Factor Map#

>>> # grey colors: https://www.w3schools.com/colors/colors_shades.asp
>>> from techminer2.tech_mining.pca.cooc_matrix.kmeans import factor_map
>>> factor_map(
...     #
...     # PARAMS:
...     field="author_keywords",
...     association_index=None,
...     #
...     # ITEM PARAMS:
...     top_n=20,
...     occ_range=(None, None),
...     gc_range=(None, None),
...     custom_items=None,
...     #
...     # PCA PARAMS:
...     n_components=5,
...     whiten=False,
...     svd_solver="auto",
...     pca_tol=0.0,
...     iterated_power="auto",
...     n_oversamples=10,
...     power_iteration_normalizer="auto",
...     random_state=0,
...     #
...     # KMEANS PARAMS:
...     n_clusters=6,
...     init="k-means++",
...     n_init=10,
...     max_iter=300,
...     kmeans_tol=0.0001,
...     algorithm="auto",
...     #
...     # LAYOUT:
...     nx_k=None,
...     nx_iterations=30,
...     nx_random_state=0,
...     #
...     # NODES:
...     node_color="#7793a5",
...     node_size_range=(30, 70),
...     textfont_size_range=(10, 20),
...     textfont_opacity_range=(0.35, 1.00),
...     #
...     # EDGES:
...     edge_top_n=None,
...     edge_similarity_min=None,
...     edge_widths=(2, 2, 4, 6),
...     edge_colors=("#7793a5", "#7793a5", "#7793a5", "#7793a5"),
...     #
...     # AXES:
...     xaxes_range=None,
...     yaxes_range=None,
...     show_axes=False,
...     #
...     # DATABASE PARAMS:
...     root_dir="example/",
...     database="main",
...     year_filter=(None, None),
...     cited_by_filter=(None, None),
... ).write_html("sphinx/_static/analyze/pca/cooc_matrix/kmeans/factor_map.html")