pypath.core.network.Network

class pypath.core.network.Network(resources=None, make_df=False, df_by_source=False, df_with_references=False, df_columns=None, df_dtype=None, pickle_file=None, ncbi_tax_id=9606, allow_loops=None, **kwargs)

Bases: Logger

Represents a molecular interaction network. Provides various methods to query the network and its components. Optionally converts the network to a pandas.DataFrame of interactions.

Parameters:

• resources (list,dict) – One or more lists or dictionaries containing pypath.internals.resource.NetworkResource objects.

• make_df (bool) – Create a pandas.DataFrame already when creating the instance. If no network data loaded no data frame will be created.

• ncbi_tax_id (int) – Restrict the network only to this organism. If None identifiers from any organism will be allowed.

• allow_loops (bool) – Allow interactions with the their two endpoints being the same entity.

__init__(resources=None, make_df=False, df_by_source=False, df_with_references=False, df_columns=None, df_dtype=None, pickle_file=None, ncbi_tax_id=9606, allow_loops=None, **kwargs)

Make this instance a logger.

Parameters:

• name – The label of this instance that will be prepended to all messages it sends to the logger.

• module – Send the messages by the logger of this module.

Methods

__init__([resources, make_df, df_by_source, ...])	Make this instance a logger.
add_interaction(interaction[, attrs, ...])	Adds a ready pypath.interaction.Interaction object to the network.
add_node(entity[, attrs, add])	Adds a molecular entity to the py:attr:nodes and py:attr:nodes_by_label dictionaries.
collectri([ncbi_tax_id])	Initializes a new Network object with loading the transcriptional regulation network from CollecTRI.
count_loops()
count_partners(entity, **kwargs)	Returns the count of the interacting partners for one or more entities according to the specified criteria.
direction_consistency()	Collects statistics about the consistency of interaction directions between resources. * total_directed: number of directed edges * shared_directed: number of directed edges in overlap with other resources * consistent_edges: number of edges consistent with other resources * inconsistent_edges: number of edges inconsistent with other resources * total_consistency: sum of consistencies (for all edges and all resources) * total_inconsistency: sum of inconsistencies (for all edges and all resources).
dorothea([levels, ncbi_tax_id])	Initializes a new Network object with loading the transcriptional regulation network from DoRothEA.
dorothea_resources([levels, expand_levels])
entity(entity)
entity_by_id(identifier)	Returns a pypath.entity.Entity object representing a molecular entity by looking it up by its identifier.
entity_by_label(label)	Returns a pypath.entity.Entity object representing a molecular entity by looking it up by its label.
extra_directions([resources, use_laudanna, ...])	Adds additional direction & effect information from resources having no literature curated references, but giving sufficient evidence about the directionality for interactions already supported by literature evidences from other sources.
filter_df(*args, **kwargs)
filtered([resource, entity_type, ...])
find_paths(start[, end, loops, mode, ...])	Find paths or motifs in a network.
from_igraph(pa, **kwargs)	Creates an instance from an igraph.Graph based pypath.main.PyPath object.
from_pickle(pickle_file, **kwargs)	Initializes a new Network object by loading it from a pickle file.
generate_df_records([by_source, with_references])
get_df()
get_organisms()	Returns the set of all NCBI Taxonomy IDs occurring in the network.
homology_translate(taxon[, exclude])
htp_interactions([threshold, ignore_directed])	Collects the interactions only from high-throughput studies.
htp_references([threshold])	Collects the high-throughput references i.e. the ones cited at a higher number of interactions than threshold.
init_network([resources, make_df, exclude, ...])	Loads data from a network resource or a collection of resources.
interaction(a, b)	Retrieves the interaction a --> b if it exists in the network, otherwise b --> a.
interaction_by_id(id_a, id_b)	Returns a pypath.interaction.Interaction object by looking it up based on a pair of identifiers.
interaction_by_label(label_a, label_b)	Returns a pypath.interaction.Interaction object by looking it up based on a pair of labels.
load([resources, make_df, exclude, reread, ...])	Loads data from a network resource or a collection of resources.
load_collectri(**kwargs)
load_dorothea([levels, expand_levels])
load_from_pickle(pickle_file)	Loads the network to a pickle file.
load_mirna_target(**kwargs)
load_omnipath([omnipath, ...])
load_resource(resource[, clean, reread, ...])	Loads the data from a single resource and attaches it to the network
load_resources([resources, make_df, ...])	Loads data from a network resource or a collection of resources.
load_transcription([collectri, dorothea, ...])
make_df([records, by_source, ...])	Creates a pandas.DataFrame from the interactions.
mirna_target([resources, make_df, reread, ...])	Initializes a new Network object with loading a miRNA-mRNA regulation network from all databases by default.
numof_interactions_per_reference()	Counts the number of interactions for each literature reference.
omnipath([omnipath, kinase_substrate_extra, ...])
omnipath_resources([omnipath, ...])
organisms_check([organisms, ...])	Scans the network for one or more organisms and removes the nodes and interactions which belong to any other organism.
partners(entity[, mode, direction, effect, ...])	arg str,Entity,list,set,tuple,EntityList entity:
random_interaction(**kwargs)	Picks a random interaction from the network.
reload([recursive])	Reloads the object from the module level.
remove_htp([threshold, keep_directed])
remove_interaction(entity_a, entity_b)	Removes the interaction between two nodes if exists.
remove_loops()	Removes the loop interactions from the network i.e. the ones with their two endpoints being the same entity.
remove_node(entity)	Removes a node with all its interactions.
remove_undirected([min_refs, min_resources])
remove_zero_degree()	Removes all nodes with no interaction.
reset()	Removes network data i.e. creates empty interaction and node dictionaries.
save_to_pickle(pickle_file)	Saves the network to a pickle file.
summaries_tab([outfile, return_table, ...])	Creates a table from resource vs.
to_igraph()	Converts the network to the legacy igraph.Graph based PyPath object.
transcription([dorothea, ...])	Initializes a new Network object with loading a transcriptional regulation network from all databases by default.
update_summaries([collect_args])

