The decrease is mainly attributable to a higher recognition of previously unrecognized tax attributes and temporary differences in 2022. Income before taxes decreased from $16,700,000 for the Q4 of 2022 to $12,400,000 for the same period in 2023, mainly due to lower adjusted EBITDA. For the full year 2023, net income totaled 47,400,000 On our workforce, as of December 31, it decreased to 627 employees compared to 629 at the same date year sales force headcount increased by 15, while all other headcount decreased by 17. On the plan of arrangement, as David mentioned, during the Q4, we completed the previously announced plan of arrangement, whereby the company repurchased from shareholders pro rata an aggregate of 4,440,497 common shares, including 207,717 shares held by trustee at a purchase price of $11.26 per share for a total of 50 $500,000 including $500,000 of transaction costs. The $50,500,000 cash outlay was reduced by $2,300,000 for the cancellation of 2 17 207, 717 of YP's shares held by the trustee for a net cash outlay of 48,200,000 Also pursuant to the plan of arrangement, the company advanced $12,000,000 of voluntary incremental cash contribution to the pension plans wind up deficit during the Q4.