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Leases | 12 Months Ended
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Dec. 31, 2019
Commitments and Contingencies Disclosure [Abstract] |
Leases of Lessee Disclosure | Note 16. Leases Operating lease expense was as follows:
Lease Type |  | Classification |  | For the year ended December 31, 2019 |  |  |  |
Parking leases |  | Compensation and benefits |  | $ | 519 |  |  |  |  |
Office leases (1) |  | Occupancy |  | 15,931 |  |  |  |  |
Variable lease cost (2) |  | Occupancy |  | 118 |  |  |  |  |
Short-term lease cost (2) |  | Occupancy |  | 369 |  |  |  |  |
Sublease income |  | Occupancy |  | (286) |  |  |  |  |
Office equipment leases |  | Communication and technology |  |  | 305 |  |  |  |  |
Total operating lease expense |  |  |  | $ | 16,956 |  |  |  |  |
(1) Office lease expense includes a $1.5 million charge related to the abandonment of a leased office space during the year ended December 31, 2019, as discussed below. |  |  |  |  |  |  |  |
(2) Variable and short-term lease costs are excluded from the measurement of operating lease liabilities. |  |  |  |  |  |  |  |
During the year ended December 31, 2019, the Company recognized an asset impairment loss of $2.1 million related to the abandonment of a leased office location. The loss is recorded in occupancy expense based on the present value of expected future cash flows and consists of a $1.5 million lease asset impairment and a $0.6 million property impairment. Operating lease expense was $13.9 million and $10.5 million for the years ended December 31, 2018 and 2017, respectively, under ASC Topic 840. The table below presents the maturity of operating lease liabilities:
| As of December 31, 2019
2020 | $ | 16,483 |
2021 | 16,378 |
2022 | 14,949 |
2023 | 13,416 |
2024 | 13,111 |
Thereafter | 47,839 |
Total undiscounted lease payments | 122,176 |
Adjustment to discount to present value | (21,022) |
Operating lease liabilities | $ | 101,154 |
As of December 31, 2019, there were not any leases that were signed but not yet commenced, and none of the options to extend lease terms were reasonably certain of being exercised. Other information related to leases was as follows:
| For the Year Ended December 31, 2019
Weighted average discount rate | 4.7 | %
Weighted average remaining lease term | 8.1 years
Operating cash flows for operating leases | 14,183 |

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- Definition The entire disclosure for lessee entity's leasing arrangements including, but not limited to, all of the following: (a.) The basis on which contingent rental payments are determined, (b.) The existence and terms of renewal or purchase options and escalation clauses, (c.) Restrictions imposed by lease agreements, such as those concerning dividends, additional debt, and further leasing. + References Reference 1: http://fasb.org/us-gaap/role/ref/otherTransitionRef -Publisher FASB -Name Accounting Standards Codification -Topic 840 -URI http://asc.fasb.org/topic&trid=2208923 + Details
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