From 95931abf991003c84551762d6d7caf458b095460 Mon Sep 17 00:00:00 2001 From: "Nicholas A. Del Grosso" Date: Mon, 25 Mar 2024 16:23:04 +0100 Subject: [PATCH] added simulation code --- .../workshop-capacity-analysis/code.py | 80 ++++++++++++++++++ ...articipant_interactions_simulation.parquet | Bin 0 -> 247073 bytes src/workshop-registration/attendance.py | 6 +- 3 files changed, 83 insertions(+), 3 deletions(-) create mode 100644 learning-projects/workshop-capacity-analysis/code.py create mode 100644 learning-projects/workshop-capacity-analysis/participant_interactions_simulation.parquet diff --git a/learning-projects/workshop-capacity-analysis/code.py b/learning-projects/workshop-capacity-analysis/code.py new file mode 100644 index 0000000..ccf37b4 --- /dev/null +++ b/learning-projects/workshop-capacity-analysis/code.py @@ -0,0 +1,80 @@ +# %% Setup + + +import random +import pandas as pd +import numpy as np +import seaborn as sns +import matplotlib.pyplot as plt + + + +def simulate_proportion_interactions_varying_formations(P, team_sizes, N_values, simulations=30): + """ + Simulate team formation with varying team sizes and number of team formations, + and calculate the average proportion of other participants each participant interacted with. + """ + experiment_data = [] + + for S in team_sizes: + for N in N_values: + for _ in range(simulations): + participants = list(range(P)) + interactions = {p: set() for p in participants} + + for _ in range(N): + random.shuffle(participants) + teams = [participants[i:i + S] for i in range(0, P, S)] + for team in teams: + for member in team: + interactions[member].update(set(team) - {member}) + + proportions = [len(interactions[p]) / (P - 1) for p in participants] + + experiment_data.append({ + "team_size": S, + "N_formations": N, + "avg_proportion": np.median(proportions), + "25_proportion": np.percentile(proportions, 25), + "75_proportion": np.percentile(proportions, 75), + "N_Participants": P + }) + + return experiment_data + +# %% +# Constants +team_sizes = [2, 3, 4, 5] # Team sizes +N_values = [3, 4, 5] # Number of team formations +P_range = list(range(5, 31)) # Participant range from 5 to 30 +n_simulations = 400 + +# Collecting experiment data +all_experiment_data_varying_formations = [] +for P in P_range: + experiment_data = simulate_proportion_interactions_varying_formations(P, team_sizes, N_values, n_simulations) + all_experiment_data_varying_formations.extend(experiment_data) + +# %% Creating a DataFrame for the experiment data +df = pd.DataFrame(all_experiment_data_varying_formations) +df.to_parquet('participant_interactions_simulation.parquet') +df + +# %% Plotting using seaborn +import pandas as pd + +df = pd.read_parquet('participant_interactions_simulation.parquet') +g = sns.FacetGrid(df, col="N_formations", hue="team_size", col_wrap=3, height=5) +g.map(sns.lineplot, "N_Participants", "avg_proportion").add_legend() +g.set_titles("Team Formations: {col_name}") +g.set_axis_labels("Number of Participants (N)", "Average Proportion (%)") +g.set(ylim=(0, 1), xlim=(0, max(P_range))) +plt.show() + +# %% Plotting what 75% of people will at least experience +g = sns.FacetGrid(df, col="N_formations", hue="team_size", col_wrap=3, height=5) +g.map(sns.lineplot, "N_Participants", "25_proportion").add_legend() +g.set_titles("Team Formations: {col_name}") +g.set_axis_labels("Number of Participants (N)", "Average Proportion (%)") +g.set(ylim=(0, 1), xlim=(0, max(P_range))) +plt.show() \ No newline at end of file diff --git a/learning-projects/workshop-capacity-analysis/participant_interactions_simulation.parquet b/learning-projects/workshop-capacity-analysis/participant_interactions_simulation.parquet new file mode 100644 index 0000000000000000000000000000000000000000..fa5c3890703c1cab4bc1eb530288cccc8dd94b2b GIT binary patch literal 247073 zcmb5W4R}=5wLiSq%-NH(!#O8sCNsl?8DKWdgc+K_31WZ{LqOmf zYOtjRZDA%Pgb%G_OD(b5CRi+rR%~f6^@=wWL@l*KiyzTqo1pkz%N1L_f3^4hP4B(` 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time(hour=18, minute=00)), axis = 1) + df['workshop_start'] = df.apply(lambda x: datetime.combine(x.date, time(hour= 7, minute=30)), axis = 1) + df['workshop_end'] = df.apply(lambda x: datetime.combine(x.date, time(hour=20, minute=00)), axis = 1) df["arrival_time_corrected"] = df["arrived"].dt.tz_localize(None).clip(lower=df["workshop_start"], upper=df["workshop_end"]) df["departure_time_corrected"] = df["departed"].dt.tz_localize(None).clip(lower=df["workshop_start"], upper=df["workshop_end"]) @@ -54,7 +54,7 @@ def calculate_attendance(meeting_id): if __name__ == "__main__": - meeting_id = "833 3035 7443" + meeting_id = "87932199879" #meeting_id = input("Type meeting id: ") print("Calculating attendance for meeting id %s"%meeting_id)