vb.net modify column in CSV file - vb.net

Question

I have a CSV file with many rows in which I need to update/replace column four's value using VB.NET. There are no headers on the columns so the loop can start on row one.
infile.csv
"value1","value2","value3","value4"
After much googling, there are lots of examples on how to read and write CSV files, but none quite what is needed. I know there are multiple ways to accomplish this task, but a requirement is that it's done with VB.NET. Any help would be greatly appreciated.
Final code ported from Marco's C# answer
Private Sub CSVmod(ByVal strFileName As String, ByVal newFileName As String)
Dim strLines As String() = File.ReadAllLines(strFileName)
Dim strList As New List(Of String)
Dim strReplace As String = "test"
For Each line In strLines
Dim strValues As String() = line.Split(",")
If (strValues.Length = 14) Then
strValues(3) = strReplace
strList.Add(String.Join(",", strValues))
End If
Next
File.WriteAllLines(newFileName, strList.ToArray())

Answer 1

I'm sorry, but I can write it only in C#.
I think you won't find many problems to convert to VB.NET.
Here is my code:
private void SubstFile(string filename, string newFileName)
{
// Reading all rows of the file
string[] lines = File.ReadAllLines(filename);
List<string> list = new List<string>();
foreach (string line in lines)
{
// For every row I split it with commas
string[] values = line.Split(',');
// Check to have 4 values
if (values.Length == 4)
{
// Substitute fourth value
values[3] = "new value";
// Add modified row to list
list.Add(String.Join(",", values));
}
}
// Save list to new file
File.WriteAllLines(newFileName, list.ToArray());
}
VB.NET version:
Private Sub SubstFile(filename As String, newFileName As String)
' Reading all rows of the file
Dim lines As String() = File.ReadAllLines(filename)
Dim list As List(Of String) = New List(Of String)()
For Each line As String In lines
' For every row I split it with commas
Dim values As String() = line.Split(","c)
' Check to have 4 values
If values.Length = 4 Then
' Substitute fourth value
values(3) = "new value"
' Add modified row to list
list.Add(String.Join(",", values))
End If
Next
' Save list to new file
File.WriteAllLines(newFileName, list.ToArray())
End Sub

Answer 2

Use python....one line of code
df = pandas.read_csv('file.csv)