amount_queries 1.json

[
  {
    "Query": "List all records where Approved Amount exceeds 1500.",
    "pandas_code": "mask = df['Approved_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount greater than 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount > 700.",
    "pandas_code": "mask = df['Deduction_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "List all Approved Amount amounts below 700.",
    "pandas_code": "mask = df['Approved_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount above 2000.",
    "pandas_code": "mask = df['Approved_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "List all Deduction Amount amounts below 700.",
    "pandas_code": "mask = df['Deduction_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Deduction Amount amount ranges between 500 and 700.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 500) & (df['Deduction_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount above 2000?",
    "pandas_code": "mask = df['Approved_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount > 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "List all Approved Amount amounts below 500.",
    "pandas_code": "mask = df['Approved_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "List all Claim Amount amounts below 2000.",
    "pandas_code": "mask = df['Claim_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is below 2000.",
    "pandas_code": "mask = df['Approved_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount less than 300.",
    "pandas_code": "mask = df['Claim_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Approved Amount amount ranges between 900 and 1200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 900) & (df['Approved_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount less than 300?",
    "pandas_code": "mask = df['Claim_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount in range 100-200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 100) & (df['Approved_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Claim Amount amount ranges between 200 and 400.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 200) & (df['Claim_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount under 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Approved Amount between 100 and 200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 100) & (df['Approved_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "List claims where Claim Amount is greater than 300.",
    "pandas_code": "mask = df['Claim_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is below 1000.",
    "pandas_code": "mask = df['Approved_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount in range 400-600.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 400) & (df['Claim_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Approved Amount is over 2000.",
    "pandas_code": "mask = df['Approved_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Claim Amount is from 1500 to 2000.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1500) & (df['Claim_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount less than 300?",
    "pandas_code": "mask = df['Approved_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount greater than 700.",
    "pandas_code": "mask = df['Deduction_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Deduction Amount values between 900 and 1200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 900) & (df['Deduction_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Deduction Amount is from 200 to 400.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 200) & (df['Deduction_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount under 700.",
    "pandas_code": "mask = df['Approved_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount in range 1200-1500.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1200) & (df['Claim_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount exceeds 700.",
    "pandas_code": "mask = df['Claim_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Claim Amount does not exceed 2000.",
    "pandas_code": "mask = df['Claim_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount less than 1000.",
    "pandas_code": "mask = df['Claim_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount exceeds 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount above 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount > 500.",
    "pandas_code": "mask = df['Approved_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount less than 300?",
    "pandas_code": "mask = df['Deduction_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is more than 300.",
    "pandas_code": "mask = df['Approved_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount less than 700.",
    "pandas_code": "mask = df['Approved_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is more than 1000.",
    "pandas_code": "mask = df['Claim_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Approved Amount between 500 and 700.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 500) & (df['Approved_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Deduction Amount is from 400 to 600.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 400) & (df['Deduction_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Approved Amount does not exceed 500.",
    "pandas_code": "mask = df['Approved_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount > 2000.",
    "pandas_code": "mask = df['Claim_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount above 700.",
    "pandas_code": "mask = df['Approved_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Approved Amount is from 1500 to 2000.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1500) & (df['Approved_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Approved Amount values between 1200 and 1500.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1200) & (df['Approved_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount < 1000.",
    "pandas_code": "mask = df['Approved_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount < 700.",
    "pandas_code": "mask = df['Deduction_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Deduction Amount is from 700 to 900.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 700) & (df['Deduction_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount in range 500-700.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 500) & (df['Deduction_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Approved Amount is over 1500.",
    "pandas_code": "mask = df['Approved_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount between 100 and 200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 100) & (df['Deduction_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is more than 500.",
    "pandas_code": "mask = df['Approved_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount above 700.",
    "pandas_code": "mask = df['Deduction_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount between 100 and 200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 100) & (df['Approved_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount less than 1500.",
    "pandas_code": "mask = df['Approved_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount < 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Approved Amount does not exceed 2000.",
    "pandas_code": "mask = df['Approved_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount greater than 2000.",
    "pandas_code": "mask = df['Claim_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Show records where Claim Amount lies between 400 and 600.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 400) & (df['Claim_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Deduction Amount values between 100 and 200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 100) & (df['Deduction_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "List all Claim Amount amounts below 1000.",
