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SCHEDULE II - VALUATION AND QUALIFYING ACCOUNTS
12 Months Ended
Dec. 31, 2023
SEC Schedule, 12-09, Valuation and Qualifying Accounts [Abstract]  
Schedule II - Valuation and Qualifying Accounts
SCHEDULE II—VALUATION AND QUALIFYING ACCOUNTS
For the Years Ended December 31, 2023, 2022 and 2021
 
Additions
DescriptionBalance at Beginning of Period 
Charged to Costs and Expenses
Charged to Other Accounts
Deductions from Reserves Balance at End of Period 
In thousands of dollars
For the year ended December 31, 2023
Allowances deducted from assets
Accounts receivable—trade, net (a)$26,001 $248,022 $— $(242,360)$31,663 
Valuation allowance on net deferred taxes (b)137,531 6,927 — (30,309)114,149 
Inventory obsolescence reserve (c)29,354 73,687 — (61,202)41,839 
Total allowances deducted from assets$192,886 $328,636 $— $(333,871)$187,651 
For the year ended December 31, 2022
Allowances deducted from assets
Accounts receivable—trade, net (a)$28,837 $228,463 $— $(231,299)$26,001 
Valuation allowance on net deferred taxes (b)184,896 9,578 — (56,943)137,531 
Inventory obsolescence reserve (c)19,472 44,497 — (34,615)29,354 
Total allowances deducted from assets$233,205 $282,538 $— $(322,857)$192,886 
For the year ended December 31, 2021
Allowances deducted from assets
Accounts receivable—trade, net (a)$24,975 $198,608 $— $(194,746)$28,837 
Valuation allowance on net deferred taxes (b)193,310 9,759 — (18,173)184,896 
Inventory obsolescence reserve (c)17,703 27,657 — (25,888)19,472 
Total allowances deducted from assets$235,988 $236,024 $— $(238,807)$233,205 

(a) Includes allowances for doubtful accounts, anticipated discounts and write-offs of uncollectible accounts receivable.
(b) Includes adjustments to the valuation allowance for deferred tax assets that we do not expect to realize, as well as the release of valuation allowances.
(c) Includes adjustments to the inventory reserve, transfers, disposals and write-offs of obsolete inventory.