X: -0.9035, Y: 12.8205, P: modify reporting format, cluster8


X: 5.5741, Y: 10.1883, P: deliver speech about, cluster-1


X: -0.4352, Y: 12.8965, P: deliver report, cluster8


X: -0.4088, Y: 12.796, P: deliver summary, cluster8


X: 2.672, Y: 12.0349, P: concern social issue, cluster32


X: -3.7221, Y: 7.0075, P: note on asset valuation, cluster12


X: 3.7484, Y: 18.3127, P: promote ESG knowledge, cluster70


X: 3.7452, Y: 18.3174, P: support ESG analysis, cluster70


X: 3.7468, Y: 18.3142, P: support ESG analysis guideline, cluster70


X: 3.7498, Y: 18.2809, P: attend ESG seminar, cluster70


X: -3.9205, Y: 7.8899, P: misappropriation of funds, cluster7


X: -1.7212, Y: 11.2975, P: proposes to amend rules, cluster5


X: -1.4082, Y: 10.9027, P: impose regulation, cluster5


X: -7.9066, Y: 5.0375, P: must disclose credit rating, cluster59


X: -1.5389, Y: 13.7081, P: must disclose financial information, cluster26


X: -1.2292, Y: 13.2553, P: must disclose legal restrictions, cluster26


X: -0.2362, Y: 11.6752, P: have access to information, cluster4


X: 8.7482, Y: 11.5142, P: have credit risk, cluster28


X: -7.6864, Y: 5.1489, P: must disclose issuer rating, cluster59


X: -1.6646, Y: 5.5332, P: can withdraw profit from, cluster22


X: -0.4219, Y: 9.2731, P: support program, cluster2


X: 3.0318, Y: 9.5041, P: organize program, cluster18


X: -3.3733, Y: 10.0365, P: announce wealth advisor qualification, cluster17


X: 5.0432, Y: 13.5532, P: publish open consultation, cluster64


X: 1.1364, Y: 10.134, P: reference by, cluster0


X: -1.3665, Y: 11.4441, P: have plan to modify, cluster5


X: -2.835, Y: 6.6408, P: collect fee from, cluster6


X: -4.784, Y: 6.7491, P: acquire stake of, cluster35


X: -4.1318, Y: 6.8878, P: evaluate acquisition value, cluster27


X: -4.9624, Y: 7.6722, P: recommend shareholder review, cluster27


X: -0.8735, Y: 2.2021, P: order refund, cluster63


X: 5.151, Y: 5.784, P: conduct shareholder meeting, cluster49


X: -4.6157, Y: 6.2798, P: plan to buy share, cluster35


X: 4.2748, Y: 6.2688, P: advice vote against, cluster49


X: -3.6715, Y: 5.7708, P: advice on stock price, cluster6


X: -5.0913, Y: 5.9307, P: advice on share conversion, cluster35


X: 4.609, Y: 5.7956, P: advice on shareholder vote, cluster49


X: -1.1418, Y: 13.3064, P: request disclosure, cluster26


X: 3.0878, Y: 14.8294, P: suspend as investment advisor, cluster45


X: -3.2134, Y: 8.4193, P: accept to trade on behalf of investor, cluster7


X: -0.007, Y: 9.0213, P: support disability business, cluster2


X: 1.006, Y: 3.5763, P: has staff involve in fraud, cluster42


X: -0.6235, Y: 9.9135, P: have confidence, cluster-1


X: -5.1437, Y: 9.1053, P: prefer to invest, cluster10


X: -0.6313, Y: 9.9117, P: have more confidence, cluster-1


X: -1.3368, Y: 11.4627, P: propose to change, cluster5


X: -4.0949, Y: 16.0773, P: Regulatory Sandbox, cluster57


X: -1.5651, Y: 9.9564, P: ordered to establish, cluster47


X: -0.5043, Y: 12.9415, P: ordered to submit report, cluster8


X: 3.1737, Y: 12.7942, P: has security vulnerability, cluster44


X: 0.8982, Y: 10.4264, P: provide content, cluster1


X: 0.96, Y: 6.5576, P: support train staff, cluster29


X: 2.9952, Y: 9.3364, P: provide volunteers, cluster18


X: -3.5776, Y: 8.2132, P: accept order of trading securities, cluster7


X: -5.1228, Y: 10.1582, P: adjust the capital requirement, cluster-1


X: -4.7383, Y: 6.6273, P: plan to acquire all shares, cluster35


X: -1.0664, Y: 15.8982, P: operate hotel in, cluster67


X: -1.0105, Y: 15.9405, P: plan to bring in Chained-Brand Hotel, cluster67


X: 0.4248, Y: 10.706, P: require ARIYA, cluster1


X: 8.1875, Y: 10.8814, P: will forfeit 40 million baht collateral, cluster28


X: -3.4824, Y: 7.2465, P: land located in, cluster12


X: -4.5986, Y: 7.9771, P: recommend shareholders not to approve, cluster27


X: 3.5658, Y: 13.0955, P: concern about risks, cluster51


X: -3.3693, Y: 5.1225, P: estimate fair value of MASTER and ARIYA, cluster-1


X: -0.8595, Y: 13.3194, P: have limited access to important information, cluster26


X: -5.0402, Y: 7.8684, P: ask shareholders to review information, cluster-1


X: -3.696, Y: 5.5371, P: artificially inflate stock price, cluster-1


X: -3.6022, Y: 8.4655, P: unlicensed to sell securities, cluster31


X: 0.9895, Y: 11.6685, P: should check, cluster15


X: 4.4693, Y: 15.5296, P: special audit, cluster53


X: -2.5646, Y: 10.9645, P: revoke licensed of, cluster61


X: 0.9403, Y: 12.6301, P: impede investigation, cluster21


X: 0.1622, Y: 13.712, P: improve complaint system, cluster-1


X: -4.8735, Y: 9.1004, P: promote investment knowledge, cluster10


X: -4.7841, Y: 8.9379, P: provide information on investment products, cluster10


X: 0.5694, Y: 4.0261, P: warn about investment fraud, cluster42


X: -5.1921, Y: 10.3329, P: promote capital market, cluster-1


X: 8.8163, Y: 11.0677, P: participate in joint debt resolution festival, cluster28


X: 8.8232, Y: 11.0676, P: host seminar on debt management and investment, cluster28


X: -1.4889, Y: 10.9619, P: issue it regulation, cluster5


X: -1.4846, Y: 10.8829, P: receive feedback on regulation, cluster5


X: -0.429, Y: 9.3109, P: support system, cluster2


X: 0.6826, Y: 10.5741, P: have function, cluster1


X: -1.3687, Y: 10.8173, P: regulate person, cluster5


X: -1.0561, Y: 1.9514, P: receive tax benefit, cluster63


X: -0.8837, Y: 13.8672, P: false reporting, cluster26


X: 1.2597, Y: 13.9215, P: issued sanction, cluster19


X: -3.8548, Y: 5.879, P: put mark on stock, cluster6


X: -3.0569, Y: 8.101, P: check for abnormal trading activity, cluster7


X: 1.3421, Y: 13.2623, P: investigate the misconduct, cluster19


X: -0.9514, Y: 8.865, P: provide electronic service, cluster2


X: -0.9541, Y: 8.9844, P: install service, cluster2


X: -1.7294, Y: 8.8936, P: update announcement on waiver of tender offer, cluster25


X: 7.1709, Y: 13.1644, P: revise trustee criteria, cluster90


X: -1.64, Y: 4.519, P: follow ISQM 1, cluster13


X: 3.5587, Y: 13.0719, P: manage IT risk, cluster51


X: 9.706, Y: 7.6542, P: protect cyber threat, cluster68


X: 4.5448, Y: 15.4859, P: have IT audit by expert, cluster53


X: 4.5392, Y: 15.4899, P: follow IT audit plan, cluster53


X: 1.9977, Y: 7.7707, P: follow transitional period, cluster23


X: -4.7559, Y: 7.7952, P: seek shareholder approval, cluster27


X: -5.4413, Y: 10.1347, P: plan to raise capital, cluster-1


X: -4.142, Y: 9.5955, P: intend to use proceeds, cluster17


X: 4.8957, Y: 7.969, P: board of directors, cluster36


X: 4.606, Y: 15.409, P: audit committee, cluster53


X: -2.6664, Y: 4.2758, P: profitability, cluster11


X: -4.8013, Y: 9.51, P: intend to diversify, cluster10


X: 3.5762, Y: 13.0859, P: face potential risks, cluster51


X: -4.7225, Y: 7.8307, P: shareholder approval required, cluster27


X: 1.2987, Y: 9.8018, P: include type, cluster0


X: -3.1241, Y: 14.6971, P: must have enough liquid fund, cluster72


X: -4.5101, Y: 9.6627, P: set fund category by net investment, cluster17


X: -0.8107, Y: 12.9393, P: revise reporting requirements, cluster8


X: 3.1179, Y: 12.7391, P: define as security, cluster44


X: -1.1247, Y: 14.0851, P: falsified documents, cluster26


X: -1.5437, Y: 10.9315, P: reduce regulation burden, cluster5


X: -0.7149, Y: 12.5128, P: publish I Code, cluster8


X: -3.7514, Y: 5.5056, P: participate in stock manipulation, cluster-1


X: -0.3709, Y: 7.9597, P: implement digital service, cluster9


X: -0.3113, Y: 7.9445, P: announce digital service, cluster9


X: 4.1629, Y: 12.4828, P: support disclosure covid impact, cluster41


X: 4.1503, Y: 12.5143, P: request covid impact disclosure, cluster41


X: 4.1735, Y: 12.4575, P: disclose covid impact, cluster41


X: -2.0117, Y: 13.8366, P: submit financial statement extension request, cluster26


