X: 1.4869, Y: 13.1371, P: involve negligence, cluster19


X: 2.7401, Y: 14.3153, P: ordered to suspend duty, cluster45


X: -5.6996, Y: 11.9778, P: promote sustainable growth, cluster52


X: 1.0231, Y: 3.5556, P: committed fraud, cluster42


X: 8.5204, Y: 11.3158, P: update liquidation period, cluster28


X: 7.2231, Y: 4.3508, P: involve ipo fraud, cluster38


X: 7.1932, Y: 4.4736, P: assist ipo fraud, cluster38


X: -1.6585, Y: 11.2833, P: propose to revise regulations, cluster5


X: -1.9791, Y: 11.617, P: update rule, cluster5


X: -4.3644, Y: 9.8597, P: allow mutual fund investment in same amc, cluster17


X: -4.0051, Y: 10.0655, P: fund research, cluster17


X: 5.4443, Y: 2.6822, P: allow outsourcing, cluster81


X: 3.0923, Y: 14.8394, P: order suspension of financial advisor, cluster45


X: 2.7427, Y: 14.3036, P: order suspension of compliance officer, cluster45


X: -3.1971, Y: 10.0851, P: fail to perform duties as financial advisor, cluster17


X: -0.6773, Y: 12.6444, P: publish document, cluster8


X: -1.9361, Y: 10.714, P: propose to update approval criteria for personnel in capital market business, cluster61


X: -1.7847, Y: 12.6084, P: publish draft announcements about advertisement, cluster40


X: -1.0687, Y: 13.8396, P: disseminate false information, cluster26


X: -2.9196, Y: 13.7445, P: support insider trading, cluster43


X: 2.7483, Y: 14.2655, P: order to suspend, cluster45


X: -0.079, Y: -2.4102, P: declare interim dividend, cluster77


X: -1.125, Y: 12.6662, P: ask for clarification, cluster-1


X: -4.753, Y: 6.3379, P: approve share repurchase, cluster35


X: -5.0095, Y: 6.0214, P: issue shares, cluster35


X: -2.7742, Y: 8.1036, P: related party transaction, cluster7


X: -4.3172, Y: 9.9539, P: propose amendment mutual fund investment limitation, cluster17


X: -2.2129, Y: 7.6286, P: can be exempted if conditions met, cluster39


X: -4.226, Y: 9.9724, P: can only hold up to 1/3 of mutual fund units, cluster17


X: 8.8244, Y: 10.75, P: amended taxation rules for debt investment through mutual funds, cluster28


X: -2.0251, Y: 12.0985, P: published consultation paper on proposed amendments, cluster40


X: 5.003, Y: 13.6377, P: can provide feedback on consultation paper, cluster64


X: -1.7058, Y: 12.2275, P: update announcement, cluster40


X: -1.097, Y: 12.3167, P: release data, cluster8


X: 0.6605, Y: 4.9081, P: invest in digital asset, cluster42


X: 0.6601, Y: 4.9173, P: invest in digital asset related business, cluster42


X: 0.6602, Y: 4.929, P: implement internal control digital asset, cluster42


X: 0.6751, Y: 4.8766, P: segregation of duty digital asset, cluster42


X: 0.6312, Y: 4.9404, P: store digital asset custodian, cluster42


X: 0.6624, Y: 4.9115, P: monitor digital asset, cluster42


X: 0.6603, Y: 4.9151, P: review internal control digital asset, cluster42


X: 5.603, Y: 10.208, P: make speech, cluster-1


X: -4.1579, Y: 9.9215, P: fund management, cluster17


X: -4.1863, Y: 9.9869, P: fund management improvement, cluster17


X: -0.81, Y: 10.6383, P: propose to improve, cluster-1


X: 1.5986, Y: 10.1468, P: have characteristic, cluster0


X: -0.77, Y: 10.654, P: have concept to improve, cluster-1


X: -2.4885, Y: 12.8078, P: can provide feedback at, cluster40


X: -2.4852, Y: 12.799, P: can provide feedback by, cluster40


X: -3.1395, Y: 10.2653, P: involve misconduct investment advice, cluster-1


X: 1.3406, Y: 13.8197, P: define crime, cluster19


X: 1.8257, Y: 5.1219, P: allow business license, cluster60


X: -5.1624, Y: 10.1896, P: require capital, cluster-1


X: -1.1633, Y: 13.1524, P: ordered to disclose information, cluster26


X: -1.7064, Y: 8.8933, P: made tender offer, cluster25


X: -3.3028, Y: 10.1033, P: has financial advisor, cluster17


X: -5.2026, Y: 10.4283, P: release sustainable capital market, cluster-1


X: 3.8441, Y: 18.2001, P: release ESG investment, cluster70


X: 0.6773, Y: 4.8995, P: release digital asset, cluster42


X: -1.5429, Y: 7.8298, P: encourage company report, cluster39


X: -1.5603, Y: 7.837, P: provide company report, cluster39


X: -3.6861, Y: 5.5417, P: support stock price manipulation, cluster-1


X: -0.3631, Y: 13.3165, P: forge signature, cluster-1


X: 2.855, Y: 8.7389, P: withdrawal without consent, cluster-1


X: -2.7824, Y: 10.8047, P: revoked investment advisor license, cluster61


X: -3.7918, Y: 10.0462, P: support seed funding, cluster17


X: -3.0058, Y: 8.2225, P: discuss about trading, cluster7


X: -6.0025, Y: 11.2719, P: join in SMEs Startup PE VC, cluster52


X: 3.886, Y: 13.8967, P: adjust crypto advertising guidelines, cluster51


X: 5.2063, Y: 12.2727, P: sign MOU about ESG disclosure, cluster41


X: 0.9669, Y: 12.4163, P: conduct project, cluster21


X: -2.7652, Y: 8.1851, P: adjust criteria related transactions, cluster7


X: 1.4335, Y: 10.3648, P: disseminate, cluster0


X: -0.7581, Y: 8.4529, P: distribute, cluster2


X: 1.5177, Y: 13.6024, P: punish unqualified behavior, cluster19


X: 1.6234, Y: 13.1243, P: unqualified behavior, cluster19


X: -3.5897, Y: 8.4546, P: unlicensed securities offering, cluster31


X: 1.3904, Y: 13.1667, P: involve misconduct assets, cluster19


X: 1.1896, Y: 13.2345, P: report violation, cluster19


X: 5.3662, Y: 13.0961, P: offer public hearing for draft, cluster64


X: -4.158, Y: 10.1015, P: adjust fund requirement, cluster17


X: 5.5599, Y: 9.1529, P: host conference with, cluster20


X: 5.5525, Y: 9.1651, P: host conference on, cluster20


X: 4.3614, Y: 9.7456, P: invite participant from, cluster-1


X: 5.1927, Y: 9.4769, P: discuss topic at conference, cluster20


X: 1.0906, Y: 8.4011, P: initiates, cluster3


X: 5.5787, Y: 10.1675, P: gives speech at, cluster-1


X: 4.8078, Y: 7.3062, P: is secretary-general, cluster36


X: 8.2877, Y: 11.1952, P: extend liquidity loan for REIT, cluster28


X: -1.9795, Y: 13.9241, P: require disclosure of liquidity loan, cluster26


X: 3.618, Y: 13.1687, P: assess risk, cluster51


X: -1.0058, Y: 7.7897, P: monitor industry development, cluster9


X: 0.8899, Y: 7.2885, P: drive implementation of, cluster29


X: 2.7079, Y: 14.0874, P: cancel requirement, cluster45


X: -0.2944, Y: 12.7124, P: submit document electronically, cluster8


X: -2.9411, Y: 13.7547, P: did not prevent insider trading, cluster43


X: 2.7205, Y: 14.3164, P: suspended license, cluster45


X: 7.3441, Y: 4.2119, P: announce draft IPO regulation, cluster38


X: 7.3307, Y: 4.1125, P: reduce IPO reporting period, cluster38


X: 7.3385, Y: 4.191, P: open consultation on IPO regulation, cluster38


X: 7.1542, Y: 13.1559, P: redefine benefactor, cluster90


X: 7.2612, Y: 4.1665, P: limit related person IPO allocation, cluster38


X: 7.3719, Y: 4.1512, P: assign responsibility to board for IPO allocation, cluster38


X: -0.9775, Y: 11.6742, P: require permission for selling utility token from, cluster5


X: -0.8726, Y: 11.664, P: require permission for listing utility token from, cluster5


X: 0.5686, Y: 4.0282, P: warn people about investment scam, cluster42


X: -2.9379, Y: 8.7277, P: used investor account for personal trading, cluster-1


X: -2.333, Y: 12.1797, P: publish draft notice, cluster40


X: -7.1755, Y: 12.4366, P: collaborate on greenhouse gas reduction, cluster65


X: -7.1785, Y: 12.4353, P: promote greenhouse gas reduction, cluster65


X: -5.7341, Y: 12.0056, P: support sustainable growth, cluster52


X: 3.0191, Y: 12.7634, P: manage privacy protection, cluster44


X: -4.9788, Y: 7.3953, P: has shareholder, cluster27


X: -3.4505, Y: 7.2169, P: evaluate land, cluster12


X: 1.7092, Y: 12.5058, P: lack qualification to be officer or director, cluster21


X: 2.725, Y: 14.2829, P: imposes suspension, cluster45


X: -1.138, Y: 9.9493, P: issue CG Code, cluster47


X: -3.1866, Y: 10.2376, P: involved misconduct as investment advisor, cluster-1


X: -3.2268, Y: 8.4051, P: unsuit trading, cluster7


X: 6.41, Y: 7.6153, P: establish office in thailand in, cluster48


X: 6.4517, Y: 7.589, P: form Thailand Responsible Business Network: TRBN with, cluster48


X: 0.8129, Y: 8.1035, P: launch project, cluster14


X: -1.0445, Y: 7.4946, P: can engage in other business, cluster9


X: 1.8462, Y: 5.163, P: has to get permission before engaging in other business, cluster60


X: -4.6476, Y: 6.2416, P: agree to buy shares, cluster35


X: -4.6293, Y: 6.3752, P: will buy all shares, cluster35


X: -4.4247, Y: 5.8148, P: price of all shares, cluster35


X: -3.4867, Y: 5.2166, P: fair value of all shares, cluster-1


X: -5.1153, Y: 5.8489, P: hold some shares of, cluster35


X: -3.2247, Y: 10.1366, P: failed to perform duties as financial advisor, cluster17


X: 1.4057, Y: 12.4745, P: failed to perform duties as supervisor, cluster21


X: -2.7426, Y: 12.9802, P: request comment on, cluster43


X: -2.9593, Y: 8.2668, P: assist person involved inside trading, cluster7


X: -1.7008, Y: 11.3366, P: amend regulation, cluster5


X: -5.0016, Y: 6.0108, P: must disclose shareholding above 1 3, cluster35


X: -4.1693, Y: 9.9635, P: can be banned from expanding fund management business, cluster17


X: -0.0741, Y: -2.3944, P: cannot count votes and pay dividends, cluster77


X: 2.7425, Y: 12.7824, P: aims to prevent, cluster44


X: -0.2188, Y: 10.7322, P: have principle, cluster1


X: -2.7697, Y: 13.0029, P: receiving comment, cluster43


X: 3.5303, Y: 10.1366, P: has working group, cluster34


X: -1.7664, Y: 11.6841, P: update guidelines, cluster5


X: -1.4347, Y: 8.4662, P: can appoint global custodian, cluster25


X: 4.5479, Y: 15.4787, P: have audit system, cluster53


X: 0.1985, Y: 9.9454, P: have management system, cluster1


X: 1.856, Y: 11.9, P: can fulfill duties, cluster24


X: -0.7521, Y: 12.6648, P: publish in government gazette, cluster8


X: -2.5659, Y: 12.8908, P: publish paper for feedback, cluster43


X: -4.9122, Y: 8.9766, P: allow large investors to invest, cluster10


X: -4.8956, Y: 9.0075, P: require large investors to invest through intermediaries, cluster10


X: 1.6465, Y: 11.5423, P: involve false statement, cluster24


X: 1.3805, Y: 13.0289, P: violate conduct of person in capital market business, cluster19


X: -1.8308, Y: 11.1783, P: propose to revise DW issuance and offering rules, cluster5


X: 0.7273, Y: 8.6077, P: mediate dispute, cluster3


X: -4.4175, Y: 8.4846, P: establish investor protection fund, cluster10


X: -4.6179, Y: 8.793, P: increase investor confidence, cluster10


X: -3.5049, Y: 10.5265, P: issue announcement for SRI Fund, cluster-1


X: 6.6182, Y: 7.4895, P: promote ESG in Thai capital markets, cluster48


X: 3.7532, Y: 18.2985, P: disclose ESG information, cluster70


X: -3.6503, Y: 5.66, P: create price of stock PICO, cluster6


X: 0.5691, Y: 13.8521, P: file a lawsuit, cluster19


X: 0.7139, Y: 13.3559, P: request to court to enforce a court order, cluster19


X: -0.5088, Y: 10.8498, P: set standard, cluster4


X: -2.6964, Y: 6.3988, P: disclose fee, cluster6


X: 1.8042, Y: 12.3946, P: not perform duty or provide service with honesty, cluster21


X: 5.0155, Y: 13.6241, P: issued consultation paper, cluster64


X: -3.9335, Y: 10.375, P: propose to update fund prospectus, cluster17


X: -1.8547, Y: 11.1358, P: facilitate issuance of DW, cluster5


X: -1.8646, Y: 11.1148, P: reduce burden of filing for DW, cluster5


X: -4.7078, Y: 9.2449, P: increase investment options for investors, cluster10


X: -4.4984, Y: 8.3956, P: enable risk hedging tools for investors, cluster10


X: -1.3306, Y: 11.1799, P: propose new rule, cluster5


X: -2.0608, Y: 11.7975, P: propose law amendment, cluster40


X: 4.6597, Y: 7.7893, P: is chairperson of, cluster36


X: 3.1181, Y: 9.6197, P: is organizer of, cluster18


X: -2.3059, Y: 9.8035, P: has consultant, cluster47


X: -1.9123, Y: 8.8331, P: fail to disclose true offeror, cluster25


X: -4.4033, Y: 9.5223, P: adjust investment guidelines, cluster17


X: -4.5125, Y: 9.6724, P: invest in fund, cluster17


X: -4.445, Y: 8.9058, P: prohibit circle investment, cluster10


X: 4.4586, Y: 5.9698, P: restrict voting rights, cluster49


X: -4.6222, Y: 8.8052, P: disclose investment information, cluster10


X: -2.7713, Y: 6.434, P: disclose fee information, cluster6


X: 4.463, Y: 5.9619, P: disclose voting rights information, cluster49


X: 1.9207, Y: 13.6609, P: disclose conflict of interest information, cluster19


X: 1.9734, Y: 13.6586, P: implement conflict of interest measures, cluster19


X: 5.4443, Y: 2.6793, P: outsource to, cluster81


X: 0.6101, Y: 8.4972, P: operate project, cluster14


X: 3.7515, Y: 18.3061, P: can disclose ESG data, cluster70


X: 3.7482, Y: 18.312, P: encourage ESG in listed companies, cluster70


X: -4.7711, Y: 9.3952, P: support alternative investment options, cluster10


X: -5.9238, Y: 11.1617, P: provide capital raising guidance for SMEs and startups, cluster52