    "pandas_code": "mask = df['Claim_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount between 700 and 900.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 700) & (df['Claim_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is below 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Approved Amount values between 400 and 600.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 400) & (df['Approved_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount less than 500?",
    "pandas_code": "mask = df['Claim_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show records where Claim Amount lies between 1200 and 1500.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1200) & (df['Claim_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is less than 2000.",
    "pandas_code": "mask = df['Approved_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount exceeds 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Claim Amount between 500 and 700.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 500) & (df['Claim_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "List claims where Deduction Amount is greater than 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "List claims where Deduction Amount is greater than 300.",
    "pandas_code": "mask = df['Deduction_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount above 500.",
    "pandas_code": "mask = df['Approved_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Claim Amount is from 900 to 1200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 900) & (df['Claim_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount between 1500 and 2000.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1500) & (df['Approved_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount > 1000.",
    "pandas_code": "mask = df['Approved_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Approved Amount is over 1000.",
    "pandas_code": "mask = df['Approved_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Claim Amount is from 100 to 200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 100) & (df['Claim_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount < 700.",
    "pandas_code": "mask = df['Claim_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount less than 2000?",
    "pandas_code": "mask = df['Approved_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is less than 2000.",
    "pandas_code": "mask = df['Claim_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is more than 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount < 500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is less than 700.",
    "pandas_code": "mask = df['Approved_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount exceeds 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is below 1500.",
    "pandas_code": "mask = df['Claim_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount under 2000.",
    "pandas_code": "mask = df['Claim_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount greater than 500.",
    "pandas_code": "mask = df['Approved_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Deduction Amount does not exceed 700.",
    "pandas_code": "mask = df['Deduction_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount under 1500.",
    "pandas_code": "mask = df['Claim_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount greater than 700.",
    "pandas_code": "mask = df['Claim_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Show records where Deduction Amount lies between 900 and 1200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 900) & (df['Deduction_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "List all Approved Amount amounts below 1000.",
    "pandas_code": "mask = df['Approved_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is less than 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount above 300.",
    "pandas_code": "mask = df['Deduction_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount above 500?",
    "pandas_code": "mask = df['Claim_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount less than 700?",
    "pandas_code": "mask = df['Deduction_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is between 1500 and 2000.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1500) & (df['Approved_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Deduction Amount does not exceed 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is between 900 and 1200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 900) & (df['Deduction_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount above 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is more than 1500.",
    "pandas_code": "mask = df['Claim_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is between 700 and 900.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 700) & (df['Approved_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount above 300.",
    "pandas_code": "mask = df['Claim_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount between 200 and 400.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 200) & (df['Approved_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Deduction Amount between 900 and 1200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 900) & (df['Deduction_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Claim Amount between 900 and 1200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 900) & (df['Claim_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "List all Claim Amount amounts below 1500.",
    "pandas_code": "mask = df['Claim_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount > 500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "List all Claim Amount amounts below 500.",
    "pandas_code": "mask = df['Claim_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount > 300.",
    "pandas_code": "mask = df['Approved_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "List claims where Deduction Amount is greater than 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Show records where Deduction Amount lies between 500 and 700.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 500) & (df['Deduction_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is less than 300.",
    "pandas_code": "mask = df['Claim_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is between 400 and 600.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 400) & (df['Approved_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Show records where Claim Amount lies between 500 and 700.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 500) & (df['Claim_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount under 700.",
    "pandas_code": "mask = df['Deduction_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Claim Amount does not exceed 1000.",
    "pandas_code": "mask = df['Claim_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount exceeds 700.",
    "pandas_code": "mask = df['Deduction_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is less than 500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount < 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount under 1500.",
    "pandas_code": "mask = df['Approved_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount > 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount less than 1000?",
    "pandas_code": "mask = df['Approved_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Claim Amount does not exceed 300.",
    "pandas_code": "mask = df['Claim_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Deduction Amount amount ranges between 700 and 900.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 700) & (df['Deduction_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Claim Amount amount ranges between 1500 and 2000.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1500) & (df['Claim_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Approved Amount is from 400 to 600.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 400) & (df['Approved_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount greater than 1500.",
