Here is the data data = [
    {
        'id': 1, 'addressline1': '101 Maple St', 'addressline2': 'Suite 1', 'county': 'North', 'city': 'Springfield', 'state': 'IL', 'zip': '62701',
        'office_addressline1': '101 Maple St', 'office_addressline2': 'Suite 1', 'office_county': 'North', 'office_city': 'Springfield', 'office_state': 'IL', 'office_zip': '62701'
    },
    {
        'id': 2, 'addressline1': '202 Oak Ave', 'addressline2': 'Floor 2', 'county': 'East', 'city': 'Rivertown', 'state': 'TX', 'zip': '77001',
        'office_addressline1': '202 Oak Ave', 'office_addressline2': 'Floor 2', 'office_county': 'East', 'office_city': 'Rivertown', 'office_state': 'TX', 'office_zip': '77001'
    },
    {
        'id': 3, 'addressline1': '303 Pine Rd', 'addressline2': 'Apt 3B', 'county': 'West', 'city': 'Lakeview', 'state': 'CA', 'zip': '90001',
        'office_addressline1': '303 Pine Rd', 'office_addressline2': 'Apt 3B', 'office_county': 'West', 'office_city': 'Lakeview', 'office_state': 'CA', 'office_zip': '90001'
    },
    {
        'id': 4, 'addressline1': '404 Cedar Blvd', 'addressline2': 'Unit 4', 'county': 'South', 'city': 'Hilltop', 'state': 'FL', 'zip': '33101',
        'office_addressline1': '404 Cedar Blvd', 'office_addressline2': 'Unit 4', 'office_county': 'South', 'office_city': 'Hilltop', 'office_state': 'FL', 'office_zip': '33101'
    },
    {
        'id': 5, 'addressline1': '505 Birch Ln', 'addressline2': 'Ste 5', 'county': 'Central', 'city': 'Greenfield', 'state': 'OH', 'zip': '43001',
        'office_addressline1': '505 Birch Ln', 'office_addressline2': 'Ste 5', 'office_county': 'Central', 'office_city': 'Greenfield', 'office_state': 'OH', 'office_zip': '43001'
    },
    {
        'id': 6, 'addressline1': '606 Elm St', 'addressline2': 'Room 6', 'county': 'North', 'city': 'Brookside', 'state': 'NY', 'zip': '10002',
        'office_addressline1': '606 Elm St', 'office_addressline2': 'Room 6', 'office_county': 'North', 'office_city': 'Brookside', 'office_state': 'NY', 'office_zip': '10002'
    },
    {
        'id': 7, 'addressline1': '707 Walnut Ave', 'addressline2': 'Apt 7A', 'county': 'East', 'city': 'Riverbend', 'state': 'PA', 'zip': '19101',
        'office_addressline1': '707 Walnut Ave', 'office_addressline2': 'Apt 7A', 'office_county': 'East', 'office_city': 'Riverbend', 'office_state': 'PA', 'office_zip': '19101'
    },
    {
        'id': 8, 'addressline1': '808 Chestnut Dr', 'addressline2': 'Suite 8', 'county': 'West', 'city': 'Mountainview', 'state': 'CO', 'zip': '80001',
        'office_addressline1': '808 Chestnut Dr', 'office_addressline2': 'Suite 8', 'office_county': 'West', 'office_city': 'Mountainview', 'office_state': 'CO', 'office_zip': '80001'
    },
    {
        'id': 9, 'addressline1': '909 Poplar Ct', 'addressline2': 'Unit 9', 'county': 'South', 'city': 'Valleytown', 'state': 'GA', 'zip': '30301',
        'office_addressline1': '909 Poplar Ct', 'office_addressline2': 'Unit 9', 'office_county': 'South', 'office_city': 'Valleytown', 'office_state': 'GA', 'office_zip': '30301'
    },
    {
        'id': 10, 'addressline1': '1001 Willow Way', 'addressline2': 'Floor 10', 'county': 'Central', 'city': 'Plainfield', 'state': 'MI', 'zip': '43001',
        'office_addressline1': '1001 Willow Way', 'office_addressline2': 'Floor 10', 'office_county': 'Central', 'office_city': 'Plainfield', 'office_state': 'MI', 'office_zip': '49001'
    }
] give a python code to identify anomaly use isolation forest or Auto encode method