X: -3.1838, Y: 10.2407, P: violate principle of investment advisor, cluster-1


X: 4.1407, Y: 6.4826, P: organize campaign, cluster49


X: 2.7599, Y: 14.3231, P: ordered to suspend duties, cluster45


X: 1.3187, Y: 12.2611, P: failed to conduct due diligence, cluster21


X: 1.9788, Y: 13.6493, P: failed to manage conflict of interest, cluster19


X: -1.098, Y: 13.4496, P: failed to disclose material information, cluster26


X: 0.9009, Y: 13.3884, P: violated SEC regulations, cluster19


X: -2.6587, Y: 8.0753, P: provide transaction report, cluster7


X: 1.1945, Y: 13.2039, P: has violation, cluster19


X: -4.9773, Y: 9.0028, P: advise to be careful to invest in high PE or cash balance securities, cluster10


X: -4.0695, Y: 9.4058, P: request to monitor and control the performance of investment advisers, cluster17


X: -4.0556, Y: 9.5288, P: monitor and control the performance of investment advisers, cluster17


X: -4.9632, Y: 8.9496, P: invest in high PE or cash balance securities, cluster10


X: -0.6986, Y: 12.6025, P: publish webpage, cluster8


X: 4.2861, Y: 9.157, P: promote event, cluster-1


X: -4.2756, Y: 9.9007, P: allow investment in infrastructure fund, cluster17


X: 5.1852, Y: 12.2229, P: sign MoC for ARFP, cluster41


X: 2.8865, Y: 12.7407, P: offer security no permission, cluster44


X: 4.7334, Y: 15.2613, P: plan to revise accounting standards, cluster53


X: -5.8182, Y: 5.416, P: have position, cluster-1


X: -4.6605, Y: 6.3145, P: approve share repurchase sale exemption, cluster35


X: -1.8989, Y: 14.1412, P: ordered to revise financial statements, cluster26


X: -0.2695, Y: 10.1248, P: promote readiness for, cluster1


X: -2.0077, Y: 11.5034, P: update laws for, cluster5


X: 3.084, Y: 14.8137, P: suspend futures investment advisor, cluster45


X: -2.5091, Y: 9.3452, P: fail to record futures orders, cluster-1


X: 1.2853, Y: 13.673, P: commit repeated offenses, cluster19


X: -3.5737, Y: 5.6095, P: involve market manipulation, cluster6


X: -1.3386, Y: 11.0135, P: adjust regulations, cluster5


X: 3.2584, Y: 9.1318, P: support employers, cluster18


X: 3.8779, Y: 10.3698, P: collaborate with organizations, cluster34


X: -2.757, Y: 6.3692, P: propose adjust annual fee, cluster6


X: 4.4954, Y: 9.5467, P: visit booth, cluster20


X: -5.2321, Y: 10.3219, P: give knowledge about capital market, cluster-1


X: 0.6278, Y: 4.9439, P: give knowledge about digital assets, cluster42


X: -5.191, Y: 10.3169, P: promote entrepreneurs to use capital market, cluster-1


X: -5.0384, Y: 9.1091, P: say chiang mai potential in investment, cluster10


X: -3.8112, Y: 10.7006, P: say chiang mai potential in fundraising, cluster-1


X: 1.9445, Y: 8.6031, P: do activities in 5 provinces, cluster23


X: 4.9384, Y: 9.6013, P: meet and give information to students, cluster20


X: -1.03, Y: 13.8339, P: spread false information, cluster26


X: 3.5921, Y: 8.5149, P: appoint member, cluster-1


X: 3.1198, Y: 10.4299, P: become member, cluster34


X: -3.7773, Y: 10.3417, P: implement paperless fund approval, cluster17


X: -7.2719, Y: 12.4918, P: reduce carbon emissions, cluster65


X: 5.3731, Y: 13.1115, P: release public hearing, cluster64


X: 1.052, Y: 10.8979, P: have problem or obstacle, cluster15


X: 5.3612, Y: 13.0989, P: receive public hearing, cluster64


X: 0.4144, Y: 12.3642, P: improve law, cluster8


X: -3.8582, Y: 10.8506, P: promote as fundraising tool, cluster-1


X: 0.7139, Y: 4.8374, P: discuss risk of digital asset, cluster42


X: 0.691, Y: 4.8891, P: regulate digital asset as payment, cluster42


X: 0.6889, Y: 4.8571, P: issue regulation for digital asset business, cluster42


X: 0.7046, Y: 4.8457, P: prohibit digital asset as payment, cluster42


X: 0.7083, Y: 4.7501, P: notify and punish digital asset business, cluster42


X: 5.3544, Y: 13.1139, P: open public hearing for draft announcement, cluster64


X: 1.5865, Y: 13.1629, P: involve improper behavior, cluster19


X: 1.8456, Y: 12.7394, P: dishonest act, cluster21


X: 7.1963, Y: 11.7581, P: disqualification, cluster95


X: -6.2213, Y: 8.6914, P: support budget for, cluster-1


X: 1.4915, Y: 8.7828, P: target audience, cluster3


X: -3.5233, Y: 7.6398, P: transfer clients to, cluster7


X: -2.3761, Y: 12.5686, P: publish draft announcement for public comment, cluster40


X: -3.9504, Y: 7.9404, P: misconduct against client assets, cluster7


X: 3.5665, Y: 10.1934, P: has member of working group, cluster34


X: 3.5439, Y: 10.1963, P: is member of working group, cluster34


X: 1.1534, Y: 7.8357, P: communicate, cluster-1


X: 1.1448, Y: 8.7559, P: established, cluster3


X: -0.8659, Y: 9.296, P: special agency, cluster2


X: -1.2761, Y: 13.3461, P: propose disclosure update, cluster26


X: 3.0899, Y: 14.832, P: suspend investment adviser, cluster45


X: 1.7504, Y: 12.2755, P: not fulfill duty, cluster21


X: 0.9518, Y: 13.4273, P: violate SEC regulation, cluster19


X: 0.9811, Y: 12.4494, P: conduct study on, cluster21


X: 4.5661, Y: 5.8015, P: ask shareholder to study and vote, cluster49


X: -4.7657, Y: 7.7789, P: request shareholder approval for contract, cluster27


X: 4.7336, Y: 11.5487, P: receive contract from, cluster41


X: -5.0059, Y: 7.3896, P: have shareholder as, cluster27


X: 0.5124, Y: 11.3478, P: receive advice from, cluster15


X: 0.5523, Y: 11.3273, P: advise against, cluster15


X: -1.4942, Y: 11.5321, P: revise contract based on advice from, cluster5


X: 0.5028, Y: 11.3397, P: maintain original advice, cluster15


X: -5.0087, Y: 7.8496, P: ask shareholder to study and question, cluster-1


X: -1.4086, Y: 12.6468, P: use standard advertising and promotion criteria, cluster-1


X: -1.1155, Y: 13.7762, P: not use false misleading or conceal important information, cluster26


X: -3.3084, Y: 7.6881, P: not induce or guarantee returns, cluster7


X: -0.7657, Y: 8.3047, P: use product information as main content, cluster9


X: -2.9765, Y: 8.0644, P: not use lottery or raffle, cluster7


X: 2.6241, Y: 13.9896, P: order to stop advertising, cluster45


X: 2.636, Y: 13.9407, P: order to stop promotion, cluster45


X: -1.4751, Y: 10.121, P: order to correct information, cluster47


X: -1.4911, Y: 10.1986, P: order to provide complete and correct information, cluster47


X: -1.3466, Y: 12.5741, P: require approval before advertising or promotion, cluster-1


X: -1.0884, Y: 11.1958, P: follow guidelines from related associations, cluster5


X: -4.7456, Y: 7.7938, P: need approval from shareholders, cluster27


X: 0.388, Y: 4.1855, P: warn shareholders, cluster42


X: 4.9016, Y: 9.5287, P: have meeting on, cluster20


X: 1.0111, Y: 3.5855, P: involve fraudulent activities, cluster42


X: -0.6689, Y: 9.7043, P: open for application, cluster-1


X: -5.1209, Y: 8.7141, P: interested in, cluster10


X: 2.0251, Y: 9.4007, P: have observer, cluster-1


X: -0.6054, Y: 9.6609, P: have first application, cluster-1


X: 0.6379, Y: 10.1969, P: have website, cluster1


X: -2.626, Y: 10.9075, P: revoked license, cluster61


X: -1.394, Y: 12.6869, P: adjust advertising guidelines, cluster-1


X: -0.8672, Y: 11.4401, P: approve policy, cluster5


X: -4.4223, Y: 9.3277, P: propose standard form for investor, cluster10


X: -4.6896, Y: 8.6592, P: collect necessary data from investor, cluster10


X: -2.5045, Y: 12.117, P: publish draft standard form for investor, cluster40


X: -2.5212, Y: 12.3661, P: submit feedback on draft standard form for investor, cluster40


X: 9.7215, Y: 7.6445, P: update cybersecurity regulation, cluster68


X: 9.716, Y: 7.6432, P: subject to cybersecurity regulation, cluster68


X: 9.6978, Y: 7.6478, P: responsible for cybersecurity audit, cluster68


X: 9.7003, Y: 7.6644, P: seek feedback on cybersecurity regulation, cluster68


X: -1.6717, Y: 11.2596, P: will revise rules, cluster5


X: -1.0469, Y: 7.42, P: have complex business structure, cluster9


X: 5.3615, Y: 13.077, P: hold public hearing, cluster64


X: -4.6268, Y: 10.6944, P: amend rules about property placement, cluster-1


X: -4.9721, Y: 11.481, P: promote use of fintech, cluster-1


X: -5.1776, Y: 10.2999, P: support business in capital market, cluster-1


X: -4.9604, Y: 11.4464, P: claim fintech will transform financial services, cluster-1


X: -5.2316, Y: 10.3648, P: promotes startups access to capital, cluster-1


X: -0.3396, Y: 1.7821, P: predict blockchain will become popular in capital market, cluster63


X: -4.9462, Y: 11.4516, P: encourages use of fintech in wealth management, cluster-1


X: -4.9661, Y: 11.4713, P: promotes use of fintech, cluster-1


X: -4.9766, Y: 11.45, P: promotes use of fintech for consumer protection, cluster-1


X: 2.1373, Y: 11.775, P: abuse of power, cluster24


X: 1.3464, Y: 13.1717, P: assist in misconduct, cluster19


X: -2.6563, Y: 12.9272, P: publish for comment, cluster43


X: -1.119, Y: 11.1796, P: issue new criteria, cluster5


X: -4.4841, Y: 9.0846, P: expand institutional investor definition, cluster10


X: -1.8943, Y: 14.0627, P: relax financial status requirement, cluster26


X: 0.0832, Y: 11.339, P: add knowledge experience consideration, cluster4


X: 4.9679, Y: 9.4849, P: organize multipartite cooperation meeting, cluster20


X: -2.8886, Y: 11.3822, P: share experience good corporate governance, cluster61


X: -4.4381, Y: 8.9146, P: share experience attract foreign investment, cluster10


X: -1.8464, Y: 14.1526, P: submit corrected financial statement, cluster26


X: -1.268, Y: 14.3168, P: inaccurate accounting policy, cluster26


X: -3.3788, Y: 5.1979, P: inaccurate fair value assessment, cluster-1


X: -0.5701, Y: 10.6661, P: participate in improving measures, cluster-1


X: 1.2084, Y: 7.8069, P: work proactively in communication, cluster-1


X: 3.491, Y: 9.4576, P: work in an integrated manner, cluster18


X: -2.5995, Y: 12.9127, P: publish document for feedback, cluster43


X: -4.9886, Y: 8.9838, P: allow large investor to invest in various securities, cluster10


X: -4.7716, Y: 9.0023, P: state reason for requiring large investors to use intermediaries, cluster10


X: -3.8809, Y: 10.8378, P: promote fundraising state sector, cluster-1


X: -1.8103, Y: 11.192, P: propose to improve DW issuance and offering rules, cluster5


X: -3.2392, Y: 5.7518, P: price manipulation, cluster6


X: -0.2257, Y: 12.6375, P: require electronic submission, cluster8


X: -1.7936, Y: 12.0212, P: update system, cluster40


X: -4.326, Y: 9.7298, P: propose regulate retail fund investment concentration, cluster17


X: 4.0697, Y: 9.3497, P: participate event, cluster-1


X: 4.317, Y: 9.7502, P: invite participant, cluster-1


X: 5.3241, Y: 13.0854, P: open hearing for feedback, cluster64


X: 1.6198, Y: 12.328, P: update qualification of cfo and accountant, cluster21


X: 3.0532, Y: 9.4888, P: organize activity, cluster18


X: 0.7383, Y: 9.0968, P: created by, cluster3


X: 1.8714, Y: 5.1316, P: not licensed, cluster60


X: -1.1152, Y: 11.1806, P: propose to adjust the criteria, cluster5


X: -3.96, Y: 10.2314, P: propose to amend regulation on assets for liquidation of fund types 1 2 4 and Infra, cluster17


X: -1.8525, Y: 14.1734, P: request edit financial statement, cluster26


X: -1.8793, Y: 14.1748, P: edit financial statement, cluster26


X: -1.6845, Y: 14.0788, P: disclose financial statement, cluster26


X: -1.9063, Y: 14.1664, P: ไม่แสดงความเห็น/แสดงความเห็นอย่างมีเงื่อนไขต่องบการเงิน, cluster26


X: 4.6642, Y: 15.3174, P: แจ้งให้ความร่วมมือแก่ผู้สอบบัญชี, cluster53


X: 1.3191, Y: 12.3262, P: ไม่สามารถสรุปผลการตรวจสอบ, cluster21


X: -6.2544, Y: 8.6992, P: ขอให้นำส่งงบการเงิน, cluster-1


X: -6.2532, Y: 8.7203, P: แจ้งให้นำส่งงบการเงินฉบับแก้ไข, cluster-1


X: 4.7015, Y: 15.345, P: get score avg inspection quality audit second round, cluster53


X: 4.7118, Y: 15.3409, P: get score avg inspection quality audit first round, cluster53


X: 1.4359, Y: 13.2458, P: has employee did wrongdoing, cluster19


X: 1.463, Y: 13.2405, P: did wrongdoing, cluster19


X: -0.4765, Y: 8.0012, P: support enterprises, cluster9


X: -1.2174, Y: 13.2926, P: have disclosure requirement, cluster26


X: 3.1004, Y: 14.8537, P: suspended from being a financial advisor, cluster45


X: 2.6394, Y: 8.1252, P: failed to exercise due care, cluster23


X: -4.7307, Y: 6.6936, P: propose to acquire shares, cluster35


X: -3.6856, Y: 7.5881, P: transfer loan rights, cluster7


X: -4.4907, Y: 5.8608, P: assess CBDB share price, cluster35


X: -1.4239, Y: 12.6608, P: propose update advertising guidelines, cluster-1


X: 0.9595, Y: 3.6224, P: involved in financial fraud, cluster42


X: 4.9292, Y: 9.5727, P: be panelist, cluster20


X: 4.7063, Y: 7.8697, P: be chairperson, cluster36


X: 0.9895, Y: 12.2486, P: take exam instead of others, cluster21


X: 0.8379, Y: 12.228, P: submit exam result of not taking by themselves, cluster21


