diff --git a/Cargo.lock b/Cargo.lock
index 1ad0a05..0b51aaa 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -124,16 +124,6 @@ version = "0.7.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "96d30a06541fbafbc7f82ed10c06164cfbd2c401138f6addd8404629c4b16711"
 
-[[package]]
-name = "arrow-format"
-version = "0.8.1"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "07884ea216994cdc32a2d5f8274a8bee979cfe90274b83f86f440866ee3132c7"
-dependencies = [
- "planus",
- "serde",
-]
-
 [[package]]
 name = "atoi"
 version = "2.0.0"
@@ -170,6 +160,12 @@ dependencies = [
  "rustc-demangle",
 ]
 
+[[package]]
+name = "base64"
+version = "0.21.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d297deb1925b89f2ccc13d7635fa0714f12c87adce1c75356b39ca9b7178567"
+
 [[package]]
 name = "bitflags"
 version = "1.3.2"
@@ -361,6 +357,28 @@ dependencies = [
  "windows-targets 0.48.5",
 ]
 
+[[package]]
+name = "chrono-tz"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91d7b79e99bfaa0d47da0687c43aa3b7381938a62ad3a6498599039321f660b7"
+dependencies = [
+ "chrono",
+ "chrono-tz-build",
+ "phf",
+]
+
+[[package]]
+name = "chrono-tz-build"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "433e39f13c9a060046954e0592a8d0a4bcb1040125cbf91cb8ee58964cfb350f"
+dependencies = [
+ "parse-zoneinfo",
+ "phf",
+ "phf_codegen",
+]
+
 [[package]]
 name = "cmake"
 version = "0.1.50"
@@ -935,6 +953,12 @@ version = "0.4.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
 
+[[package]]
+name = "hex"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
+
 [[package]]
 name = "home"
 version = "0.5.9"
@@ -955,7 +979,7 @@ dependencies = [
  "iana-time-zone-haiku",
  "js-sys",
  "wasm-bindgen",
- "windows-core",
+ "windows-core 0.51.1",
 ]
 
 [[package]]
@@ -1037,6 +1061,12 @@ version = "1.0.10"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b1a46d1a171d865aa5f83f92695765caa047a9b4cbae2cbf37dbd613a793fd4c"
 
+[[package]]
+name = "itoap"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9028f49264629065d057f340a86acb84867925865f73bbf8d47b4d149a7e88b8"
+
 [[package]]
 name = "jobserver"
 version = "0.1.27"
@@ -1554,6 +1584,15 @@ dependencies = [
  "windows-targets 0.48.5",
 ]
 
+[[package]]
+name = "parse-zoneinfo"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c705f256449c60da65e11ff6626e0c16a0a0b96aaa348de61376b249bc340f41"
+dependencies = [
+ "regex",
+]
+
 [[package]]
 name = "paste"
 version = "1.0.14"
@@ -1614,6 +1653,44 @@ dependencies = [
  "indexmap",
 ]
 
+[[package]]
+name = "phf"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ade2d8b8f33c7333b51bcf0428d37e217e9f32192ae4772156f65063b8ce03dc"
+dependencies = [
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_codegen"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8d39688d359e6b34654d328e262234662d16cc0f60ec8dcbe5e718709342a5a"
+dependencies = [
+ "phf_generator",
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_generator"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "48e4cc64c2ad9ebe670cb8fd69dd50ae301650392e81c05f9bfcb2d5bdbc24b0"
+dependencies = [
+ "phf_shared",
+ "rand",
+]
+
+[[package]]
+name = "phf_shared"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90fcb95eef784c2ac79119d1dd819e162b5da872ce6f3c3abe1e8ca1c082f72b"
+dependencies = [
+ "siphasher",
+]
+
 [[package]]
 name = "pin-project-lite"
 version = "0.2.13"
@@ -1696,9 +1773,9 @@ dependencies = [
 
 [[package]]
 name = "polars"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "df8e52f9236eb722da0990a70bbb1216dcc7a77bcb00c63439d2d982823e90d5"
+checksum = "e43795c49010cb851d45227caa17769e83760e21d260ba6285c563b754e1652f"
 dependencies = [
  "getrandom",
  "polars-core",
@@ -1712,15 +1789,16 @@ dependencies = [
 
 [[package]]
 name = "polars-arrow"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dd503430a6d9779b07915d858865fe998317ef3cfef8973881f578ac5d4baae7"
+checksum = "faacd21a2548fa6d50c72d6b8d4649a8e029a0f3c6c5545b7f436f0610e49b0f"
 dependencies = [
  "ahash",
- "arrow-format",
+ "atoi",
  "atoi_simd",
  "bytemuck",
  "chrono",
+ "chrono-tz",
  "dyn-clone",
  "either",
  "ethnum",
@@ -1729,29 +1807,56 @@ dependencies = [
  "getrandom",
  "hashbrown",
  "itoa",
+ "itoap",
  "lz4",
  "multiversion",
  "num-traits",
+ "polars-arrow-format",
  "polars-error",
  "polars-utils",
- "rustc_version",
  "ryu",
  "simdutf8",
  "streaming-iterator",
  "strength_reduce",
+ "version_check",
  "zstd",
 ]
 