X: 0.6991, Y: 4.8279, P: unlicensed digital asset business, cluster42


X: 3.027, Y: 8.8491, P: submit rehabilitation request, cluster-1


X: 8.9387, Y: 11.0017, P: disclose debt information, cluster28


X: -0.7921, Y: 11.6693, P: auto approve, cluster4


X: -4.0659, Y: 7.5942, P: support asset allocation, cluster27


X: 3.6054, Y: 13.1442, P: risk in issuer, cluster51


X: 0.4334, Y: 11.1806, P: make suggestion, cluster4


X: 3.0808, Y: 14.8324, P: suspend licensed investment advisor, cluster45


X: -2.3032, Y: 9.4173, P: accept client discretionary order, cluster-1


X: 2.9646, Y: 12.7357, P: protect right, cluster44


X: -0.3209, Y: 12.1694, P: have right to data, cluster8


X: -3.578, Y: 7.5846, P: transfer data, cluster7


X: 3.3478, Y: 9.3976, P: provide online training, cluster18


X: 3.1573, Y: 9.442, P: participate in training, cluster18


X: 9.6847, Y: 7.6607, P: promote cybersecurity incident preparedness, cluster68


X: 3.3074, Y: 9.719, P: receive instruction, cluster18


X: 3.3122, Y: 9.7016, P: give instruction, cluster18


X: 0.9886, Y: 13.5099, P: accept liability, cluster19


X: -4.3887, Y: 7.3882, P: violate takeover rule, cluster27


X: -4.6439, Y: 6.5781, P: involve unequal share offer, cluster35


X: 8.9065, Y: 11.2294, P: failed to pay debt obligation, cluster28


X: 2.1735, Y: 11.8946, P: is responsible for, cluster24


X: 4.8941, Y: 10.1286, P: participate in discussion, cluster-1


X: 3.2467, Y: 12.8077, P: has vulnerability, cluster44


X: -1.7237, Y: 11.2052, P: propose to amend regulation, cluster5


X: -0.0858, Y: 9.5876, P: intend to help, cluster1


X: -4.0995, Y: 16.0614, P: launch sandbox, cluster57


X: -1.2021, Y: 8.4929, P: allow innovation, cluster25


X: -1.1148, Y: 9.0293, P: provide better service, cluster25


X: -1.0907, Y: 8.9121, P: benefit from better service, cluster25


X: -1.5519, Y: 6.2671, P: burden reduced, cluster22


X: 1.43, Y: 9.1646, P: aim to align with, cluster3


X: 1.7317, Y: 10.0599, P: can be duplicated, cluster0


X: 1.0623, Y: 12.0806, P: allow testing, cluster21


X: -0.3751, Y: 11.0648, P: must follow criteria, cluster4


X: 0.2505, Y: 12.1179, P: review application, cluster8


X: 2.0782, Y: 7.7074, P: review application timeline, cluster23


X: 5.1113, Y: 5.8219, P: able to order shareholder meeting, cluster49


X: 4.1698, Y: 11.2618, P: have agreement, cluster30


X: 1.8242, Y: 10.2484, P: related with, cluster0


X: -0.8032, Y: 10.6943, P: plan to improve, cluster-1


X: 1.2233, Y: 13.9646, P: impose civil sanctions, cluster19


X: -0.8144, Y: 11.6627, P: approve establishment of, cluster4


X: -4.9498, Y: 9.5345, P: promote regional investment hub, cluster10


X: -0.8282, Y: 11.6441, P: approve establish, cluster5


X: -4.2309, Y: 9.9185, P: suggest regulate mutual fund, cluster17


X: -0.855, Y: 11.7055, P: set approval period, cluster5


X: 1.1794, Y: 13.1679, P: violate rule, cluster19


X: -3.4307, Y: 8.1328, P: buy sell stock without order, cluster7


X: -4.8923, Y: 8.7027, P: seek benefit from investor, cluster10


X: -4.7261, Y: 8.5644, P: use investor asset, cluster10


X: -1.3628, Y: 11.4379, P: propose change, cluster5


X: 4.1804, Y: 12.4508, P: announced covid 19 support measure, cluster41


X: -0.6869, Y: 7.6929, P: support business opportunity, cluster9


X: -5.7891, Y: 11.0504, P: revise regulation about SME share offering, cluster52


X: -6.7248, Y: 13.8517, P: approve regulation about underwriter, cluster73


X: 4.6673, Y: 15.3627, P: can appoint auditor before AGM, cluster53


X: 1.4714, Y: 10.451, P: must explain, cluster0


X: 0.4339, Y: 10.3213, P: must allocate, cluster1


X: 0.335, Y: 9.9972, P: must manage, cluster1


X: -0.4769, Y: 14.4882, P: must start using name, cluster-1


X: 1.0629, Y: 8.5246, P: must start using, cluster3


X: 3.0664, Y: 14.7937, P: suspend the approval of the supervisor of the practice of financial advisors, cluster45


X: 0.6593, Y: 4.9152, P: regulate digital asset custodian, cluster42


X: -0.1905, Y: 11.109, P: follow guideline from, cluster4


X: 1.3588, Y: 11.9577, P: not comply with, cluster15


X: 1.3839, Y: 10.9976, P: fail to hold egm, cluster15


X: 4.9355, Y: 8.0386, P: unclear board member number, cluster36


X: -3.5213, Y: 7.2345, P: land purchase contract, cluster12


X: 3.0673, Y: 14.8166, P: cancel investment in, cluster45


X: -1.8635, Y: 14.1512, P: fail to submit financial statement, cluster26


X: -4.2337, Y: 5.7693, P: share price fluctuation, cluster35


X: 5.0262, Y: 13.4721, P: announce consultation, cluster64


X: 3.1307, Y: 5.4502, P: award transparent organization, cluster-1


X: 3.0682, Y: 5.5597, P: apply transparent organization, cluster-1


X: 1.4482, Y: 13.207, P: employee violation, cluster19


X: 4.7068, Y: 15.3495, P: improve approval process for auditors in good-excellent quality control firms, cluster53


X: 4.7024, Y: 15.3445, P: announce improvement in approval process for auditors, cluster53


X: 0.662, Y: 12.1212, P: study development of, cluster15


X: -1.0626, Y: 7.3688, P: say business is ready for covid19, cluster9


X: -1.096, Y: 1.9654, P: issue tax exemption for startups, cluster63


X: -4.8609, Y: 9.0215, P: provide knowledge about investment, cluster10


X: -5.0826, Y: 9.1337, P: have skill in investment, cluster10


X: 1.1209, Y: 8.8016, P: satisfy goal of life, cluster3


X: -4.9359, Y: 9.1224, P: know about investment, cluster10


X: 8.9777, Y: 9.9482, P: know about bond, cluster33


X: -4.7208, Y: 10.242, P: understand about saving and investment, cluster-1


X: -5.1447, Y: 8.7639, P: express interest, cluster10


X: -1.0542, Y: 1.9562, P: get tax deduction, cluster63


X: 3.6056, Y: 10.1908, P: prepare to establish a working group, cluster34


X: 3.5896, Y: 10.1803, P: have the working group study and review, cluster34


X: 0.3188, Y: 12.3193, P: consider the related laws, cluster8


X: -1.6781, Y: 11.6084, P: consider the draft of new laws, cluster5


X: -3.7529, Y: 8.5789, P: assign the Securities and Exchange Commission, cluster31


X: 0.6912, Y: 4.8588, P: consider the amendment of the Digital Asset Business Decree B.E. 2561, cluster42