Attributes

activated_by	arg str,Entity,list,set,tuple,EntityList entity:
activates	arg str,Entity,list,set,tuple,EntityList entity:
collect_complex_identifiers	Builds a comprehensive collection of complex_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_complex_labels	Builds a comprehensive collection of complex_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_complexes	Builds a comprehensive collection of complexes entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_curation_effort	Builds a comprehensive collection of curation_effort entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_data_models	Builds a comprehensive collection of data_models entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_datasets	Builds a comprehensive collection of datasets entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_directed	Builds a comprehensive collection of degrees_directed entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_directed_in	Builds a comprehensive collection of degrees_directed_in entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_directed_out	Builds a comprehensive collection of degrees_directed_out entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_negative	Builds a comprehensive collection of degrees_negative entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_negative_in	Builds a comprehensive collection of degrees_negative_in entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_negative_out	Builds a comprehensive collection of degrees_negative_out entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_non_directed	Builds a comprehensive collection of degrees_non_directed entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_positive	Builds a comprehensive collection of degrees_positive entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_positive_in	Builds a comprehensive collection of degrees_positive_in entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_positive_out	Builds a comprehensive collection of degrees_positive_out entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_signed	Builds a comprehensive collection of degrees_signed entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_signed_in	Builds a comprehensive collection of degrees_signed_in entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_signed_out	Builds a comprehensive collection of degrees_signed_out entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_degrees_undirected	Builds a comprehensive collection of degrees_undirected entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_entities	Builds a comprehensive collection of entities entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_evidences	Builds a comprehensive collection of evidences entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_identifiers	Builds a comprehensive collection of identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interaction_types	Builds a comprehensive collection of interaction_types entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions	Builds a comprehensive collection of interactions entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_0	Builds a comprehensive collection of interactions_0 entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_directed	Builds a comprehensive collection of interactions_directed entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_mutual	Builds a comprehensive collection of interactions_mutual entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_negative	Builds a comprehensive collection of interactions_negative entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_non_directed	Builds a comprehensive collection of interactions_non_directed entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_non_directed_0	Builds a comprehensive collection of interactions_non_directed_0 entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_positive	Builds a comprehensive collection of interactions_positive entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_signed	Builds a comprehensive collection of interactions_signed entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_undirected	Builds a comprehensive collection of interactions_undirected entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_interactions_undirected_0	Builds a comprehensive collection of interactions_undirected_0 entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_labels	Builds a comprehensive collection of labels entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_lncrna_identifiers	Builds a comprehensive collection of lncrna_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_lncrna_labels	Builds a comprehensive collection of lncrna_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_lncrnas	Builds a comprehensive collection of lncrnas entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_mirna_identifiers	Builds a comprehensive collection of mirna_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_mirna_labels	Builds a comprehensive collection of mirna_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_mirnas	Builds a comprehensive collection of mirnas entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_protein_identifiers	Builds a comprehensive collection of protein_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_protein_labels	Builds a comprehensive collection of protein_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_proteins	Builds a comprehensive collection of proteins entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_references	Builds a comprehensive collection of references entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_resource_names	Builds a comprehensive collection of resource_names entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_resource_names_via	Builds a comprehensive collection of resource_names_via entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_resources	Builds a comprehensive collection of resources entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_resources_via	Builds a comprehensive collection of resources_via entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_small_molecule_identifiers	Builds a comprehensive collection of small_molecule_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_small_molecule_labels	Builds a comprehensive collection of small_molecule_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.
collect_small_molecules	Builds a comprehensive collection of small_molecules entities across the network, counts unique and shared objects by resource, data model and interaction types.
complex_identifiers_by_data_model	Built-in immutable sequence.
complex_identifiers_by_interaction_type	Built-in immutable sequence.
complex_identifiers_by_interaction_type_and_data_model	Built-in immutable sequence.
complex_identifiers_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
complex_identifiers_by_reference	Built-in immutable sequence.
complex_identifiers_by_resource	Built-in immutable sequence.
complex_labels_by_data_model	Built-in immutable sequence.
complex_labels_by_interaction_type	Built-in immutable sequence.
complex_labels_by_interaction_type_and_data_model	Built-in immutable sequence.
complex_labels_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
complex_labels_by_reference	Built-in immutable sequence.
complex_labels_by_resource	Built-in immutable sequence.
complexes_by_data_model	Built-in immutable sequence.
complexes_by_interaction_type	Built-in immutable sequence.
complexes_by_interaction_type_and_data_model	Built-in immutable sequence.
complexes_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
complexes_by_reference	Built-in immutable sequence.
complexes_by_resource	Built-in immutable sequence.
count_activated_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_activates	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_complex_identifiers	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_identifiers_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_identifiers_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_identifiers_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_identifiers_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_identifiers_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_identifiers_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_labels	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_labels_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_labels_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_labels_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_labels_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_labels_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complex_labels_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complexes	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complexes_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complexes_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complexes_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complexes_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complexes_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_complexes_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_curation_effort	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_curation_effort_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_curation_effort_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_curation_effort_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_curation_effort_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_curation_effort_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_curation_effort_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_data_models	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_data_models_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_data_models_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_data_models_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_data_models_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_data_models_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_data_models_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_datasets	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_datasets_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_datasets_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_datasets_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_datasets_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_datasets_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_datasets_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_in	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_in_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_in_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_in_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_in_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_in_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_in_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_out	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_out_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_out_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_out_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_out_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_out_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_directed_out_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_in	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_in_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_in_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_in_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_in_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_in_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_in_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_out	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_out_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_out_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_out_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_out_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_out_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_negative_out_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_non_directed	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_non_directed_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_non_directed_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_non_directed_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_non_directed_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_non_directed_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_non_directed_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_in	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_in_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_in_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_in_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_in_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_in_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_in_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_out	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_out_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_out_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_out_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_out_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_out_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_positive_out_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_in	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_in_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_in_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_in_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_in_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_in_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_in_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_out	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_out_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_out_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_out_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_out_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_out_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_signed_out_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_undirected	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_undirected_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_undirected_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_undirected_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_undirected_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_undirected_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_degrees_undirected_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_entities	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_entities_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_entities_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_entities_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_entities_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_entities_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_entities_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_evidences	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_evidences_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_evidences_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_evidences_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_evidences_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_evidences_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_evidences_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_identifiers	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_identifiers_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_identifiers_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_identifiers_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_identifiers_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_identifiers_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_identifiers_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interaction_types	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interaction_types_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interaction_types_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interaction_types_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interaction_types_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interaction_types_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interaction_types_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_0	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_0_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_0_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_0_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_0_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_0_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_0_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_directed	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_directed_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_directed_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_directed_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_directed_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_directed_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_directed_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_mutual	