Um vislumbre dos índices financeiros de alguns setores
Análise de Demonstrativos Financeiros em Python
Rohan Chatterjee
Risk Modeler
Current ratio médio
- Current ratio = $\dfrac{\text{Current Assets}}{\text{Current Liabilities}}$
- Média do current ratio por setor:
balance_sheet["current_ratio"] = balance_sheet["Total Current Assets"]/ balance_sheet["Total Current Liabilities"] balance_sheet.pivot_table(index="comp_type", values="current_ratio")
Debt-to-equity médio
- Debt-to-equity = $\dfrac{\text{Total liabilities}}{\text{Total shareholders equity}}$
- Média do debt-to-equity por setor:
balance_sheet["debt_to_equity"] = balance_sheet["Total Liabilities"]/ balance_sheet["Total Shareholders Equity"] balance_sheet.pivot_table(index="comp_type", values="debt_to_equity")
Compare visualmente com a média do setor
Criando o gráfico de barras
plot = balance_sheet_tech.pivot_table(index="company", values = "current_ratio",
margins = True).reset_index()
plot
Criando o gráfico de barras
sns.barplot(data=plot, x = "company", y = "current_ratio")
plt.ylabel("Current Ratio"), plt.xlabel("Company")
plt.show()