X: -4.0808, Y: 10.1719, P: improve provident fund rules, cluster17


X: -4.0189, Y: 10.0217, P: provide information for fund selection, cluster17


X: -4.5245, Y: 9.0814, P: receive investment advice, cluster10


X: 3.2247, Y: 9.4249, P: develop training program, cluster18


X: 5.6111, Y: 9.1187, P: host training program, cluster20


X: 4.7059, Y: 15.3387, P: update measure for auditor supervision, cluster53


X: 4.6874, Y: 15.3328, P: modify announcement for auditor approval, cluster53


X: 4.6601, Y: 15.3645, P: modify announcement for auditor fee, cluster53


X: -4.7667, Y: 10.8888, P: issue private placement, cluster-1


X: -1.6964, Y: 11.1415, P: propose modify regulation, cluster5


X: 1.2166, Y: 12.1694, P: not required suitability test, cluster21


X: -0.8907, Y: 11.4308, P: approve economic measure, cluster5


X: -0.2881, Y: 9.2907, P: announce support measure, cluster2


X: -2.0153, Y: 13.5424, P: request extension submission audit report, cluster43


X: -2.0899, Y: 13.5701, P: grant extension submission audit report, cluster43


X: 0.2501, Y: 8.9814, P: develop for, cluster14


X: 0.7395, Y: 9.3269, P: expect complete, cluster3


X: 1.1377, Y: 8.2385, P: expect start test, cluster3


X: 1.6919, Y: 9.1732, P: monitor by, cluster3


X: 1.7209, Y: 12.1798, P: not acted responsibility and prudently, cluster21


X: -4.4749, Y: 8.5372, P: not follow investor order, cluster10


X: -0.8567, Y: 11.748, P: ร้องขอการอนุมัติ, cluster5


X: -3.7546, Y: 6.6835, P: ขายทรัพย์สิน, cluster12


X: -1.355, Y: 15.6418, P: เช่าพื้นที่, cluster67


X: 1.7387, Y: 10.5978, P: ให้เหตุผลว่าเหมาะสม, cluster0


X: -4.8913, Y: 7.9889, P: ขอให้ผู้ถือหุ้นศึกษาข้อมูล, cluster-1


X: -4.9764, Y: 7.7484, P: ขอให้ผู้ถือหุ้นซักถามผู้บริหารบริษัท, cluster27


X: 2.5582, Y: 7.3033, P: notify to correct record date, cluster-1


X: 0.5587, Y: 10.3456, P: improve website, cluster1


X: -3.8484, Y: 8.7477, P: regulate securities, cluster31


X: -1.7116, Y: 10.7813, P: regulate market participants, cluster5


X: -3.7207, Y: 8.7024, P: enforce securities laws, cluster31


X: 3.923, Y: 10.7335, P: promote international cooperation, cluster34


X: 0.3096, Y: 12.5186, P: find evidence, cluster8


X: -3.4249, Y: 8.545, P: involve unauthorized futures trading, cluster31


X: 3.0431, Y: 14.8015, P: suspend investment advisory license, cluster45


X: -2.7114, Y: 6.371, P: propose to modify fees, cluster6


X: -1.3025, Y: 12.8089, P: must avoid false advertising, cluster-1


X: 1.8805, Y: 9.4408, P: must provide balanced view, cluster0


X: 1.2533, Y: 7.5076, P: must use official channels, cluster-1


X: -1.397, Y: 12.6347, P: are responsible for advertisers, cluster-1


X: 3.1709, Y: 9.3992, P: support cost for skill training, cluster18


X: 9.6683, Y: 7.6735, P: monitor cybersecurity, cluster68


X: 1.0099, Y: 3.5823, P: involves in fraudulent activity, cluster42


X: 3.0909, Y: 14.8331, P: suspend person of securities investment advisor, cluster45


X: -3.8752, Y: 7.875, P: sale inappropriate fund, cluster7


X: 9.6964, Y: 7.6637, P: request to raise awareness of cyber threats, cluster68


X: -2.8317, Y: 11.3843, P: should have policies and measures for it governance and information technology management, cluster61


X: 3.1539, Y: 12.7447, P: should have information security systems, cluster44


X: -0.0364, Y: 11.0939, P: should monitor and review compliance with policies measures and systems, cluster4


X: 9.6956, Y: 7.6554, P: plan to organize a seminar on cyber threats and preparedness, cluster68


X: -2.1234, Y: 13.6135, P: extend special audit due date, cluster43


X: -1.7377, Y: 13.9559, P: submit revised FS, cluster26


X: -5.9989, Y: 11.2513, P: support SME and startup, cluster52


X: -5.9095, Y: 11.2107, P: provide SME and startup with funding, cluster52


X: -6.0015, Y: 11.2726, P: provide SME and startup with technology, cluster52


X: -6.0134, Y: 11.2838, P: provide SME and startup with training, cluster52


X: -5.9929, Y: 11.2264, P: support digital transformation for SME and startup, cluster52


X: 4.6425, Y: 15.3665, P: aim to reduce deficiencies in audit work, cluster53


X: -1.1263, Y: 6.2487, P: analyze deficiencies with AARG, cluster22


X: 5.5771, Y: 9.23, P: host AARG annual workshop, cluster20


X: -1.2477, Y: 6.1914, P: initiate deficiency reduction globally, cluster22


X: 3.8935, Y: 10.4734, P: collaborate with CFRR and World Bank, cluster34


X: -1.9548, Y: 9.3116, P: develop capacity of ASEAN audit regulators, cluster47


X: 1.8996, Y: 5.0804, P: apply for license to, cluster60


X: 1.9057, Y: 5.0755, P: have to apply for license to, cluster60


X: 4.454, Y: 15.5335, P: ask special audit, cluster53


X: -1.354, Y: 14.2934, P: ask correct incorrect accounting, cluster26


X: -1.6919, Y: 14.1401, P: submit corrected accounting, cluster26


X: 4.3649, Y: 15.6117, P: disclose special audit, cluster53


X: -1.4107, Y: 14.2576, P: disclose corrected accounting, cluster26


X: 2.4294, Y: 7.1766, P: has deadline, cluster-1


X: 2.0554, Y: 11.9377, P: has obligation, cluster24


X: 0.1715, Y: 10.6428, P: has limitation, cluster1


X: 5.1247, Y: 5.8119, P: request attend extraordinary shareholder meeting, cluster49


X: 0.8408, Y: 12.321, P: conduct research on HRDD, cluster21


X: 8.9941, Y: 10.0008, P: promote securitized bond, cluster33


X: 9.0029, Y: 9.98, P: prepare infrastructure for securitized bond, cluster33


X: 3.8812, Y: 10.3223, P: collaborate with กรมทรัพย์สินทางปัญญา กระทรวงพาณิชย์, cluster34


X: -4.1711, Y: 7.1402, P: view securitization of intellectual property as important, cluster27


X: 0.3602, Y: 10.6995, P: has requirement, cluster1


X: -1.7506, Y: 13.9298, P: propose to amend rules on financial statement disclosure, cluster26


X: -2.5053, Y: 12.8184, P: invite stakeholders to comment, cluster40


X: 5.3949, Y: 4.9287, P: has ITA score, cluster86


X: 0.7012, Y: 4.8586, P: offer unregistered digital asset, cluster42


X: 0.8133, Y: 10.6969, P: need to have, cluster1


X: 0.7202, Y: 9.3993, P: need to make, cluster3


X: 5.1288, Y: 5.8192, P: urge to attend shareholder meeting, cluster49


X: 4.9361, Y: 8.0628, P: appoint new board members, cluster36


X: 8.8823, Y: 10.4015, P: default on payment, cluster33


X: 2.6592, Y: 8.0646, P: exercise right, cluster23


X: 4.6405, Y: 7.7917, P: will require separation of chairman and ceo roles, cluster36


X: 4.8984, Y: 7.999, P: appointed as board of directors, cluster36


X: -1.9522, Y: 13.3526, P: has filed for moratorium relief, cluster43


X: -1.9156, Y: 13.2652, P: requested information about moratorium relief, cluster43


X: 0.4406, Y: 11.16, P: make recommendation, cluster15


X: 1.2347, Y: 13.7115, P: receive compensation, cluster19


X: 1.5412, Y: 11.3607, P: receive remedy, cluster24


X: -0.6769, Y: 12.6516, P: publish information, cluster8


X: 1.3759, Y: 10.115, P: provide example, cluster0


X: -4.6527, Y: 8.538, P: develop tools for investors, cluster10


X: 2.0782, Y: 11.758, P: promote ethical practices, cluster24


X: -4.7395, Y: 8.9874, P: provide investor education, cluster10


X: -5.1745, Y: 10.2975, P: foster capital market growth, cluster-1


X: -0.8541, Y: 7.4243, P: leverage technology for innovation, cluster9


X: -5.1944, Y: 10.3195, P: improve access to capital markets, cluster-1


X: 0.6728, Y: 4.956, P: ปรับปรุงหลักเกณฑ์คุณสมบัติของกรรมการผู้มีอำนาจและผู้จัดการของผู้ประกอบธุรกิจสินทรัพย์ดิจิทัล, cluster42


X: -2.0198, Y: 9.8511, P: propose public offering for sme, cluster47


X: -2.0645, Y: 9.967, P: determine requirements for sme public offering, cluster47


X: 5.0284, Y: 13.6083, P: publish consultation paper on sme public offering, cluster64


X: 6.6385, Y: 7.4945, P: collaborate with stock exchange of thailand, cluster48


X: 0.9648, Y: 8.5174, P: has higher AGM quality score, cluster3


X: 2.6849, Y: 14.1458, P: suspend withdrawal, cluster45


X: -3.8191, Y: 10.8007, P: allow fundraising without filing, cluster-1


X: -5.0792, Y: 9.0786, P: allow investment in GMS instruments, cluster10


X: 0.084, Y: 13.0858, P: request information about incident, cluster-1


X: -0.1255, Y: 13.0156, P: required to provide information about incident, cluster8


X: -2.8961, Y: 8.5961, P: required to open trading system and deposit withdrawal system, cluster-1


X: 0.1256, Y: 13.6732, P: required to provide customer service and complaint handling system, cluster-1