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_mutual_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_mutual_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_mutual_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_mutual_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_mutual_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_mutual_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_negative	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_negative_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_negative_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_negative_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_negative_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_negative_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_negative_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_0	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_0_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_0_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_0_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_0_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_0_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_0_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_non_directed_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_positive	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_positive_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_positive_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_positive_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_positive_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_positive_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_positive_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_signed	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_signed_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_signed_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_signed_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_signed_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_signed_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_signed_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_0	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_0_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_0_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_0_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_0_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_0_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_0_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_interactions_undirected_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_labels	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_labels_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_labels_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_labels_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_labels_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_labels_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_labels_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_identifiers	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_identifiers_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_identifiers_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_identifiers_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_identifiers_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_identifiers_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_identifiers_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_labels	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_labels_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_labels_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_labels_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_labels_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_labels_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrna_labels_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrnas	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrnas_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrnas_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrnas_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrnas_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrnas_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_lncrnas_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_identifiers	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_identifiers_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_identifiers_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_identifiers_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_identifiers_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_identifiers_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_identifiers_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_labels	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_labels_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_labels_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_labels_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_labels_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_labels_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirna_labels_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirnas	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirnas_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirnas_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirnas_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirnas_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirnas_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_mirnas_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_post_transcriptionally_activated_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_transcriptionally_activates	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_transcriptionally_regulated_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_transcriptionally_regulates	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_transcriptionally_suppressed_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_transcriptionally_suppresses	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_translationally_activated_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_translationally_activates	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_translationally_regulated_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_translationally_regulates	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_translationally_suppressed_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_post_translationally_suppresses	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_protein_identifiers	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_identifiers_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_identifiers_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_identifiers_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_identifiers_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_identifiers_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_identifiers_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_labels	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_labels_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_labels_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_labels_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_labels_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_labels_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_protein_labels_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_proteins	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_proteins_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_proteins_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_proteins_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_proteins_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_proteins_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_proteins_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_references	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_references_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_references_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_references_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_references_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_references_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_references_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_regulated_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_regulates	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_resource_names	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_via	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_via_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_via_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_via_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_via_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_via_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resource_names_via_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_via	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_via_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_via_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_via_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_via_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_via_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_resources_via_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_identifiers	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_identifiers_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_identifiers_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_identifiers_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_identifiers_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_identifiers_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_identifiers_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_labels	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_labels_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_labels_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_labels_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_labels_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_labels_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecule_labels_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecules	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecules_by_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecules_by_interaction_type	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecules_by_interaction_type_and_data_model	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecules_by_interaction_type_and_data_model_and_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecules_by_reference	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_small_molecules_by_resource	str(object='') -> str str(bytes_or_buffer[, encoding[, errors]]) -> str
count_suppressed_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_suppresses	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_transcriptionally_activated_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_transcriptionally_activates	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_transcriptionally_regulated_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_transcriptionally_regulates	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_transcriptionally_suppressed_by	Returns the count of the interacting partners for one or more entities according to the specified criteria.
count_transcriptionally_suppresses	Returns the count of the interacting partners for one or more entities according to the specified criteria.
curation_effort_by_data_model	Built-in immutable sequence.
curation_effort_by_interaction_type	Built-in immutable sequence.
curation_effort_by_interaction_type_and_data_model	Built-in immutable sequence.
curation_effort_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
curation_effort_by_reference	Built-in immutable sequence.
curation_effort_by_resource	Built-in immutable sequence.
data_models_by_data_model	Built-in immutable sequence.
data_models_by_interaction_type	Built-in immutable sequence.
data_models_by_interaction_type_and_data_model	Built-in immutable sequence.
data_models_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
data_models_by_reference	Built-in immutable sequence.
data_models_by_resource	Built-in immutable sequence.
datasets_by_data_model	Built-in immutable sequence.
datasets_by_interaction_type	Built-in immutable sequence.
datasets_by_interaction_type_and_data_model	Built-in immutable sequence.
datasets_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
datasets_by_reference	Built-in immutable sequence.
datasets_by_resource	Built-in immutable sequence.
degrees_directed_by_data_model	Built-in immutable sequence.
degrees_directed_by_interaction_type	Built-in immutable sequence.
degrees_directed_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_directed_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_directed_by_reference	Built-in immutable sequence.
degrees_directed_by_resource	Built-in immutable sequence.
degrees_directed_in_by_data_model	Built-in immutable sequence.
degrees_directed_in_by_interaction_type	Built-in immutable sequence.
degrees_directed_in_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_directed_in_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_directed_in_by_reference	Built-in immutable sequence.
degrees_directed_in_by_resource	Built-in immutable sequence.
degrees_directed_out_by_data_model	Built-in immutable sequence.
degrees_directed_out_by_interaction_type	Built-in immutable sequence.
degrees_directed_out_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_directed_out_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_directed_out_by_reference	Built-in immutable sequence.
degrees_directed_out_by_resource	Built-in immutable sequence.
degrees_negative_by_data_model	Built-in immutable sequence.
degrees_negative_by_interaction_type	Built-in immutable sequence.
degrees_negative_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_negative_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_negative_by_reference	Built-in immutable sequence.
degrees_negative_by_resource	Built-in immutable sequence.
degrees_negative_in_by_data_model	Built-in immutable sequence.
degrees_negative_in_by_interaction_type	Built-in immutable sequence.
degrees_negative_in_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_negative_in_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_negative_in_by_reference	Built-in immutable sequence.
degrees_negative_in_by_resource	Built-in immutable sequence.
degrees_negative_out_by_data_model	Built-in immutable sequence.
degrees_negative_out_by_interaction_type	Built-in immutable sequence.
degrees_negative_out_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_negative_out_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_negative_out_by_reference	Built-in immutable sequence.
degrees_negative_out_by_resource	Built-in immutable sequence.
degrees_non_directed_by_data_model	Built-in immutable sequence.
degrees_non_directed_by_interaction_type	Built-in immutable sequence.
degrees_non_directed_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_non_directed_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_non_directed_by_reference	Built-in immutable sequence.
degrees_non_directed_by_resource	Built-in immutable sequence.
degrees_positive_by_data_model	Built-in immutable sequence.
degrees_positive_by_interaction_type	Built-in immutable sequence.
degrees_positive_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_positive_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_positive_by_reference	Built-in immutable sequence.
degrees_positive_by_resource	Built-in immutable sequence.
degrees_positive_in_by_data_model	Built-in immutable sequence.
degrees_positive_in_by_interaction_type	Built-in immutable sequence.
degrees_positive_in_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_positive_in_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_positive_in_by_reference	Built-in immutable sequence.
degrees_positive_in_by_resource	Built-in immutable sequence.
degrees_positive_out_by_data_model	Built-in immutable sequence.
degrees_positive_out_by_interaction_type	Built-in immutable sequence.
degrees_positive_out_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_positive_out_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_positive_out_by_reference	Built-in immutable sequence.
degrees_positive_out_by_resource	Built-in immutable sequence.
degrees_signed_by_data_model	Built-in immutable sequence.
degrees_signed_by_interaction_type	Built-in immutable sequence.
degrees_signed_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_signed_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_signed_by_reference	Built-in immutable sequence.
degrees_signed_by_resource	Built-in immutable sequence.
degrees_signed_in_by_data_model	Built-in immutable sequence.
degrees_signed_in_by_interaction_type	Built-in immutable sequence.
degrees_signed_in_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_signed_in_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_signed_in_by_reference	Built-in immutable sequence.
degrees_signed_in_by_resource	Built-in immutable sequence.
degrees_signed_out_by_data_model	Built-in immutable sequence.
degrees_signed_out_by_interaction_type	Built-in immutable sequence.
degrees_signed_out_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_signed_out_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_signed_out_by_reference	Built-in immutable sequence.