X: 13.8448, Y: 10.3734, P: perform regulatory guillotine, cluster88


X: 3.9718, Y: 10.7191, P: support business cooperation, cluster34


X: 1.6111, Y: 8.4028, P: has hotline, cluster3


X: -2.578, Y: 12.8924, P: publish feedback, cluster43


X: 4.9939, Y: 13.5863, P: issue Consultation Paper, cluster64


X: 5.1704, Y: 12.2133, P: sign MoC ARFP, cluster41


X: 1.3957, Y: 9.5523, P: say about ARFP, cluster0


X: -1.8878, Y: 0.8924, P: charge operate tram without permission, cluster76


X: 3.5021, Y: 8.8907, P: hire BTSC operate BTS, cluster-1


X: 4.3169, Y: 9.119, P: organize contest, cluster-1


X: 3.3568, Y: 6.5601, P: determine contest criteria, cluster56


X: -0.1643, Y: 9.2179, P: support contest, cluster2


X: 4.8973, Y: 7.3833, P: is vice secretary of, cluster36


X: 4.7811, Y: 7.9273, P: fund women for board training, cluster36


X: 4.866, Y: 7.918, P: support women for board training, cluster36


X: 4.7806, Y: 7.9072, P: say about women board training, cluster36


X: 2.6354, Y: 14.0878, P: ยกเลิกกระบวนการยื่นคำขออนุญาต, cluster45


X: -3.3274, Y: 10.0979, P: กำหนดให้มีความเห็นของที่ปรึกษาทางการเงินอิสระ (IFA) ในกรณีที่มีนัยสำคัญ, cluster17


X: 1.3111, Y: 13.056, P: violate capital market law, cluster19


X: 4.3998, Y: 15.5651, P: report audit to, cluster53


X: 2.7446, Y: 14.2571, P: order suspend to, cluster45


X: -1.3988, Y: 10.7921, P: fail to follow regulation, cluster5


X: -1.9847, Y: 9.5554, P: accept order by phone, cluster47


X: -2.403, Y: 9.3747, P: fail to record order, cluster-1


X: -3.7428, Y: 5.5208, P: involve stock manipulation, cluster-1


X: -0.4972, Y: 9.3319, P: support proposal by SFC HK, cluster2


X: 5.5972, Y: 9.1028, P: host IOSCO APRC, cluster20


X: 0.2786, Y: 10.2015, P: must implement, cluster1


X: 1.2414, Y: 10.9711, P: must perform, cluster15


X: 0.6512, Y: 4.9143, P: can store digital assets at, cluster42


X: -2.6877, Y: 6.3558, P: will adjust annual fee, cluster6


X: -2.7267, Y: 6.8325, P: pay annual fee, cluster6


X: -1.0023, Y: 13.6756, P: provide incorrect information, cluster26


X: 0.6674, Y: 11.8561, P: confirm correct information, cluster15


X: 0.301, Y: 11.919, P: should study information, cluster4


X: -3.8148, Y: 5.8784, P: issue stock, cluster6


X: 1.2514, Y: 13.7215, P: pay compensation, cluster19


X: -4.8729, Y: 7.591, P: request shareholders, cluster27


X: -4.9505, Y: 7.7025, P: advise shareholders, cluster27


X: 8.8574, Y: 10.7768, P: adjust debt securities market regulation, cluster28


X: -1.3023, Y: 13.9249, P: provide false financial information, cluster26


X: 5.5643, Y: 9.5742, P: present seminar, cluster20


X: -2.673, Y: 12.9415, P: publish request for comment, cluster43


X: 4.3892, Y: 15.4296, P: negligence in auditing, cluster53


X: 3.0859, Y: 14.8313, P: suspend investment advisor, cluster45


X: 0.4974, Y: 11.3432, P: not record tape of giving advice, cluster15


X: -0.6784, Y: 7.405, P: announce new market for startup, cluster16


X: 0.1732, Y: 13.7271, P: received complaint about, cluster-1


X: 1.4347, Y: 13.2567, P: involved in misconduct, cluster19


X: 0.1558, Y: 13.7197, P: reported complaint to, cluster-1


X: -4.9356, Y: 9.1239, P: encouraged customer to invest in, cluster10


X: -3.3099, Y: 7.7581, P: agreed to return money to customer, cluster7


X: -3.4076, Y: 7.7903, P: did not return money to customer, cluster7


X: 1.3159, Y: 10.6805, P: determined that, cluster0


X: 1.9131, Y: 12.4932, P: was not acting in good faith, cluster21


X: 2.7338, Y: 14.2802, P: suspended approval of, cluster45


X: 2.7542, Y: 14.332, P: was suspended for, cluster45


X: 2.7417, Y: 14.2842, P: was suspended until, cluster45


X: 1.7947, Y: 10.6244, P: considered the following factors, cluster0


X: 2.3098, Y: 10.1542, P: was involved in, cluster18


X: 1.3523, Y: 13.7627, P: had not been previously punished, cluster19


X: 3.6625, Y: 12.0879, P: caused damage to, cluster32


X: 1.4532, Y: 12.0797, P: did not cooperate with, cluster21


X: 1.4784, Y: 13.2412, P: had previous history of misconduct, cluster19


X: 0.4578, Y: 4.1303, P: warns investors to, cluster42


X: 2.2649, Y: 10.0389, P: was acting as a, cluster18


X: 3.1695, Y: 9.4347, P: prepare training, cluster18


X: 5.3613, Y: 13.1018, P: open public hearing, cluster64


X: -0.5782, Y: 8.9749, P: has platform, cluster2


X: 0.4804, Y: 11.8225, P: evaluated by, cluster15


X: 0.4766, Y: 11.8189, P: evaluated according to, cluster15


X: -0.0625, Y: 6.2322, P: has potential to, cluster37


X: -0.2693, Y: 10.7826, P: determine principle, cluster4


X: 0.8779, Y: 10.4446, P: include content, cluster1


X: 2.6818, Y: 14.0334, P: cancel classification, cluster45


X: 8.1585, Y: 11.1686, P: allow borrowing, cluster28


X: -0.694, Y: 12.5241, P: published at, cluster8


X: -2.7492, Y: 13.0743, P: accept comment until, cluster43


X: -2.9731, Y: 8.2314, P: support involve inside trading, cluster7


X: -1.2868, Y: 13.165, P: request feedback on disclosure improvement of listed company directors and executives positions in other companies, cluster26


X: -2.6794, Y: 12.9375, P: release for comment, cluster43


X: -0.1489, Y: 11.7637, P: provide information, cluster4


X: -0.6591, Y: 9.685, P: introduce application, cluster-1


X: 5.5316, Y: 9.6803, P: hold lecture, cluster20


X: -0.663, Y: 7.8064, P: support business and public, cluster9


X: -5.7731, Y: 12.091, P: promote sustainable development, cluster52


X: -1.5341, Y: 10.9653, P: increase flexibility of regulatory system, cluster5


X: -0.8495, Y: 4.1629, P: seize opportunities from regional growth, cluster-1


X: -4.7542, Y: 7.8059, P: request shareholder consider contract approval, cluster27


X: -4.7579, Y: 7.7979, P: request shareholder approval construction contract, cluster27


X: 4.7778, Y: 11.5936, P: receive construction contract, cluster41


X: -4.6405, Y: 7.9337, P: recommend shareholder reject contract, cluster27


X: 4.6989, Y: 11.5305, P: approve contract with condition changes, cluster41


X: -5.0083, Y: 7.8778, P: request shareholder study information, cluster-1


X: 0.2488, Y: 9.6062, P: involve plan, cluster1


X: -2.265, Y: 7.3218, P: ยกเว้นค่าธรรมเนียม, cluster39


X: -4.9123, Y: 9.1274, P: สนับสนุนลงทุน, cluster10


X: -0.5994, Y: 12.5394, P: เปิดเผยข้อมูล, cluster8


X: -1.1886, Y: 11.1133, P: ปรับปรุงหลักเกณฑ์, cluster5


X: 1.4015, Y: 13.2801, P: reported misconduct, cluster19


X: 3.5517, Y: 13.0863, P: concern risk, cluster51


X: 3.5718, Y: 13.1127, P: consider risk, cluster51


X: -0.273, Y: 9.2765, P: consider support, cluster2


X: -1.8139, Y: 11.6435, P: propose amend law, cluster5


X: 5.0514, Y: 13.4892, P: announcing public consultation, cluster64


X: -2.7312, Y: 12.9724, P: seeking public comments, cluster43


X: 9.7241, Y: 7.6651, P: create webpage cyber resilience, cluster68


X: -0.2467, Y: 10.458, P: contribute knowledge, cluster1


X: 0.7866, Y: 7.7679, P: track progress, cluster14


X: -2.4022, Y: 12.2446, P: open consultation on draft notification, cluster40


X: 5.5302, Y: 9.1627, P: host online meeting, cluster20


X: 4.8822, Y: 9.4089, P: participate meeting, cluster20


X: -2.4827, Y: 12.8207, P: collect feedback, cluster40


X: 0.2644, Y: 12.73, P: distribute questionnaire, cluster8


X: -0.8108, Y: 10.4285, P: collude to acquire control, cluster-1


X: 4.0197, Y: 13.9207, P: provide crypto academy, cluster51


X: 3.3341, Y: 9.5633, P: include course, cluster18


X: 1.0163, Y: 12.093, P: include test, cluster21


X: 1.0957, Y: 13.2411, P: violate law of securities, cluster19


X: -1.1167, Y: 11.0747, P: propose REIT conversion criteria, cluster5


X: 6.6358, Y: 7.561, P: propose regulation for foreign companies to offer shares in thailand, cluster48


X: 6.6276, Y: 7.5608, P: propose amendment to reduce reporting burden for thai companies, cluster48


X: 4.6457, Y: 15.3787, P: review auditor work, cluster53


X: 4.4516, Y: 15.4915, P: have deficiency in auditing, cluster53


X: -2.4552, Y: 9.3552, P: fail to detect incomplete B/E record, cluster-1


X: -4.464, Y: 8.3968, P: support investor protection, cluster10


X: -1.3094, Y: 12.3184, P: release press, cluster-1


X: -0.6805, Y: 9.679, P: develop app, cluster-1


X: -5.8962, Y: 11.2051, P: support SME funding, cluster52


X: -4.6347, Y: 8.8848, P: support World Investor Week 2019, cluster10


X: -4.449, Y: 8.3232, P: have policy of investor protection, cluster-1


X: -1.3995, Y: 11.5891, P: plan to revise, cluster5


X: -0.0421, Y: 10.3781, P: pass resolution, cluster1


X: -4.2106, Y: 6.2662, P: sell treasury stock, cluster35


X: -0.4717, Y: 10.8766, P: revise principle, cluster4


X: -1.9446, Y: 11.707, P: update principle, cluster5


X: -4.4137, Y: 6.2437, P: define offer shares lower market price, cluster35


X: 0.6676, Y: 4.8924, P: reduce digital assets, cluster42


X: 0.6512, Y: 4.8958, P: return digital assets, cluster42


X: -1.9099, Y: 8.9378, P: contact customers, cluster25


X: -2.601, Y: 10.9002, P: surrender license, cluster61


X: 13.85, Y: 10.3737, P: implement Regulatory Guillotine, cluster88


X: 13.8499, Y: 10.3737, P: complete Regulatory Guillotine, cluster88


X: -1.68, Y: 6.2715, P: reduce burden and cost, cluster22


X: 1.9454, Y: 7.6651, P: reduce time, cluster23


X: -1.6429, Y: 6.9587, P: reduce paper, cluster39


X: -1.687, Y: 14.178, P: have inaccurate financial statements, cluster26


X: 0.1868, Y: 13.3809, P: ordered by SEC to clarify interview with media, cluster-1


X: -1.6347, Y: 11.4049, P: propose to revise conflict of interest prevention guidelines, cluster5


X: 0.6578, Y: 4.9015, P: discuss about digital asset, cluster42


X: 0.7075, Y: 4.8309, P: see risk of digital asset, cluster42


X: 0.6497, Y: 4.9189, P: use authority to regulate digital asset, cluster42


X: -0.5966, Y: 12.9849, P: propose relax reporting requirement, cluster8


X: 5.5658, Y: 10.182, P: give speech at, cluster-1


X: 8.2331, Y: 11.048, P: provide loan, cluster28


X: 4.9327, Y: 12.0298, P: sign and announce in government gazette, cluster41


X: -1.6955, Y: 12.1545, P: revise related announcement, cluster40


X: 0.0453, Y: 10.9634, P: promote policy research, cluster4


X: -3.831, Y: 10.0681, P: provides research funding, cluster17


X: 0.7646, Y: 12.1745, P: collaborates on research, cluster21


X: -0.3389, Y: 9.2944, P: supports secondment, cluster2


X: 4.3483, Y: 9.7877, P: invite to join, cluster-1


X: 3.597, Y: 13.1169, P: ask to study risk, cluster51


X: 1.6523, Y: 12.3466, P: require qualification for cfo and accountant, cluster21


X: 1.6691, Y: 12.3433, P: propose qualification for cfo and accountant, cluster21


X: -0.5894, Y: 9.3084, P: support technical assistance, cluster2


X: 0.0724, Y: 10.8872, P: prioritize policy, cluster1


X: 3.853, Y: 10.692, P: cooperate support, cluster34


X: 1.0001, Y: 3.5976, P: involve fake revenue, cluster42


X: -1.1997, Y: 13.9162, P: disseminate false financial information, cluster26


X: -1.871, Y: 14.1562, P: has not submitted audited financial statements, cluster26


X: 0.5475, Y: 12.2642, P: commission study, cluster21


X: 2.6848, Y: 11.2581, P: express opinion, cluster24


X: -5.9844, Y: 11.2482, P: relax rules for SME and Startup, cluster52


X: -1.2298, Y: 13.3194, P: propose disclosure framework, cluster26


X: 0.0435, Y: 12.0289, P: request cooperation, cluster8


X: 0.8396, Y: 10.177, P: agree to follow, cluster1


X: 3.1524, Y: 5.3973, P: present award, cluster-1


X: 0.7942, Y: 10.2552, P: must follow, cluster1


X: 3.5608, Y: 8.5031, P: must appoint, cluster-1


X: 0.0753, Y: 11.4289, P: must have knowledge, cluster4


X: 1.0442, Y: 10.7035, P: must have enough, cluster0


X: 0.956, Y: 10.6881, P: must have at least, cluster0


X: 4.8535, Y: 13.4112, P: have consulted with, cluster64


X: -0.6805, Y: 12.5448, P: have published, cluster8


X: 2.4341, Y: 7.1715, P: have set deadline, cluster-1


X: 1.8107, Y: 5.1907, P: deny license, cluster60


X: 1.0422, Y: 12.1606, P: take exam for others, cluster21


X: 1.0346, Y: 12.1337, P: use fake exam result, cluster21


X: 0.396, Y: 7.129, P: receive benefit, cluster29


X: -0.7292, Y: 11.2893, P: issue utility token guidelines, cluster4


X: 8.8415, Y: 10.2825, P: extend waiver for sustainable bonds, cluster33


X: 0.0583, Y: 19.3063, P: must implement digital asset wallet management system, cluster80


