diff --git a/crates/nu-command/src/default_context.rs b/crates/nu-command/src/default_context.rs
index 6f3d2f63db..1bfe1b8ca9 100644
--- a/crates/nu-command/src/default_context.rs
+++ b/crates/nu-command/src/default_context.rs
@@ -51,6 +51,7 @@ pub fn create_default_context() -> EngineState {
             Append,
             Collect,
             Columns,
+            Compact,
             Drop,
             DropColumn,
             DropNth,
diff --git a/crates/nu-command/src/filters/compact.rs b/crates/nu-command/src/filters/compact.rs
new file mode 100644
index 0000000000..184f90976c
--- /dev/null
+++ b/crates/nu-command/src/filters/compact.rs
@@ -0,0 +1,116 @@
+use nu_engine::CallExt;
+use nu_protocol::{
+    ast::Call, engine::Command, engine::EngineState, engine::Stack, Category, Example,
+    PipelineData, ShellError, Signature, Span, SyntaxShape, Value,
+};
+
+#[derive(Clone)]
+pub struct Compact;
+
+impl Command for Compact {
+    fn name(&self) -> &str {
+        "compact"
+    }
+
+    fn signature(&self) -> Signature {
+        Signature::build("compact")
+            .rest(
+                "columns",
+                SyntaxShape::Any,
+                "the columns to compact from the table",
+            )
+            .category(Category::Filters)
+    }
+
+    fn usage(&self) -> &str {
+        "Creates a table with non-empty rows."
+    }
+
+    fn run(
+        &self,
+        engine_state: &EngineState,
+        stack: &mut Stack,
+        call: &Call,
+        input: PipelineData,
+    ) -> Result<nu_protocol::PipelineData, ShellError> {
+        compact(engine_state, stack, call, input)
+    }
+
+    fn examples(&self) -> Vec<Example> {
+        vec![
+            Example {
+                description: "Filter out all records where 'Hello' is null (returns nothing)",
+                example: r#"echo [["Hello" "World"]; [$nothing 3]]| compact Hello"#,
+                result: Some(Value::List {
+                    vals: vec![],
+                    span: Span::test_data(),
+                }),
+            },
+            Example {
+                description: "Filter out all records where 'World' is null (Returns the table)",
+                example: r#"echo [["Hello" "World"]; [$nothing 3]]| compact World"#,
+                result: Some(Value::List {
+                    vals: vec![Value::Record {
+                        cols: vec!["Hello".into(), "World".into()],
+                        vals: vec![Value::nothing(Span::test_data()), Value::test_int(3)],
+                        span: Span::test_data(),
+                    }],
+                    span: Span::test_data(),
+                }),
+            },
+            Example {
+                description: "Filter out all instances of nothing from a list (Returns [1,2]",
+                example: r#"echo [1, $nothing, 2] | compact"#,
+                result: Some(Value::List {
+                    vals: vec![Value::test_int(1), Value::test_int(2)],
+                    span: Span::test_data(),
+                }),
+            },
+        ]
+    }
+}
+
+pub fn compact(
+    engine_state: &EngineState,
+    stack: &mut Stack,
+    call: &Call,
+    input: PipelineData,
+) -> Result<nu_protocol::PipelineData, ShellError> {
+    let columns: Vec<String> = call.rest(engine_state, stack, 0)?;
+    input.filter(
+        move |item| {
+            match item {
+                // Nothing is filtered out
+                Value::Nothing { .. } => false,
+                Value::Record { .. } => {
+                    for column in columns.iter() {
+                        match item.get_data_by_key(column) {
+                            None => return false,
+                            Some(x) => {
+                                if let Value::Nothing { .. } = x {
+                                    return false;
+                                }
+                            }
+                        }
+                    }
+                    // No defined columns contained Nothing
+                    true
+                }
+                // Any non-Nothing, non-record should be kept
+                _ => true,
+            }
+        },
+        engine_state.ctrlc.clone(),
+    )
+}
+
+#[cfg(test)]
+mod tests {
+    use super::Compact;
+
+    #[test]
+    fn examples_work_as_expected() {
+        use crate::test_examples;
+        test_examples(Compact {})
+    }
+}
diff --git a/crates/nu-command/src/filters/mod.rs b/crates/nu-command/src/filters/mod.rs
index a4a42649a4..bb70b47cd2 100644
--- a/crates/nu-command/src/filters/mod.rs
+++ b/crates/nu-command/src/filters/mod.rs
@@ -3,6 +3,7 @@ mod any;
 mod append;
 mod collect;
 mod columns;
+mod compact;
 mod drop;
 mod each;
 mod empty;
@@ -33,6 +34,7 @@ pub use any::Any;
 pub use append::Append;
 pub use collect::Collect;
 pub use columns::Columns;
+pub use compact::Compact;
 pub use drop::*;
 pub use each::Each;
 pub use empty::Empty;