    "pandas_code": "mask = df['Claim_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Claim Amount is over 700.",
    "pandas_code": "mask = df['Claim_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount under 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount above 1500.",
    "pandas_code": "mask = df['Claim_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Deduction Amount amount ranges between 1200 and 1500.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1200) & (df['Deduction_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is between 1200 and 1500.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1200) & (df['Deduction_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Approved Amount does not exceed 1000.",
    "pandas_code": "mask = df['Approved_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Deduction Amount is from 100 to 200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 100) & (df['Deduction_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount > 300.",
    "pandas_code": "mask = df['Claim_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is between 700 and 900.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 700) & (df['Deduction_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Claim Amount values between 900 and 1200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 900) & (df['Claim_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is more than 700.",
    "pandas_code": "mask = df['Claim_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is below 500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is below 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount in range 1500-2000.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1500) & (df['Claim_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Approved Amount amount ranges between 1500 and 2000.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1500) & (df['Approved_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "List all Deduction Amount amounts below 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is more than 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is less than 1500.",
    "pandas_code": "mask = df['Approved_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount between 200 and 400.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 200) & (df['Deduction_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Claim Amount values between 200 and 400.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 200) & (df['Claim_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Deduction Amount does not exceed 300.",
    "pandas_code": "mask = df['Deduction_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount under 700.",
    "pandas_code": "mask = df['Claim_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount above 700.",
    "pandas_code": "mask = df['Claim_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is between 500 and 700.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 500) & (df['Claim_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "List claims where Approved Amount is greater than 1000.",
    "pandas_code": "mask = df['Approved_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is more than 300.",
    "pandas_code": "mask = df['Claim_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount less than 2000?",
    "pandas_code": "mask = df['Claim_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Claim Amount does not exceed 500.",
    "pandas_code": "mask = df['Claim_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Deduction Amount is from 1200 to 1500.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1200) & (df['Deduction_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Approved Amount between 400 and 600.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 400) & (df['Approved_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is below 300.",
    "pandas_code": "mask = df['Claim_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount < 300.",
    "pandas_code": "mask = df['Claim_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Approved Amount between 1200 and 1500.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1200) & (df['Approved_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Claim Amount is from 400 to 600.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 400) & (df['Claim_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Approved Amount is from 200 to 400.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 200) & (df['Approved_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is below 300.",
    "pandas_code": "mask = df['Deduction_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Deduction Amount is from 500 to 700.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 500) & (df['Deduction_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is below 300.",
    "pandas_code": "mask = df['Approved_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Approved Amount between 200 and 400.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 200) & (df['Approved_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Claim Amount does not exceed 1500.",
    "pandas_code": "mask = df['Claim_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is more than 2000.",
    "pandas_code": "mask = df['Approved_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is below 500.",
    "pandas_code": "mask = df['Approved_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is less than 500.",
    "pandas_code": "mask = df['Approved_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount in range 400-600.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 400) & (df['Deduction_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Claim Amount is over 2000.",
    "pandas_code": "mask = df['Claim_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is between 500 and 700.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 500) & (df['Approved_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Deduction Amount does not exceed 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount less than 700?",
    "pandas_code": "mask = df['Approved_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is more than 1500.",
    "pandas_code": "mask = df['Approved_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is less than 700.",
    "pandas_code": "mask = df['Claim_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Approved Amount between 900 and 1200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 900) & (df['Approved_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount > 500.",
    "pandas_code": "mask = df['Claim_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Show records where Approved Amount lies between 1200 and 1500.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1200) & (df['Approved_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "List claims where Deduction Amount is greater than 700.",
    "pandas_code": "mask = df['Deduction_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Approved Amount amount ranges between 200 and 400.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 200) & (df['Approved_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Claim Amount is from 1200 to 1500.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1200) & (df['Claim_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Show records where Approved Amount lies between 1500 and 2000.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1500) & (df['Approved_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Claim Amount values between 100 and 200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 100) & (df['Claim_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Claim Amount is from 700 to 900.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 700) & (df['Claim_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "List all Deduction Amount amounts below 300.",