X: -3.6396, Y: 8.4374, P: involve in unlicensed securities business, cluster31


X: 0.6763, Y: 4.8801, P: issue digital assets rule, cluster42


X: -3.9196, Y: 7.5203, P: have to maintain assets, cluster27


X: -3.9271, Y: 7.7546, P: cannot use assets for other purpose, cluster7


X: -3.5475, Y: 8.0683, P: cannot use money to generate interest, cluster7


X: 0.6958, Y: 4.9226, P: cannot use digital assets to generate interest, cluster42


X: 0.6571, Y: 4.9133, P: can use digital assets to generate interest, cluster42


X: 3.5979, Y: 10.1818, P: participate in working group, cluster34


X: -0.5616, Y: 12.6579, P: publish research, cluster8


X: -0.1149, Y: 11.6878, P: provide information about, cluster4


X: 0.2557, Y: 9.2754, P: plan to develop, cluster-1


X: -0.1562, Y: 11.7336, P: will provide information about, cluster4


X: 1.2692, Y: 13.0308, P: violate of business conduct rule, cluster19


X: 3.1007, Y: 14.8433, P: suspended from providing investment advice, cluster45


X: -4.7146, Y: 7.8347, P: issue guidelines for shareholders identity verification, cluster27


X: 1.7509, Y: 9.4619, P: align with, cluster0


X: -3.0037, Y: 8.2853, P: involve inside trading TPAC, cluster7


X: -2.9518, Y: 8.2593, P: assist inside trading TPAC, cluster7


X: -1.0921, Y: 13.2347, P: disclose inside information TPAC, cluster26


X: 1.9833, Y: 8.6031, P: be located in, cluster23


X: -0.5276, Y: 9.3877, P: receive support from, cluster2


X: -5.9047, Y: 11.2105, P: support SMEs fundraising, cluster52


X: -4.3084, Y: 9.5765, P: simplify fund license application for investment unit sales, cluster17


X: 1.9862, Y: 13.6699, P: warn about potential conflict of interest, cluster19


X: -4.8901, Y: 6.2777, P: propose issuing new shares, cluster35


X: -4.8258, Y: 6.2047, P: receive new shares, cluster35


X: -2.7265, Y: 6.8746, P: pay monthly fee, cluster-1


X: -5.0092, Y: 7.7832, P: recommend shareholders study proposal, cluster27


X: -4.747, Y: 7.8078, P: require shareholder approval with 75 percent of votes, cluster27


X: 4.5865, Y: 5.8164, P: allow shareholders to object with 10 percent of votes, cluster49


X: 8.1014, Y: 11.1538, P: lend money to related company, cluster28


X: 4.2036, Y: 7.6053, P: is executive of related company, cluster36


X: -2.7561, Y: 8.1813, P: ignore related party transaction rules, cluster7


X: 2.0401, Y: 11.8581, P: exceed authority, cluster24


X: -4.969, Y: 8.8085, P: invest in high risk asset, cluster10


X: 7.7187, Y: 4.1099, P: lend money to related company from IPO proceeds, cluster38


X: 8.713, Y: 10.9075, P: use loan to repay higher interest debt, cluster28


X: -1.4149, Y: 5.5642, P: lose interest income, cluster22


X: -1.416, Y: 11.4555, P: propose amend guideline, cluster5


X: -5.7424, Y: 11.982, P: support sustainable investment, cluster52


X: -0.3363, Y: 1.7787, P: support blockchain innovation, cluster63


X: -1.5749, Y: 11.0389, P: propose adjust regulation, cluster5


X: -1.5916, Y: 7.6621, P: involve holding company, cluster39


X: -1.8963, Y: 11.5476, P: update prospectus rule, cluster5


X: -1.7418, Y: 12.2097, P: seek feedback on revising announcement, cluster40


X: -1.3174, Y: 10.8333, P: regulate and inspect, cluster5


X: -1.028, Y: 13.2111, P: propose regulate disclosure of service quality, cluster26


X: 5.4453, Y: 2.6806, P: propose to revise outsource and BCM regulation, cluster81


X: -0.2362, Y: 7.9916, P: use DLT for digital infrastructure, cluster9


X: -0.2495, Y: 8.0506, P: plan to use DLT for enhancing efficiency, cluster9


X: -0.2382, Y: 7.8733, P: aim to create Digital Transformation, cluster9


X: -1.6494, Y: 6.3384, P: believe technology can help reduce cost in securities trading transactions, cluster22


X: -0.5861, Y: 8.071, P: aim to seek opportunities and channels to develop the industry, cluster9


X: 8.7263, Y: 10.838, P: believe DLT will help increase the efficiency of debt issuance systems, cluster28


X: -0.3406, Y: 7.9247, P: believe DLT can help increase efficiency in working with business partners, cluster9


X: -0.2777, Y: 7.9656, P: believe applying digital technology to increase competitiveness and efficiency is something to be supported, cluster9


X: -1.6393, Y: 11.0677, P: propose to improve regulation, cluster5


X: -4.8187, Y: 9.2236, P: support responsible investment, cluster10


X: -5.7413, Y: 12.0589, P: support sustainable development, cluster52


X: -1.1185, Y: 11.1657, P: amend method, cluster5


X: 2.8738, Y: 13.2101, P: warned about imposter, cluster44


X: 1.6286, Y: 9.8302, P: allocate quota, cluster0


X: -3.3526, Y: 7.9357, P: modify rule about asset for account settlement, cluster7


X: 6.6691, Y: 7.489, P: have rule about address in thailand for asset for account settlement, cluster48


X: 0.7261, Y: 4.8485, P: prohibit digital asset fund managers from using customer digital assets on DeFi platforms, cluster42


X: 0.7529, Y: 4.7673, P: prohibit digital asset advisors from providing advice to clients or preparing analyses on DeFi, cluster42


X: 3.8056, Y: 10.6077, P: promote interconnection, cluster34


X: -0.0171, Y: 9.3665, P: promote accessibility, cluster2


X: 1.4767, Y: 9.3357, P: promote stability, cluster3


X: 5.6125, Y: 9.1441, P: hosted ACMF, cluster20


X: -0.5839, Y: 11.1962, P: determine guidelines, cluster4


X: 0.2031, Y: 8.8539, P: promote development potential, cluster14


X: 3.6004, Y: 10.1962, P: establish working groups, cluster34


X: -4.0088, Y: 10.0167, P: promote fund offerings, cluster17


X: -5.3976, Y: 10.2019, P: promote capital raising, cluster-1


X: 0.018, Y: 8.7724, P: promote movement, cluster2


X: 0.9878, Y: 8.3563, P: initiate program, cluster3


X: 2.4472, Y: 8.0781, P: promote exchange, cluster23


X: 5.0149, Y: 13.5432, P: issue consultation, cluster64


X: -1.9855, Y: 11.4952, P: propose update rules, cluster5


X: -2.0268, Y: 11.5147, P: approve update rules, cluster5


X: -2.7826, Y: 13.0143, P: receive comments, cluster43


X: 3.9723, Y: 13.911, P: propose regulate crypto ads, cluster51


X: -7.0596, Y: 12.4356, P: advocate climate change awareness, cluster65


X: -7.2256, Y: 12.4584, P: reduce greenhouse gas emission, cluster65


X: -1.2733, Y: 6.1216, P: promote decarbonization, cluster22


X: -5.2068, Y: 10.3907, P: support sustainable capital market, cluster-1


X: -5.6928, Y: 11.9784, P: support green investment, cluster52


X: 3.7475, Y: 18.3156, P: promote ESG integration, cluster70


X: -7.4729, Y: 12.5598, P: set carbon neutrality goal, cluster65


X: -3.7623, Y: 10.3124, P: implement paperless fund approval system, cluster17


X: -0.6796, Y: 9.7051, P: open application for, cluster-1


X: 4.5938, Y: 7.492, P: is CFO and secretary of, cluster36


X: -4.8971, Y: 9.1139, P: affected by investment, cluster10


X: -4.5308, Y: 8.9522, P: recommend against investment, cluster10


X: 4.8017, Y: 7.3038, P: is the secretary-general of, cluster36


X: -2.9079, Y: 8.1724, P: help involve inside trading, cluster7


X: -4.6341, Y: 6.8881, P: acquire securities without takeover bid, cluster27


X: -4.8691, Y: 7.9997, P: เปิดเผยข้อมูลในหนังสือนัดประชุมผู้ถือหุ้น, cluster-1


X: 0.8583, Y: 9.388, P: นำเสนอขาย PP, cluster3


X: 1.8858, Y: 5.0937, P: issue e license, cluster60


X: 1.5807, Y: 9.2539, P: in line with, cluster3


X: 0.7424, Y: 9.9043, P: be mechanism, cluster1


X: -2.793, Y: 13.0348, P: can comment until, cluster43


X: -4.2072, Y: 9.491, P: adjust investment regulation, cluster17


X: -4.1208, Y: 9.5101, P: announce investment regulation, cluster17


X: 4.5539, Y: 7.5077, P: is Director General, cluster36


X: -1.7348, Y: 11.4565, P: plan to revise laws, cluster5


X: -2.0382, Y: 11.3231, P: proposed update regulation, cluster5


X: -2.4662, Y: 12.8164, P: request feedback, cluster40


X: -3.6117, Y: 8.4656, P: unlicensed securities business, cluster31


X: -1.4546, Y: 10.8894, P: issue relaxed regulation, cluster5


X: -0.5274, Y: 10.5827, P: have relaxed listing criteria, cluster-1


X: -1.8686, Y: 5.9725, P: have lower fees, cluster22


X: -3.1469, Y: 8.3788, P: have different trading rules, cluster7


X: -6.0707, Y: 11.327, P: allow SMEs and startups to list, cluster52


X: -2.0959, Y: 4.1165, P: expected to be effective in Q1 2022, cluster13


X: -3.813, Y: 10.2394, P: set standards for funding portals, cluster17


X: 4.0099, Y: 13.915, P: published guidelines on cryptocurrency trading, cluster51


X: -1.5331, Y: 6.2466, P: reduce burden, cluster22


X: 3.476, Y: 13.0098, P: reduce risk, cluster44


X: 9.72, Y: 7.6448, P: propose update cybersecurity guidelines, cluster68


X: 5.0231, Y: 5.9452, P: prohibited shareholders from attending and voting at AGM, cluster49


X: -0.1835, Y: 11.6694, P: receive information, cluster4


X: 0.6796, Y: 4.8852, P: must filter digital assets, cluster42


X: 0.732, Y: 4.8242, P: must not provide digital assets with hidden transaction data, cluster42


X: 3.9482, Y: 13.8553, P: can continue providing privacy coin services, cluster51


X: -1.0392, Y: 13.8026, P: announce false information, cluster26


X: -0.7979, Y: 10.2961, P: defect in internal control system, cluster-1


X: 1.739, Y: 12.3253, P: neglect of duty, cluster21


X: -2.722, Y: 12.9662, P: open for public comment, cluster43


X: -3.4471, Y: 10.565, P: set guideline for SRI Fund disclosure, cluster-1


X: -5.1763, Y: 10.4127, P: promote sustainable capital market, cluster-1


X: -2.0348, Y: 9.2358, P: join with ACMF to issue ASEAN SRFS, cluster25


X: -1.9571, Y: 9.2326, P: issue ASEAN SRFS in Thailand, cluster25


X: -2.0125, Y: 9.2494, P: publish ASEAN SRFS for consultation, cluster25


X: 4.8748, Y: 10.1428, P: hold discussion, cluster-1


X: -1.0492, Y: 1.9391, P: determine tax calculation, cluster63


X: 4.2932, Y: 11.3641, P: accord to implement, cluster41


X: 1.4259, Y: 13.0723, P: breach duty of care, cluster19


X: 1.4465, Y: 12.9663, P: breach duty of loyalty, cluster21


X: 1.8695, Y: 12.5299, P: breach duty of good faith, cluster21


X: -1.1533, Y: 14.1481, P: falsify corporate document, cluster26


X: 4.5062, Y: 15.4063, P: find auditor negligence, cluster53


X: 4.8212, Y: 7.2507, P: is deputy secretary general, cluster36


X: 4.8121, Y: 7.25, P: is assistant secretary general, cluster36


X: 0.6482, Y: 10.1506, P: has website, cluster1


X: 13.8505, Y: 10.3737, P: reveal Regulatory Guillotine progress, cluster88


X: -1.7672, Y: 6.5028, P: save cost for private sector, cluster22


X: -1.7153, Y: 6.5226, P: save time for private sector, cluster22


X: -1.7047, Y: 6.8539, P: save paper for private sector, cluster39


X: 13.8506, Y: 10.3738, P: set goal for Regulatory Guillotine, cluster88


X: 13.8504, Y: 10.3738, P: complete Regulatory Guillotine sub projects, cluster88


X: 13.8462, Y: 10.3732, P: complete Regulatory Guillotine sub projects in Q4 2024, cluster88


X: 13.8502, Y: 10.3737, P: believe in Regulatory Guillotine success, cluster88


X: 0.6344, Y: 9.7656, P: uses a method that is, cluster1


X: 9.6992, Y: 7.6492, P: recommend cybersecurity resource, cluster68


X: -0.1949, Y: 11.6392, P: emphasize information sharing, cluster4


X: 9.6943, Y: 7.6513, P: advise cybersecurity awareness, cluster68


X: 9.6344, Y: 7.6314, P: participate cybersecurity panel, cluster68


X: 9.7028, Y: 7.6586, P: discuss cybersecurity threats, cluster68


X: 9.7022, Y: 7.651, P: exhibit cybersecurity role, cluster68


X: 3.2508, Y: 5.4198, P: receive cybersecurity awards, cluster-1


X: -3.4802, Y: 7.8626, P: fail to inform customer about selling back fund before 5 years, cluster7


X: 5.0319, Y: 5.9028, P: require less document for shareholder meeting, cluster49


