# mismatch is a call-time error. The bound is the next major: the weekly canary
+# catches a minor that breaks the plugin.
+dependencies = ["polars>=2.0.0,<3"]
 dynamic = ["version"]
 
 [project.urls]
diff --git a/pyproject.toml b/pyproject.toml
index 53e71a21..0753fa7d 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,7 +24,7 @@ classifiers = [
     "Topic :: Scientific/Engineering :: Visualization",
 ]
 dependencies = [
-    "polars[timezone]>=1.44.1",
+    "polars[timezone]>=2.0.0",
     "fastapi>=0.135.1",
     "uvicorn>=0.41.0",
     "requests>=2.32.5",
diff --git a/tests/test_engine.py b/tests/test_engine.py
index 4bd9aa18..5f64c44c 100644
--- a/tests/test_engine.py
+++ b/tests/test_engine.py
@@ -3360,7 +3360,8 @@ def _clean(cls, dtype=pl.Float64) -> pl.DataFrame:
     def _dirty(cls, dtype=pl.Float64, nulls=3, nans=2) -> pl.DataFrame:
         """``_clean`` behind ``nulls`` null rows and before ``nans`` NaN rows.
 
-        Every padding row is its own chunk, so a prefix crosses chunk bounds.
+        Every padding row is its own frame, so a prefix crosses chunk bounds.
+        Polars merges some of these one-row chunks on concat, but not all.
         """
 
         def pad(x):
@@ -3415,7 +3416,7 @@ def line():
 
     def test_a_null_prefix_spanning_several_chunks(self):
         df = self._dirty(nulls=40, nans=0)
-        assert df["ts"].n_chunks() > 40
+        assert df["ts"].n_chunks() > 2  # several null chunks, then the data
         line = LinePlot(x="ts", y="val", n_points=100)
         got = self._run(LFQueryBuilder(df), line)
         assert got == self._run(LFQueryBuilder(self._clean()), line)
diff --git a/tests/test_predicates.py b/tests/test_predicates.py
index 5495c8ed..b69c9acf 100644
--- a/tests/test_predicates.py
+++ b/tests/test_predicates.py
@@ -615,12 +615,22 @@ def test_uncoercible_member_leaves_the_valid_one(self):
         df = pl.DataFrame({"i": [1, 2, 3]})
         assert self._rows(df, "i", ["abc", "2"]) == [2]
 
-    def test_datetime_string_value_selects_no_rows(self):
-        # Polars 1.44 casts String → Datetime to null, so the clause is empty.
+    @pytest.mark.parametrize(
+        ("dtype", "label"),
+        [
+            (pl.Date, "2026-01-02"),
+            (pl.Datetime("us"), "2026-01-02T00:00:00"),
+            (pl.Datetime("ms", "UTC"), "2026-01-02T00:00:00Z"),
+        ],
+    )
+    def test_temporal_label_selects_its_rows(self, dtype, label):
+        # A bar over a temporal column sends its labels as the ISO strings the
+        # server serialized them to.
         import datetime as dt
 
-        df = pl.DataFrame({"ts": [dt.datetime(2026, 1, 1), dt.datetime(2026, 1, 2)]})
-        assert self._rows(df, "ts", ["2026-01-02"]) == []
+        ts = pl.Series("ts", [dt.datetime(2026, 1, 1), dt.datetime(2026, 1, 2)])
+        df = pl.DataFrame(ts.cast(dtype))
+        assert self._rows(df, "ts", [label]) == df["ts"][1:].to_list()
 
     def test_null_member_on_boolean_column_selects_no_rows(self):
         df = pl.DataFrame({"flag": [True, False, None]})
diff --git a/uv.lock b/uv.lock
index f095c87b..cb216639 100644
--- a/uv.lock
+++ b/uv.lock
@@ -50,15 +50,16 @@ wheels = [
 
 [[package]]
 name = "backrefs"
-version = "8.0"
+version = "8.1"
 source = { registry = "https://pypi.org/simple" }
-sdist = { url = "https://files.pythonhosted.org/packages/ec/56/4744bcd0c82184e80c52b0ac4076c261a8ffa1f1b343ff2f6e89ce0e1cef/backrefs-8.0.tar.gz", hash = "sha256:b556cd7d36c3a3a2f256b89590b176b8eddfb73bcfaee3a3ddd84ea66d21ce50", size = 7013081, upload-time = "2026-07-26T19:54:24.638Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/68/bc/c4b75b0279b2cf9e208c7dea5755a452d158a32abe1b7330824ff1127e86/backrefs-8.1.tar.gz", hash = "sha256:f86d9312df3ebae1241758af80809a319cafa1d8f32189edfb242c9aa55573b6", size = 6999089, upload-time = "2026-10-10T13:29:24.051Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/e3/fd/9bf53b6a6f6f519ffaac765df2f2a25e5c2fc6d32cfd2b2747099e72c911/backrefs-8.0-py310-none-any.whl", hash = "sha256:4a627b817fd2dce43b79ab48da63613340509381cd8ce0897078a0bce79a2ab8", size = 380377, upload-time = "2026-07-26T19:54:17.457Z" },
-    { url = "https://files.pythonhosted.org/packages/e1/29/4bd7ae72a2634da00379c2b3bcc5439e7c94620235c6afea8af15229a973/backrefs-8.0-py311-none-any.whl", hash = "sha256:f0c35cf0102ba6b6070c12a492be3c1c1d3f5839529784b9a9565d6d04569a01", size = 392169, upload-time = "2026-07-26T19:54:18.782Z" },
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