diff --git a/crates/polars-core/Cargo.toml b/crates/polars-core/Cargo.toml
index a14605c062f9..590a73ea8e80 100644
--- a/crates/polars-core/Cargo.toml
+++ b/crates/polars-core/Cargo.toml
@@ -61,6 +61,7 @@ nightly = ["simd", "hashbrown/nightly", "polars-utils/nightly", "arrow/nightly"]
 avx512 = []
 docs = []
 temporal = ["regex", "chrono", "polars-error/regex"]
+proptest = ["dep:proptest", "dtype-u8", "dtype-u16", "dtype-i8", "dtype-i16", "dtype-u128", "dtype-i128"]
 random = ["rand", "rand_distr"]
 algorithm_group_by = []
 default = ["algorithm_group_by"]
diff --git a/crates/polars-core/src/series/mod.rs b/crates/polars-core/src/series/mod.rs
index d5e93fce81fc..da02efa3670f 100644
--- a/crates/polars-core/src/series/mod.rs
+++ b/crates/polars-core/src/series/mod.rs
@@ -25,6 +25,8 @@ pub mod implementations;
 mod into;
 pub(crate) mod iterator;
 pub mod ops;
+#[cfg(feature = "proptest")]
+pub mod proptest;
 mod series_trait;
 
 use std::borrow::Cow;
diff --git a/crates/polars-core/src/series/proptest.rs b/crates/polars-core/src/series/proptest.rs
new file mode 100644
index 000000000000..7a7881b6cc46
--- /dev/null
+++ b/crates/polars-core/src/series/proptest.rs
@@ -0,0 +1,149 @@
+use std::ops::RangeInclusive;
+use std::rc::Rc;
+use std::sync::atomic::{AtomicUsize, Ordering};
+
+use arrow::bitmap::bitmask::nth_set_bit_u32;
+use proptest::prelude::*;
+
+use crate::prelude::{NamedFrom, Series};
+
+static COUNTER: AtomicUsize = AtomicUsize::new(0);
+
+fn next_column_name() -> String {
+    format!("col_{}", COUNTER.fetch_add(1, Ordering::Relaxed))
+}
+
+bitflags::bitflags! {
+    #[derive(Debug, Clone, Copy, PartialEq, Eq)]
+    pub struct SeriesArbitrarySelection: u32 {
+        const BOOLEAN = 1;
+        const UINT = 1 << 1;
+        const INT = 1 << 2;
+        const FLOAT = 1 << 3;
+        const STRING = 1 << 4;
+        const BINARY = 1 << 5;
+    }
+}
+
+impl SeriesArbitrarySelection {
+    pub fn physical() -> Self {
+        Self::BOOLEAN | Self::UINT | Self::INT | Self::FLOAT | Self::STRING | Self::BINARY
+    }
+}
+
+#[derive(Clone)]
+pub struct SeriesArbitraryOptions {
+    pub allowed_dtypes: SeriesArbitrarySelection,
+    pub series_length_range: RangeInclusive<usize>,
+}
+
+impl Default for SeriesArbitraryOptions {
+    fn default() -> Self {
+        Self {
+            allowed_dtypes: SeriesArbitrarySelection::all(),
+            series_length_range: 0..=5,
+        }
+    }
+}
+
+pub fn series_strategy(options: Rc<SeriesArbitraryOptions>) -> impl Strategy<Value = Series> {
+    use SeriesArbitrarySelection as S;
+    #[allow(unused_mut)]
+    let mut allowed_dtypes = options.allowed_dtypes;
+
+    let num_possible_types = allowed_dtypes.bits().count_ones();
+    assert!(num_possible_types > 0);
+
+    (0..num_possible_types).prop_flat_map(move |i| {
+        let selection =
+            S::from_bits_retain(1 << nth_set_bit_u32(options.allowed_dtypes.bits(), i).unwrap());
+
+        match selection {
+            _ if selection == S::BOOLEAN => {
+                series_boolean_strategy(options.series_length_range.clone()).boxed()
+            },
+            _ if selection == S::UINT => {
+                series_uint_strategy(options.series_length_range.clone()).boxed()
+            },
+            _ if selection == S::INT => {
+                series_int_strategy(options.series_length_range.clone()).boxed()
+            },
+            _ if selection == S::FLOAT => {