X: -3.4455, Y: 8.5286, P: involve unlicensed futures trading, cluster31


X: 1.8854, Y: 5.1107, P: has license to, cluster60


X: 0.3969, Y: 12.4154, P: inform about law, cluster8


X: -3.6642, Y: 5.541, P: supported stock price manipulation, cluster-1


X: 1.0356, Y: 13.2887, P: disobey civil action, cluster19


X: 2.7347, Y: 13.7092, P: be prohibited from trading, cluster45


X: 1.9955, Y: 12.932, P: be prohibited from being director, cluster-1


X: -2.6005, Y: 7.6937, P: be ordered to reimburse, cluster39


X: -0.909, Y: 10.929, P: adjust definition, cluster5


X: -0.9783, Y: 12.8596, P: reduce reporting period, cluster-1


X: 2.2327, Y: 13.1302, P: extend prohibition period, cluster-1


X: -0.2654, Y: 7.9675, P: launch digital infrastructure initiative, cluster9


X: -7.8028, Y: 10.5087, P: partner with main operator, cluster75


X: -3.7972, Y: 9.9881, P: receive funding from, cluster17


X: -0.7705, Y: 9.5565, P: develop web portal system, cluster2


X: 2.9735, Y: 9.0836, P: hold workshop, cluster18


X: -4.1012, Y: 16.0556, P: launch sandbox program, cluster57


X: -1.7896, Y: 11.6542, P: consider proposing amend law, cluster5


X: -1.7397, Y: 11.636, P: consider amending law, cluster5


X: 3.8912, Y: 10.3501, P: collaborate with organization, cluster34


X: -2.181, Y: 11.89, P: purpose amendment, cluster40


X: -2.1575, Y: 11.86, P: cover amendment, cluster40


X: -1.8845, Y: 10.349, P: propose to update ICO rules, cluster47


X: -0.4357, Y: 12.0214, P: receive letter, cluster8


X: -4.947, Y: 7.4206, P: have shareholder, cluster27


X: -1.4379, Y: 10.8915, P: have regulation, cluster5


X: -2.7213, Y: 13.025, P: open comment period, cluster43


X: -0.2474, Y: 12.3232, P: submit suggestion, cluster8


X: 4.2895, Y: 7.6384, P: is commissioner and ceo, cluster36


X: 4.8829, Y: 9.5378, P: participate in panel, cluster20


X: 1.3885, Y: 7.6221, P: live stream, cluster23


X: -4.4697, Y: 6.2677, P: sell share to, cluster35


X: 1.2749, Y: 8.3497, P: open space, cluster3


X: -5.9735, Y: 11.2252, P: reduce burden for SME and Startup, cluster52


X: 2.1035, Y: 11.942, P: aware responsibility, cluster24


X: 5.5865, Y: 9.5562, P: hold seminar with, cluster20


X: 1.7811, Y: 10.3897, P: see important, cluster0


X: -1.0862, Y: 11.1294, P: adjusting criteria, cluster5


X: -4.0352, Y: 10.2493, P: propose to revise the regulations on provident funds, cluster17


X: 5.0232, Y: 13.6276, P: publish a consultation paper on the matter on its website, cluster64


X: -2.4559, Y: 12.7331, P: invite relevant stakeholders and interested parties to provide feedback on the website, cluster40


X: -2.4649, Y: 12.7415, P: invite relevant stakeholders and interested parties to provide feedback via fax or email, cluster40


X: 2.3968, Y: 7.1989, P: set a deadline for feedback of 29 February 2016, cluster-1


X: -4.4708, Y: 9.7081, P: allow fund investment up to 3 tiers, cluster17


X: 4.817, Y: 9.3929, P: attend meeting with, cluster20


X: 1.3859, Y: 12.4686, P: involve incompetent management, cluster21


X: 5.5822, Y: 9.2606, P: host seminar on, cluster20


X: -1.8026, Y: 11.9863, P: propose update announcement criteria, cluster40


X: -1.2388, Y: 11.1978, P: modify rules, cluster5


X: 4.9531, Y: 9.6217, P: plan to meet, cluster20


X: -4.5074, Y: 9.5346, P: relax investment criteria, cluster10


X: -4.7537, Y: 9.5454, P: increase fund diversification, cluster10


X: -4.6888, Y: 9.2543, P: increase investor choice, cluster10


X: -4.812, Y: 8.7148, P: increase investor familiarity, cluster10


X: -3.3316, Y: 10.6793, P: revise trust guidelines, cluster61


X: -3.3809, Y: 10.6233, P: set trust founder guidelines, cluster-1


X: 7.1719, Y: 13.1625, P: set trustee qualifications, cluster90


X: -9.8213, Y: 7.9053, P: has anti corruption policy, cluster74


X: 3.8833, Y: 13.8569, P: prohibit cryptocurrency deposit taking lending, cluster51


X: -2.0073, Y: 9.9731, P: propose to adjust the criteria for public offering, cluster47


X: -1.9535, Y: 12.2076, P: announced consultation paper on proposed adjustment, cluster40


X: -2.4598, Y: 12.7241, P: invited stakeholders to provide feedback, cluster40


X: -1.697, Y: 12.1671, P: announce update, cluster40


X: 4.8403, Y: 7.8129, P: aim for gender equality, cluster36


X: 4.9544, Y: 7.9656, P: support diverse board, cluster36


X: 4.9119, Y: 7.975, P: support professional board, cluster36


X: -4.0191, Y: 10.0642, P: propose regulate trigger fund, cluster17


X: -1.4181, Y: 12.6813, P: propose regulate fund advertising, cluster-1


X: -0.7269, Y: 8.2534, P: encourage product diversity, cluster9


X: -1.1976, Y: 13.2508, P: emphasize disclosure, cluster26


X: 4.5181, Y: 9.4476, P: organize roundtable, cluster20


X: -2.7795, Y: 11.4245, P: publish governance principles, cluster61


X: 1.616, Y: 13.7405, P: charge with crime, cluster19


X: -2.469, Y: 12.7817, P: open feedback on UHNW definition, cluster40


X: 4.8376, Y: 7.8018, P: promote gender equality, cluster36


X: 4.8371, Y: 7.8489, P: support gender equality, cluster36


X: 4.2208, Y: 11.1073, P: join agreement, cluster30


X: -3.6251, Y: 8.8538, P: facilitate cross-border investment, cluster31


X: 3.8598, Y: 10.3939, P: collaborate in developing standards, cluster34


X: -0.8997, Y: 11.8024, P: receive endorsement, cluster5


X: -0.7891, Y: 11.4035, P: approve plan, cluster5


X: -6.824, Y: 9.7037, P: assume role as chair, cluster87


X: -0.3325, Y: 9.3173, P: express support, cluster2


X: 4.9254, Y: 8.0358, P: is board member of, cluster36


X: 8.281, Y: 11.0556, P: give loan to, cluster28


X: -3.7636, Y: 9.9142, P: receive fund from, cluster17


X: 8.4799, Y: 10.9497, P: use loan to pay off, cluster28


X: -0.29, Y: 10.177, P: contribute to, cluster1


X: 0.9145, Y: 9.138, P: created on, cluster3


X: 0.5095, Y: 9.9434, P: operated by, cluster1


X: -1.3754, Y: 11.3794, P: propose amend criteria, cluster5


X: 8.1461, Y: 11.1289, P: can lend money, cluster28


X: -1.5187, Y: 7.7002, P: means company, cluster39


X: -5.1435, Y: 5.8047, P: must hold shares, cluster35


X: 1.6146, Y: 8.2634, P: has terminal, cluster23


X: 4.9694, Y: 5.8943, P: prohibit shareholders from meeting and voting, cluster49


X: 3.9351, Y: 10.6982, P: promote cooperation, cluster34


X: -0.412, Y: 10.5539, P: support dual listing, cluster1


X: -3.7717, Y: 9.631, P: develop financial products, cluster17


X: -1.0436, Y: 13.8186, P: publish false information, cluster26


X: -4.1921, Y: 9.3883, P: regulate investment, cluster17


X: -4.5127, Y: 8.7389, P: disapprove investment, cluster10


X: 4.8968, Y: 7.4139, P: vice chairman, cluster36


X: 5.5814, Y: 9.1345, P: host APRC meeting, cluster20


X: -4.0404, Y: 7.9149, P: involve embezzlement of investor asset, cluster7


X: -2.9524, Y: 8.7385, P: involve misuse of client trading account, cluster-1


X: 1.9202, Y: 12.5025, P: involve failure to act in good faith, cluster21


X: 1.3684, Y: 12.4971, P: involve negligent supervision, cluster21


X: 0.7283, Y: 4.8394, P: prohibit digital asset fund managers from using customers' digital assets on DeFi platforms, cluster42


X: 0.755, Y: 4.7737, P: prohibit digital asset advisers from providing advice to clients or producing analysis on DeFi, cluster42


X: 5.2084, Y: 9.3429, P: hold annual conference, cluster20


X: 4.0075, Y: 9.5358, P: have attendee, cluster-1


X: -1.0685, Y: 13.7807, P: involve disclosure violation, cluster26


X: -1.5748, Y: 11.0275, P: propose regulation, cluster5


X: 0.2874, Y: 11.4859, P: is calculated as, cluster4


X: -0.6749, Y: 12.5244, P: published in, cluster8


X: 0.7777, Y: 9.2282, P: effective from, cluster3


X: -1.0919, Y: 13.8065, P: involve false information disclosure, cluster26


X: -3.3926, Y: 8.9988, P: has depository receipt, cluster31


X: 4.5732, Y: 7.4199, P: is assistant managing director, cluster36


X: 4.23, Y: 7.6962, P: is กรรมการและผู้จัดการ, cluster36


X: 2.3541, Y: 9.7081, P: is เลขาธิการ, cluster18


X: -4.8967, Y: 9.0812, P: research investment behavior, cluster10


X: -3.9943, Y: 10.0273, P: research trigger fund, cluster17


X: -3.3134, Y: 9.7865, P: provide financial assistance, cluster17


X: 4.5832, Y: 7.4996, P: is director general, cluster36


X: 1.4729, Y: 10.1021, P: consult focus group, cluster0


X: -1.6707, Y: 11.3553, P: amend regulations, cluster5


X: 1.3752, Y: 13.805, P: use as tool for crime, cluster19


X: -2.7772, Y: 10.7984, P: revoke investment advisor license, cluster61


X: 2.7466, Y: 10.3416, P: express gratitude, cluster18


X: 4.7956, Y: 7.3195, P: is the secretary general of, cluster36


X: -1.9574, Y: 9.2392, P: is the head of advocacy for the asia-pacific region of, cluster25


X: 3.7376, Y: 18.3261, P: is the esg practice lead of, cluster70


X: -3.6714, Y: 5.5085, P: assist involve manipulate stock price, cluster-1


X: 0.9997, Y: 15.8772, P: receive appreciation certificate PDPA, cluster71


X: -1.262, Y: 10.8185, P: regulate and supervise, cluster5


X: 3.4484, Y: 12.9973, P: have system to manage and reduce risk, cluster44


X: -1.5495, Y: 10.8176, P: reduce burden and obstacles from unnecessary regulations, cluster5


X: -1.4542, Y: 11.1955, P: ปรับปรุงหลักเกณฑ์เกี่ยวกับการจัดตั้ง ย้ายสำนักงานหรือสาขา, cluster5


X: 2.6975, Y: 11.22, P: รับฟังความคิดเห็น, cluster24


X: -1.1329, Y: 14.1157, P: falsify documents, cluster26


X: -0.0781, Y: 10.495, P: issue proposal, cluster1


X: -4.2498, Y: 9.9176, P: improve fast track approval of mutual fund establishment, cluster17


X: -4.3783, Y: 9.813, P: allow investment ratio flexibility for mutual funds, cluster17


X: -2.0555, Y: 12.2766, P: seek feedback on proposed changes, cluster40


X: -5.1757, Y: 10.1871, P: must comply with Net Capital requirement, cluster-1


X: -3.9884, Y: 7.8638, P: involve misappropriation of assets, cluster7


X: 4.2989, Y: 9.1048, P: held an event, cluster-1


X: -0.3021, Y: 9.8021, P: provided resources, cluster1


X: -3.0729, Y: 8.3019, P: accuse of involve inside trading, cluster7


X: -0.3938, Y: 12.5583, P: order to submit document within 7 days, cluster8


X: 2.7834, Y: 14.3691, P: order to suspend private placement offering, cluster45


X: -4.7728, Y: 10.3316, P: promote long term saving investment, cluster-1


X: -3.0593, Y: 7.4626, P: enable transfer PVD to RMF, cluster7


X: -4.7571, Y: 10.3598, P: benefit from continuous long term saving, cluster-1


X: -4.7975, Y: 9.1314, P: have freedom in choosing investment policy, cluster10


X: -1.0491, Y: 1.9671, P: receive tax benefits equivalent to keeping money in PVD, cluster63


X: -3.0594, Y: 7.4385, P: can count PVD membership continuously with RMF, cluster7


X: -1.1165, Y: 1.9978, P: receive tax exemption when qualified according to criteria set by Revenue Department, cluster63


X: -3.0628, Y: 7.4548, P: ready to transfer PVD to existing RMF, cluster7


X: -1.1034, Y: 8.994, P: expected to gradually adjust internal systems to support this service, cluster25


X: -3.0597, Y: 7.4544, P: support transfer of PVD to RMF, cluster7


X: 6.4483, Y: 7.5898, P: aim to help Thai people have good quality of life after retirement, cluster48


X: 9.7314, Y: 7.6671, P: propose update cyber resilience standards, cluster68


X: -0.2672, Y: 9.2904, P: support role of, cluster2


X: 3.2072, Y: 9.4171, P: develop training program for, cluster18


X: 1.646, Y: 12.2979, P: set qualification for, cluster21


X: -1.7167, Y: 11.1811, P: propose revise regulation, cluster5


X: -1.7161, Y: 11.2766, P: propose amendment regulation, cluster5


X: -1.638, Y: 11.4205, P: approve amendment regulation, cluster5


X: -2.4, Y: 12.0878, P: open consultation draft regulation, cluster40


X: 5.3715, Y: 13.1226, P: issue hearing paper, cluster64


X: -4.2998, Y: 9.8807, P: relax criterias for mutual fund investment, cluster17


X: -5.1478, Y: 10.3214, P: support using technology in capital market, cluster-1


X: -3.9436, Y: 11.0113, P: issuance equity based crowdfunding regulation, cluster-1


