# compute the ratio
ratio = x/y
print(f"Their ratio is: {ratio}")
```

```txt title="Output"
The largest stockholders equity value is: 134047000000.0
The smallest revenue value is: 53809000000.0
Their ratio is: 2.4911631883142227
```

Let's now get the answer from the Agent.

```python PYTHON
for qsn,val in question_dict.items():
    print(f'question:{qsn}')
    agent_executor.invoke({
       "input": val[0],
       "preamble": preamble,
    })
```

```txt title="Output"
question:q1


[1m> Entering new AgentExecutor chain...[0m
[32;1m[1;3m
I will write and execute Python code to find the largest and smallest values in the relevant columns of the dataframes, then calculate the ratio.
{'tool_name': 'python_interpreter', 'parameters': {'code': "import pandas as pd\n\nincome_statement = pd.read_csv('income_statement.csv')\nbalance_sheet = pd.read_csv('balance_sheet.csv')\n\n# Find largest and smallest values in relevant columns\nmax_stockholders_equity = max([balance_sheet['StockholdersEquity'].iloc[i] for i in range(len(balance_sheet))])\nmin_revenue = min([income_statement['RevenueFromContractWithCustomerExcludingAssessedTax'].iloc[i] for i in range(len(income_statement))])\n\n# Calculate ratio\nratio = max_stockholders_equity / min_revenue\n\nprint(f'The ratio of the largest stockholders equity to the smallest revenue is {ratio:.2f}'\n    )"}}
[0m[36;1m[1;3mNameError("name 'balance_sheet' is not defined")[0m[32;1m[1;3m
My code has thrown an error because the variable `balance_sheet` has not been defined. I will fix this by adding the line `balance_sheet = pd.read_csv('balance_sheet.csv')` to the beginning of my code.
{'tool_name': 'python_interpreter', 'parameters': {'code': "import pandas as pd\n\nincome_statement = pd.read_csv('income_statement.csv')\n\nbalance_sheet = pd.read_csv('balance_sheet.csv')\n\n# Find largest and smallest values in relevant columns\nmax_stockholders_equity = max([balance_sheet['StockholdersEquity'].iloc[i] for i in range(len(balance_sheet))])\nmin_revenue = min([income_statement['RevenueFromContractWithCustomerExcludingAssessedTax'].iloc[i] for i in range(len(income_statement))])\n\n# Calculate ratio\nratio = max_stockholders_equity / min_revenue\n\nprint(f'The ratio of the largest stockholders equity to the smallest revenue is {ratio:.2f}'\n    )"}}
[0m[36;1m[1;3mNameError("name 'balance_sheet' is not defined")[0m[32;1m[1;3m
The same error has occurred again, so I will check my code carefully to make sure the variable is being defined correctly.
{'tool_name': 'python_interpreter', 'parameters': {'code': "import pandas as pd\n\n# Load data\nincome_statement = pd.read_csv('income_statement.csv')\nbalance_sheet = pd.read_csv('balance_sheet.csv')\n\n# Find largest and smallest values in relevant columns\nmax_stockholders_equity = max(balance_sheet['StockholdersEquity'])\nmin_revenue = min(income_statement['RevenueFromContractWithCustomerExcludingAssessedTax'])\n\n# Calculate ratio\nratio = max_stockholders_equity / min_revenue\n\nprint(f'The ratio of the largest stockholders equity to the smallest revenue is {ratio:.2f}')"}}
[0m[36;1m[1;3mThe ratio of the largest stockholders equity to the smallest revenue is 2.49
[0m[32;1m[1;3mRelevant Documents: 0,1,2
Cited Documents: 2
Answer: The ratio of the largest stockholders equity to the smallest revenue is approximately **2.49**.
Grounded answer: The ratio of the largest stockholders equity to the smallest revenue is approximately *<co: 2="">*2.49</co:>**.[0m

[1m> Finished chain.[0m
```

The Agent defined a plan ("write and execute Python code to find the largest and smallest values in the relevant columns of the dataframes, then calculate the ratio") and executed it. It made some mistakes when coding, that resulted in NameError errors, but it fixed them and finally got to the correct answer