X: -3.242, Y: 8.5151, P: permit discretionary trading, cluster7


X: -3.229, Y: 8.5189, P: supervise discretionary trading, cluster7


X: -3.2127, Y: 8.4861, P: announce discretionary trading rule changes, cluster7


X: 3.9754, Y: 10.6126, P: propose partnership, cluster34


X: 3.2265, Y: 9.3858, P: offer training, cluster18


X: 7.2658, Y: 4.4449, P: consider convert IP to security, cluster38


X: -1.2003, Y: 11.1975, P: modify criteria, cluster5


X: -3.7878, Y: 8.5756, P: can offer securities in, cluster31


X: -4.1735, Y: 9.3819, P: set rule of investment company, cluster17


X: 1.3804, Y: 13.7102, P: punish investment company, cluster19


X: -0.6862, Y: 6.9564, P: expand business type, cluster37


X: -5.1831, Y: 10.2125, P: adjust capital requirement, cluster-1


X: 3.514, Y: 6.4314, P: select finalist, cluster56


X: 3.41, Y: 8.8614, P: have staff, cluster-1


X: -4.1192, Y: 10.0431, P: propose update futures investment criteria for provident fund, cluster17


X: -1.8811, Y: 12.2894, P: propose to update announcement on insider trading reporting, cluster40


X: -3.8695, Y: 9.8811, P: ให้การยื่นคำขอจัดตั้งกองทุนรวมอสังหาริมทรัพย์ (กอง 1) ต่อสำนักงาน, cluster17


X: -1.4234, Y: 10.826, P: is not regulated by, cluster5


X: 1.4925, Y: 10.0678, P: equivalent, cluster0


X: -4.3873, Y: 9.3485, P: support independent investment advisory, cluster10


X: -4.4601, Y: 9.3875, P: relax requirement independent investment advisory, cluster10


X: -3.9039, Y: 9.1016, P: exempt license independent investment advisory, cluster31


X: 4.0258, Y: 13.9243, P: must provide cryptocurrency knowledge training, cluster51


X: -0.8013, Y: 13.1422, P: must report service quality to SEC, cluster-1


X: -5.8926, Y: 11.1401, P: approve regulation allow sme startup raise fund in both primary and secondary market, cluster52


X: -3.9092, Y: 11.0208, P: approve regulation adjust crowdfunding offering, cluster-1


X: 7.3517, Y: 4.3836, P: approve concept promote good governance and social responsibility for ipo companies, cluster38


X: -3.2875, Y: 9.7555, P: facilitate access to financial services, cluster17


X: -3.168, Y: 5.8444, P: involve create false price and volume, cluster6


X: -3.1392, Y: 8.7216, P: not record trading, cluster31


X: -2.1227, Y: 11.829, P: proposed amendment, cluster40


X: -0.4725, Y: 10.621, P: order modify listing, cluster-1


X: -3.5749, Y: 14.2459, P: modify KUB project standard, cluster72


X: 0.3008, Y: 12.522, P: provide evidence to, cluster8


X: -3.5691, Y: 14.2464, P: investigate KUB selection, cluster72


X: -3.5715, Y: 14.2483, P: approve KUB listing, cluster72


X: 3.3325, Y: 8.3304, P: resigned from position, cluster-1


X: 3.5416, Y: 8.4876, P: commissioned, cluster-1


X: 0.147, Y: 11.6101, P: will be informed, cluster4


X: -5.1992, Y: 10.305, P: provide education on capital market, cluster-1


X: -2.936, Y: 8.1365, P: spoof trading, cluster7


X: 7.1757, Y: 13.1664, P: can be trustee of REITs, cluster90


X: -1.2016, Y: 10.6915, P: propose to relax restriction, cluster5


X: -3.2394, Y: 7.2359, P: propose to require certain property for real estate fund, cluster12


X: -1.3533, Y: 8.4872, P: promote technological innovation in capital market, cluster25


X: -4.1006, Y: 16.0617, P: establish regulatory sandbox, cluster57


X: -1.6424, Y: 6.4018, P: reduce inequality in access to financial services, cluster22


X: -0.6632, Y: 8.3006, P: create conducive environment for businesses to leverage technology, cluster9


X: -0.7919, Y: 10.6578, P: have idea to improve, cluster-1


X: -4.162, Y: 10.1569, P: promote knowledge of money management, cluster17


X: -3.9038, Y: 7.7103, P: sell unsuitable fund, cluster7


X: -0.6919, Y: 9.6944, P: release mobile app for investment, cluster-1


X: 8.4449, Y: 11.2808, P: update liquidation process, cluster28


X: -1.4077, Y: 12.6423, P: adjust advertising regulation, cluster-1


X: -1.4062, Y: 12.6606, P: comply with advertising regulation, cluster-1


X: -4.8699, Y: 9.0953, P: evaluation of investment, cluster10


X: -2.6254, Y: 12.9285, P: publish paper to request comment, cluster43


X: -2.7589, Y: 12.9893, P: request comment, cluster43


X: 3.1399, Y: 9.4326, P: organize training in, cluster18


X: 1.9251, Y: 12.9367, P: is not trustworthy to be director, cluster-1


X: 1.887, Y: 12.9382, P: is not trustworthy to be executive, cluster-1


X: -1.4076, Y: 12.6476, P: published advertisement guidelines, cluster-1


X: -1.39, Y: 12.7631, P: require disclosure of influencer marketing, cluster-1


X: 3.5812, Y: 13.0952, P: require balanced presentation of risks and rewards, cluster51


X: 3.8804, Y: 13.892, P: prohibit cryptocurrency advertising in public spaces, cluster51


X: 0.7206, Y: 10.9446, P: require oversight of affiliated companies and influencers, cluster15


X: 3.8426, Y: 13.8981, P: eliminate introducing broker agents for cryptocurrency services, cluster51


X: 0.6415, Y: 5.0875, P: allow IBA for digital token services, cluster-1


X: -1.9509, Y: 10.6912, P: will regulate more personnel in the capital market business, cluster61


X: -1.9085, Y: 10.7335, P: request comment on regulating more personnel in the capital market business, cluster61


X: 2.6637, Y: 14.0829, P: order halt operation, cluster45


X: -0.7218, Y: 10.1523, P: fail to fix system, cluster-1


X: 3.1399, Y: 5.3948, P: award in category, cluster-1


X: -4.7599, Y: 7.8102, P: get asset approval shareholders meeting, cluster27


X: -4.7406, Y: 7.7985, P: submit transaction approval shareholders meeting, cluster27


X: -4.0584, Y: 7.4375, P: disapprove asset acquisition related party transaction, cluster27


X: -2.9628, Y: 6.0702, P: suggest fair price range, cluster6


X: -4.9946, Y: 7.8999, P: advice shareholders study information, cluster-1


X: -4.9815, Y: 7.7574, P: advice shareholders question executives, cluster27


X: -4.7768, Y: 9.249, P: increase investment attractiveness, cluster10


X: 3.9382, Y: 13.7895, P: warn about cryptocurrency investment, cluster51


X: 4.03, Y: 13.9185, P: have cryptocurrency investment, cluster51


X: 4.0303, Y: 13.9094, P: have cryptocurrency business, cluster51


X: 4.0231, Y: 13.9016, P: need control cryptocurrency, cluster51


X: 3.9965, Y: 13.9344, P: need safe cryptocurrency storage, cluster51


X: 4.0145, Y: 13.9268, P: need track cryptocurrency, cluster51


X: 4.0185, Y: 13.9264, P: need review cryptocurrency control, cluster51


X: 3.9856, Y: 13.892, P: need disclose cryptocurrency control, cluster51


X: 5.169, Y: 9.4325, P: held a conference, cluster20


X: 5.575, Y: 10.1683, P: gave a speech, cluster-1


X: 0.6477, Y: 12.1212, P: prioritizes using academic and research work, cluster15


X: -9.7736, Y: 7.9434, P: corrupt practices, cluster74


X: -5.8965, Y: 11.215, P: promote funding to sme and startup, cluster52


X: -4.0919, Y: 10.4763, P: open funding channel for private limited company, cluster17


X: -5.8183, Y: 11.0576, P: discuss on trading guidelines for sme and startup in secondary market, cluster52


X: -1.8813, Y: 14.025, P: promote sme and startup to use technology in preparing financial reports, cluster26


X: -5.9883, Y: 11.2487, P: initiate review of issuance and offering criteria for sme and startup, cluster52


X: 3.5889, Y: 10.1689, P: establish sme startup pe vc working group, cluster34


X: -6.0086, Y: 11.2686, P: identify problems and obstacles for sme and startup, cluster52


X: -6.0043, Y: 11.2641, P: determine measures to resolve problems for sme and startup, cluster52


X: -5.8774, Y: 11.1292, P: expect to conclude on secondary market for sme and startup, cluster52


X: -4.5474, Y: 9.5577, P: determine qualifications for investors in secondary market, cluster10


