def generate():
################################################################
print("[#] Initializing GEXF")
# graph init
graph = GEXF("citations_conferences")
# parameters
graph.setParameter("graph", "defaultedgetype", "directed")
# attributes
# graph.addAttribute( "node", "conference" , "string", "" )
# graph.addAttribute( "node", "title" , "string", "" )
# graph.addAttribute( "node", "year" , "string", "" )
# TODO: color attribute for each paper
# TODO: print statisics:
################################################################
print("[#] Loading Data:")
gA = s2data.get_dict_gA()
gB = s2data.get_dict_gB()
################################################################
print("[#] Analyzing Data:")
conferences = []
edge_id = 0
missing_count = 0
def addNode_safe(conf):
if not conf in conferences:
graph.addNode(conf, {})
conferences.append(conf)
for source_id, source_paper in gA.items():
# source node
source_conf = conf_utils.normalize_conference(source_paper["venue"])
if len(source_conf) == 0: continue
addNode_safe(source_conf)
# for each outcite
for target_id in source_paper["outCitations"]:
if not target_id in gB:
missing_count += 1
continue
# target node
target_conf = conf_utils.normalize_conference(
gB[target_id]["venue"])
if len(target_conf) == 0: continue
addNode_safe(target_conf)
# edge
graph.addEdge(str(edge_id), source_conf, target_conf)
edge_id += 1
print("[>] missing count:", missing_count)
################################################################
print("[#] Writing file:")
graph.write("/home/blancheh/SystemsAnalysis/systems-papers/gexf/")
from gexf.gexf import GEXF
import utils.data as u_data
import semantic_scholar.s2data as s2data
import chord.chord as chord
import chord.chord_colors as chord_colors
################################################################
# parameters
threshold = 150
################################################################
print("[#] Loading Data:")
gA = s2data.get_dict_gA()
gB = s2data.get_dict_gB()
################################################################
print("[#] Analyzing Data:")
# { conference : { conference: #citations } }
conferences = {}
def inc_conf(source, target):
if not source in conferences:
conferences[source] = {}
if not target in conferences[source]:
conferences[source][target] = 0
conferences[source][target] += 1