+[[package]]
+name = "polars-arrow-format"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "19b0ef2474af9396b19025b189d96e992311e6a47f90c53cd998b36c4c64b84c"
+dependencies = [
+ "planus",
+ "serde",
+]
+
+[[package]]
+name = "polars-compute"
+version = "0.37.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32d9dc87f8003ae0edeef5ad9ac92b2a345480bbe17adad64496113ae84706dd"
+dependencies = [
+ "bytemuck",
+ "num-traits",
+ "polars-arrow",
+ "polars-error",
+ "polars-utils",
+ "version_check",
+]
+
 [[package]]
 name = "polars-core"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ae73d5b8e55decde670caba1cc82b61f14bfb9a72503198f0997d657a98dcfd6"
+checksum = "befd4d280a82219a01035c4f901319ceba65998c594d0c64f9a439cdee1d7777"
 dependencies = [
  "ahash",
  "bitflags 2.4.1",
  "bytemuck",
  "chrono",
+ "chrono-tz",
  "comfy-table",
  "either",
  "hashbrown",
@@ -1759,6 +1864,7 @@ dependencies = [
  "num-traits",
  "once_cell",
  "polars-arrow",
+ "polars-compute",
  "polars-error",
  "polars-row",
  "polars-utils",
@@ -1774,11 +1880,11 @@ dependencies = [
 
 [[package]]
 name = "polars-error"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "eb0520d68eaa9993ae0c741409d1526beff5b8f48e1d73e4381616f8152cf488"
+checksum = "50f2435b02d1ba36d8c1f6a722cad04e4c0b2705a3112c5706e6960d405d7798"
 dependencies = [
- "arrow-format",
+ "polars-arrow-format",
  "regex",
  "simdutf8",
  "thiserror",
@@ -1786,9 +1892,9 @@ dependencies = [
 
 [[package]]
 name = "polars-io"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "96e10a0745acd6009db64bef0ceb9e23a70b1c27b26a0a6517c91f3e6363bc06"
+checksum = "b51fba2cf014cb39c2b38353d601540fb9db643be65abb9ca8ff44b9c4c4a88e"
 dependencies = [
  "ahash",
  "atoi_simd",
@@ -1816,9 +1922,9 @@ dependencies = [
 
 [[package]]
 name = "polars-lazy"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "3555f759705be6dd0d3762d16a0b8787b2dc4da73b57465f3b2bf1a070ba8f20"
+checksum = "d83343e413346f048f3a5ad07c0ea4b5d0bada701a482878213142970b0ddff8"
 dependencies = [
  "ahash",
  "bitflags 2.4.1",
@@ -1839,33 +1945,39 @@ dependencies = [
 
 [[package]]
 name = "polars-ops"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1a7eb218296aaa7f79945f08288ca32ca3cf25fa505649eeee689ec21eebf636"
+checksum = "6395f5fd5e1adf016fd6403c0a493181c1a349a7a145b2687cdf50a0d630310a"
 dependencies = [
  "ahash",
  "argminmax",
+ "base64",
  "bytemuck",
+ "chrono",
+ "chrono-tz",
  "either",
  "hashbrown",
+ "hex",
  "indexmap",
  "memchr",
  "num-traits",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-error",
  "polars-utils",
  "rayon",
  "regex",
  "smartstring",
+ "unicode-reverse",
  "version_check",
 ]
 
 [[package]]
 name = "polars-pipe"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "66094e7df64c932a9a7bdfe7df0c65efdcb192096e11a6a765a9778f78b4bdec"
+checksum = "390a831b864bc57a4cb260b0595030dfb6a4260a3723cf8ca17968ee2078b8ff"
 dependencies = [
  "crossbeam-channel",
  "crossbeam-queue",
@@ -1873,6 +1985,7 @@ dependencies = [
  "hashbrown",
  "num-traits",
  "polars-arrow",
+ "polars-compute",
  "polars-core",
  "polars-io",
  "polars-ops",
@@ -1886,12 +1999,13 @@ dependencies = [
 
 [[package]]
 name = "polars-plan"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "10e32a0958ef854b132bad7f8369cb3237254635d5e864c99505bc0bc1035fbc"
+checksum = "7fb7d7527be2aa33baace9000f6772eb9df7cd57ec010a4b273435d2dc1349e8"
 dependencies = [
  "ahash",
  "bytemuck",
+ "chrono-tz",
  "once_cell",
  "percent-encoding",
  "polars-arrow",
@@ -1909,9 +2023,9 @@ dependencies = [
 
