diff --git a/core/api/core.api b/core/api/core.api
index c91c04bde2..27636f5f29 100644
--- a/core/api/core.api
+++ b/core/api/core.api
@@ -1939,17 +1939,6 @@ public final class org/jetbrains/kotlinx/dataframe/api/DescribeKt {
 	public static final fun describe (Lorg/jetbrains/kotlinx/dataframe/DataFrame;[Lorg/jetbrains/kotlinx/dataframe/columns/ColumnReference;)Lorg/jetbrains/kotlinx/dataframe/DataFrame;
 }
 
-public final class org/jetbrains/kotlinx/dataframe/api/DigitizeKt {
-	public static final fun digitize (Lorg/jetbrains/kotlinx/dataframe/DataColumn;Ljava/util/List;Lkotlin/reflect/KClass;Z)Lorg/jetbrains/kotlinx/dataframe/DataColumn;
-	public static final fun digitize (Lorg/jetbrains/kotlinx/dataframe/DataColumn;Ljava/util/List;Z)Lorg/jetbrains/kotlinx/dataframe/DataColumn;
-	public static final fun digitize (Lorg/jetbrains/kotlinx/dataframe/DataColumn;[IZ)Lorg/jetbrains/kotlinx/dataframe/DataColumn;
-	public static final fun digitize (Lorg/jetbrains/kotlinx/dataframe/DataColumn;[Ljava/lang/Comparable;Z)Lorg/jetbrains/kotlinx/dataframe/DataColumn;
-	public static synthetic fun digitize$default (Lorg/jetbrains/kotlinx/dataframe/DataColumn;Ljava/util/List;Lkotlin/reflect/KClass;ZILjava/lang/Object;)Lorg/jetbrains/kotlinx/dataframe/DataColumn;
-	public static synthetic fun digitize$default (Lorg/jetbrains/kotlinx/dataframe/DataColumn;Ljava/util/List;ZILjava/lang/Object;)Lorg/jetbrains/kotlinx/dataframe/DataColumn;
-	public static synthetic fun digitize$default (Lorg/jetbrains/kotlinx/dataframe/DataColumn;[IZILjava/lang/Object;)Lorg/jetbrains/kotlinx/dataframe/DataColumn;
-	public static synthetic fun digitize$default (Lorg/jetbrains/kotlinx/dataframe/DataColumn;[Ljava/lang/Comparable;ZILjava/lang/Object;)Lorg/jetbrains/kotlinx/dataframe/DataColumn;
-}
-
 public abstract interface class org/jetbrains/kotlinx/dataframe/api/DistinctColumnsSelectionDsl {
 	public fun distinct (Lorg/jetbrains/kotlinx/dataframe/columns/ColumnSet;)Lorg/jetbrains/kotlinx/dataframe/columns/ColumnSet;
 }
diff --git a/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/digitize.kt b/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/digitize.kt
deleted file mode 100644
index da118b3230..0000000000
--- a/core/src/main/kotlin/org/jetbrains/kotlinx/dataframe/api/digitize.kt
+++ /dev/null
@@ -1,39 +0,0 @@
-package org.jetbrains.kotlinx.dataframe.api
-
-import org.jetbrains.kotlinx.dataframe.DataColumn
-import kotlin.reflect.KClass
-
-// region DataColumn
-
-public fun DataColumn<Double>.digitize(vararg bins: Int, right: Boolean = false): DataColumn<Int> =
-    digitize(bins.toList(), Double::class, right)
-
-public fun <T : Comparable<T>> DataColumn<T>.digitize(vararg bins: T, right: Boolean = false): DataColumn<Int> =
-    digitize(bins.toList(), right)
-
-public fun <T : Comparable<T>> DataColumn<T>.digitize(
-    bins: List<Int>,
-    kclass: KClass<T>,
-    right: Boolean = false,
-): DataColumn<Int> =
-    digitize(
-        bins = bins.toList().map { org.jetbrains.kotlinx.dataframe.impl.convert(it, kclass) },
-        right = right,
-    )
-
-public fun <T : Comparable<T>> DataColumn<T>.digitize(bins: List<T>, right: Boolean = false): DataColumn<Int> {
-    // TODO: use binary search
-    // TODO: support descending order of bins
-    val predicate: (T, T) -> Boolean = if (right) { value, bin -> value <= bin } else { value, bin -> value < bin }
-
-    return map { value ->
-        val index = bins.indexOfFirst { predicate(value, it) }
-        if (index == -1) {
-            bins.size
-        } else {
-            index
-        }
-    }
-}
-
-// endregion
diff --git a/core/src/test/kotlin/org/jetbrains/kotlinx/dataframe/testSets/person/DataFrameTests.kt b/core/src/test/kotlin/org/jetbrains/kotlinx/dataframe/testSets/person/DataFrameTests.kt
index da3d7c11aa..697d7f1634 100644
--- a/core/src/test/kotlin/org/jetbrains/kotlinx/dataframe/testSets/person/DataFrameTests.kt
+++ b/core/src/test/kotlin/org/jetbrains/kotlinx/dataframe/testSets/person/DataFrameTests.kt
@@ -48,7 +48,6 @@ import org.jetbrains.kotlinx.dataframe.api.countDistinct
 import org.jetbrains.kotlinx.dataframe.api.dataFrameOf
 import org.jetbrains.kotlinx.dataframe.api.default
 import org.jetbrains.kotlinx.dataframe.api.describe
-import org.jetbrains.kotlinx.dataframe.api.digitize
 import org.jetbrains.kotlinx.dataframe.api.distinct
 import org.jetbrains.kotlinx.dataframe.api.distinctBy
 import org.jetbrains.kotlinx.dataframe.api.div
@@ -1533,29 +1532,6 @@ class DataFrameTests : BaseTest() {
         parsed shouldBe typed
     }
 
-    @Test
-    fun digitize() {
-        val a = 20
-        val b = 40
-        val expected = typed.age.toList().map {
-            when {
-                it < a -> 0
-                it < b -> 1
-                else -> 2
-            }
-        }
-        typed.age.digitize(a, b).toList() shouldBe expected
-
-        val expectedRight = typed.age.toList().map {
-            when {
-                it <= a -> 0
-                it <= b -> 1
-                else -> 2
-            }
-        }
-        typed.age.digitize(a, b, right = true).toList() shouldBe expectedRight
-    }
-
     @Test
     fun corr() {
         val fixed = typed.fillNulls { weight }.with { 60 }