diff --git a/crates/nu-command/src/commands/dataframe/load.rs b/crates/nu-command/src/commands/dataframe/load.rs
index 7fe3f736..edea46d4 100644
--- a/crates/nu-command/src/commands/dataframe/load.rs
+++ b/crates/nu-command/src/commands/dataframe/load.rs
@@ -43,7 +43,7 @@ impl WholeStreamCommand for DataFrame {
             .named(
                 "infer_schema",
                 SyntaxShape::Number,
-                "Set number of row to infer the schema of the file. CSV file",
+                "Set number of rows to infer the schema of the file. CSV file",
                 None,
             )
             .named(
@@ -172,14 +172,10 @@ fn from_csv(args: CommandArgs) -> Result<polars::prelude::DataFrame, ShellError>
         }
     };
 
-    let csv_reader = if no_header {
-        csv_reader.has_header(false)
-    } else {
-        csv_reader.has_header(true)
-    };
+    let csv_reader = csv_reader.has_header(!no_header);
 
     let csv_reader = match infer_schema {
-        None => csv_reader.infer_schema(None),
+        None => csv_reader,
         Some(r) => csv_reader.infer_schema(Some(r.item)),
     };