diff --git a/src/main.rs b/src/main.rs
index 981897e..8430df9 100644
--- a/src/main.rs
+++ b/src/main.rs
@@ -1,5 +1,6 @@
 use askama::Template;
-use chrono::Utc;
+use chrono::{NaiveDateTime, Utc};
+use csv::ReaderBuilder;
 use std::collections::HashMap;
 use std::env;
 use std::fs;
@@ -13,6 +14,65 @@ fn fmt(v: f64) -> String {
     format!("{:.2}", v)
 }
 
+fn clean_csv_file(
+    input_path: &Path,
+    output_path: &Path,
+) -> Result<String, Box<dyn std::error::Error>> {
+    let file = fs::File::open(input_path)?;
+    let mut rdr = ReaderBuilder::new()
+        .delimiter(b'\t')
+        .has_headers(true)
+        .flexible(true)
+        .from_reader(file);
+
+    let output = fs::File::create(output_path)?;
+    let mut writer = csv::WriterBuilder::new()
+        .delimiter(b'\t')
+        .from_writer(output);
+
+    let mut batch_number = String::new();
+
+    for result in rdr.records() {
+        let record = result?;
+
+        let date_str = record.get(0).unwrap_or("");
+        let batch = record.get(1).unwrap_or("").to_string();
+
+        if batch_number.is_empty() {
+            batch_number = batch.clone();
+        }
+
+        let date =
+            NaiveDateTime::parse_from_str(date_str, "%m/%d/%Y %I:%M:%S %p").unwrap_or_else(|_| {
+                NaiveDateTime::parse_from_str(date_str, "%Y-%m-%d %H:%M:%S").unwrap_or_default()
+            });
+
+        let row = vec![
+            date.format("%Y-%m-%d %H:%M:%S").to_string(),
+            batch,
+            record.get(2).unwrap_or("").to_string(),
+            record.get(3).unwrap_or("").to_string(),
+            record.get(4).unwrap_or("").to_string(),
+            record.get(5).unwrap_or("").to_string(),
+            record.get(6).unwrap_or("").to_string(),
+            record.get(7).unwrap_or("").to_string(),
+            record.get(8).unwrap_or("").to_string(),
+            record.get(9).unwrap_or("").to_string(),
+            record.get(10).unwrap_or("").to_string(),
+            record.get(11).unwrap_or("").to_string(),
+            record.get(12).unwrap_or("").to_string(),
+            record.get(13).unwrap_or("").to_string(),
+            record.get(14).unwrap_or("").to_string(),
+            record.get(15).unwrap_or("").to_string(),
+        ];
+
+        writer.write_record(&row)?;
+    }
+
+    writer.flush()?;
+    Ok(batch_number)
+}
+
 #[derive(Clone)]
 struct ProductSummary {
     name: String,
@@ -171,22 +231,29 @@ fn main() -> Result<(), Box<dyn std::error::Error>> {
         std::process::exit(1);
     }
 
-    let batch = read_csv_file(input_path)?;
+    let filename = input_path
+        .file_name()
+        .and_then(|n| n.to_str())
+        .unwrap_or("unknown")
+        .to_string();
+
+    println!("Konverterar {} till rensat format...", filename);
+
+    let cleaned_path =
+        base_output_dir.join(format!("{}.cleaned.csv", filename.trim_end_matches(".txt")));
+    let batch_number = clean_csv_file(input_path, &cleaned_path)?;
+
     println!(
-        "Laddade {} transaktioner från {}",
-        batch.transactions.len(),
-        batch.filename
+        "Konverterade {} transaktioner",
+        fs::read_to_string(&cleaned_path)?.lines().count() - 1
     );
 
-    let batch_number = batch
-        .transactions
-        .first()
-        .map(|t| t.batch_number.clone())
-        .unwrap_or_else(|| "unknown".to_string());
     let output_dir = base_output_dir.join(&batch_number);
-
     fs::create_dir_all(&output_dir)?;
 
+    let batch = read_csv_file(&cleaned_path)?;
+    println!("Laddade {} transaktioner", batch.transactions.len());
+
     let first_date = batch.transactions.first().map(|t| t.date).unwrap();
     let last_date = batch.transactions.last().map(|t| t.date).unwrap();
     let period = format!(