>>> from techminer2.tech_mining.pca.cooc_matrix.kmeans import concept_grid
>>> concept_grid(
... #
... # PARAMS:
... field="author_keywords",
... association_index=None,
... #
... # CONCEPT GRID PARAMS:
... conserve_counters=True,
... n_head=None,
... fontsize="9",
... #
... # 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",
... #
... # DATABASE PARAMS:
... root_dir="example/",
... database="main",
... year_filter=(None, None),
... cited_by_filter=(None, None),
... ).render("sphinx/images/analyze/pca/cooc_matrix/kmeans/concept_grid", format="png")
'sphinx/images/analyze/pca/cooc_matrix/kmeans/concept_grid.png'
