sophisticated machine learning. JEL Classification: C45, G34, M14 Keywords: corporate culture, board gender diversity, female directors, corporate governance, machine learning, textual analysis, agency theory 2

profit are the followings: 1. Underwriting expense has risen by THB 78.74 million (19.83 %). However, this follows an increase in gross premiums written (sales) of THB 116.18 million (25.6%). Whereas sales

(27,835) - (27,835) 100 Gross Profit 48,521 32,045 16,476 192 Other Income 5,417 2,724 2,693 99 Profit before Expense 53,938 34,769 19,169 55.13 Sale Expense (5,681) (3,186) (2,495) 78.31 Administrative

promotional expense of beverage business. Administrative Expenses Administrative expenses of Q3’2018 was Baht 514 million, decreased by Baht 16 million or 3.0% from Q3’2017, mainly from reduction of personal

2,097.62 1,600.35 Selling & Administrative Expense 127.83 116.99 Finance Costs 24.24 22.96 Net Profit 101.40 (18.95) Earnings per share (Baht) 0.25 (0.047) The company will explain the cause of change as

1,947.37 2,097.62 Selling & Administrative Expense 120.12 127.83 Finance Costs 20.98 24.24 Net Profit 9.12 101.40 Earnings per share (Baht) 0.02 0.25 The company will explain the cause of change as follow: 1

-37.78% Total Income 936.78 100.00% 537.52 100.0% 399.26 74.28% Expense Cost of sales 746.55 79.69% 326.94 60.8% 419.61 128.34% Selling expenses 51.52 5.50% 57.61 10.7% -6.09 -10.57% Administrative

3,419 771 23% Cost of Sales and Service -3,537 -2,766 771 28% -3,170 -2,618 552 21% Gross Profit 1,194 947 247 26% 1,020 801 219 27% Other Income 65 26 39 153% 92 53 39 72% Selling Expense -328 -297 31 11

Distribution Expense 43.96 50.47 Administrative Expense 59.52 60.31 Finance Costs 20.08 27.51 Net Profit 161.28 (12.84) Earnings per share (Baht) 0.403 (0.032) The comparison between Third Quarter of 2020 and

1,820.49 Distribution Expense 63.21 50.30 Administrative Expense 59.70 73.65 Finance Costs 21.95 24.29 Net Profit 271.25 32.34 Earnings per share (Baht) 0.679 0.081 The comparison between Second Quarter of