X: -5.7787, Y: 12.0931, P: sustainable development goal, cluster52


X: -1.9556, Y: 10.232, P: modify public offering guidelines, cluster47


X: 0.0722, Y: 10.1196, P: give guarantee, cluster1


X: -1.6667, Y: 12.069, P: plan to revise announcement, cluster40


X: 5.3426, Y: 9.3155, P: organize forum, cluster20


X: 4.7065, Y: 7.8437, P: be chairman, cluster36


X: 0.1189, Y: 13.6426, P: submit complaint to SEC, cluster-1


X: 1.4976, Y: 13.1471, P: misconduct as executive or director, cluster19


X: 0.9802, Y: 8.2996, P: start framework with, cluster3


X: -1.2349, Y: 11.2356, P: modify rule for, cluster5


X: 5.3564, Y: 13.0958, P: issue public hearing for, cluster64


X: -0.6456, Y: 12.6346, P: publish document about, cluster8


X: -1.1522, Y: 11.1805, P: impose new criteria, cluster5


X: -0.6046, Y: 12.704, P: publish discussion paper, cluster8


X: -4.6125, Y: 6.088, P: reduce purchase proportion of shares, cluster35


X: -1.5407, Y: 12.6141, P: issued announcement, cluster40


X: -1.4571, Y: 10.8998, P: has regulation, cluster5


X: -3.9216, Y: 7.5505, P: manage asset, cluster27


X: 2.9631, Y: 12.7425, P: be protected, cluster44


X: -2.4726, Y: 12.7934, P: can give feedback, cluster40


X: -4.3119, Y: 5.7992, P: buy shares and increase capital, cluster35


X: -2.8244, Y: 5.8203, P: fair value lower than purchase price, cluster6


X: 1.0735, Y: 7.6169, P: involve front running, cluster-1


X: -2.38, Y: 12.146, P: publish draft rules, cluster40


X: -0.7081, Y: 12.613, P: publish site, cluster8


X: -3.8169, Y: 10.0609, P: require non-profit, cluster17


X: 0.2912, Y: 12.3023, P: require statutes, cluster8


X: 1.1334, Y: 12.7187, P: require code of conduct, cluster21


X: 4.9285, Y: 9.4733, P: organize meeting with, cluster20


X: 4.8895, Y: 9.4653, P: support organize meeting with, cluster20


X: 1.3524, Y: 8.7112, P: founded in, cluster3


X: 1.9112, Y: 8.429, P: has member country, cluster23


X: 6.2868, Y: 11.1278, P: involved in pump and dump scheme, cluster55


X: -0.1719, Y: 9.2258, P: support disabled people, cluster2


X: 4.7448, Y: 7.3283, P: is secretary, cluster36


X: -3.6907, Y: 16.7841, P: warn about investment in solar power plant project, cluster57


X: -3.7049, Y: 16.7903, P: plan to invest in solar power plant project, cluster57


X: -3.71, Y: 16.8016, P: has solar power plant project, cluster57


X: -3.6734, Y: 16.7524, P: need shareholder approval for investment in solar power plant project, cluster57


X: -3.672, Y: 16.7739, P: recommend against investment in solar power plant project, cluster57


X: -3.8685, Y: 7.349, P: have high asset value fluctuation, cluster12


X: -5.1588, Y: 10.4416, P: endorse sustainable capital market development guidelines, cluster-1


X: 5.205, Y: 12.2454, P: sign MOU to facilitate cross-border securities research, cluster41


X: 5.2053, Y: 12.2584, P: sign MOU on disclosure of information, cluster41


X: 2.1839, Y: 8.1234, P: initiate information exchange network, cluster23


X: -3.9522, Y: 9.4009, P: chair ACMF working group on capital market professionals mobility, cluster17


X: -3.9211, Y: 9.3666, P: participate in ACMF working group on capital market professionals mobility, cluster17


X: -1.5176, Y: 15.463, P: allow REIT buy-back to invest in leasehold, cluster67


X: 0.3784, Y: 4.1761, P: warned shareholders, cluster42


X: -4.9904, Y: 7.4832, P: proposed shareholders, cluster27


X: 0.6231, Y: 12.0997, P: should study, cluster15


X: 4.0659, Y: 9.4858, P: should attend, cluster-1


X: 4.4429, Y: 5.9883, P: should use voting rights, cluster49


X: -4.96, Y: 7.6, P: urges shareholders, cluster27


X: 1.3862, Y: 11.7693, P: has no experience, cluster15


X: -1.7495, Y: 11.8935, P: propose to update, cluster5


X: -4.0262, Y: 7.8275, P: involved in misappropriation of investor assets, cluster27


X: 5.0927, Y: 9.3039, P: hold webinar, cluster20


X: 5.1489, Y: 9.3278, P: participate in webinar, cluster20


X: 0.9676, Y: 3.6164, P: detect fraud, cluster42


X: -2.3248, Y: 12.4188, P: published draft announcement, cluster40


X: -1.2408, Y: 11.206, P: modify rule, cluster5


X: 0.8268, Y: 11.4638, P: require action, cluster15


X: -4.2184, Y: 9.9212, P: regulate and develop mutual fund business, cluster17


X: 1.2077, Y: 12.1966, P: require providers to conduct suitability test, cluster21


X: 0.7243, Y: 8.9804, P: disclose information clearly and compare performance, cluster3


X: -1.1234, Y: 8.9734, P: allow clients to access services through new technologies, cluster25


X: -1.1423, Y: 13.4101, P: identify issues in disclosure of information, cluster26


X: -1.4067, Y: 12.6675, P: enhance advertising guidelines, cluster-1


X: -1.767, Y: 11.6941, P: update other related criteria, cluster5


X: -4.7973, Y: 8.4777, P: advise investors to read details carefully, cluster10


X: -4.4537, Y: 9.0553, P: advise investors to make informed investment decisions, cluster10


X: -4.7743, Y: 8.4457, P: respond to investor inquiries, cluster10


X: 7.3274, Y: 4.1344, P: solicit investment IPO fraudulently, cluster38


X: 0.6831, Y: 12.0465, P: has academic work, cluster15


X: 0.4686, Y: 4.1136, P: warn about investment risk, cluster42


X: -1.3926, Y: 10.8422, P: not regulated, cluster5


X: -0.1337, Y: 11.7632, P: have sufficient information, cluster4


X: 1.3741, Y: 10.6925, P: be independent, cluster0


X: 4.9947, Y: 5.957, P: prohibit shareholders from attending AGM, cluster49


X: 0.6231, Y: 13.0804, P: issue legal opinion, cluster19


X: 0.634, Y: 13.0125, P: consider legal opinions, cluster21


X: -0.9489, Y: 11.3728, P: approve guidelines, cluster5


X: -0.3857, Y: 11.1705, P: comply with guidelines, cluster4


X: 8.8239, Y: 11.0227, P: facilitate debt issuance, cluster28


X: -3.3057, Y: 9.8351, P: give financial assistance, cluster17


X: -3.3021, Y: 9.8052, P: comment on financial assistance, cluster17


X: -1.2747, Y: 5.626, P: calculate loss from financial assistance, cluster22


X: -2.7407, Y: 12.9901, P: respond to IFA comment, cluster43


X: 6.3259, Y: 16.3306, P: decide to collect interest difference, cluster62


X: 6.3647, Y: 16.297, P: pay interest difference, cluster62


X: -3.0384, Y: 8.4227, P: allow as base trading pair, cluster7


X: 3.3409, Y: 13.9256, P: remove as base trading pair, cluster51


X: -2.9656, Y: 4.3477, P: calculate turnover list, cluster11


X: -2.2844, Y: 6.6016, P: save cost and time, cluster-1


X: 1.4864, Y: 10.2496, P: definition, cluster0


X: -1.2172, Y: 14.2445, P: falsify accounting documents, cluster26


X: -1.6592, Y: 11.3651, P: propose amend rules, cluster5


X: 1.8258, Y: 5.1517, P: propose exempt license, cluster60


X: -2.0355, Y: 8.7191, P: must make agreement with customer, cluster25


X: -1.9859, Y: 11.7251, P: propose repeal criteria, cluster5


X: -1.1821, Y: 8.9957, P: propose elevate services, cluster25


X: -3.9964, Y: 10.7041, P: open fundraising channels, cluster-1


X: -2.9968, Y: 8.2468, P: involved in trading on behalf of others, cluster7


X: 1.3317, Y: 12.9519, P: violated company policies, cluster21


X: -4.0967, Y: 16.0595, P: participate in sandbox testing, cluster57


X: -4.0556, Y: 11.0943, P: propose exempt crowdsourcing investment advisory, cluster-1


X: -4.0428, Y: 11.0725, P: define crowdsourcing investment advisory, cluster-1


X: -4.0584, Y: 11.0871, P: require crowdsourcing investment advisory to register, cluster-1


X: -4.0508, Y: 11.0806, P: prohibit crowdsourcing investment advisory from engaging in investment advisory business, cluster-1


X: -4.0516, Y: 11.0941, P: require crowdsourcing investment advisory to comply with relevant laws, cluster-1


X: -4.0655, Y: 11.1052, P: prohibit crowdsourcing investment advisory from engaging in unfair trading practices, cluster-1


X: -1.4507, Y: 11.0096, P: improve regulations, cluster5


X: 0.1848, Y: 6.582, P: expand scope of services, cluster29


X: 3.0492, Y: 6.6541, P: prepare for global competition, cluster56


X: 6.6543, Y: 7.5656, P: allow thai investors to invest overseas, cluster48


X: -0.2223, Y: 10.8164, P: set principle for, cluster4


X: -0.6785, Y: 11.4354, P: approve principle, cluster4


X: -0.2892, Y: 10.8274, P: open for comment on principle of, cluster4


X: -1.4635, Y: 12.7592, P: announce without clear information, cluster-1


X: 0.9369, Y: 8.8462, P: introduce, cluster3


X: 1.6707, Y: 9.9433, P: also known as, cluster0


X: 4.4385, Y: 7.5919, P: work as director of, cluster36


X: 4.7696, Y: 7.2762, P: work as secretary general of, cluster36


X: 4.7095, Y: 7.8374, P: work as chairman of, cluster36


X: -4.793, Y: 6.7297, P: acquire stake, cluster35


X: 8.3603, Y: 11.024, P: collateral for loan, cluster28


X: -0.8646, Y: 11.6814, P: consider ratification, cluster5


X: -4.7471, Y: 7.8153, P: need shareholder approval, cluster27


X: 0.4456, Y: 10.402, P: have option, cluster1


X: 5.1622, Y: 9.4443, P: hold conference, cluster20


X: 8.9585, Y: 10.1594, P: issue local currency bond, cluster33


X: 8.9574, Y: 10.0271, P: develop regional bond market, cluster33


X: 8.9945, Y: 10.012, P: pilot AMBIF bond issuance, cluster33


X: -3.8479, Y: 10.0666, P: provide funding opportunities, cluster17


X: -4.8684, Y: 9.5122, P: offer investment diversification, cluster10


X: -4.5603, Y: 9.5438, P: propose update principle for investment company, cluster10


X: -1.0636, Y: 13.8223, P: violate publish false information, cluster26


X: 0.6866, Y: 4.8779, P: do not support digital asset, cluster42


X: 0.7102, Y: 4.8247, P: must consider risk of digital asset, cluster42


X: -2.7234, Y: 8.1904, P: must follow rules for significant transaction, cluster7


X: -1.1663, Y: 13.2293, P: must be careful of disclosed information, cluster26


X: -4.1333, Y: 10.1182, P: propose change fund management method, cluster17


X: 4.9055, Y: 9.429, P: allow electronic meeting, cluster20


X: 6.4705, Y: 7.5891, P: prepare to use technology and communication for thai capital market, cluster48


X: 3.7816, Y: 18.2642, P: support ESG investment, cluster70


X: 3.7647, Y: 18.2823, P: issue ESG disclosure standard, cluster70


X: 3.8808, Y: 10.3597, P: collaborate with ACMF, cluster34


X: 3.7756, Y: 18.2735, P: state importance of ESG investment, cluster70


X: -5.176, Y: 10.4164, P: commit to promoting sustainable capital market, cluster-1


X: -2.0258, Y: 9.2576, P: issue regulation to support ASEAN SRFS, cluster25


X: 0.3594, Y: 4.2186, P: warn shareholder, cluster42


X: -5.3877, Y: 9.0719, P: intend invest, cluster10


X: -0.6842, Y: 16.5204, P: establish joint venture, cluster67


X: -0.2557, Y: 12.4952, P: submit proposal, cluster8


X: 4.725, Y: 11.5646, P: not provide contract to IFA, cluster41


X: -4.4179, Y: 8.8064, P: suggest not approve investment, cluster10


X: -3.9358, Y: 10.2544, P: update fund regulation, cluster17


X: -2.0959, Y: 11.8447, P: draft bill amend tax code, cluster40


X: -2.0556, Y: 11.7426, P: approve bill amend tax code, cluster40


X: -1.1047, Y: 1.951, P: propose tax exemption, cluster63


X: 1.368, Y: 12.2174, P: issue announcement to update qualification criteria, cluster21


X: 5.3669, Y: 13.11, P: announced public hearing, cluster64


X: -0.8252, Y: 11.6632, P: approve filing, cluster5


X: -0.2982, Y: 9.2884, P: initiate and support, cluster2


X: -1.4198, Y: 11.5404, P: propose to revise, cluster5


X: -0.415, Y: 12.8168, P: submit machine readable report, cluster8


X: -3.3268, Y: 10.6361, P: propose to revise the criteria of trust, cluster61


X: 2.1779, Y: 10.2178, P: involved in, cluster0


X: -1.231, Y: 14.3035, P: falsify accounting, cluster26


X: 1.0989, Y: 13.245, P: violate law, cluster19


X: 5.028, Y: 13.5962, P: publish consultation, cluster64


X: 1.1111, Y: 9.1831, P: have objective, cluster3


X: -1.8756, Y: 10.3526, P: issue ICO regulations, cluster47


X: 5.4407, Y: 2.6839, P: outsource ICO tasks, cluster81


X: -1.7833, Y: 10.233, P: not outsource ICO core tasks, cluster47


X: 5.4434, Y: 2.6878, P: submit outsourcing details, cluster81


X: -1.2442, Y: 9.958, P: monitor ICO portals, cluster47


X: -1.7548, Y: 11.8019, P: notify GLT of changes, cluster5


X: -1.8853, Y: 10.3567, P: update ICO regulations, cluster47


X: -1.8984, Y: 10.3497, P: enforce ICO regulations, cluster47


X: -1.8597, Y: 10.3548, P: comply with ICO regulations, cluster47


X: 0.6509, Y: 12.109, P: have research work, cluster15


X: 0.6462, Y: 12.1656, P: research about, cluster21


X: 1.1947, Y: 13.8281, P: punished by SEC, cluster19


X: -3.9673, Y: 8.9405, P: ปรับปรุงเกณฑ์คุณสมบัติผู้ขออนุญาตเสนอขายหลักทรัพย์ที่ออกใหม่, cluster31


X: 1.8753, Y: 10.2623, P: เปิดเผยว่า, cluster0


X: -1.8542, Y: 10.6891, P: มีมติเห็นชอบการปรับปรุงหลักเกณฑ์เกี่ยวกับคุณสมบัติของบริษัทนอกตลาดหลักทรัพย์, cluster47


X: 1.5657, Y: 13.2387, P: มีประวัติหรือมีพฤติกรรมไม่เหมาะสมอย่างร้ายแรง, cluster19


X: -1.5453, Y: 10.0254, P: order clarify, cluster47


X: 4.3895, Y: 15.5654, P: order expand audit, cluster53


X: -1.6992, Y: 11.599, P: study to revise laws, cluster5


X: 2.5972, Y: 7.2978, P: effect date, cluster-1


X: -0.5789, Y: 12.9452, P: order to accelerate submission of report, cluster8


X: -1.9617, Y: 13.5663, P: request to extend the submission of the report, cluster26


X: -1.9567, Y: 13.6806, P: not approve to extend the submission of the report, cluster26


