A Halin graph is a graph constructed by embedding a tree with no vertex of degree two in the plane and then adding a cycle to join the tree’s leaves.
We found a list of the number of Halin graphs within $14$ vertices on the website https://oeis.org/A346779.
n a(n)
1 0
2 0
3 0
4 1
5 1
6 2
7 2
8 4
9 6
10 13
11 22
12 50
13 106
14 252
It seems that there aren't many Halin graphs with at most 14 vertices (252 Halin graphs with 14 vertices is considered quite a small number).
Based on this, I estimate that the number of non-isomorphic Halin graphs within 20 vertices may also not be too large.
By Wiki, it is possible to test whether a given $n$-vertex graph is a Halin graph in linear time. To obtain Halin graphs with more vertices, such as a Halin graph with 20 vertices, one approach could be to generate 3-connected planar graphs with 20 vertices first and then filter them one by one. However, the problem is that the number of 3-connected planar graphs with 20 vertices is astronomically large. Therefore, I wonder if there is an algorithm generating Halin graphs or existing graph data available (I haven't found it either).