degrees_signed_out_by_resource	Built-in immutable sequence.
degrees_undirected_by_data_model	Built-in immutable sequence.
degrees_undirected_by_interaction_type	Built-in immutable sequence.
degrees_undirected_by_interaction_type_and_data_model	Built-in immutable sequence.
degrees_undirected_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
degrees_undirected_by_reference	Built-in immutable sequence.
degrees_undirected_by_resource	Built-in immutable sequence.
ecount
entities_by_data_model	Built-in immutable sequence.
entities_by_interaction_type	Built-in immutable sequence.
entities_by_interaction_type_and_data_model	Built-in immutable sequence.
entities_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
entities_by_reference	Built-in immutable sequence.
entities_by_resource	Built-in immutable sequence.
evidences_by_data_model	Built-in immutable sequence.
evidences_by_interaction_type	Built-in immutable sequence.
evidences_by_interaction_type_and_data_model	Built-in immutable sequence.
evidences_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
evidences_by_reference	Built-in immutable sequence.
evidences_by_resource	Built-in immutable sequence.
get_complex_identifiers	Built-in immutable sequence.
get_complex_labels	Built-in immutable sequence.
get_complexes	Built-in immutable sequence.
get_curation_effort	Built-in immutable sequence.
get_data_models	Built-in immutable sequence.
get_datasets	Built-in immutable sequence.
get_degrees_directed	Built-in immutable sequence.
get_degrees_directed_in	Built-in immutable sequence.
get_degrees_directed_out	Built-in immutable sequence.
get_degrees_negative	Built-in immutable sequence.
get_degrees_negative_in	Built-in immutable sequence.
get_degrees_negative_out	Built-in immutable sequence.
get_degrees_non_directed	Built-in immutable sequence.
get_degrees_positive	Built-in immutable sequence.
get_degrees_positive_in	Built-in immutable sequence.
get_degrees_positive_out	Built-in immutable sequence.
get_degrees_signed	Built-in immutable sequence.
get_degrees_signed_in	Built-in immutable sequence.
get_degrees_signed_out	Built-in immutable sequence.
get_degrees_undirected	Built-in immutable sequence.
get_entities	Built-in immutable sequence.
get_evidences	Built-in immutable sequence.
get_identifiers	Built-in immutable sequence.
get_interaction_types	Built-in immutable sequence.
get_interactions	Built-in immutable sequence.
get_interactions_0	Built-in immutable sequence.
get_interactions_directed	Built-in immutable sequence.
get_interactions_mutual	Built-in immutable sequence.
get_interactions_negative	Built-in immutable sequence.
get_interactions_non_directed	Built-in immutable sequence.
get_interactions_non_directed_0	Built-in immutable sequence.
get_interactions_positive	Built-in immutable sequence.
get_interactions_signed	Built-in immutable sequence.
get_interactions_undirected	Built-in immutable sequence.
get_interactions_undirected_0	Built-in immutable sequence.
get_labels	Built-in immutable sequence.
get_lncrna_identifiers	Built-in immutable sequence.
get_lncrna_labels	Built-in immutable sequence.
get_lncrnas	Built-in immutable sequence.
get_mirna_identifiers	Built-in immutable sequence.
get_mirna_labels	Built-in immutable sequence.
get_mirnas	Built-in immutable sequence.
get_protein_identifiers	Built-in immutable sequence.
get_protein_labels	Built-in immutable sequence.
get_proteins	Built-in immutable sequence.
get_references	Built-in immutable sequence.
get_resource_names	Built-in immutable sequence.
get_resource_names_via	Built-in immutable sequence.
get_resources	Built-in immutable sequence.
get_resources_via	Built-in immutable sequence.
get_small_molecule_identifiers	Built-in immutable sequence.
get_small_molecule_labels	Built-in immutable sequence.
get_small_molecules	Built-in immutable sequence.
identifiers_by_data_model	Built-in immutable sequence.
identifiers_by_interaction_type	Built-in immutable sequence.
identifiers_by_interaction_type_and_data_model	Built-in immutable sequence.
identifiers_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
identifiers_by_reference	Built-in immutable sequence.
identifiers_by_resource	Built-in immutable sequence.
interaction_types_by_data_model	Built-in immutable sequence.
interaction_types_by_interaction_type	Built-in immutable sequence.
interaction_types_by_interaction_type_and_data_model	Built-in immutable sequence.
interaction_types_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interaction_types_by_reference	Built-in immutable sequence.
interaction_types_by_resource	Built-in immutable sequence.
interactions_0_by_data_model	Built-in immutable sequence.
interactions_0_by_interaction_type	Built-in immutable sequence.
interactions_0_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_0_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_0_by_reference	Built-in immutable sequence.
interactions_0_by_resource	Built-in immutable sequence.
interactions_by_data_model	Built-in immutable sequence.
interactions_by_interaction_type	Built-in immutable sequence.
interactions_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_by_reference	Built-in immutable sequence.
interactions_by_resource	Built-in immutable sequence.
interactions_directed_by_data_model	Built-in immutable sequence.
interactions_directed_by_interaction_type	Built-in immutable sequence.
interactions_directed_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_directed_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_directed_by_reference	Built-in immutable sequence.
interactions_directed_by_resource	Built-in immutable sequence.
interactions_mutual_by_data_model	Built-in immutable sequence.
interactions_mutual_by_interaction_type	Built-in immutable sequence.
interactions_mutual_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_mutual_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_mutual_by_reference	Built-in immutable sequence.
interactions_mutual_by_resource	Built-in immutable sequence.
interactions_negative_by_data_model	Built-in immutable sequence.
interactions_negative_by_interaction_type	Built-in immutable sequence.
interactions_negative_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_negative_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_negative_by_reference	Built-in immutable sequence.
interactions_negative_by_resource	Built-in immutable sequence.
interactions_non_directed_0_by_data_model	Built-in immutable sequence.
interactions_non_directed_0_by_interaction_type	Built-in immutable sequence.
interactions_non_directed_0_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_non_directed_0_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_non_directed_0_by_reference	Built-in immutable sequence.
interactions_non_directed_0_by_resource	Built-in immutable sequence.
interactions_non_directed_by_data_model	Built-in immutable sequence.
interactions_non_directed_by_interaction_type	Built-in immutable sequence.
interactions_non_directed_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_non_directed_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_non_directed_by_reference	Built-in immutable sequence.
interactions_non_directed_by_resource	Built-in immutable sequence.
interactions_positive_by_data_model	Built-in immutable sequence.
interactions_positive_by_interaction_type	Built-in immutable sequence.
interactions_positive_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_positive_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_positive_by_reference	Built-in immutable sequence.
interactions_positive_by_resource	Built-in immutable sequence.
interactions_signed_by_data_model	Built-in immutable sequence.
interactions_signed_by_interaction_type	Built-in immutable sequence.
interactions_signed_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_signed_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_signed_by_reference	Built-in immutable sequence.
interactions_signed_by_resource	Built-in immutable sequence.
interactions_undirected_0_by_data_model	Built-in immutable sequence.
interactions_undirected_0_by_interaction_type	Built-in immutable sequence.
interactions_undirected_0_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_undirected_0_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_undirected_0_by_reference	Built-in immutable sequence.
interactions_undirected_0_by_resource	Built-in immutable sequence.
interactions_undirected_by_data_model	Built-in immutable sequence.
interactions_undirected_by_interaction_type	Built-in immutable sequence.
interactions_undirected_by_interaction_type_and_data_model	Built-in immutable sequence.
interactions_undirected_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
interactions_undirected_by_reference	Built-in immutable sequence.
interactions_undirected_by_resource	Built-in immutable sequence.
labels_by_data_model	Built-in immutable sequence.
labels_by_interaction_type	Built-in immutable sequence.
labels_by_interaction_type_and_data_model	Built-in immutable sequence.
labels_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
labels_by_reference	Built-in immutable sequence.
labels_by_resource	Built-in immutable sequence.
lncrna_identifiers_by_data_model	Built-in immutable sequence.
lncrna_identifiers_by_interaction_type	Built-in immutable sequence.
lncrna_identifiers_by_interaction_type_and_data_model	Built-in immutable sequence.
lncrna_identifiers_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
lncrna_identifiers_by_reference	Built-in immutable sequence.
lncrna_identifiers_by_resource	Built-in immutable sequence.
lncrna_labels_by_data_model	Built-in immutable sequence.
lncrna_labels_by_interaction_type	Built-in immutable sequence.
lncrna_labels_by_interaction_type_and_data_model	Built-in immutable sequence.
lncrna_labels_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
lncrna_labels_by_reference	Built-in immutable sequence.
lncrna_labels_by_resource	Built-in immutable sequence.
lncrnas_by_data_model	Built-in immutable sequence.
lncrnas_by_interaction_type	Built-in immutable sequence.
lncrnas_by_interaction_type_and_data_model	Built-in immutable sequence.
lncrnas_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
lncrnas_by_reference	Built-in immutable sequence.
lncrnas_by_resource	Built-in immutable sequence.
mirna_identifiers_by_data_model	Built-in immutable sequence.
mirna_identifiers_by_interaction_type	Built-in immutable sequence.
mirna_identifiers_by_interaction_type_and_data_model	Built-in immutable sequence.
mirna_identifiers_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
mirna_identifiers_by_reference	Built-in immutable sequence.
mirna_identifiers_by_resource	Built-in immutable sequence.
mirna_labels_by_data_model	Built-in immutable sequence.
mirna_labels_by_interaction_type	Built-in immutable sequence.
mirna_labels_by_interaction_type_and_data_model	Built-in immutable sequence.
mirna_labels_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
mirna_labels_by_reference	Built-in immutable sequence.
mirna_labels_by_resource	Built-in immutable sequence.
mirnas_by_data_model	Built-in immutable sequence.
mirnas_by_interaction_type	Built-in immutable sequence.
mirnas_by_interaction_type_and_data_model	Built-in immutable sequence.
mirnas_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
mirnas_by_reference	Built-in immutable sequence.
mirnas_by_resource	Built-in immutable sequence.
post_transcriptionally_activated_by	arg str,Entity,list,set,tuple,EntityList entity:
post_transcriptionally_activates	arg str,Entity,list,set,tuple,EntityList entity:
post_transcriptionally_regulated_by	arg str,Entity,list,set,tuple,EntityList entity:
post_transcriptionally_regulates	arg str,Entity,list,set,tuple,EntityList entity:
post_transcriptionally_suppressed_by	arg str,Entity,list,set,tuple,EntityList entity:
post_transcriptionally_suppresses	arg str,Entity,list,set,tuple,EntityList entity:
post_translationally_activated_by	arg str,Entity,list,set,tuple,EntityList entity:
post_translationally_activates	arg str,Entity,list,set,tuple,EntityList entity:
post_translationally_regulated_by	arg str,Entity,list,set,tuple,EntityList entity:
post_translationally_regulates	arg str,Entity,list,set,tuple,EntityList entity:
post_translationally_suppressed_by	arg str,Entity,list,set,tuple,EntityList entity:
post_translationally_suppresses	arg str,Entity,list,set,tuple,EntityList entity:
protein_identifiers_by_data_model	Built-in immutable sequence.
protein_identifiers_by_interaction_type	Built-in immutable sequence.
protein_identifiers_by_interaction_type_and_data_model	Built-in immutable sequence.
protein_identifiers_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
protein_identifiers_by_reference	Built-in immutable sequence.
protein_identifiers_by_resource	Built-in immutable sequence.
protein_labels_by_data_model	Built-in immutable sequence.
protein_labels_by_interaction_type	Built-in immutable sequence.
protein_labels_by_interaction_type_and_data_model	Built-in immutable sequence.
protein_labels_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
protein_labels_by_reference	Built-in immutable sequence.
protein_labels_by_resource	Built-in immutable sequence.
proteins_by_data_model	Built-in immutable sequence.
proteins_by_interaction_type	Built-in immutable sequence.
proteins_by_interaction_type_and_data_model	Built-in immutable sequence.
proteins_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
proteins_by_reference	Built-in immutable sequence.
proteins_by_resource	Built-in immutable sequence.
references_by_data_model	Built-in immutable sequence.
references_by_interaction_type	Built-in immutable sequence.
references_by_interaction_type_and_data_model	Built-in immutable sequence.
references_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
references_by_reference	Built-in immutable sequence.
references_by_resource	Built-in immutable sequence.
regulated_by	arg str,Entity,list,set,tuple,EntityList entity:
regulates	arg str,Entity,list,set,tuple,EntityList entity:
resource_names	Returns a set of all resource names.
resource_names_by_data_model	Built-in immutable sequence.
resource_names_by_interaction_type	Built-in immutable sequence.
resource_names_by_interaction_type_and_data_model	Built-in immutable sequence.
resource_names_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
resource_names_by_reference	Built-in immutable sequence.
resource_names_by_resource	Built-in immutable sequence.
resource_names_via_by_data_model	Built-in immutable sequence.
resource_names_via_by_interaction_type	Built-in immutable sequence.
resource_names_via_by_interaction_type_and_data_model	Built-in immutable sequence.
resource_names_via_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
resource_names_via_by_reference	Built-in immutable sequence.
resource_names_via_by_resource	Built-in immutable sequence.
resources	Returns a set of all resources.
resources_by_data_model	Built-in immutable sequence.
resources_by_interaction_type	Built-in immutable sequence.
resources_by_interaction_type_and_data_model	Built-in immutable sequence.
resources_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
resources_by_reference	Built-in immutable sequence.
resources_by_resource	Built-in immutable sequence.
resources_via_by_data_model	Built-in immutable sequence.
resources_via_by_interaction_type	Built-in immutable sequence.
resources_via_by_interaction_type_and_data_model	Built-in immutable sequence.
resources_via_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
resources_via_by_reference	Built-in immutable sequence.
resources_via_by_resource	Built-in immutable sequence.
small_molecule_identifiers_by_data_model	Built-in immutable sequence.
small_molecule_identifiers_by_interaction_type	Built-in immutable sequence.
small_molecule_identifiers_by_interaction_type_and_data_model	Built-in immutable sequence.
small_molecule_identifiers_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
small_molecule_identifiers_by_reference	Built-in immutable sequence.
small_molecule_identifiers_by_resource	Built-in immutable sequence.
small_molecule_labels_by_data_model	Built-in immutable sequence.
small_molecule_labels_by_interaction_type	Built-in immutable sequence.
small_molecule_labels_by_interaction_type_and_data_model	Built-in immutable sequence.
small_molecule_labels_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
small_molecule_labels_by_reference	Built-in immutable sequence.
small_molecule_labels_by_resource	Built-in immutable sequence.
small_molecules_by_data_model	Built-in immutable sequence.
small_molecules_by_interaction_type	Built-in immutable sequence.
small_molecules_by_interaction_type_and_data_model	Built-in immutable sequence.
small_molecules_by_interaction_type_and_data_model_and_resource	Built-in immutable sequence.
small_molecules_by_reference	Built-in immutable sequence.
small_molecules_by_resource	Built-in immutable sequence.
suppressed_by	arg str,Entity,list,set,tuple,EntityList entity:
suppresses	arg str,Entity,list,set,tuple,EntityList entity:
transcriptionally_activated_by	arg str,Entity,list,set,tuple,EntityList entity:
transcriptionally_activates	arg str,Entity,list,set,tuple,EntityList entity:
transcriptionally_regulated_by	arg str,Entity,list,set,tuple,EntityList entity:
transcriptionally_regulates	arg str,Entity,list,set,tuple,EntityList entity:
transcriptionally_suppressed_by	arg str,Entity,list,set,tuple,EntityList entity:
transcriptionally_suppresses	arg str,Entity,list,set,tuple,EntityList entity:
vcount