X: -0.9465, Y: 13.4461, P: have not submitted complete information, cluster26


X: -1.1225, Y: 13.1708, P: order to disclose complete information, cluster26


X: 0.5358, Y: 13.4161, P: did not comply with the order of SEC, cluster19


X: -1.8221, Y: 11.1978, P: announce regulation revision, cluster5


X: -5.1364, Y: 7.4217, P: propose amendment definition major shareholder, cluster27


X: -0.1851, Y: 9.222, P: is head advocacy apac, cluster2


X: 3.6944, Y: 18.3692, P: is esg practice lead, cluster70


X: 3.8186, Y: 8.0134, P: appoint spokesperson, cluster-1


X: -5.0183, Y: 14.647, P: cannot receive bribe, cluster84


X: 2.7103, Y: 14.2798, P: impose suspension, cluster45


X: 1.7402, Y: 12.215, P: not act responsibly diligently, cluster21


X: -1.6675, Y: 6.2991, P: proposed reduce burden on fundraising, cluster22


X: 0.9915, Y: 7.5909, P: front running, cluster-1


X: -0.7018, Y: 10.1695, P: fix operation, cluster-1


X: 0.4673, Y: 4.1352, P: warn about investing in token, cluster42


X: 1.412, Y: 13.2075, P: have employee violate regulation, cluster19


X: -3.8722, Y: 10.8075, P: promote fundraising, cluster-1


X: -1.3371, Y: 11.1688, P: approve regulation, cluster5


X: -0.4554, Y: 10.5715, P: adjust listing requirements, cluster1


X: -3.2259, Y: 8.7663, P: use investor account, cluster31


X: -2.9074, Y: 13.7421, P: facilitate insider trading, cluster43


X: -4.6911, Y: 8.8566, P: define new investor category, cluster10


X: 1.6168, Y: 10.1499, P: is similar to, cluster0


X: -4.9991, Y: 9.1582, P: unlimited investment amount, cluster10


X: -2.7661, Y: 13.0074, P: accept comment by email, cluster43


X: -2.7594, Y: 12.9946, P: accept comment by fax, cluster43


X: -1.219, Y: 13.3188, P: update disclosure criteria, cluster26


X: 0.6795, Y: 4.8823, P: announced rule for digital asset business, cluster42


X: 0.2573, Y: 9.4409, P: develop plan, cluster-1


X: 1.3456, Y: 11.95, P: not comply, cluster15


X: -3.6248, Y: 5.7219, P: create price of stock, cluster6


X: -1.868, Y: 14.137, P: must submit financial statements, cluster26


X: 0.8108, Y: 4.7542, P: deny license digital asset, cluster42


X: 0.3367, Y: 11.6915, P: compliance AML, cluster4


X: -0.5688, Y: 10.758, P: cross default, cluster-1


X: 2.0642, Y: 11.8426, P: has authority over, cluster24


X: 5.0263, Y: 5.9455, P: prohibit shareholder from attending meeting, cluster49


X: 0.3263, Y: 12.3564, P: consider law in, cluster8


X: 5.0024, Y: 5.9376, P: find prohibition of shareholder attendance illegal, cluster49


X: 5.0509, Y: 5.8416, P: specify right of shareholder to attend meeting, cluster49


X: 4.5692, Y: 5.8479, P: specify right of shareholder to vote, cluster49


X: 4.1852, Y: 7.7822, P: specify duty of company directors and executives, cluster36


X: 4.8895, Y: 7.9787, P: will investigate chairman of the board of directors, cluster36


X: 1.5378, Y: 13.0033, P: specify penalty for non-compliance with directors' and executives' duties, cluster21


X: -4.3093, Y: 7.2024, P: investigate takeover of NMG, cluster27


X: 2.7031, Y: 14.3276, P: lift restrictions, cluster45


X: 4.628, Y: 15.3966, P: ask to cooperate audit, cluster53


X: 4.4842, Y: 15.4887, P: have limited audit scope, cluster53


X: 4.5593, Y: 15.4287, P: limit audit scope, cluster53


X: 1.6934, Y: 12.2433, P: opinion with qualification, cluster21


X: 3.5889, Y: 10.197, P: establish working group, cluster34


X: 4.004, Y: 13.911, P: approved cryptocurrency license, cluster51


X: 4.0049, Y: 13.9074, P: rejected cryptocurrency license, cluster51


X: 4.0056, Y: 13.915, P: under review cryptocurrency license, cluster51


X: -4.0604, Y: 7.9736, P: help involve embezzlement, cluster7


X: 5.2727, Y: 7.0509, P: is minister of, cluster-1


X: 4.699, Y: 7.2769, P: is undersecretary of, cluster36


X: -4.0771, Y: 10.0084, P: publish gudelines for mutual fund approval, cluster17


X: 4.954, Y: 8.0732, P: obstruct board meeting, cluster36


X: -3.2688, Y: 8.4879, P: receive order to trade on behalf of investor, cluster7


X: 1.3637, Y: 12.3693, P: not comply with company policy, cluster21


X: -0.3397, Y: 12.6952, P: submit document, cluster8


X: 2.7278, Y: 14.2557, P: suspend person, cluster45


X: -2.481, Y: 9.3306, P: not record order, cluster-1


X: 3.5112, Y: 13.1438, P: detect ICO risk, cluster51


X: -4.7572, Y: 10.8811, P: revise Private Placement rules, cluster-1


X: 0.0071, Y: 13.177, P: submit dispute, cluster-1


X: 0.2974, Y: 13.6447, P: receive dispute, cluster-1


X: -3.5642, Y: 8.5105, P: unauthorized securities business, cluster31


X: 8.7376, Y: 11.0497, P: support issuance debt and fund cross border, cluster28


X: 6.3209, Y: 7.6597, P: allow foreign issuer issue sukuk in Thailand, cluster48


X: 9.032, Y: 9.5084, P: allow single bondholder representative from ASEAN MOU countries, cluster-1


X: -1.9795, Y: 9.31, P: allow Thai issuers to file under ASEAN Disclosure Standards, cluster47


X: 6.7979, Y: 7.6641, P: allow foreign issuers to issue Thai baht denominated debt securities, cluster48


X: 3.8932, Y: 17.9911, P: may exempt Thai fund management companies from certain Thai regulations for overseas fund offerings, cluster70


X: 1.6052, Y: 13.1807, P: have wrongful behavior, cluster19


X: -3.1246, Y: 14.7006, P: issue measures to increase liquidity and manage liquidity risk of mutual funds, cluster72


X: -1.8488, Y: 14.1688, P: order to submit financial statement, cluster26


X: -0.8182, Y: 10.4269, P: has internal control problem, cluster-1


X: -2.0035, Y: 13.522, P: request special audit extension, cluster43


X: 4.4091, Y: 15.5691, P: release special audit result, cluster53


X: 0.3623, Y: 7.1415, P: seek benefit, cluster29


X: 2.5504, Y: 6.1785, P: receive reward, cluster56


X: -0.9355, Y: 13.4679, P: not provide information, cluster26


X: 2.9015, Y: 13.3484, P: not provide warning, cluster44


X: -2.6629, Y: 8.0105, P: not receive interest, cluster7


X: -3.275, Y: 5.6936, P: involved in price manipulation, cluster6


X: -1.339, Y: 11.3843, P: revised guidelines, cluster5


X: -3.1209, Y: 8.4987, P: accept order to trade without permission, cluster7


X: -3.1587, Y: 8.4984, P: make decision to trade without permission, cluster7


X: -2.9029, Y: 8.722, P: use client account to trade for personal gain, cluster-1


X: 1.9005, Y: 5.0726, P: bar from applying for license, cluster60


X: 0.2878, Y: 9.0609, P: propose project, cluster14


X: -0.4361, Y: 12.7181, P: fail to provide document, cluster8


X: 3.2757, Y: 8.963, P: open recruitment, cluster-1


X: 7.3508, Y: 4.1464, P: make false claim about IPO, cluster38


X: 3.0262, Y: 13.2604, P: warn about ICO, cluster44


X: 3.5956, Y: 8.8523, P: has employee, cluster-1


X: -1.8589, Y: 9.5876, P: use line and phone to receive order, cluster47


X: 1.1146, Y: 13.2944, P: violate security law, cluster19


X: -1.9764, Y: 11.6135, P: update policy, cluster5


X: 3.0677, Y: 14.82, P: suspends investment advisors license, cluster45


X: -1.3858, Y: 11.0283, P: review and improve regulations, cluster5


X: 1.1031, Y: 8.9215, P: work with AIMC, cluster3


X: -0.5745, Y: 11.1336, P: set guidelines, cluster4


X: -0.4077, Y: 11.1348, P: follow guidelines, cluster4


X: -1.9577, Y: 14.1279, P: did not submit financial statement on time, cluster26


X: -1.6769, Y: 14.1776, P: fabricate financial statement, cluster26


X: 1.9693, Y: 12.9371, P: prohibited from being a director or executive in a public company, cluster-1


X: 5.445, Y: 2.6803, P: adjust outsource criteria, cluster81


X: 5.4427, Y: 2.6824, P: can outsource, cluster81


X: 9.0803, Y: 9.5761, P: is representative of bondholders, cluster33


X: -0.881, Y: 7.4737, P: adjust business criteria, cluster9


X: 5.1218, Y: 5.8115, P: request attend shareholder meeting, cluster49


X: -2.4767, Y: 12.8099, P: seek feedback, cluster40


X: 9.0024, Y: 9.4561, P: cancel bondholder meeting, cluster-1


X: 8.9302, Y: 10.3374, P: default on bond payment, cluster33


X: 1.4116, Y: 13.2561, P: penalize employee, cluster19


X: 7.8085, Y: 7.5224, P: num sub projects, cluster82


X: 7.8099, Y: 7.5174, P: complete sub projects, cluster82


X: 7.811, Y: 7.5194, P: sub projects type, cluster82


X: 7.8101, Y: 7.5195, P: sub projects in progress, cluster82


X: -1.5348, Y: 6.2731, P: expected reduce burden, cluster22


X: 1.9533, Y: 7.621, P: expected reduce time, cluster23


X: -1.7277, Y: 6.9833, P: expected reduce paper, cluster39


X: -0.7407, Y: 12.6205, P: will publish, cluster8


X: 1.4335, Y: 10.4819, P: will accept, cluster0


X: 0.1773, Y: 8.2675, P: create opportunity for, cluster14


X: 1.4268, Y: 10.385, P: subject to, cluster0


X: 4.7029, Y: 15.3594, P: collaborate for improving audit quality and capital market transparency, cluster53


X: -1.994, Y: 9.276, P: host ASEAN Audit Regulators Group Meeting, cluster25


X: 4.7332, Y: 15.3198, P: discuss audit quality indicators, cluster53


X: 4.3834, Y: 15.5749, P: discuss new audit report, cluster53


X: 4.7078, Y: 15.3492, P: endorse audit quality indicators, cluster53


X: 4.7201, Y: 15.3311, P: develop audit quality indicators framework, cluster53


X: 4.3861, Y: 15.5749, P: welcome new audit report, cluster53


X: 4.3658, Y: 15.6035, P: regard new audit report as an opportunity, cluster53


X: 4.703, Y: 15.3482, P: emphasize collaboration between regulators and auditors, cluster53


X: 1.3161, Y: 8.743, P: established in 2011, cluster3


X: 4.724, Y: 15.3319, P: aim to promote cooperation among audit regulators, cluster53


X: 4.6323, Y: 15.3618, P: support International Forum of Independent Audit Regulators (IFIAR), cluster53


X: 4.6646, Y: 15.3557, P: regulate business and auditors, cluster53


X: -0.712, Y: 7.7075, P: promote business development, cluster9


X: -1.4238, Y: 7.6515, P: registered 473,404 business entities, cluster39


X: 4.6826, Y: 15.3664, P: registered 1,053 auditors, cluster53


X: 1.3136, Y: 8.7271, P: established in 2010, cluster3


X: 4.668, Y: 15.3748, P: regulate auditors of public interest entities, cluster53


X: 4.6707, Y: 15.3725, P: registered 306 auditors, cluster53


X: 4.6352, Y: 15.3874, P: registered 51 audit firms, cluster53


X: 4.665, Y: 15.3686, P: approved 10 overseas auditors, cluster53


X: 4.6483, Y: 15.3796, P: represent 6 multinational audit firms, cluster53


X: -5.0243, Y: 14.6557, P: have authority to pay bribe, cluster84


X: -5.0135, Y: 14.647, P: define bribe condition, cluster84


X: -3.6026, Y: 6.4506, P: recommend to sell, cluster12


X: -3.4114, Y: 6.5094, P: not recommend to sell, cluster6


X: -3.0433, Y: 7.461, P: update PVD and RMF rules, cluster7


X: 0.5242, Y: 11.1541, P: issue statement, cluster15


X: 4.9628, Y: 9.6243, P: organize panel discussion, cluster20


X: -4.9979, Y: 9.2563, P: recommend investment, cluster10


X: 0.0464, Y: 11.3528, P: offer knowledge, cluster4


X: -0.2139, Y: 9.7544, P: provide tool, cluster1


X: -5.1195, Y: 10.2716, P: consider mechanism and instrument in capital market, cluster-1


X: -1.5529, Y: 15.4058, P: introduce REIT buy-back, cluster67


X: -3.9708, Y: 10.7251, P: agree that REIT buy-back is interesting fundraising channel, cluster-1


