def __init__(self, N, width, height):
self.agents = N
self.grid = MultiGrid(width, height, True)
self.schedule = RandomActivation(self)
self.running = True
self.steps = 0
self.encounters = 0
self.mean_encounters = 0
# creating agents by iterating through n_agents
for i in range(self.agents):
# specify an agent as an object of class 'Agent' with unique_ID 'i'
agent = Agent(i, self)
# specify pitch measures for the agent as type 'float'
agent.iqr = float(iqr.iloc[i])
agent.speechrate = float(speechrate.iloc[i])
agent.mad = float(mad.iloc[i])
agent.pause = float(pause.iloc[i])
agent.diagnosis = float(diagnosis.iloc[i])
agent.symptom_severity = (agent.iqr + agent.mad +
(1 - agent.speechrate) + agent.pause) / 4
# add the agent to the model schedule
self.schedule.add(agent)
# adding the agent to a random grid cell
x = self.random.randrange(self.grid.width)
y = self.random.randrange(self.grid.height)
self.grid.place_agent(agent, (x, y))
# add data-collector to the agent
self.datacollector = DataCollector(
agent_reporters={
"interactions": "unique_interactions",
"interaction_time": "interaction_time",
"conversation_time": "conversation_time",
"change_IQR": "change_iqr",
"change_MAD": "change_mad",
"change_Speechrate": "change_speechrate",
"change_PauseFreq": "change_pause",
"abs_change_IQR": "abs_change_iqr",
"abs_change_MAD": "abs_change_mad",
"abs_change_Speechrate": "abs_change_speechrate",
"abs_change_PauseFreq": "abs_change_pause",
"activity": "activity",
"diagnosis": "diagnosis"
},
model_reporters={"Encounters": "encounters"})
