diff --git a/crates/nu-command/src/dataframe/eager/append.rs b/crates/nu-command/src/dataframe/eager/append.rs
index 8b0f21ea38..9d8c71a3ff 100644
--- a/crates/nu-command/src/dataframe/eager/append.rs
+++ b/crates/nu-command/src/dataframe/eager/append.rs
@@ -32,7 +32,7 @@ impl Command for AppendDF {
         vec![
             Example {
                 description: "Appends a dataframe as new columns",
-                example: r#"let a = ([['a' 'b']; [1 2] [3 4]] | into df);
+                example: r#"let a = ([[a b]; [1 2] [3 4]] | into df);
     $a | append $a"#,
                 result: Some(
                     NuDataFrame::try_from_columns(vec![
@@ -59,7 +59,7 @@ impl Command for AppendDF {
             },
             Example {
                 description: "Appends a dataframe merging at the end of columns",
-                example: r#"let a = ([['a' 'b']; [1 2] [3 4]] | into df);
+                example: r#"let a = ([[a b]; [1 2] [3 4]] | into df);
     $a | append $a --col"#,
                 result: Some(
                     NuDataFrame::try_from_columns(vec![
diff --git a/crates/nu-command/src/dataframe/eager/drop_nulls.rs b/crates/nu-command/src/dataframe/eager/drop_nulls.rs
index f7989960d7..27bc629cd9 100644
--- a/crates/nu-command/src/dataframe/eager/drop_nulls.rs
+++ b/crates/nu-command/src/dataframe/eager/drop_nulls.rs
@@ -36,9 +36,9 @@ impl Command for DropNulls {
         vec![
             Example {
                 description: "drop null values in dataframe",
-                example: r#"let my_df = ([[a b]; [1 2] [3 0] [1 2]] | into df);
-    let res = ($my_df.b / $my_df.b);
-    let a = ($my_df | with-column $res --name 'res');
+                example: r#"let df = ([[a b]; [1 2] [3 0] [1 2]] | into df);
+    let res = ($df.b / $df.b);
+    let a = ($df | with-column $res --name res);
     $a | drop-nulls"#,
                 result: Some(
                     NuDataFrame::try_from_columns(vec![
diff --git a/crates/nu-command/src/dataframe/eager/take.rs b/crates/nu-command/src/dataframe/eager/take.rs
index 6ee189c9ca..68e3d058d7 100644
--- a/crates/nu-command/src/dataframe/eager/take.rs
+++ b/crates/nu-command/src/dataframe/eager/take.rs
@@ -38,9 +38,9 @@ impl Command for TakeDF {
         vec![
             Example {
                 description: "Takes selected rows from dataframe",
-                example: r#"let my_df = ([[a b]; [4 1] [5 2] [4 3]] | into df);
+                example: r#"let df = ([[a b]; [4 1] [5 2] [4 3]] | into df);
     let indices = ([0 2] | into df);
-    $my_df | take $indices"#,
+    $df | take $indices"#,
                 result: Some(
                     NuDataFrame::try_from_columns(vec![
                         Column::new(
diff --git a/crates/nu-parser/src/parser.rs b/crates/nu-parser/src/parser.rs
index 177fa2f1e1..f92cb69e61 100644
--- a/crates/nu-parser/src/parser.rs
+++ b/crates/nu-parser/src/parser.rs
@@ -74,10 +74,6 @@ pub fn is_math_expression_like(
         return true;
     }
 
-    if bytes == b"nu" {
-        return false;
-    }
-
     let b = bytes[0];
 
     if b == b'('
@@ -119,11 +115,6 @@ pub fn is_math_expression_like(
         return true;
     }
 
-    let parsed_variable = parse_variable(working_set, span);
-    if parsed_variable.0.is_some() && parsed_variable.1.is_none() {
-        return true;
-    }
-
     false
 }
 
@@ -4027,23 +4018,6 @@ pub fn parse_value(
         return parse_variable_expr(working_set, span);
     }
 
-    let parsed_variable = parse_variable(working_set, span);
-    if parsed_variable.0.is_some() && parsed_variable.1.is_none() {
-        let var_id = parsed_variable
-            .0
-            .expect("internal error: already checked var id exists");
-        return (
-            Expression {
-                expr: Expr::Var(var_id),
-                span,
-                custom_completion: None,
-                ty: working_set.get_variable(var_id).ty.clone(),
-            },
-            None,
-        );
-    }
-    let bytes = working_set.get_span_contents(span);
-
     // Check for reserved keyword values
     match bytes {
         b"true" => {
diff --git a/crates/nu-protocol/src/engine/engine_state.rs b/crates/nu-protocol/src/engine/engine_state.rs
index 5855896c86..240d06ef4a 100644
--- a/crates/nu-protocol/src/engine/engine_state.rs
+++ b/crates/nu-protocol/src/engine/engine_state.rs
@@ -1511,21 +1511,13 @@ impl<'a> StateWorkingSet<'a> {
     pub fn find_variable(&self, name: &[u8]) -> Option<VarId> {
         let mut removed_overlays = vec![];
 
-        let name = if name.starts_with(&[b'$']) {
-            name.to_vec()
-        } else {
-            let mut new_name = name.to_vec();
-            new_name.insert(0, b'$');
-            new_name
-        };
-
         for scope_frame in self.delta.scope.iter().rev() {
             for overlay_frame in scope_frame
                 .active_overlays(&mut removed_overlays)
                 .iter()
                 .rev()
             {
-                if let Some(var_id) = overlay_frame.vars.get(&name) {
+                if let Some(var_id) = overlay_frame.vars.get(name) {
                     return Some(*var_id);
                 }
             }
@@ -1537,7 +1529,7 @@ impl<'a> StateWorkingSet<'a> {
             .iter()
             .rev()
         {
-            if let Some(var_id) = overlay_frame.vars.get(&name) {
+            if let Some(var_id) = overlay_frame.vars.get(name) {
                 return Some(*var_id);
             }
         }