    "pandas_code": "mask = df['Deduction_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount greater than 300.",
    "pandas_code": "mask = df['Deduction_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Approved Amount is over 500.",
    "pandas_code": "mask = df['Approved_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount in range 500-700.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 500) & (df['Approved_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "List all Claim Amount amounts below 700.",
    "pandas_code": "mask = df['Claim_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount less than 1000.",
    "pandas_code": "mask = df['Approved_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount < 300.",
    "pandas_code": "mask = df['Approved_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Claim Amount amount ranges between 700 and 900.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 700) & (df['Claim_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount greater than 1000.",
    "pandas_code": "mask = df['Claim_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "List all Approved Amount amounts below 1500.",
    "pandas_code": "mask = df['Approved_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is more than 700.",
    "pandas_code": "mask = df['Deduction_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Show records where Claim Amount lies between 700 and 900.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 700) & (df['Claim_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Approved Amount between 700 and 900.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 700) & (df['Approved_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount exceeds 2000.",
    "pandas_code": "mask = df['Approved_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Approved Amount values between 900 and 1200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 900) & (df['Approved_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount < 1500.",
    "pandas_code": "mask = df['Approved_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount less than 500?",
    "pandas_code": "mask = df['Deduction_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount above 1500?",
    "pandas_code": "mask = df['Approved_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Approved Amount is over 700.",
    "pandas_code": "mask = df['Approved_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Approved Amount is from 500 to 700.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 500) & (df['Approved_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is less than 1500.",
    "pandas_code": "mask = df['Claim_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show records where Deduction Amount lies between 700 and 900.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 700) & (df['Deduction_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount less than 2000.",
    "pandas_code": "mask = df['Approved_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount between 1500 and 2000.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1500) & (df['Deduction_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount between 500 and 700.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 500) & (df['Deduction_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount above 1000.",
    "pandas_code": "mask = df['Approved_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount > 1000.",
    "pandas_code": "mask = df['Claim_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Claim Amount amount ranges between 900 and 1200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 900) & (df['Claim_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show records where Approved Amount lies between 100 and 200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 100) & (df['Approved_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Approved Amount amount ranges between 400 and 600.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 400) & (df['Approved_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount in range 700-900.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 700) & (df['Deduction_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is between 100 and 200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 100) & (df['Approved_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "List all Deduction Amount amounts below 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Approved Amount amount ranges between 700 and 900.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 700) & (df['Approved_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount exceeds 300.",
    "pandas_code": "mask = df['Deduction_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is more than 500.",
    "pandas_code": "mask = df['Claim_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount under 1000.",
    "pandas_code": "mask = df['Approved_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount greater than 700.",
    "pandas_code": "mask = df['Approved_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Claim Amount amount ranges between 400 and 600.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 400) & (df['Claim_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Show records where Deduction Amount lies between 100 and 200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 100) & (df['Deduction_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount exceeds 1000.",
    "pandas_code": "mask = df['Approved_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount < 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Claim Amount is from 200 to 400.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 200) & (df['Claim_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is between 200 and 400.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 200) & (df['Deduction_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount > 1500.",
    "pandas_code": "mask = df['Claim_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount less than 1000?",
    "pandas_code": "mask = df['Deduction_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount greater than 300.",
    "pandas_code": "mask = df['Claim_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is less than 1000.",
    "pandas_code": "mask = df['Claim_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Approved Amount values between 100 and 200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 100) & (df['Approved_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "List claims where Approved Amount is greater than 300.",
    "pandas_code": "mask = df['Approved_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount exceeds 1000.",
    "pandas_code": "mask = df['Claim_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Claim Amount values between 1200 and 1500.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1200) & (df['Claim_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount exceeds 500.",
    "pandas_code": "mask = df['Claim_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount between 700 and 900.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 700) & (df['Deduction_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is less than 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount above 500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Show records where Approved Amount lies between 200 and 400.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 200) & (df['Approved_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount less than 500?",
    "pandas_code": "mask = df['Approved_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is less than 500.",