X: 1.868, Y: 11.4577, P: not include, cluster24


X: 1.8745, Y: 11.5146, P: must not include, cluster24


X: 1.8898, Y: 11.2958, P: must not have effect, cluster24


X: -3.8688, Y: 9.052, P: allow license for fund broker, cluster31


X: -1.9166, Y: 6.2711, P: reduce fee for fund broker, cluster22


X: -3.9736, Y: 9.5925, P: amend regulation sale investment product, cluster17


X: -2.051, Y: 13.3904, P: extension of function, cluster43


X: -1.2803, Y: 12.5426, P: issue annoucement, cluster-1


X: -4.5348, Y: 6.2604, P: offer sell share, cluster35


X: -3.1343, Y: 7.5101, P: transfer RMF LTF fund, cluster7


X: 1.6297, Y: 13.163, P: involve Unethical behavior, cluster19


X: 0.1387, Y: 13.7115, P: file complaint about, cluster-1


X: -1.6693, Y: 9.8207, P: cut order without authorization, cluster47


X: -1.6998, Y: 9.6813, P: cut order by phone, cluster47


X: -4.8701, Y: 8.6714, P: seek benefits from investor, cluster10


X: -2.3826, Y: 12.4361, P: accept feedback on draft announcement, cluster40


X: -0.1205, Y: 11.7329, P: increase information, cluster4


X: -1.2266, Y: 13.3058, P: improve disclosure, cluster26


X: -1.2008, Y: 13.4519, P: omit disclosure, cluster26


X: 1.1167, Y: 10.0995, P: add section, cluster0


X: 0.8503, Y: 10.4385, P: improve content, cluster1


X: 0.7951, Y: 9.254, P: be effective, cluster3


X: -0.4905, Y: 13.0347, P: review requirements of business reporting form, cluster8


X: 7.2694, Y: 4.2782, P: propose ipo allocation, cluster38


X: -3.2234, Y: 8.4281, P: receive custody to trade, cluster7


X: -1.1136, Y: 13.5436, P: conceal material facts, cluster26


X: -3.3318, Y: 8.4669, P: involve unauthorized trading, cluster7


X: 3.5454, Y: 10.2536, P: support stakeholder, cluster34


X: -1.8239, Y: 14.0501, P: improve financial reporting quality, cluster26


X: 4.7052, Y: 15.3464, P: inspect audit quality, cluster53


X: 4.5251, Y: 15.477, P: support small audit firm, cluster53


X: 3.492, Y: 10.2584, P: promote stakeholder responsibility, cluster34


X: 4.6069, Y: 15.4198, P: support audit firm, cluster53


X: -1.0658, Y: 10.8086, P: can be converted to, cluster5


X: -4.5714, Y: 8.9795, P: involve inappropriate investment, cluster10


X: 5.322, Y: 13.067, P: open hearing comment, cluster64


X: 5.3726, Y: 13.1048, P: release hearing document, cluster64


X: -1.5081, Y: 13.5273, P: require disclosure of large fund holdings, cluster26


X: -2.9059, Y: 13.744, P: help insider trading, cluster43


X: -1.7735, Y: 7.648, P: is subsidiary of, cluster39


X: -1.8381, Y: 11.1759, P: modify DW issuance requirements, cluster5


X: -3.6888, Y: 5.7846, P: calculate eligible stocks, cluster6


X: 4.1766, Y: 7.5902, P: appoint senior executive, cluster36


X: -1.3927, Y: 12.8035, P: update regulation about advertisement and information disclosure, cluster-1


X: -1.3031, Y: 12.9231, P: require advertisement and information disclosure, cluster26


X: 1.0884, Y: 13.2583, P: report wrongdoing, cluster19


X: -3.2242, Y: 10.1666, P: acted as investment advisor without consent, cluster17


X: -0.888, Y: 10.8593, P: adjusted to, cluster5


X: 0.8886, Y: 10.5019, P: have content about, cluster1


X: -0.2151, Y: 9.7456, P: provide tools for, cluster1


X: -5.7997, Y: 12.1409, P: encourage sustainable business practices, cluster52


X: -1.2283, Y: 13.2634, P: require to disclose information, cluster26


X: -4.3602, Y: 7.0367, P: submit takeover bid, cluster27


X: -3.2767, Y: 10.1138, P: act as financial advisor, cluster17


X: 1.3615, Y: 10.6118, P: be subject to, cluster0


X: 0.0142, Y: 12.688, P: result from, cluster8


X: 1.3993, Y: 12.4117, P: fail to supervise, cluster21


X: -1.1545, Y: 7.7552, P: can be in sector, cluster9


X: -2.7686, Y: 8.2635, P: have plan to update related transaction rule, cluster7


X: -2.0615, Y: 13.9933, P: proposed to revise financial statement rules, cluster26


X: -2.0103, Y: 13.8328, P: request to extend submitting corrected financial statement, cluster26


X: -1.9252, Y: 13.9786, P: deny to extend submitting corrected financial statement, cluster26


X: -0.2805, Y: 9.3706, P: authorize support measure, cluster2


X: 0.107, Y: 11.0501, P: issue criteria, cluster4


X: -2.2767, Y: 7.3797, P: issue announcement exempt fees, cluster39


X: -2.4656, Y: 9.3627, P: not record orders, cluster-1


X: -2.4772, Y: 9.3605, P: not record orders completely, cluster-1


X: -2.4403, Y: 9.3866, P: not record orders on time, cluster-1


X: 1.1914, Y: 11.5405, P: not follow rules, cluster15


X: 0.6218, Y: 4.959, P: give knowledge about capital market and digital asset, cluster42


X: 6.438, Y: 7.5557, P: visit at Money Expo Chiang Mai 2019, cluster48


X: -5.2043, Y: 10.3136, P: promote entrepreneurs to use capital market as a source of fundraising, cluster-1


X: 5.5473, Y: 9.7293, P: give a speech at the opening of the seminar, cluster20


X: 1.4264, Y: 14.6076, P: must identify and asses risk of money laundering, cluster-1


X: 2.8057, Y: 13.9632, P: must freeze assets of designated persons, cluster45


X: 2.8489, Y: 13.9993, P: must report information on frozen assets to AML, cluster45


X: -1.9629, Y: 8.8603, P: must report information on customers who are designated persons, cluster25


X: 5.6179, Y: 9.2747, P: host seminar about, cluster20


X: 5.6249, Y: 9.2849, P: host seminar with, cluster20


X: 5.6281, Y: 9.2041, P: host seminar for, cluster20


X: -1.2072, Y: 11.23, P: has plan to modify criteria, cluster5


X: 5.0737, Y: 13.4628, P: initiate public consultation, cluster64


X: -2.8913, Y: 11.3833, P: support good corporate governance, cluster61


X: -4.798, Y: 7.6411, P: support rights of shareholders, cluster27


X: -0.1554, Y: 9.0708, P: support promote, cluster2


X: -4.6511, Y: 10.332, P: increase saving, cluster-1


X: 1.826, Y: 12.4061, P: not honest in duty, cluster21


X: -1.2362, Y: 11.1523, P: issue new rule, cluster5


X: -1.3752, Y: 11.1622, P: new rule will be effective, cluster5


X: -1.3614, Y: 11.1878, P: new rule will cover, cluster5


X: 4.8974, Y: 7.9915, P: appoint as board of directors, cluster36


X: -4.0177, Y: 7.8835, P: involve misappropriation of client assets, cluster7


X: -3.4162, Y: 8.5454, P: warn of unlicensed futures trading business, cluster31


X: -0.3979, Y: 10.1312, P: will prepare, cluster1


X: -4.9342, Y: 9.6308, P: promote investment sustainably, cluster10


X: 3.7627, Y: 18.2961, P: promote ESG investment, cluster70


X: 0.645, Y: 4.9489, P: promote digital asset knowledge, cluster42


X: 1.6795, Y: 12.1219, P: not practice with responsibility, cluster21


X: -1.4035, Y: 12.6725, P: adjust the advertising criteria, cluster-1


X: 1.8562, Y: 7.7574, P: reduce the review period, cluster23


X: 2.2679, Y: 7.6689, P: extend the grace period, cluster23


X: -1.3675, Y: 12.7125, P: require notification of advertising expenses, cluster-1


X: 2.2776, Y: 13.0988, P: emphasize the prohibition, cluster-1


X: -2.3493, Y: 12.4176, P: issue a draft announcement, cluster40


X: 5.3491, Y: 13.0756, P: conduct a public hearing, cluster64


X: -4.5312, Y: 6.2099, P: sell all share, cluster35


X: -4.6501, Y: 6.309, P: plan to buy all share, cluster35


X: -4.6319, Y: 6.2146, P: have share buy by, cluster35


X: 9.7145, Y: 7.6454, P: issue cybersecurity regulation, cluster68


X: -3.9508, Y: 8.1914, P: will modify policy about safeguarding clients asset, cluster7


