Treemap

>>> from techminer2.tech_mining.svd.cooc_matrix.kmeans import treemap
>>> treemap(
...     #
...     # PARAMS:
...     field="nlp_phrases",
...     association_index=None,
...     #
...     # FIGURE PARAMS:
...     title=None,
...     #
...     # ITEM PARAMS:
...     top_n=20,
...     occ_range=(None, None),
...     gc_range=(None, None),
...     custom_items=None,
...     #
...     # SVD PARAMS:
...     n_components=5,
...     algorithm_svd="randomized",
...     n_iter=5,
...     n_oversamples=10,
...     power_iteration_normalizer="auto",
...     random_state=0,
...     tol=0.0,
...     #
...     # KMEANS PARAMS:
...     n_clusters=6,
...     init="k-means++",
...     n_init=10,
...     max_iter=300,
...     kmeans_tol=0.0001,
...     algorithm_kmeans="auto",
...     #
...     # DATABASE PARAMS:
...     root_dir="example/",
...     database="main",
...     year_filter=(None, None),
...     cited_by_filter=(None, None),
... ).write_html("sphinx/_static/analyze/svd/cooc_matrix/kmeans/treemap.html")