activated_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

activates

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

add_interaction(interaction, attrs=None, only_directions=False)

Adds a ready pypath.interaction.Interaction object to the network. If an interaction between the two endpoints already exists, the interactions will be merged: this stands for the directions, signs, evidences and other attributes.

Parameters:

• interaction (interaction.Interaction) – A pypath.interaction.Interaction object.

• attrs (NoneType,dict) – Optional, a dictionary of extra (usually resource specific) attributes.

• only_directions (bool) – If the interaction between the two endpoints does not exist it won’t be added to the network. Otherwise all attributes (direction, effect sign, evidences, etc) will be merged to the existing interaction. Apart from the endpoints also the interaction_type of the existing interaction has to match the interaction added here.

add_node(entity, attrs=None, add=True)

Adds a molecular entity to the py:attr:nodes and py:attr:nodes_by_label dictionaries.

Parameters:

• entity (entity.Entity) – An object representing a molecular entity.

• attrs (NoneType,dict) – Optional extra attributes to be assigned to the entity.

• add (bool) – Whether to add a new molecular entity to the network if it does not exist yet. If False will only update attributes for existing entities otherwise will do nothing.

collect_complex_identifiers

Builds a comprehensive collection of complex_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_complex_labels

Builds a comprehensive collection of complex_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_complexes

Builds a comprehensive collection of complexes entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_curation_effort

Builds a comprehensive collection of curation_effort entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_data_models

Builds a comprehensive collection of data_models entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_datasets

Builds a comprehensive collection of datasets entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_directed

Builds a comprehensive collection of degrees_directed entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_directed_in

Builds a comprehensive collection of degrees_directed_in entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_directed_out

Builds a comprehensive collection of degrees_directed_out entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_negative

Builds a comprehensive collection of degrees_negative entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_negative_in

Builds a comprehensive collection of degrees_negative_in entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_negative_out

Builds a comprehensive collection of degrees_negative_out entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_non_directed

Builds a comprehensive collection of degrees_non_directed entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_positive

Builds a comprehensive collection of degrees_positive entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_positive_in

Builds a comprehensive collection of degrees_positive_in entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_positive_out

Builds a comprehensive collection of degrees_positive_out entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_signed

Builds a comprehensive collection of degrees_signed entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_signed_in

Builds a comprehensive collection of degrees_signed_in entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_signed_out

Builds a comprehensive collection of degrees_signed_out entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_degrees_undirected

Builds a comprehensive collection of degrees_undirected entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_entities

Builds a comprehensive collection of entities entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_evidences

Builds a comprehensive collection of evidences entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_identifiers

Builds a comprehensive collection of identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interaction_types

Builds a comprehensive collection of interaction_types entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions

Builds a comprehensive collection of interactions entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_0

Builds a comprehensive collection of interactions_0 entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_directed

Builds a comprehensive collection of interactions_directed entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_mutual

Builds a comprehensive collection of interactions_mutual entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_negative

Builds a comprehensive collection of interactions_negative entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_non_directed

Builds a comprehensive collection of interactions_non_directed entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_non_directed_0

Builds a comprehensive collection of interactions_non_directed_0 entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_positive

Builds a comprehensive collection of interactions_positive entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_signed

Builds a comprehensive collection of interactions_signed entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_undirected

Builds a comprehensive collection of interactions_undirected entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_interactions_undirected_0

Builds a comprehensive collection of interactions_undirected_0 entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_labels

Builds a comprehensive collection of labels entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_lncrna_identifiers

Builds a comprehensive collection of lncrna_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_lncrna_labels

Builds a comprehensive collection of lncrna_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_lncrnas

Builds a comprehensive collection of lncrnas entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_mirna_identifiers

Builds a comprehensive collection of mirna_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_mirna_labels

Builds a comprehensive collection of mirna_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_mirnas

Builds a comprehensive collection of mirnas entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_protein_identifiers

Builds a comprehensive collection of protein_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_protein_labels

Builds a comprehensive collection of protein_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_proteins

Builds a comprehensive collection of proteins entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_references

Builds a comprehensive collection of references entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_resource_names

Builds a comprehensive collection of resource_names entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_resource_names_via

Builds a comprehensive collection of resource_names_via entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_resources

Builds a comprehensive collection of resources entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_resources_via

Builds a comprehensive collection of resources_via entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_small_molecule_identifiers

Builds a comprehensive collection of small_molecule_identifiers entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_small_molecule_labels