X: -1.7505, Y: 11.1592, P: propose change regulation, cluster5


X: 1.4248, Y: 9.7918, P: has structure, cluster0


X: 1.2445, Y: 9.9203, P: has object, cluster0


X: 1.639, Y: 12.2858, P: must have qualification, cluster21


X: -1.2502, Y: 13.3261, P: must disclosure, cluster26


X: 1.8247, Y: 9.7908, P: is consistent with, cluster0


X: -0.7922, Y: 11.7778, P: must be approved by, cluster4


X: 2.0417, Y: 7.7013, P: has time period, cluster23


X: -1.0884, Y: 13.8164, P: involve false disclosures, cluster26


X: -4.9662, Y: 11.4802, P: promote fintech adoption, cluster-1


X: -0.2463, Y: 9.2495, P: support participant in, cluster2


X: -0.7506, Y: 9.2901, P: help provider develop, cluster2


X: -6.0036, Y: 11.2689, P: support startup SME, cluster52


X: -1.3878, Y: 10.945, P: study regulation, cluster5


X: -3.9581, Y: 9.2788, P: promote broker advisor firm to adopt, cluster31


X: -3.7554, Y: 9.7717, P: help wealth management firm provide, cluster17


X: -4.0885, Y: 16.0728, P: study regulatory sandbox, cluster57


X: -5.1972, Y: 10.3508, P: promote use of capital market, cluster-1


X: -4.1244, Y: 9.9641, P: discuss infrastructure fund, cluster17


X: 8.9806, Y: 10.0122, P: discuss securitization, cluster33


X: 8.7815, Y: 11.2364, P: discuss use of scripless debt as collateral, cluster28


X: -4.0456, Y: 9.2205, P: update rules for large investors, cluster31


X: -4.1459, Y: 9.9218, P: operate fund, cluster17


X: -1.7586, Y: 11.2783, P: propose to revise DW rules, cluster5


X: 8.1689, Y: 11.178, P: enable short-term borrowing, cluster28


X: -1.1469, Y: 13.2148, P: emphasize disclosure quality, cluster26


X: 0.2898, Y: 9.5794, P: plan study and discuss with stakeholders, cluster1


X: -1.1905, Y: 13.285, P: publish checklist for disclosure completeness, cluster26


X: -1.4028, Y: 11.4448, P: revoke requirement, cluster5


X: -1.6691, Y: 11.6763, P: revoke filing, cluster5


X: -0.3166, Y: 12.6518, P: implement e-submission, cluster8


X: 3.9196, Y: 13.8238, P: warn about unauthorized crypto exchange, cluster51


X: -1.754, Y: 14.232, P: correct financial statement, cluster26


X: -4.7097, Y: 10.3175, P: promote long term saving, cluster-1


X: -4.5522, Y: 10.5652, P: provide retirement savings plans, cluster-1


X: -4.5755, Y: 10.5707, P: increase retirement savings, cluster-1


X: -4.5372, Y: 10.5432, P: provide retirement income, cluster-1


X: -0.5539, Y: 12.9853, P: publish reports, cluster8


X: -0.6874, Y: 10.2769, P: have quality improvement, cluster-1


X: -0.9342, Y: 6.1377, P: have shortcoming, cluster37


X: 3.8665, Y: 10.398, P: collaborate in project, cluster34


X: 0.23, Y: 10.1993, P: request to strictly implement, cluster1


X: 0.2917, Y: 10.1785, P: strictly implement, cluster1


X: -0.7561, Y: 10.6338, P: request to improve, cluster-1


X: 2.9311, Y: 14.3244, P: suspend broker, cluster45


X: -2.4502, Y: 9.4248, P: fail to record call, cluster-1


X: -0.2002, Y: 9.1237, P: supports initiatives of, cluster2


X: -0.2565, Y: 10.7947, P: provide principle, cluster4


X: -5.1986, Y: 10.3122, P: reduce barrier for public to access capital market, cluster-1


X: -3.6134, Y: 10.3603, P: issue consultation paper on updating regulation for online fund distribution business, cluster17


X: -2.6903, Y: 6.328, P: plans to revise annual fee, cluster6


X: -1.2541, Y: 13.326, P: increase disclosure requirement, cluster26


X: -0.4172, Y: 10.2523, P: improve default management, cluster1


X: 0.3235, Y: 12.6841, P: conducted survey, cluster8


X: -0.2505, Y: 12.9264, P: submitted findings, cluster8


X: 1.7607, Y: 10.5624, P: declare importance, cluster0


X: -0.1723, Y: 11.0916, P: follow guidance, cluster4


X: -1.1852, Y: 13.1847, P: request feedback on disclosure of officer positions, cluster26


X: -2.2104, Y: 7.6005, P: issue exemption, cluster39


X: -5.7706, Y: 12.0904, P: contribute to sustainable development, cluster52


X: -4.8256, Y: 9.2604, P: provide investment options, cluster10


X: -2.2981, Y: 7.3827, P: exempt fee for SRI Fund, cluster39


X: -5.7163, Y: 11.9355, P: focus on sustainable investment, cluster52


X: -2.6917, Y: 6.3991, P: update fee structure, cluster6


X: -2.2554, Y: 7.3448, P: exempt fee for inactive licensees, cluster39


X: 2.0403, Y: 11.848, P: have authority to, cluster24


X: -0.0988, Y: 11.7583, P: inside information, cluster4


X: -2.9855, Y: 8.2262, P: involved inside trading, cluster7


X: 0.9399, Y: 9.4839, P: follow progress, cluster3


X: 5.5408, Y: 9.152, P: be hosted by, cluster20


X: 2.6409, Y: 11.2725, P: receive opinion from, cluster24


X: -0.0291, Y: 11.4478, P: share knowledge about, cluster4


X: 0.9885, Y: 9.4796, P: follow progress about, cluster3


X: 4.721, Y: 7.8131, P: transfer chairman to, cluster36


X: 4.7483, Y: 7.8538, P: receive chairman from, cluster36


X: -3.7102, Y: 16.7979, P: plan to construct solar power plant, cluster57


X: 4.8495, Y: 7.9363, P: has board of directors, cluster36


X: 4.6453, Y: 15.3827, P: has board of auditors, cluster53


X: -1.0738, Y: 13.1756, P: disclose information to, cluster26


X: 3.5505, Y: 9.4971, P: provide online course, cluster18


X: 1.3206, Y: 13.0006, P: violate capital market advisor regulation, cluster21


X: 0.6798, Y: 4.8823, P: regulate digital asset business, cluster42


X: 1.7438, Y: 9.2505, P: monitor closely, cluster3


X: -1.7516, Y: 6.0916, P: reduce assets, cluster22


X: -1.9387, Y: 8.8151, P: notify customer, cluster25


X: -5.895, Y: 11.1658, P: support for SMEs to access capital market instruments, cluster52


X: 6.6785, Y: 7.527, P: support foreign company issue stock thailand, cluster48


X: -1.8044, Y: 6.3743, P: reduce burden private sector report stock holding, cluster22


X: 4.7511, Y: 7.5152, P: be president, cluster36


X: 3.9421, Y: 9.8289, P: welcome participant, cluster34


X: 6.5624, Y: 7.5374, P: policy of thai capital market development, cluster48


X: 6.4422, Y: 7.6185, P: speech on thai capital market, cluster48


X: 5.044, Y: 13.5404, P: publish public consultation, cluster64


X: 1.983, Y: 13.6477, P: subject to conflict of interest, cluster19


X: 6.6629, Y: 7.5558, P: reduce regulatory burden on foreign companies issuing securities in Thailand, cluster48


X: 6.6377, Y: 7.5546, P: reduce regulatory burden on Thai companies in reporting shareholdings, cluster48


X: -1.0802, Y: 13.7909, P: false disclosure, cluster26


X: 0.6369, Y: 4.9292, P: discuss about digital assets, cluster42


X: 1.6611, Y: 12.2921, P: has qualification, cluster21


X: -3.5215, Y: 7.6205, P: receive transfer from, cluster7


X: -0.5926, Y: 9.2975, P: support technical assistance in, cluster2


X: -0.2423, Y: 9.1778, P: support development of, cluster2


X: 0.2622, Y: 10.7429, P: define requirement, cluster1


X: 0.2643, Y: 9.6371, P: plan activity, cluster1


X: -1.2155, Y: 13.3223, P: publish disclosure guidelines, cluster26


X: 1.0426, Y: 3.5548, P: involve exam fraud, cluster42


X: -1.9281, Y: 11.2636, P: propose regulation update, cluster5


X: -2.073, Y: 6.8453, P: extend fee waiver, cluster39


X: 3.0803, Y: 12.7576, P: maintain security, cluster44


X: -3.9438, Y: 7.5926, P: segregate assets, cluster27


X: -3.888, Y: 7.5223, P: reconcile assets, cluster27


X: 2.2675, Y: 13.0825, P: prohibit commingling, cluster-1


X: -3.7307, Y: 7.941, P: prohibit use of customer assets, cluster7


X: 3.8751, Y: 13.8472, P: prohibit lending of customer crypto assets, cluster51


X: 3.9357, Y: 13.8723, P: allow lending of customer crypto assets, cluster51


X: 8.7936, Y: 10.9052, P: support sustainable debt issuance, cluster28


X: -1.4048, Y: 11.3169, P: propose to revise the criteria, cluster5


X: -5.8699, Y: 11.1964, P: promote SME access to funding, cluster52


X: -5.8838, Y: 11.2076, P: approve principle to facilitate SMEs access to funding, cluster52


X: -5.8038, Y: 11.0672, P: issue regulations to allow SMEs to offer securities, cluster52


X: -5.9633, Y: 11.2235, P: provide educational activities to SMEs, cluster52


X: -5.903, Y: 11.1921, P: plan to develop investment channels in SMEs, cluster52


X: -0.7697, Y: 7.6643, P: discuss with Department of Business Development, cluster9


X: -4.7339, Y: 7.7418, P: review approval criteria for public share offerings, cluster27