+                series_float_strategy(options.series_length_range.clone()).boxed()
+            },
+            _ if selection == S::STRING => {
+                series_string_strategy(options.series_length_range.clone()).boxed()
+            },
+            _ if selection == S::BINARY => {
+                series_binary_strategy(options.series_length_range.clone()).boxed()
+            },
+            _ => unreachable!(),
+        }
+    })
+}
+
+pub fn series_boolean_strategy(
+    series_length_range: RangeInclusive<usize>,
+) -> impl Strategy<Value = Series> {
+    prop::collection::vec(any::<bool>(), series_length_range)
+        .prop_map(|bools| Series::new(next_column_name().into(), bools))
+}
+
+pub fn series_uint_strategy(
+    series_length_range: RangeInclusive<usize>,
+) -> impl Strategy<Value = Series> {
+    prop_oneof![
+        prop::collection::vec(any::<u8>(), series_length_range.clone())
+            .prop_map(|uints| Series::new(next_column_name().into(), uints)),
+        prop::collection::vec(any::<u16>(), series_length_range.clone())
+            .prop_map(|uints| Series::new(next_column_name().into(), uints)),
+        prop::collection::vec(any::<u32>(), series_length_range.clone())
+            .prop_map(|uints| Series::new(next_column_name().into(), uints)),
+        prop::collection::vec(any::<u64>(), series_length_range.clone())
+            .prop_map(|uints| Series::new(next_column_name().into(), uints)),
+        prop::collection::vec(any::<u128>(), series_length_range)
+            .prop_map(|uints| Series::new(next_column_name().into(), uints)),
+    ]
+}
+
+pub fn series_int_strategy(
+    series_length_range: RangeInclusive<usize>,
+) -> impl Strategy<Value = Series> {
+    prop_oneof![
+        prop::collection::vec(any::<i8>(), series_length_range.clone())
+            .prop_map(|ints| Series::new(next_column_name().into(), ints)),
+        prop::collection::vec(any::<i16>(), series_length_range.clone())
+            .prop_map(|ints| Series::new(next_column_name().into(), ints)),
+        prop::collection::vec(any::<i32>(), series_length_range.clone())
+            .prop_map(|ints| Series::new(next_column_name().into(), ints)),
+        prop::collection::vec(any::<i64>(), series_length_range.clone())
+            .prop_map(|ints| Series::new(next_column_name().into(), ints)),
+        prop::collection::vec(any::<i128>(), series_length_range)
+            .prop_map(|ints| Series::new(next_column_name().into(), ints)),
+    ]
+}
+
+pub fn series_float_strategy(
+    series_length_range: RangeInclusive<usize>,
+) -> impl Strategy<Value = Series> {
+    prop_oneof![
+        prop::collection::vec(any::<f32>(), series_length_range.clone())
+            .prop_map(|floats| Series::new(next_column_name().into(), floats)),
+        prop::collection::vec(any::<f64>(), series_length_range)
+            .prop_map(|floats| Series::new(next_column_name().into(), floats)),
+    ]
+}
+
+pub fn series_string_strategy(
+    series_length_range: RangeInclusive<usize>,
+) -> impl Strategy<Value = Series> {
+    prop::collection::vec(any::<String>(), series_length_range)
+        .prop_map(|strings| Series::new(next_column_name().into(), strings))
+}
+
+pub fn series_binary_strategy(
+    series_length_range: RangeInclusive<usize>,
+) -> impl Strategy<Value = Series> {
+    prop::collection::vec(any::<u8>(), series_length_range)
+        .prop_map(|binaries| Series::new(next_column_name().into(), binaries))
+}