    "pandas_code": "mask = df['Claim_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount < 2000.",
    "pandas_code": "mask = df['Claim_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Deduction Amount amount ranges between 200 and 400.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 200) & (df['Deduction_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Approved Amount is from 700 to 900.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 700) & (df['Approved_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Deduction Amount values between 200 and 400.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 200) & (df['Deduction_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is below 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Deduction Amount between 1500 and 2000.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1500) & (df['Deduction_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount > 300.",
    "pandas_code": "mask = df['Deduction_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount > 1500.",
    "pandas_code": "mask = df['Approved_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is below 1000.",
    "pandas_code": "mask = df['Claim_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount less than 1500?",
    "pandas_code": "mask = df['Claim_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount exceeds 700.",
    "pandas_code": "mask = df['Approved_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount above 2000.",
    "pandas_code": "mask = df['Claim_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "List claims where Approved Amount is greater than 500.",
    "pandas_code": "mask = df['Approved_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount above 300?",
    "pandas_code": "mask = df['Deduction_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Deduction Amount values between 700 and 900.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 700) & (df['Deduction_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is less than 1000.",
    "pandas_code": "mask = df['Approved_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount in range 100-200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 100) & (df['Claim_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is between 500 and 700.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 500) & (df['Deduction_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount between 500 and 700.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 500) & (df['Claim_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Claim Amount values between 700 and 900.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 700) & (df['Claim_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount in range 500-700.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 500) & (df['Claim_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount under 300.",
    "pandas_code": "mask = df['Approved_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount in range 400-600.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 400) & (df['Approved_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount greater than 2000.",
    "pandas_code": "mask = df['Approved_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount greater than 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount < 300.",
    "pandas_code": "mask = df['Deduction_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount in range 200-400.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 200) & (df['Claim_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount exceeds 300.",
    "pandas_code": "mask = df['Claim_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is between 1500 and 2000.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1500) & (df['Deduction_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is less than 300.",
    "pandas_code": "mask = df['Deduction_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount greater than 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Claim Amount is more than 2000.",
    "pandas_code": "mask = df['Claim_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Deduction Amount amount ranges between 100 and 200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 100) & (df['Deduction_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount in range 900-1200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 900) & (df['Approved_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is between 900 and 1200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 900) & (df['Claim_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show records where Approved Amount lies between 900 and 1200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 900) & (df['Approved_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is less than 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Approved Amount is from 1200 to 1500.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1200) & (df['Approved_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Show records where Approved Amount lies between 700 and 900.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 700) & (df['Approved_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Approved Amount is from 100 to 200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 100) & (df['Approved_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount less than 500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Approved Amount is from 900 to 1200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 900) & (df['Approved_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is between 400 and 600.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 400) & (df['Deduction_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is between 700 and 900.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 700) & (df['Claim_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Show records where Approved Amount lies between 500 and 700.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 500) & (df['Approved_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "List all Approved Amount amounts below 2000.",
    "pandas_code": "mask = df['Approved_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Deduction Amount is from 1500 to 2000.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1500) & (df['Deduction_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Approved Amount amount ranges between 500 and 700.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 500) & (df['Approved_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is less than 300.",
    "pandas_code": "mask = df['Approved_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Deduction Amount amount ranges between 1500 and 2000.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1500) & (df['Deduction_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount in range 1500-2000.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1500) & (df['Approved_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount in range 200-400.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 200) & (df['Approved_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount less than 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "List claims where Claim Amount is greater than 1500.",
    "pandas_code": "mask = df['Claim_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount less than 2000.",
    "pandas_code": "mask = df['Claim_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "List claims where Deduction Amount is greater than 500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Claim Amount between 200 and 400.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 200) & (df['Claim_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount in range 1500-2000.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1500) & (df['Deduction_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is below 1500.",