X: 6.6169, Y: 7.5201, P: discuss with Stock Exchange of Thailand, cluster48


X: -1.7488, Y: 6.3001, P: consider reducing fundraising costs, cluster22


X: -5.9652, Y: 11.2375, P: establish working group to support SMEs, cluster52


X: -1.8165, Y: 11.3001, P: approve amendments to fund selling license criteria, cluster5


X: -4.1307, Y: 9.6386, P: allow fund sellers to sell units of a single fund management company, cluster17


X: -4.183, Y: 9.6111, P: allow fund sellers to use their own company names, cluster17


X: -2.1325, Y: 12.2281, P: seek public feedback before submitting amendments, cluster40


X: 3.721, Y: 18.356, P: develop ESG Product Platform, cluster70


X: 3.7384, Y: 18.3257, P: provide ESG product information, cluster70


X: 6.3296, Y: 7.6285, P: display information in Thai and English, cluster48


X: 8.8389, Y: 10.8518, P: include information on sustainable debt instruments, cluster28


X: -3.4977, Y: 10.5043, P: include information on SRI Funds, cluster-1


X: 3.7467, Y: 18.3147, P: provide ESG related guidelines and documents, cluster70


X: 3.7388, Y: 18.3361, P: planned to add more ESG information, cluster70


X: -4.4105, Y: 9.0748, P: adjust investor definition, cluster10


X: 0.3855, Y: 4.2012, P: warn to shareholder, cluster42


X: -4.8829, Y: 6.1957, P: plan to issue new share, cluster35


X: -4.3527, Y: 7.0389, P: plan to relax takeover bid, cluster27


X: -4.6514, Y: 6.34, P: plan to buy share from, cluster35


X: 4.0642, Y: 10.7641, P: sign business cooperation with, cluster34


X: 3.971, Y: 10.712, P: plan to pay for business cooperation with, cluster34


X: -2.6666, Y: 8.045, P: consider the transaction as, cluster7


X: -4.4408, Y: 6.2572, P: plan to sell share at lower price, cluster35


X: -1.2211, Y: 11.0229, P: involve utility token regulation, cluster5


X: -1.6435, Y: 12.4436, P: issue new stock announcement, cluster40


X: 2.5717, Y: 11.2743, P: seek public opinion, cluster24


X: 2.6099, Y: 12.8431, P: warn about impersonation, cluster44


X: 4.6681, Y: 8.8066, P: preside ceremony, cluster20


X: 4.1929, Y: 9.9025, P: send representative to event, cluster34


X: 5.5367, Y: 10.0855, P: give speech at event, cluster-1


X: 4.2873, Y: 9.0797, P: provide information at event, cluster-1


X: 4.2097, Y: 9.1325, P: provide knowledge at event, cluster-1


X: 5.5542, Y: 9.6642, P: give lecture at event, cluster20


X: -0.5884, Y: 11.2601, P: issue new guidance, cluster4


X: -4.8552, Y: 9.2262, P: facilitate investment, cluster10


X: -3.5036, Y: 8.8266, P: promote cross border fund, cluster31


X: -5.2146, Y: 10.2329, P: promote human capital, cluster-1


X: 3.3456, Y: 9.8447, P: educate public, cluster18


X: 7.3223, Y: 4.1201, P: adjust rule for IPO, cluster38


X: -0.5191, Y: 12.7202, P: publish consulting paper, cluster8


X: -4.9456, Y: 6.123, P: revised the criteria of PP share offering, cluster35


X: 2.6802, Y: 14.1453, P: cancelled the application process, cluster45


X: -4.9128, Y: 6.1064, P: updated to support the case of offering the remaining shares, cluster35


X: -2.9221, Y: 5.9144, P: updated the calculation of market price, cluster6


X: -4.3211, Y: 7.1567, P: involve takeover, cluster27


X: -3.0097, Y: 4.3926, P: allocate foreign exchange quota, cluster11


X: -0.1322, Y: 11.7212, P: include information, cluster4


X: 0.0336, Y: 8.425, P: promote social enterprise, cluster14


X: -1.2259, Y: 11.4087, P: proposes new guidelines, cluster5


X: -1.2064, Y: 6.2316, P: reduce limit, cluster22


X: -1.99, Y: 11.4792, P: plan to update laws, cluster5


X: -1.7324, Y: 12.1507, P: will be updated with following points, cluster40


X: -4.4775, Y: 8.7445, P: should not approve investment, cluster10


X: -3.3239, Y: 10.1101, P: ให้ความเห็นของที่ปรึกษาทางการเงินอิสระ (IFA), cluster17


X: 0.8735, Y: 9.4681, P: เสนอขาย PP, cluster3


X: -4.3167, Y: 6.5399, P: เสนอขายต่อผู้ถือหุ้นเดิมตามสัดส่วนการถือหุ้น (RO), cluster35


X: 0.4673, Y: 9.6226, P: เพิ่มความคล่องตัว, cluster1


X: -3.8511, Y: 10.7061, P: ระดมทุนได้ครบตามจำนวนที่ต้องการ, cluster-1


X: 9.7139, Y: 7.6435, P: regulated cybersecurity, cluster68


X: 9.7225, Y: 7.6415, P: regulated cybersecurity requirement, cluster68


X: 9.7192, Y: 7.6435, P: comply cybersecurity regulation, cluster68


X: 9.7, Y: 7.6459, P: have cybersecurity audit, cluster68


X: 9.7033, Y: 7.6533, P: have cybersecurity penetration test, cluster68


X: 9.721, Y: 7.6736, P: have cybersecurity risk assessment, cluster68


X: 9.7055, Y: 7.659, P: manage cybersecurity risk, cluster68


X: 9.6963, Y: 7.6509, P: have cybersecurity fund, cluster68


X: 9.6974, Y: 7.648, P: talk about cybersecurity, cluster68


X: -0.1802, Y: 9.0094, P: develop system, cluster2


X: -0.9154, Y: 13.807, P: spread false news, cluster26


X: -2.9822, Y: 8.2122, P: investigate trading, cluster7


X: 3.5627, Y: 13.0955, P: consider risks, cluster51


X: -1.3028, Y: 8.9336, P: offer services, cluster25


X: -0.4901, Y: 11.9771, P: receive letter from, cluster8


X: -1.3943, Y: 10.8799, P: follow regulation of, cluster5


X: 0.6418, Y: 4.8468, P: discuss tax on digital assets, cluster42


X: 4.5364, Y: 15.4367, P: find auditing issue, cluster53


X: 3.454, Y: 7.7408, P: suggest no gift during meeting, cluster-1


X: -3.4398, Y: 10.5677, P: issue SRI Fund disclosure guidelines, cluster-1


X: 3.8068, Y: 18.2203, P: support ESG consideration in fund management, cluster70


X: 3.7535, Y: 18.3069, P: drive ESG in economy and society, cluster70


X: -5.1701, Y: 10.3913, P: promote sustainable capital market internationally, cluster-1


X: -2.0156, Y: 9.244, P: issue ASEAN SRFS, cluster25


X: -2.9759, Y: 16.1987, P: reduce greenwashing, cluster57


X: -1.9902, Y: 9.2352, P: enhance acceptance of ASEAN sustainable funds, cluster25


X: -3.4493, Y: 10.5689, P: open for comment on SRI Fund disclosure standards, cluster-1


X: -2.0269, Y: 9.2575, P: require SRI Funds to comply with ASEAN SRFS, cluster25


X: -3.4464, Y: 10.5709, P: publish consultation paper on SRI Fund disclosure standards, cluster-1


X: -3.4287, Y: 10.5936, P: set deadline for comments on SRI Fund disclosure standards, cluster-1


X: -1.7014, Y: 11.3096, P: propose to revise rule, cluster5


X: 7.1525, Y: 13.1591, P: define benefactor, cluster90


X: 7.1867, Y: 4.2211, P: limit ipo allocation, cluster38


X: 7.3257, Y: 4.0029, P: reduce ipo sale report period, cluster38


X: 7.16, Y: 4.0639, P: extend ipo lockup period, cluster38


X: 1.8802, Y: 12.6796, P: behave dishonest, cluster21


X: -2.0546, Y: 11.404, P: consider update regulation, cluster5


X: 2.9824, Y: 7.4654, P: require age verification, cluster-1


X: 1.2784, Y: 12.2269, P: perform due diligence, cluster21


X: 3.3359, Y: 9.7497, P: provide education, cluster18


X: 3.578, Y: 13.1167, P: need to understand risk, cluster51


X: -0.1971, Y: 11.6693, P: can access information, cluster4


X: 1.7837, Y: 5.1063, P: can check list of licensed businesses, cluster60


X: -1.9142, Y: 10.3759, P: propose to update ICO regulation, cluster47


X: -0.6764, Y: 10.8651, P: adjust formula, cluster-1


X: -0.8815, Y: 10.9648, P: adjust method, cluster5


X: 1.305, Y: 10.6111, P: define condition, cluster0


X: 2.6783, Y: 14.0875, P: cancel authority, cluster45


X: -9.8272, Y: 7.9026, P: has policy to prevent corruption, cluster74


X: -9.8273, Y: 7.9021, P: support in disclosing corruption prevention policy, cluster74


X: 2.1997, Y: 10.9625, P: influence by, cluster24


X: -3.8155, Y: 5.8003, P: issue stock to investor, cluster6


X: -4.4962, Y: 9.6827, P: allow investment in fund, cluster17


X: 2.0241, Y: 12.9283, P: prohibited from being a person in the capital market business, cluster-1


