Graph EDA

All EDA methods require the APOC plugin to be installed in your Neo4j instance.

---

Node Label Frequency

Returns the frequency and relative frequency of all node labels in the graph.

df = graph.get_node_label_freq(database='mydb')

---

Multi-Label Node Frequency

Returns the frequency of nodes that have more than one label.

df = graph.get_node_multilabel_freq(database='mydb')

---

Relationship Type Frequency

Returns the frequency and relative frequency of all relationship types.

df = graph.get_rela_type_freq(database='mydb')

---

Relationship Source-Target Frequency

Returns the frequency of relationships broken down by source node label and target node label.

df = graph.get_rela_source_target_freq(database='mydb')

---

Node and Relationship Properties

Returns information about all node and relationship properties in the graph.

df = graph.get_properties(database='mydb')

---

Constraints

Lists all constraints defined in the graph.

df = graph.get_constraints(database='mydb')

---

Indexes

Lists all indexes defined in the graph.

df = graph.get_indexes(database='mydb')