X: 6.508, Y: 7.5684, P: discuss with Thai Chamber of Commerce and SEC, cluster48


X: -3.9742, Y: 10.6847, P: recommend other fundraising channels, cluster-1


X: -4.0003, Y: 10.6733, P: open other fundraising channels, cluster-1


X: 1.1262, Y: 9.1616, P: has objective, cluster3


X: 3.4647, Y: 8.996, P: has job title, cluster-1


X: -2.9338, Y: 13.7041, P: accuses of insider trading, cluster43


X: -2.842, Y: 8.9322, P: has problem with account system, cluster-1


X: 0.99, Y: 3.5436, P: support fraudulent activity, cluster42


X: 1.0485, Y: 3.6234, P: fraudulent activity, cluster42


X: 3.0433, Y: 9.496, P: organize project, cluster18


X: 2.8967, Y: 10.2969, P: cover member, cluster18


X: 0.2612, Y: 10.8037, P: issue requirement, cluster1


X: -0.8042, Y: 10.9511, P: adjust requirement, cluster5


X: -4.8407, Y: 8.6794, P: define investor type, cluster10


X: 8.6695, Y: 9.9147, P: extend maturity date of bond, cluster33


X: 6.4739, Y: 16.1936, P: change interest rate of bond, cluster62


X: 4.3487, Y: 6.1414, P: recommend vote, cluster49


X: -3.035, Y: 16.3963, P: sell electricity, cluster57


X: 1.7507, Y: 2.7522, P: construct gas power plant, cluster50


X: -3.0655, Y: 16.4278, P: expired electricity contract, cluster57


X: 0.6913, Y: 4.8519, P: illegal digital asset offering, cluster42


X: 0.9812, Y: 3.5964, P: involve fraud trading, cluster42


X: 1.1028, Y: 13.8853, P: violate civil penalty, cluster19


X: 4.6852, Y: 15.3556, P: adjust auditor rotation criteria, cluster53


X: 4.6902, Y: 15.3499, P: issue auditor rotation guidelines, cluster53


X: 1.4104, Y: 13.1964, P: have staff involved in misconduct, cluster19


X: -0.9195, Y: 11.6746, P: revise approval criteria, cluster5


X: 0.723, Y: 13.4988, P: meet about case, cluster19


X: 1.3795, Y: 12.726, P: obstruct company operation, cluster21


X: 3.5604, Y: 8.8756, P: has former employee, cluster-1


X: 0.6586, Y: 4.9196, P: provide digital asset trading platform, cluster42


X: 0.6895, Y: 4.8437, P: unauthorized digital asset business, cluster42


X: -1.7468, Y: 14.145, P: has financial statement issue, cluster26


X: -1.8476, Y: 14.1345, P: send revised financial statement, cluster26


X: -1.7365, Y: 14.0604, P: disclose financial statement issue, cluster26


X: -2.9084, Y: 8.6114, P: provide account for trading, cluster-1


X: -1.4181, Y: 11.4486, P: modify work plan, cluster5


X: 2.7321, Y: 14.2269, P: order to suspend operation, cluster45


X: -1.2989, Y: 11.6093, P: submit rectification plan, cluster5


X: -1.3136, Y: 11.5721, P: approve rectification plan, cluster5


X: -0.3155, Y: 11.0632, P: must follow conditions, cluster4


X: 1.3655, Y: 7.7147, P: can resume operation, cluster23


X: -3.0509, Y: 7.7283, P: must allow customer to withdraw, cluster7


X: 0.9778, Y: 3.6128, P: involve financial fraud, cluster42


X: 3.1329, Y: 14.8818, P: suspend person as investment advisor, cluster45


X: -0.3973, Y: 13.284, P: forge signature on investment document, cluster-1


X: 0.5914, Y: 12.1576, P: write research, cluster15


X: -1.7676, Y: 11.7027, P: considering amend law, cluster5


X: 2.7145, Y: 14.2498, P: order suspension, cluster45


X: 0.2514, Y: 9.6651, P: has plan to, cluster1


X: -0.8388, Y: 11.6607, P: has been approved by, cluster5


X: 5.0763, Y: 13.4728, P: opened public consultation, cluster64


X: -2.4109, Y: 11.0366, P: revoke registration, cluster61


X: -2.8839, Y: 8.7789, P: misuse client account, cluster-1


X: -4.7582, Y: 7.2658, P: not report stock ownership change, cluster27


X: -1.6976, Y: 8.8799, P: not make tender offer, cluster25


X: -1.6279, Y: 11.424, P: plan to revise rules for issuing and offering DRs, cluster5


X: -1.6304, Y: 11.4205, P: issue announcement to revise DR rules, cluster5


X: -4.4707, Y: 9.683, P: adjust ratio of DR to underlying asset, cluster17


X: -2.1481, Y: 11.8474, P: propose ammendment, cluster40


X: -2.1887, Y: 11.8122, P: review ammendment, cluster40


X: 2.018, Y: 11.8419, P: have authority, cluster24


X: 1.047, Y: 11.1889, P: have expertise, cluster15


X: -1.1916, Y: 13.9071, P: show false infomation in finance report, cluster26


X: 0.9096, Y: 3.6593, P: involved in fraudulent stock trading, cluster42


X: 0.6777, Y: 4.7292, P: warn about unlicensed digital asset trading websites, cluster42


X: 0.7698, Y: 13.0782, P: ask to report suspicious activities, cluster19


X: -5.8394, Y: 5.3931, P: has position, cluster-1


X: 1.0999, Y: 8.4216, P: initiated, cluster3


X: -4.7927, Y: 8.5523, P: alert investor, cluster10


X: 4.5812, Y: 15.4215, P: submit audit committee opinion, cluster53


X: 3.9171, Y: 13.8161, P: issue warning on crypto trading risk, cluster51


X: 3.7933, Y: 13.8023, P: ban crypto deposit taking and lending, cluster51


X: -0.4566, Y: 10.6133, P: issue primary listing standard, cluster1


X: -3.5437, Y: 7.1295, P: approve sell land back to modern street, cluster12


X: -1.909, Y: 9.241, P: involve ASEAN CG Scorecard, cluster25


X: -1.9229, Y: 9.2365, P: support ASEAN CG Scorecard, cluster25


X: 0.9471, Y: 8.4161, P: high CG score, cluster3


X: -1.8604, Y: 14.1245, P: receive letter of revise financial statement, cluster26


X: 4.3931, Y: 15.5504, P: have unqualified audit report, cluster53


X: -3.1789, Y: 6.1773, P: not compare purchase and sale price, cluster6


X: 3.45, Y: 13.2802, P: request disclosure and risk warning, cluster51


X: 3.5349, Y: 13.2096, P: must disclose risk, cluster51


X: -1.1605, Y: 13.2605, P: must disclose information, cluster26


X: -1.9885, Y: 8.7995, P: must inform customer, cluster25


X: -2.0193, Y: 8.8153, P: must inform new customer, cluster25


X: -0.0305, Y: 12.0271, P: request e meeting, cluster8


X: -0.033, Y: 11.9429, P: request work from home, cluster4


X: -4.2109, Y: 9.6308, P: propose to amend investment announcement of real estate investment trust (reit), cluster17


X: 2.8374, Y: 13.8607, P: prohibit trading, cluster45


X: 1.5222, Y: 10.1291, P: has characteristic, cluster0


X: -0.4994, Y: 11.0282, P: must have rule, cluster4


X: 0.6468, Y: 12.1322, P: should research, cluster15


X: -0.4271, Y: 9.3113, P: provide support, cluster2


X: -4.9771, Y: 14.6219, P: approve bribe whistleblower, cluster84


X: -0.9777, Y: 11.8932, P: approve reward informer, cluster5


X: -0.4441, Y: 13.06, P: report info, cluster8


X: 1.0126, Y: 3.5811, P: fraudulent behavior, cluster42


X: -2.0873, Y: 13.6751, P: not allow extend submission deadline, cluster43


X: -4.8274, Y: 8.9643, P: monitor investor behavior, cluster10


X: -1.3957, Y: 8.6265, P: provide custodian service, cluster25


X: -1.6506, Y: 10.6828, P: update business criteria, cluster47


X: 2.7684, Y: 14.2803, P: order to suspend business, cluster45


X: 2.7518, Y: 14.2911, P: request to suspend business, cluster45


X: -1.1238, Y: 10.1242, P: order to fix issues, cluster47


X: -3.5387, Y: 7.6158, P: order to return assets, cluster7


X: -5.1833, Y: 7.3448, P: propose to revise definition of major shareholder, cluster27


X: -0.5934, Y: 12.6745, P: publish a document, cluster8


X: 3.0812, Y: 14.8281, P: order suspension of securities investment adviser, cluster45


X: -3.1626, Y: 8.4699, P: not trade according to order, cluster7


X: -0.6838, Y: 11.78, P: do not have authorization, cluster4


X: 1.7042, Y: 10.117, P: ร่วมจัดทำ, cluster0


X: -1.3606, Y: 11.1881, P: propose new rules, cluster5


X: 0.6495, Y: 10.7908, P: issue circular, cluster1


X: -1.0342, Y: 10.149, P: ordered company to fix operations, cluster47


X: 2.6063, Y: 14.0484, P: ordered company to stop service, cluster45


X: -2.5897, Y: 10.9537, P: recommended to revoke licence, cluster61


X: -2.6171, Y: 10.9172, P: revoked licence, cluster61


X: -1.3986, Y: 10.8357, P: responsible for regulating, cluster5


X: -4.7502, Y: 10.8761, P: plan to revise private placement rules, cluster-1


X: -1.1135, Y: 11.1444, P: propose to improve criteria, cluster5


X: -0.7568, Y: 12.6271, P: publish guideline, cluster8


X: 2.5717, Y: 7.272, P: set effective date, cluster-1


X: 0.4878, Y: 4.3702, P: warn investor about unlicensed company, cluster42


X: -3.1128, Y: 8.6901, P: not record trade order, cluster31


X: -2.1433, Y: 9.482, P: take order instead of customer, cluster47


X: -3.1529, Y: 8.5007, P: make trade for customer without order, cluster7


X: -1.2546, Y: 14.3155, P: involved in false accounting, cluster26


X: -4.9947, Y: 9.2246, P: recommend investment to public, cluster10


X: 4.5312, Y: 15.4456, P: limit scope audit, cluster53


X: 0.8487, Y: 3.7945, P: find suspicious transaction, cluster42


X: 3.5206, Y: 9.764, P: has student, cluster34


X: 3.2236, Y: 9.9722, P: learn about, cluster18


X: -0.1203, Y: 10.5117, P: accept proposal, cluster1


X: 1.1546, Y: 9.9842, P: encourage, cluster0


X: 4.618, Y: 5.8057, P: request shareholders vote, cluster49


X: -4.7367, Y: 7.7936, P: request shareholders approval, cluster27


X: -1.6888, Y: 12.0574, P: amend announcement, cluster40


X: 1.2919, Y: 12.2567, P: not perform due diligence, cluster21


X: 1.259, Y: 13.7311, P: receive excessive compensation, cluster19


X: -1.1839, Y: 13.3126, P: improve disclosure and auditor criteria, cluster26


X: 4.6345, Y: 15.3584, P: lift restriction on foreign auditors, cluster53


X: -2.0484, Y: 13.5464, P: approve special audit extension, cluster43


X: -0.9682, Y: 13.4382, P: sanction person not provide important information, cluster26


X: -0.9485, Y: 13.4465, P: not provide important information, cluster26


X: 0.9892, Y: 13.7546, P: sanctioned by SEC, cluster19


X: 2.3135, Y: 13.1555, P: must ban person, cluster-1


X: -0.4483, Y: 11.3241, P: issue e KYC guidelines, cluster4


X: 8.9752, Y: 10.042, P: facilitate bond issuance, cluster33


X: 8.977, Y: 10.1198, P: not involved bond issuance, cluster33


X: -3.7789, Y: 5.5702, P: exploit investors, cluster-1


X: 0.4877, Y: 11.388, P: fail provide suitable advice, cluster15


X: -1.1115, Y: 13.4122, P: fail disclose material information, cluster26


X: -2.6629, Y: 7.9654, P: not receive interest payment, cluster7


X: 0.9724, Y: 3.5768, P: has fraud behavior, cluster42


X: -1.1033, Y: 13.2585, P: request information disclosure, cluster26


X: -2.1031, Y: 13.4847, P: request extension, cluster43


X: -2.1659, Y: 13.4973, P: grant extension, cluster43


X: 0.6449, Y: 8.3237, P: initiate project, cluster14


X: -0.2696, Y: 9.3055, P: support role, cluster2


X: -1.0981, Y: 13.7715, P: involve misleading information, cluster26


X: 0.9534, Y: 3.5847, P: support fraud, cluster42


X: -1.383, Y: 11.648, P: order to revise and submit plan, cluster5


X: -1.3057, Y: 11.4811, P: submit plan to correct the system, cluster5


X: -0.8348, Y: 10.7502, P: evaluate Huobi system improvement plan, cluster5


X: 2.7419, Y: 14.2562, P: order to suspend service, cluster45


X: 0.6267, Y: 4.9342, P: suspension of digital asset exchange services, cluster42


X: -0.9251, Y: 11.8788, P: grant permission to resume operation, cluster5


X: 2.802, Y: 14.2251, P: suspend recommender, cluster45


X: -1.6509, Y: 11.402, P: propose to revise reporting rules, cluster5


X: -2.2996, Y: 7.6289, P: exempt reporting for certain cases, cluster39


X: -1.9805, Y: 13.5221, P: extend reporting period, cluster43


X: -0.5591, Y: 12.9982, P: allow aggregate reporting, cluster8


X: -2.2639, Y: 7.5962, P: exempt reporting for spouses, cluster39


X: -2.5139, Y: 7.6037, P: exempt reporting for forced sale, cluster39


X: 2.4881, Y: 7.3094, P: specify reporting date, cluster-1


X: 4.7412, Y: 11.8826, P: sign investment document without contact, cluster41


X: 1.9319, Y: 12.9087, P: prohibit from being director or executive in capital market business, cluster-1


X: 2.7151, Y: 14.2967, P: punish by suspend, cluster45


X: -2.9855, Y: 8.2964, P: involve in trading as other person, cluster7


X: -1.6532, Y: 9.9137, P: order instead of other person, cluster47


X: 0.8868, Y: 8.0688, P: launch initiative, cluster14


X: 2.9094, Y: 7.5891, P: target age group, cluster-1


X: 0.8473, Y: 8.098, P: launch website, cluster14


X: 0.6272, Y: 5.0713, P: support digital token offering, cluster-1


X: 0.6505, Y: 5.024, P: regulate digital token offering, cluster42


X: -0.2011, Y: 10.7055, P: propose principle, cluster1


X: -3.1796, Y: 8.4612, P: receive decision authority trade security, cluster7


X: -3.1707, Y: 8.4964, P: trade without investor order, cluster7


X: -4.6927, Y: 7.1225, P: fail to report stock change, cluster27


X: -1.729, Y: 8.876, P: fail to make tender offer, cluster25


X: -2.7748, Y: 6.4225, P: support cost, cluster6


X: -1.6564, Y: 14.1868, P: misrepresent financial statement, cluster26


X: -2.8506, Y: 6.427, P: calculate fee based on, cluster6


X: -0.1959, Y: 12.6804, P: submit filing to, cluster8


X: -0.1771, Y: 11.1881, P: provide guidance, cluster4


X: -3.8412, Y: 10.056, P: provide funding, cluster17


X: -5.2104, Y: 10.3174, P: promote capital market growth, cluster-1


X: -5.4219, Y: 10.178, P: support capital raising, cluster-1


X: -3.8807, Y: 10.1331, P: promote alternative sources of funding, cluster17


X: -4.0884, Y: 10.5391, P: promote new financing channels, cluster17


X: -5.9076, Y: 11.1957, P: promote SME financing, cluster52


X: 3.8986, Y: 10.3475, P: support public-private partnerships, cluster34


X: -5.1944, Y: 10.2713, P: form regional capital market linkages, cluster-1


X: -3.6413, Y: 8.8374, P: support cross-border capital flows, cluster31


X: -2.8852, Y: 11.3903, P: promote corporate governance, cluster61


X: 4.6843, Y: 15.3146, P: improve accounting quality, cluster53


X: -4.4371, Y: 8.3508, P: strengthen investor protection, cluster-1


X: -3.7361, Y: 8.7873, P: reform securities legislation, cluster31


X: 0.6591, Y: 12.134, P: support academic research, cluster15


X: 3.7371, Y: 10.1823, P: joint project, cluster34


X: 8.7364, Y: 11.0354, P: encourage fundraising via debt instruments, cluster28