 [[package]]
 name = "polars-row"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "d135ab81cac2906ba74ea8984c7e6025d081ae5867615bcefb4d84dfdb456dac"
+checksum = "f4984d97aad3d0db92afe76ebcab10b5e37a1216618b5703ae0d2917ccd6168c"
 dependencies = [
  "polars-arrow",
  "polars-error",
@@ -1920,10 +2034,11 @@ dependencies = [
 
 [[package]]
 name = "polars-sql"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "b8dbd7786849a5e3ad1fde188bf38141632f626e3a57319b0bbf7a5f1d75519e"
+checksum = "77f62a8b8f93146ec1eb2ef340d77eeb174e8010035e449bfdd424d2b1fd944a"
 dependencies = [
+ "hex",
  "polars-arrow",
  "polars-core",
  "polars-error",
@@ -1937,12 +2052,13 @@ dependencies = [
 
 [[package]]
 name = "polars-time"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "aae56f79e9cedd617773c1c8f5ca84a31a8b1d593714959d5f799e7bdd98fe51"
+checksum = "6d75348a51d0c97f3b83df860ecb35a6ac6c5dafc6278cac4e1ac101d96dc753"
 dependencies = [
  "atoi",
  "chrono",
+ "chrono-tz",
  "now",
  "once_cell",
  "polars-arrow",
@@ -1956,9 +2072,9 @@ dependencies = [
 
 [[package]]
 name = "polars-utils"
-version = "0.35.4"
+version = "0.37.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "da6ce68169fe61d46958c8eab7447360f30f2f23f6e24a0ce703a14b0a3cfbfc"
+checksum = "38f9c955bb1e9b55d835aeb7fe4e4e8826e01abe5f0ada979ceb7d2b9af7b569"
 dependencies = [
  "ahash",
  "bytemuck",
@@ -2730,7 +2846,7 @@ dependencies = [
 
 [[package]]
 name = "rust-data-analysis"
-version = "0.1.0"
+version = "0.1.2"
 dependencies = [
  "blas-src",
  "chrono",
@@ -2904,6 +3020,12 @@ version = "0.1.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "f27f6278552951f1f2b8cf9da965d10969b2efdea95a6ec47987ab46edfe263a"
 
+[[package]]
+name = "siphasher"
+version = "0.3.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38b58827f4464d87d377d175e90bf58eb00fd8716ff0a62f80356b5e61555d0d"
+
 [[package]]
 name = "smallvec"
 version = "1.11.2"
@@ -3044,16 +3166,16 @@ dependencies = [
 
 [[package]]
 name = "sysinfo"
-version = "0.29.11"
+version = "0.30.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "cd727fc423c2060f6c92d9534cef765c65a6ed3f428a03d7def74a8c4348e666"
+checksum = "1fb4f3438c8f6389c864e61221cbc97e9bca98b4daf39a5beb7bea660f528bb2"
 dependencies = [
  "cfg-if",
  "core-foundation-sys",
  "libc",
  "ntapi",
  "once_cell",
- "winapi",
+ "windows",
 ]
 
 [[package]]
@@ -3245,6 +3367,15 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c7f91c8b21fbbaa18853c3d0801c78f4fc94cdb976699bb03e832e75f7fd22f0"
 
+[[package]]
+name = "unicode-reverse"
+version = "1.0.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0bea5dacebb0d2d0a69a6700a05b59b3908bf801bf563a49bd27a1b60122962c"
+dependencies = [
+ "unicode-segmentation",
+]
+
 [[package]]
 name = "unicode-segmentation"
 version = "1.10.1"
@@ -3420,6 +3551,16 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
+[[package]]
+name = "windows"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e48a53791691ab099e5e2ad123536d0fff50652600abaf43bbf952894110d0be"
+dependencies = [
+ "windows-core 0.52.0",
+ "windows-targets 0.52.0",
+]
+
 [[package]]
 name = "windows-core"
 version = "0.51.1"
@@ -3429,6 +3570,15 @@ dependencies = [
  "windows-targets 0.48.5",
 ]
 
+[[package]]
+name = "windows-core"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "33ab640c8d7e35bf8ba19b884ba838ceb4fba93a4e8c65a9059d08afcfc683d9"
+dependencies = [
+ "windows-targets 0.52.0",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.48.0"
diff --git a/Cargo.toml b/Cargo.toml
index 2759457..b3fb956 100644
--- a/Cargo.toml
+++ b/Cargo.toml
@@ -20,6 +20,6 @@ ndarray = "0.15.6"
 ndarray-linalg = "0.16.0"
 ndarray-rand = "0.14.0"
 plotters = "0.3.5"
-polars = "0.35.4"
+polars = "0.37.0"
 smartcore = "0.3.2"
 statrs = "0.16.0"