    "pandas_code": "mask = df['Approved_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Deduction Amount is from 900 to 1200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 900) & (df['Deduction_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Approved Amount does not exceed 700.",
    "pandas_code": "mask = df['Approved_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is between 1200 and 1500.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1200) & (df['Approved_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "List claims where Claim Amount is greater than 700.",
    "pandas_code": "mask = df['Claim_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Claim Amount between 1200 and 1500.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1200) & (df['Claim_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is between 200 and 400.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 200) & (df['Approved_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Claim Amount amount ranges between 500 and 700.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 500) & (df['Claim_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Approved Amount does not exceed 300.",
    "pandas_code": "mask = df['Approved_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is between 900 and 1200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 900) & (df['Approved_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Claim Amount values between 500 and 700.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 500) & (df['Claim_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Approved Amount values between 700 and 900.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 700) & (df['Approved_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Claim Amount amount ranges between 1200 and 1500.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1200) & (df['Claim_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "List claims where Claim Amount is greater than 2000.",
    "pandas_code": "mask = df['Claim_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount in range 900-1200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 900) & (df['Deduction_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount between 900 and 1200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 900) & (df['Deduction_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount exceeds 500.",
    "pandas_code": "mask = df['Approved_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount above 1500?",
    "pandas_code": "mask = df['Deduction_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Claim Amount between 1500 and 2000.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1500) & (df['Claim_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is between 400 and 600.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 400) & (df['Claim_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Deduction Amount is over 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount above 1500?",
    "pandas_code": "mask = df['Claim_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount above 700?",
    "pandas_code": "mask = df['Approved_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount < 1000.",
    "pandas_code": "mask = df['Claim_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount above 2000?",
    "pandas_code": "mask = df['Claim_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount in range 100-200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 100) & (df['Deduction_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Approved Amount does not exceed 1500.",
    "pandas_code": "mask = df['Approved_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount above 300?",
    "pandas_code": "mask = df['Claim_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount under 2000.",
    "pandas_code": "mask = df['Approved_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is more than 1000.",
    "pandas_code": "mask = df['Approved_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount less than 1500?",
    "pandas_code": "mask = df['Deduction_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount greater than 1500.",
    "pandas_code": "mask = df['Approved_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount above 1500.",
    "pandas_code": "mask = df['Approved_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount above 700?",
    "pandas_code": "mask = df['Claim_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Approved Amount values between 1500 and 2000.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1500) & (df['Approved_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount exceeds 500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount less than 300.",
    "pandas_code": "mask = df['Approved_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount less than 500.",
    "pandas_code": "mask = df['Claim_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount between 400 and 600.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 400) & (df['Deduction_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount exceeds 300.",
    "pandas_code": "mask = df['Approved_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Deduction Amount is over 500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Deduction Amount amount ranges between 400 and 600.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 400) & (df['Deduction_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount between 400 and 600.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 400) & (df['Claim_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount between 900 and 1200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 900) & (df['Approved_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount greater than 300.",
    "pandas_code": "mask = df['Approved_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount greater than 500.",
    "pandas_code": "mask = df['Claim_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount between 900 and 1200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 900) & (df['Claim_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount > 700.",
    "pandas_code": "mask = df['Claim_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount under 300.",
    "pandas_code": "mask = df['Claim_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is below 2000.",
    "pandas_code": "mask = df['Claim_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Approved Amount between 1500 and 2000.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1500) & (df['Approved_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Deduction Amount is over 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Deduction Amount amount ranges between 900 and 1200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 900) & (df['Deduction_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount less than 700?",
    "pandas_code": "mask = df['Claim_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount between 700 and 900.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 700) & (df['Approved_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount above 1000?",
    "pandas_code": "mask = df['Deduction_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is more than 300.",
    "pandas_code": "mask = df['Deduction_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount less than 700.",
    "pandas_code": "mask = df['Deduction_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "List all Claim Amount amounts below 300.",
    "pandas_code": "mask = df['Claim_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount between 100 and 200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 100) & (df['Claim_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Deduction Amount between 400 and 600.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 400) & (df['Deduction_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount greater than 1000.",
