File size: 1,512 Bytes
c50cea5 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 |
import plotly.express as px
import pandas as pd
def generate_chart(analysis_option, data):
if analysis_option == "Employee Satisfaction":
return px.bar(data, x="DepartmentType", y="Satisfaction Score",
title="Satisfaction Score by Department", color="DepartmentType")
elif analysis_option == "Department Performance":
return px.line(data, x="DepartmentType", y=["Performance Score", "Current Employee Rating"],
title="Departmental Performance Trends", markers=True)
elif analysis_option == "Training Analytics":
return px.bar(data, x="Training Program Name", y="Training Outcome",
title="Training Participation by Program", color="Training Program Name")
elif analysis_option == "Cost-Benefit Analysis":
return px.scatter(data, x="DepartmentType", y="ROI", title="ROI by Department", size="ROI")
elif analysis_option == "Training Effectiveness":
return px.bar(data, x="Training Program Name", y="Performance Score",
title="Training Effectiveness by Program", color="Training Program Name")
elif analysis_option == "Diversity & Inclusion":
return px.bar(data, x="Category", y="Count", color="Group",
title="Diversity & Inclusion Breakdown", barmode="stack")
elif analysis_option == "Career Development":
return px.histogram(data, x="Career Movements", title="Career Progression Histogram")
return None
|