Builds a comprehensive collection of small_molecule_labels entities across the network, counts unique and shared objects by resource, data model and interaction types.

collect_small_molecules

Builds a comprehensive collection of small_molecules entities across the network, counts unique and shared objects by resource, data model and interaction types.

classmethod collectri(ncbi_tax_id=9606, **kwargs)

Initializes a new Network object with loading the transcriptional regulation network from CollecTRI.

complex_identifiers_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_identifiers_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_identifiers_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_identifiers_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_identifiers_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_identifiers_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_labels_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_labels_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_labels_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_labels_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_labels_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complex_labels_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complexes_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complexes_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complexes_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complexes_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complexes_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

complexes_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

count_activated_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_activates

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_complex_identifiers

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_identifiers_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_identifiers_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_identifiers_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_identifiers_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_identifiers_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_identifiers_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_labels

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_labels_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_labels_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_labels_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_labels_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_labels_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complex_labels_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complexes

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complexes_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complexes_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complexes_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complexes_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complexes_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_complexes_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_curation_effort

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_curation_effort_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_curation_effort_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_curation_effort_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_curation_effort_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_curation_effort_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_curation_effort_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_data_models

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_data_models_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_data_models_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_data_models_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_data_models_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_data_models_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_data_models_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_datasets

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_datasets_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_datasets_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_datasets_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_datasets_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_datasets_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_datasets_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_in

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_in_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_in_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_in_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_in_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_in_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_in_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_out

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_out_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_out_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_out_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_out_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_out_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_directed_out_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_in

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_in_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_in_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_in_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_in_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_in_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_in_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_out

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_out_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_out_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_out_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_out_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_out_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_negative_out_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_non_directed

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_non_directed_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_non_directed_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_non_directed_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_non_directed_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_non_directed_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_non_directed_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_in

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_in_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_in_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_in_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_in_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_in_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_in_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_out

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_out_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_out_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_out_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_out_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_out_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_positive_out_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_in

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_in_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_in_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_in_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_in_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_in_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_in_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_out

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_out_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_out_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_out_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_out_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_out_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_signed_out_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_undirected

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_undirected_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_undirected_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_undirected_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_undirected_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_undirected_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_degrees_undirected_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_entities

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_entities_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_entities_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_entities_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_entities_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_entities_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_entities_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_evidences

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_evidences_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_evidences_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_evidences_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_evidences_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_evidences_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_evidences_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_identifiers

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_identifiers_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_identifiers_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_identifiers_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_identifiers_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_identifiers_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_identifiers_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interaction_types

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interaction_types_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interaction_types_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interaction_types_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interaction_types_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interaction_types_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interaction_types_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_0

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_0_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_0_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_0_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_0_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_0_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_0_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_directed

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_directed_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_directed_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_directed_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_directed_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_directed_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_directed_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_mutual

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_mutual_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_mutual_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_mutual_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_mutual_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_mutual_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_mutual_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_negative

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_negative_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_negative_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_negative_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_negative_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_negative_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_negative_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_0

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_0_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_0_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_0_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_0_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_0_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_0_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_non_directed_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_positive

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_positive_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_positive_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_positive_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_positive_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_positive_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_positive_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_signed

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_signed_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_signed_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_signed_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_signed_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_signed_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_signed_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_0

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_0_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_0_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_0_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_0_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_0_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_0_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_interactions_undirected_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_labels

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_labels_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_labels_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_labels_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_labels_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_labels_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_labels_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_identifiers

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_identifiers_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_identifiers_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_identifiers_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_identifiers_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_identifiers_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_identifiers_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_labels

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_labels_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_labels_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_labels_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_labels_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_labels_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrna_labels_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrnas

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrnas_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrnas_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrnas_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrnas_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrnas_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_lncrnas_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_identifiers

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_identifiers_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_identifiers_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_identifiers_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_identifiers_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_identifiers_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_identifiers_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_labels

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_labels_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_labels_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_labels_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_labels_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_labels_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirna_labels_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirnas

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirnas_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirnas_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirnas_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirnas_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirnas_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_mirnas_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_partners(entity, **kwargs)

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_transcriptionally_activated_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_transcriptionally_activates

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_transcriptionally_regulated_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_transcriptionally_regulates

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_transcriptionally_suppressed_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_transcriptionally_suppresses

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_translationally_activated_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_translationally_activates

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_translationally_regulated_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_translationally_regulates

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_translationally_suppressed_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_post_translationally_suppresses

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_protein_identifiers

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_identifiers_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_identifiers_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_identifiers_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_identifiers_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_identifiers_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_identifiers_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_labels

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_labels_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_labels_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_labels_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_labels_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_labels_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_protein_labels_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_proteins

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_proteins_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_proteins_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_proteins_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_proteins_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_proteins_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_proteins_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_references

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_references_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_references_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_references_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_references_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_references_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_references_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_regulated_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_regulates

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_resource_names

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_via

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_via_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_via_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_via_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_via_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_via_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resource_names_via_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_via

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_via_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_via_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_via_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_via_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_via_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_resources_via_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_identifiers

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_identifiers_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_identifiers_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_identifiers_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_identifiers_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_identifiers_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_identifiers_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_labels

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_labels_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_labels_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_labels_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_labels_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_labels_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecule_labels_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecules

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecules_by_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecules_by_interaction_type

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecules_by_interaction_type_and_data_model

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecules_by_interaction_type_and_data_model_and_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecules_by_reference

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_small_molecules_by_resource

str(object=’’) -> str str(bytes_or_buffer[, encoding[, errors]]) -> str

Create a new string object from the given object. If encoding or errors is specified, then the object must expose a data buffer that will be decoded using the given encoding and error handler. Otherwise, returns the result of object.__str__() (if defined) or repr(object). encoding defaults to sys.getdefaultencoding(). errors defaults to ‘strict’.

count_suppressed_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_suppresses

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_transcriptionally_activated_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_transcriptionally_activates

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_transcriptionally_regulated_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_transcriptionally_regulates

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_transcriptionally_suppressed_by

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

count_transcriptionally_suppresses

Returns the count of the interacting partners for one or more entities according to the specified criteria. Please refer to the docs of the partners method.

curation_effort_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

curation_effort_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

curation_effort_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

curation_effort_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

curation_effort_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

curation_effort_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

data_models_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

data_models_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

data_models_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

data_models_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

data_models_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

data_models_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

datasets_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

datasets_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

datasets_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

datasets_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

datasets_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

datasets_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_in_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_in_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_in_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_in_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_in_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_in_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_out_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_out_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_out_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_out_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_out_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_directed_out_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_in_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_in_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_in_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_in_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_in_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_in_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_out_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_out_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_out_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_out_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_out_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_negative_out_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_non_directed_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_non_directed_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_non_directed_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_non_directed_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_non_directed_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_non_directed_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_in_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_in_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_in_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_in_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_in_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_in_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_out_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_out_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_out_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_out_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_out_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_positive_out_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_in_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_in_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_in_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_in_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_in_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_in_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_out_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_out_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_out_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_out_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_out_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_signed_out_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_undirected_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_undirected_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_undirected_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_undirected_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_undirected_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

degrees_undirected_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

direction_consistency()

Collects statistics about the consistency of interaction directions between resources. * total_directed: number of directed edges * shared_directed: number of directed edges in overlap with other

resources

• consistent_edges: number of edges consistent with other resources

• inconsistent_edges: number of edges inconsistent with other resources

• total_consistency: sum of consistencies (for all edges and all resources)

• total_inconsistency: sum of inconsistencies (for all edges and all resources)

classmethod dorothea(levels=None, ncbi_tax_id=9606, **kwargs)

Initializes a new Network object with loading the transcriptional regulation network from DoRothEA.

Parameters:

levels (NontType,set) – The confidence levels to include.

entities_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

entities_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

entities_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

entities_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

entities_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

entities_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

entity_by_id(identifier)

Returns a pypath.entity.Entity object representing a molecular entity by looking it up by its identifier. If the molecule does not present in the current network None will be returned.

Parameters:

identifier (str) – The identifier of a molecular entity. Unless it’s been set otherwise for genes/proteins it is the UniProt ID. E.g. 'P00533'.

entity_by_label(label)

Returns a pypath.entity.Entity object representing a molecular entity by looking it up by its label. If the molecule does not present in the current network None will be returned.

