Merge pull request #11 from r2WillDev/analysis/charts

analysis: add Etapa 11 results analysis and charts

Author: r2WillDev

analysis/charts/.gitkeep

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+pandas==3.0.3
+matplotlib==3.11.0
+notebook==7.5.7
+ipykernel==7.3.0

analysis/charts/c4_vs_c5_optimization.png

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+scenario_order,scenario_key,scenario_label,mean_seconds,absolute_overhead_vs_c1_seconds,percentage_overhead_vs_c1
+1,c1,C1 - Baseline,87.0,0.0,0.0
+2,c2,C2 - SAST,90.4,3.4,3.91
+3,c3,C3 - SAST + SCA,126.2,39.2,45.06
+4,c4,C4 - SAST + SCA + DAST,236.6,149.6,171.95
+5,c5,C5 - Optimized,191.8,104.8,120.46

analysis/charts/lead_time_by_scenario.png

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+comparison,interpretation,reference_mean_seconds,target_mean_seconds,absolute_overhead_seconds,percentage_overhead
+C2 - C1,Impacto do SAST,87.0,90.4,3.4,3.91
+C3 - C2,Impacto do SCA,90.4,126.2,35.8,39.6
+C4 - C3,Impacto do DAST,126.2,236.6,110.4,87.48
+C5 - C4,Impacto das otimizações,236.6,191.8,-44.8,-18.93

analysis/charts/overhead_percentage_by_scenario.png

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+scenario_order,scenario_key,scenario_label,executions,mean_seconds,median_seconds,min_seconds,max_seconds,std_seconds
+1,c1,C1 - Baseline,5,87.0,87.0,80,93,5.61
+2,c2,C2 - SAST,5,90.4,88.0,79,108,10.69
+3,c3,C3 - SAST + SCA,5,126.2,127.0,107,149,16.02
+4,c4,C4 - SAST + SCA + DAST,5,236.6,207.0,197,309,49.67
+5,c5,C5 - Optimized,5,191.8,180.0,172,240,27.63