    "pandas_code": "mask = df['Approved_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount above 500?",
    "pandas_code": "mask = df['Approved_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Deduction Amount values between 1500 and 2000.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1500) & (df['Deduction_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount less than 500.",
    "pandas_code": "mask = df['Approved_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount in range 1200-1500.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1200) & (df['Approved_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Deduction Amount between 500 and 700.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 500) & (df['Deduction_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Deduction Amount does not exceed 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Approved Amount amount ranges between 100 and 200.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 100) & (df['Approved_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is more than 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "List all Deduction Amount amounts below 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Approved Amount is more than 700.",
    "pandas_code": "mask = df['Approved_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Show records where Claim Amount lies between 200 and 400.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 200) & (df['Claim_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is below 500.",
    "pandas_code": "mask = df['Claim_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount less than 300.",
    "pandas_code": "mask = df['Deduction_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Show records where Approved Amount lies between 400 and 600.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 400) & (df['Approved_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Claim Amount between 100 and 200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 100) & (df['Claim_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Approved Amount values between 200 and 400.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 200) & (df['Approved_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Show records where Claim Amount lies between 1500 and 2000.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1500) & (df['Claim_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount > 2000.",
    "pandas_code": "mask = df['Approved_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Claim Amount between 400 and 600.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 400) & (df['Claim_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is between 1500 and 2000.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1500) & (df['Claim_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Show all data entries where Claim Amount is from 500 to 700.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 500) & (df['Claim_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "List claims where Approved Amount is greater than 2000.",
    "pandas_code": "mask = df['Approved_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount above 500?",
    "pandas_code": "mask = df['Deduction_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Deduction Amount is over 300.",
    "pandas_code": "mask = df['Deduction_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Deduction Amount is over 700.",
    "pandas_code": "mask = df['Deduction_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Claim Amount values between 1500 and 2000.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1500) & (df['Claim_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount in range 700-900.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 700) & (df['Approved_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Claim Amount is over 1500.",
    "pandas_code": "mask = df['Claim_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "List all Approved Amount amounts below 300.",
    "pandas_code": "mask = df['Approved_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount between 400 and 600.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 400) & (df['Approved_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount under 500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Deduction Amount is over 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount in range 1200-1500.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1200) & (df['Deduction_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount under 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount under 300.",
    "pandas_code": "mask = df['Deduction_Amount'] < 300\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount above 700?",
    "pandas_code": "mask = df['Deduction_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is less than 700.",
    "pandas_code": "mask = df['Deduction_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Show data where Deduction Amount > 1000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is below 700.",
    "pandas_code": "mask = df['Claim_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Deduction Amount values between 500 and 700.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 500) & (df['Deduction_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Claim Amount is over 300.",
    "pandas_code": "mask = df['Claim_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "List claims where Deduction Amount is greater than 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "List claims where Approved Amount is greater than 1500.",
    "pandas_code": "mask = df['Approved_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount < 700.",
    "pandas_code": "mask = df['Approved_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is between 100 and 200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 100) & (df['Claim_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount above 300.",
    "pandas_code": "mask = df['Approved_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Show records where Deduction Amount lies between 200 and 400.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 200) & (df['Deduction_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount above 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount in range 900-1200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 900) & (df['Claim_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount between 1200 and 1500.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1200) & (df['Approved_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount less than 1500.",
    "pandas_code": "mask = df['Claim_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount above 1000?",
    "pandas_code": "mask = df['Approved_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Deduction Amount between 200 and 400.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 200) & (df['Deduction_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount between 1500 and 2000.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1500) & (df['Claim_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount < 500.",
    "pandas_code": "mask = df['Claim_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount < 500.",
    "pandas_code": "mask = df['Approved_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount between 200 and 400.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 200) & (df['Claim_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount between 1200 and 1500.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1200) & (df['Claim_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Deduction Amount in range 200-400.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 200) & (df['Deduction_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount exceeds 2000.",