Parameters:

label (str) – The label of a molecular entity. Unless it’s been set otherwise for genes/proteins it is the Gene Symbol. E.g. 'EGFR'.

evidences_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

evidences_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

evidences_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

evidences_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

evidences_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

evidences_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

extra_directions(resources='extra_directions', use_laudanna=False, use_string=False, dataset='directionextra')

Adds additional direction & effect information from resources having no literature curated references, but giving sufficient evidence about the directionality for interactions already supported by literature evidences from other sources.

find_paths(start: str | entity.Entity | entity.EntityList | Iterable[str | entity.Entity], end: str | entity.Entity | entity.EntityList | Iterable[str | entity.Entity] | None = None, loops: bool = False, mode: Literal['OUT', 'IN', 'ALL'] = 'OUT', maxlen: int = 2, minlen: int = 1, direction: bool | tuple | None = None, effect: bool | str | None = None, resources: str | set[str] | None = None, interaction_type: str | set[str] | None = None, data_model: str | set[str] | None = None, via: bool | str | set[str] | None = None, references: bool | str | set[str] | None = None, silent: bool = False)

Find paths or motifs in a network.

Finds all paths up to length maxlen between groups of nodes. In addition is able to search for motifs or select the nodes of a subnetwork around certain nodes.

Args

start:

Starting node(s) of the paths.

end:

Target node(s) of the paths. If None any target node will be accepted and all paths from the starting nodes with length maxlen will be returned.

loops:

Search for loops, i.e. the start and end nodes of each path should be the same.

mode:

Direction of the paths. 'OUT' means from start to end, 'IN' the opposite direction while 'ALL' both directions.

maxlen:

Maximum length of paths in steps, i.e. if maxlen = 3, then the longest path may consist of 3 edges and 4 nodes.

minlen:

Minimum length of the path.

silent:

Indicate progress by showing a progress bar.

Details

The arguments: direction, effect, resources, interaction_type, data_model, via and references will be passed to the partners method of this object and from there to the relevant methods of the Interaction and Evidence objects. By these arguments it is possible to filter the interactions in the paths according to custom criteria. If any of these arguments is a tuple or list, its first value will be used to match the first interaction in the path, the second for the second one and so on. If the list or tuple is shorter then maxlen, its last element will be used for all interactions. If it’s longer than maxlen, the remaining elements will be discarded. This way the method is able to search for custom motives. For example, let’s say you want to find the motives where the estrogen receptor transcription factor ESR1 transcriptionally regulates a gene encoding a protein which then has some effect post-translationally on ESR1:

Examples

n.find_paths(

‘ESR1’, loops = True, minlen = 2, interaction_type = (‘transcriptional’, ‘post_translational’),

)

# Or if you are interested only in the -/+ feedback loops i.e. # ESR1 –(-)–> X –(+)–> ESR1:

n.find_paths(

‘ESR1’, loops = True, minlen = 2, interaction_type = (‘transcriptional’, ‘post_translational’), effect = (‘negative’, ‘positive’),

)

classmethod from_igraph(pa, **kwargs)

Creates an instance from an igraph.Graph based pypath.main.PyPath object.

Parameters:

pa (pypath.main.PyPath) – A pypath.main.PyPath object with network data loaded.

classmethod from_pickle(pickle_file: str, **kwargs)

Initializes a new Network object by loading it from a pickle file. Returns a Network object.

Args

pickle_file:

Path to a pickle file.

kwargs:

Passed to Network.__init__.

get_complex_identifiers

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_complex_labels

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_complexes

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_curation_effort

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_data_models

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_datasets

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_directed

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_directed_in

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_directed_out

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_negative

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_negative_in

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_negative_out

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_non_directed

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_positive

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_positive_in

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_positive_out

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_signed

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_signed_in

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_signed_out

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_degrees_undirected

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_entities

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_evidences

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_identifiers

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interaction_types

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_0

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_directed

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_mutual

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_negative

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_non_directed

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_non_directed_0

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_positive

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_signed

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_undirected

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_interactions_undirected_0

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_labels

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_lncrna_identifiers

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_lncrna_labels

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_lncrnas

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_mirna_identifiers

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_mirna_labels

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_mirnas

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_organisms()

Returns the set of all NCBI Taxonomy IDs occurring in the network.

get_protein_identifiers

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_protein_labels

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_proteins

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_references

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_resource_names

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_resource_names_via

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_resources

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_resources_via

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_small_molecule_identifiers

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_small_molecule_labels

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

get_small_molecules

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

htp_interactions(threshold=50, ignore_directed=False)

Collects the interactions only from high-throughput studies.

Returns:

Set of interaction keys (tuples of entities).

htp_references(threshold=50)

Collects the high-throughput references i.e. the ones cited at a higher number of interactions than threshold.

identifiers_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

identifiers_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

identifiers_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

identifiers_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

identifiers_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

identifiers_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

init_network(resources=None, make_df=False, exclude=None, reread=False, redownload=False, keep_raw=False, top_call=True, cache_files=None, only_directions=False, pickle_file=None, allow_loops=None, first_n=None)

Loads data from a network resource or a collection of resources.

Parameters:

• resources (str,dict,list,resource.NetworkResource) – An object defining one or more network resources. If str it will be looked up among the collections in the pypath.resources.network module (e.g. 'pathway' will load all resources in the pathway collection). If dict or list it will be processed recursively i.e. the load method will be called for each element. If it is a pypath.internals.resource.NetworkResource object it will be processed and added to the network.

• make_df (bool) – Whether to create a pandas.DataFrame after loading all resources.

• exclude (NoneType,set) – A set of resource names to be ignored. It is useful if you want to load a collection with the exception of a few resources.

interaction(a, b)

Retrieves the interaction a –> b if it exists in the network, otherwise b –> a. If no interaction exist between a and b returns None.

interaction_by_id(id_a, id_b)

Returns a pypath.interaction.Interaction object by looking it up based on a pair of identifiers. If the interaction does not exist in the network None will be returned.

Parameters:

• id_a (str) – The identifier of one of the partners in the interaction. Unless it’s been set otherwise for genes/proteins it is the UniProt ID. E.g. 'P00533'.

• id_b (str) – The other partner, similarly to id_a. The order of the partners does not matter here.

interaction_by_label(label_a, label_b)

Returns a pypath.interaction.Interaction object by looking it up based on a pair of labels. If the interaction does not exist in the network None will be returned.

Parameters:

• label_a (str) – The label of one of the partners in the interaction. Unless it’s been set otherwise for genes/proteins it is the Gene Symbol. E.g. 'EGFR'.

• label_b (str) – The other partner, similarly to label_a. The order of the partners does not matter here.

interaction_types_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interaction_types_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interaction_types_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interaction_types_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interaction_types_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interaction_types_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_0_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_0_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_0_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_0_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_0_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_0_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_directed_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_directed_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_directed_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_directed_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_directed_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_directed_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_mutual_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_mutual_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_mutual_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_mutual_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_mutual_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_mutual_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_negative_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_negative_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_negative_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_negative_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_negative_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_negative_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_0_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_0_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_0_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_0_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_0_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_0_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_non_directed_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_positive_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_positive_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_positive_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_positive_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_positive_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_positive_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_signed_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_signed_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_signed_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_signed_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_signed_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_signed_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_0_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_0_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_0_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_0_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_0_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_0_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

interactions_undirected_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

labels_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

labels_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

labels_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

labels_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

labels_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

labels_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_identifiers_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_identifiers_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_identifiers_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_identifiers_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_identifiers_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_identifiers_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_labels_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_labels_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_labels_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_labels_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_labels_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrna_labels_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrnas_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrnas_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrnas_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrnas_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrnas_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

lncrnas_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

load(resources=None, make_df=False, exclude=None, reread=False, redownload=False, keep_raw=False, top_call=True, cache_files=None, only_directions=False, pickle_file=None, allow_loops=None, first_n=None)

Loads data from a network resource or a collection of resources.

Parameters:

• resources (str,dict,list,resource.NetworkResource) – An object defining one or more network resources. If str it will be looked up among the collections in the pypath.resources.network module (e.g. 'pathway' will load all resources in the pathway collection). If dict or list it will be processed recursively i.e. the load method will be called for each element. If it is a pypath.internals.resource.NetworkResource object it will be processed and added to the network.