    "pandas_code": "mask = df['Claim_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount exceeds 1500.",
    "pandas_code": "mask = df['Claim_Amount'] > 1500\nresult = df[mask]"
  },
  {
    "Query": "Show records where Deduction Amount lies between 400 and 600.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 400) & (df['Deduction_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Deduction Amount does not exceed 500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "List all records where Approved Amount is below 700.",
    "pandas_code": "mask = df['Approved_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is between 1200 and 1500.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 1200) & (df['Claim_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Claim Amount amount ranges between 100 and 200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 100) & (df['Claim_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount less than 1500?",
    "pandas_code": "mask = df['Approved_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show data where Claim Amount < 1500.",
    "pandas_code": "mask = df['Claim_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Approved Amount values between 500 and 700.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 500) & (df['Approved_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount above 2000?",
    "pandas_code": "mask = df['Deduction_Amount'] > 2000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount above 1000.",
    "pandas_code": "mask = df['Claim_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Deduction Amount values between 1200 and 1500.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1200) & (df['Deduction_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount less than 1000?",
    "pandas_code": "mask = df['Claim_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount > 700.",
    "pandas_code": "mask = df['Approved_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Approved Amount under 500.",
    "pandas_code": "mask = df['Approved_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Deduction Amount values between 400 and 600.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 400) & (df['Deduction_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount under 500.",
    "pandas_code": "mask = df['Claim_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "List claims where Claim Amount is greater than 500.",
    "pandas_code": "mask = df['Claim_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Claim Amount is over 1000.",
    "pandas_code": "mask = df['Claim_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount above 500.",
    "pandas_code": "mask = df['Claim_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "List claims where Approved Amount is greater than 700.",
    "pandas_code": "mask = df['Approved_Amount'] > 700\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is between 100 and 200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 100) & (df['Deduction_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "List all records where Deduction Amount is below 700.",
    "pandas_code": "mask = df['Deduction_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "List all records where Claim Amount is between 200 and 400.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 200) & (df['Claim_Amount'] <= 400)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Deduction Amount between 100 and 200.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 100) & (df['Deduction_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Claim Amount is over 500.",
    "pandas_code": "mask = df['Claim_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Deduction Amount less than 2000?",
    "pandas_code": "mask = df['Deduction_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Show data where Approved Amount < 2000.",
    "pandas_code": "mask = df['Approved_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all Claim Amount values between 400 and 600.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 400) & (df['Claim_Amount'] <= 600)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount less than 1500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 1500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Approved Amount between 500 and 700.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 500) & (df['Approved_Amount'] <= 700)\nresult = df[mask]"
  },
  {
    "Query": "List claims where Claim Amount is greater than 1000.",
    "pandas_code": "mask = df['Claim_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "List all Deduction Amount amounts below 500.",
    "pandas_code": "mask = df['Deduction_Amount'] < 500\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Deduction Amount between 700 and 900.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 700) & (df['Deduction_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount less than 2000.",
    "pandas_code": "mask = df['Deduction_Amount'] < 2000\nresult = df[mask]"
  },
  {
    "Query": "Retrieve all claims where Claim Amount does not exceed 700.",
    "pandas_code": "mask = df['Claim_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "Show records where Claim Amount lies between 900 and 1200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 900) & (df['Claim_Amount'] <= 1200)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount in range 700-900.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 700) & (df['Claim_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Get claims whose Approved Amount is over 300.",
    "pandas_code": "mask = df['Approved_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "List every claim where Approved Amount amount ranges between 1200 and 1500.",
    "pandas_code": "mask = (df['Approved_Amount'] >= 1200) & (df['Approved_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Count claims where Deduction Amount is more than 500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Show records where Claim Amount lies between 100 and 200.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 100) & (df['Claim_Amount'] <= 200)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Deduction Amount between 1200 and 1500.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1200) & (df['Deduction_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "Display all claims having Claim Amount under 1000.",
    "pandas_code": "mask = df['Claim_Amount'] < 1000\nresult = df[mask]"
  },
  {
    "Query": "Show records where Deduction Amount lies between 1500 and 2000.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1500) & (df['Deduction_Amount'] <= 2000)\nresult = df[mask]"
  },
  {
    "Query": "Get claims having Claim Amount between 700 and 900.",
    "pandas_code": "mask = (df['Claim_Amount'] >= 700) & (df['Claim_Amount'] <= 900)\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount between 1200 and 1500.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1200) & (df['Deduction_Amount'] <= 1500)\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Claim Amount above 1000?",
    "pandas_code": "mask = df['Claim_Amount'] > 1000\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Deduction Amount greater than 500.",
    "pandas_code": "mask = df['Deduction_Amount'] > 500\nresult = df[mask]"
  },
  {
    "Query": "Show all claims with Claim Amount less than 700.",
    "pandas_code": "mask = df['Claim_Amount'] < 700\nresult = df[mask]"
  },
  {
    "Query": "How many claims have Approved Amount above 300?",
    "pandas_code": "mask = df['Approved_Amount'] > 300\nresult = df[mask]"
  },
  {
    "Query": "Show records where Deduction Amount lies between 1200 and 1500.",
    "pandas_code": "mask = (df['Deduction_Amount'] >= 1200) & (df['Deduction_Amount'] <= 1500)\nresult = df[mask]"
  }
]