• make_df (bool) – Whether to create a pandas.DataFrame after loading all resources.

• exclude (NoneType,set) – A set of resource names to be ignored. It is useful if you want to load a collection with the exception of a few resources.

load_from_pickle(pickle_file)

Loads the network to a pickle file.

Parameters:

pickle_file (str) – Path to the pickle file.

load_resource(resource, clean=True, reread=None, redownload=None, keep_raw=False, only_directions=False, allow_loops=None, first_n=None, **kwargs)

Loads the data from a single resource and attaches it to the network

Parameters:

• resource (pypath.input_formats.NetworkInput) – pypath.input_formats.NetworkInput instance containing the detailed definition of the input format to the downloaded file.

• clean (bool) – Legacy parameter, has no effect at the moment. Optional, True by default. Whether to clean the graph after importing the data or not. See pypath.main.PyPath.clean_graph() for more information.

• cache_files (dict) – Legacy parameter, has no effect at the moment. Optional, {} by default. Contains the resource name(s) [str] (keys) and the corresponding cached file name [str]. If provided (and file exists) bypasses the download of the data for that resource and uses the cache file instead.

• reread (bool) – Optional, False by default. Specifies whether to reread the data files from the cache or omit them (similar to redownload).

• redownload (bool) – Optional, False by default. Specifies whether to re-download the data and ignore the cache.

• only_directions (bool) – If True, no new interactions will be created but direction and effect sign evidences will be added to existing interactions.

• first_n (int) – Load only the first n interactions.

load_resources(resources=None, make_df=False, exclude=None, reread=False, redownload=False, keep_raw=False, top_call=True, cache_files=None, only_directions=False, pickle_file=None, allow_loops=None, first_n=None)

Loads data from a network resource or a collection of resources.

Parameters:

• resources (str,dict,list,resource.NetworkResource) – An object defining one or more network resources. If str it will be looked up among the collections in the pypath.resources.network module (e.g. 'pathway' will load all resources in the pathway collection). If dict or list it will be processed recursively i.e. the load method will be called for each element. If it is a pypath.internals.resource.NetworkResource object it will be processed and added to the network.

• make_df (bool) – Whether to create a pandas.DataFrame after loading all resources.

• exclude (NoneType,set) – A set of resource names to be ignored. It is useful if you want to load a collection with the exception of a few resources.

make_df(records=None, by_source=None, with_references=None, columns=None, dtype=None)

Creates a pandas.DataFrame from the interactions.

mirna_identifiers_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_identifiers_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_identifiers_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_identifiers_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_identifiers_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_identifiers_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_labels_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_labels_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_labels_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_labels_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_labels_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirna_labels_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

classmethod mirna_target(resources=None, make_df=None, reread=False, redownload=False, exclude=None, ncbi_tax_id=9606, **kwargs)

Initializes a new Network object with loading a miRNA-mRNA regulation network from all databases by default.

Args

kwargs:

Passed to Network.__init__.

mirnas_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirnas_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirnas_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirnas_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirnas_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

mirnas_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

numof_interactions_per_reference()

Counts the number of interactions for each literature reference. Returns a collections.Counter object (similar to dict).

organisms_check(organisms=None, remove_mismatches=True, remove_nonspecific=False)

Scans the network for one or more organisms and removes the nodes and interactions which belong to any other organism.

Parameters:

• organisms (int,set,NoneType) – One or more NCBI Taxonomy IDs. If None the value in ncbi_tax_id will be used. If that’s too is None then only the entities with discrepancy between their stated organism and their identifier.

• remove_mismatches (bool) – Remove the entities where their identifier can not be found in the reference list from the database for their taxon.

• remove_nonspecific (bool) – Remove the entities with taxonomy ID zero, which is used to represent the non taxon specific entities such as metabolites or drug compounds.

partners(entity, mode='ALL', direction: bool | tuple | None = None, effect: bool | str | None = None, resources: str | set[str] | None = None, interaction_type: str | set[str] | None = None, data_model: str | set[str] | None = None, via: bool | str | set[str] | None = None, references: bool | str | set[str] | None = None, return_interactions: bool = False)

Parameters:

• entity (str,Entity,list,set,tuple,EntityList) – An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

• mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_transcriptionally_activated_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_transcriptionally_activates

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_transcriptionally_regulated_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_transcriptionally_regulates

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_transcriptionally_suppressed_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_transcriptionally_suppresses

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_translationally_activated_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_translationally_activates

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_translationally_regulated_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_translationally_regulates

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_translationally_suppressed_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

post_translationally_suppresses

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

protein_identifiers_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_identifiers_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_identifiers_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_identifiers_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_identifiers_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_identifiers_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_labels_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_labels_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_labels_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_labels_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_labels_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

protein_labels_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

proteins_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

proteins_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

proteins_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

proteins_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

proteins_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

proteins_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

random_interaction(**kwargs)

Picks a random interaction from the network.

Returns

An Interaction object, or None if the network is empty.

references_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

references_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

references_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

references_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

references_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

references_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

regulated_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

regulates

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

reload(recursive: bool = False)

Reloads the object from the module level.

remove_interaction(entity_a, entity_b)

Removes the interaction between two nodes if exists.

Parameters:

entity_a,entity_b (str,Entity) – A pair of molecular entity identifiers, labels or Entity objects.

remove_loops()

Removes the loop interactions from the network i.e. the ones with their two endpoints being the same entity.

remove_node(entity)

Removes a node with all its interactions. If the removal of the interactions leaves any of the partner nodes without interactions it will be removed too.

Parameters:

entity (str,Entity) – A molecular entity identifier, label or Entity object.

remove_zero_degree()

Removes all nodes with no interaction.

reset()

Removes network data i.e. creates empty interaction and node dictionaries.

property resource_names

Returns a set of all resource names.

resource_names_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_via_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_via_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_via_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_via_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_via_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resource_names_via_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

property resources

Returns a set of all resources.

resources_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_via_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_via_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_via_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_via_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_via_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

resources_via_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

save_to_pickle(pickle_file)

Saves the network to a pickle file.

Parameters:

pickle_file (str) – Path to the pickle file.

small_molecule_identifiers_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_identifiers_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_identifiers_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_identifiers_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_identifiers_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_identifiers_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_labels_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_labels_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_labels_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_labels_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_labels_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecule_labels_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecules_by_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecules_by_interaction_type

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecules_by_interaction_type_and_data_model

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecules_by_interaction_type_and_data_model_and_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecules_by_reference

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

small_molecules_by_resource

Built-in immutable sequence.

If no argument is given, the constructor returns an empty tuple. If iterable is specified the tuple is initialized from iterable’s items.

If the argument is a tuple, the return value is the same object.

summaries_tab(outfile=None, return_table=False, label_type=1)

Creates a table from resource vs. entity counts and optionally writes it to outfile and returns it.

suppressed_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

suppresses

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

to_igraph()

Converts the network to the legacy igraph.Graph based PyPath object.

classmethod transcription(dorothea=True, original_resources=True, dorothea_levels=None, exclude=None, reread=False, redownload=False, make_df=False, ncbi_tax_id=9606, allow_loops=None, **kwargs)

Initializes a new Network object with loading a transcriptional regulation network from all databases by default.

Args

kwargs:

Passed to Network.__init__.

transcriptionally_activated_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

transcriptionally_activates

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

transcriptionally_regulated_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

transcriptionally_regulates

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

transcriptionally_suppressed_by

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.

transcriptionally_suppresses

arg str,Entity,list,set,tuple,EntityList entity:

An identifier or label of a molecular entity or an Entity object. Alternatively an iterator with the elements of any of the types valid for a single entity argument, e.g. a list of gene symbols.

Parameters:

mode (str) – Mode of counting the interactions: IN, OUT or ALL , whether to consider incoming, outgoing or all edges, respectively, respective to the node defined in `entity`.

Returns:

EntityList object containing the partners having interactions to the queried node(s) matching all the criteria. If entity doesn’t present in the network the returned EntityList will be empty just like if no interaction matches the criteria.