X: -1.196, Y: 13.2454, P: need to disclose, cluster26


X: -0.5439, Y: 9.5556, P: need to provide, cluster2


X: 0.8519, Y: 11.4522, P: subject of action, cluster15


X: 5.2106, Y: 9.3544, P: held annual conference, cluster20


X: 5.2539, Y: 9.3265, P: hosted annual conference, cluster20


X: 5.3788, Y: 9.2434, P: applied to host annual conference, cluster20


X: 4.8007, Y: 7.7814, P: support women leadership, cluster36


X: 4.7788, Y: 7.7167, P: increase women leadership, cluster36


X: 8.177, Y: 11.2003, P: loaned money to, cluster28


X: 8.1769, Y: 11.1459, P: loaned money from, cluster28


X: 8.9212, Y: 10.3099, P: redeemed bonds and notes, cluster33


X: -3.1866, Y: 5.8848, P: create price of, cluster6


X: 8.1279, Y: 11.1335, P: lend account to, cluster28


X: -1.7487, Y: 11.169, P: proposed revised regulation, cluster5


X: 3.8166, Y: 13.8202, P: ban deposit taking and lending, cluster51


X: 0.5641, Y: 4.0177, P: warn about investment scam, cluster42


X: -3.6557, Y: 7.5023, P: involve stock transfer, cluster7


X: -3.2013, Y: 9.8118, P: give financial aid, cluster17


X: -1.5478, Y: 10.9916, P: propose regulation topic, cluster5


X: -1.5819, Y: 11.0601, P: receive regulation proposal, cluster5


X: -2.4412, Y: 12.7615, P: receive feedback proposal, cluster40


X: 5.0901, Y: 13.4564, P: open for public consultation, cluster64


X: -3.8582, Y: 10.8149, P: aim to promote fundraising, cluster-1


X: -1.4519, Y: 11.0857, P: expected to have clear regulations, cluster5


X: -3.8862, Y: 10.189, P: regulate funding portal, cluster17


X: -3.8149, Y: 10.2297, P: funding portal must meet requirements, cluster17


X: -3.8308, Y: 10.2239, P: funding portal must be approved, cluster17


X: -3.8337, Y: 10.1866, P: funding portal must notify, cluster17


X: -3.8339, Y: 10.2059, P: funding portal must notify changes, cluster17


X: 5.0145, Y: 13.6319, P: consultation paper available on, cluster64


X: -2.5417, Y: 12.7116, P: deadline for public comments, cluster40


X: 1.5678, Y: 13.3962, P: punish for irresponsible and negligent act, cluster19


X: 1.6029, Y: 13.1918, P: have irresponsible and negligent act, cluster19


X: 3.869, Y: 13.8385, P: prohibit crypto asset fund managers from using DeFi, cluster51


X: 3.868, Y: 13.8388, P: prohibit crypto asset advisors from providing advice on DeFi, cluster51


X: 4.8347, Y: 7.8204, P: support gender diversity, cluster36


X: -1.7134, Y: 11.2639, P: proposed to revise the rules of NC, cluster5


X: 8.2792, Y: 11.0112, P: allow to use subordinated loan to compensate NC, cluster28


X: -3.6608, Y: 7.802, P: require suspension of business and transfer of customer assets, cluster7


X: 0.6452, Y: 4.9078, P: include digital assets in NC calculation, cluster42


X: -4.8139, Y: 9.0307, P: find investment behavior, cluster10


X: -4.0109, Y: 9.9288, P: study trigger fund, cluster17


X: -3.7464, Y: 5.5296, P: involved in stock manipulation, cluster-1


X: 1.019, Y: 12.0898, P: test system, cluster21


X: -0.0243, Y: 6.5805, P: expand to support, cluster37


X: -0.352, Y: 9.3188, P: support from, cluster2


X: 0.2956, Y: 8.9621, P: purpose of development, cluster14


X: 0.0257, Y: 10.9586, P: develop policy, cluster4


X: 0.3794, Y: 7.157, P: benefit to, cluster29


X: -0.0635, Y: 10.0059, P: have process, cluster1


X: 1.8534, Y: 9.7535, P: consistent with, cluster0


X: -0.3647, Y: 10.1276, P: have readiness, cluster1


X: -0.9644, Y: 13.1579, P: disclose material information, cluster26


X: -3.1471, Y: 10.281, P: involve misconduct investment advisor, cluster-1


X: -2.7279, Y: 8.2719, P: propose to modify material related transactions criteria, cluster7


X: -4.9824, Y: 8.86, P: allow investment in all asset classes, cluster10


X: -4.7366, Y: 9.3355, P: increase investment flexibility, cluster10


X: -4.4758, Y: 9.5857, P: set investor qualification criteria, cluster17


X: 7.2955, Y: 4.4827, P: update ipo filing requirement, cluster38


X: -0.0652, Y: 12.2056, P: proposed bill, cluster8


X: 9.7259, Y: 7.665, P: has cyber resilience standard, cluster68


X: 9.7232, Y: 7.6634, P: can follow cyber resilience standard efficiently, cluster68


X: -5.1542, Y: 10.4684, P: agreement on sustainable capital market development, cluster-1


X: -3.4487, Y: 8.755, P: agreement on cross border research dissemination, cluster31


X: 8.9302, Y: 10.9268, P: agreement on disclosure of debt issuance programme, cluster28


X: 2.3199, Y: 8.1297, P: agreement on information exchange network, cluster23


X: 3.1956, Y: 5.4378, P: issue award to, cluster-1


X: 0.4751, Y: 4.1115, P: warn to invest, cluster42


X: 2.9318, Y: 13.3685, P: warn about HashBX Global, cluster44


X: -0.4258, Y: 12.2555, P: propose standard data format, cluster8


X: 0.657, Y: 4.9159, P: collect data from digital asset businesses, cluster42


X: -1.4664, Y: 11.3753, P: propose to revise guidelines, cluster5


X: -1.2907, Y: 11.5906, P: approve revision of guidelines, cluster5


X: -2.7334, Y: 12.9786, P: open for comments, cluster43


X: -5.0057, Y: 9.1705, P: potential investment, cluster10


X: 1.4378, Y: 11.649, P: have no experience in, cluster15


X: 1.4145, Y: 11.6896, P: lack of experience in, cluster15


X: 3.9884, Y: 13.9123, P: announced cryptocurrency for ICO and base trading pair, cluster51


X: 3.8601, Y: 13.9075, P: removed cryptocurrency from base trading pair, cluster51


X: -4.1542, Y: 9.9208, P: regulate fund business, cluster17


X: -4.7876, Y: 8.9384, P: consider investor behavior, cluster10


X: 1.2262, Y: 12.2049, P: require suitability test, cluster21


X: -1.2041, Y: 13.298, P: require clear disclosure, cluster26


X: 1.1825, Y: 7.4327, P: open new channels, cluster-1


X: 0.4489, Y: 4.1382, P: warn investors, cluster42


X: -3.8228, Y: 8.8798, P: propose to allow broker dealers and futures brokers to provide program trading and portfolio advisory with execution services, cluster31


X: -4.1274, Y: 10.0668, P: propose to revise the rules of the real estate fund, cluster17


X: -4.0663, Y: 9.2753, P: coordinate with the Association of Investment Management Companies, cluster31


X: -1.5606, Y: 11.2107, P: propose additional concepts for revision of the rules, cluster5


X: 5.0374, Y: 13.6465, P: publish the said consultation paper, cluster64


X: 1.7627, Y: 11.643, P: not allow to, cluster24


X: -1.7255, Y: 11.372, P: propose amendment of rules, cluster5


X: -1.0111, Y: 11.0122, P: allow temporary rules, cluster5


X: -2.3313, Y: 12.0754, P: publish draft amendment of rules, cluster40


X: 0.7063, Y: 4.9153, P: offer digital asset exchange service without license, cluster42


X: 0.6659, Y: 4.913, P: propose to modify the capital adequacy of digital asset businesses, cluster42


X: -0.1444, Y: 11.7143, P: require to check client information, cluster4


X: 1.44, Y: 14.6356, P: supervise to prevent money laundering, cluster-1


X: 0.1488, Y: 13.7107, P: must have measures to handle complaints, cluster-1


X: 3.4386, Y: 8.8399, P: must have qualified staffs, cluster-1


X: 3.5205, Y: 13.0697, P: must have sound risk management system, cluster44


X: -1.5279, Y: 7.0632, P: must have strong financial position, cluster39


X: -2.8832, Y: 11.3961, P: must have good corporate governance, cluster61


X: 5.5534, Y: 9.158, P: host webinar, cluster20


X: 2.6466, Y: 11.2906, P: exchange opinion, cluster24


X: -2.0487, Y: 11.372, P: propose update regulation, cluster5


X: -2.1781, Y: 11.8766, P: draft tax amendment, cluster40


X: -1.0978, Y: 1.9744, P: benefit from tax exemption, cluster63


X: 5.0413, Y: 13.4945, P: consult public, cluster64


X: 4.419, Y: 7.2133, P: has leader, cluster36


X: -3.9639, Y: 7.9204, P: regulate segregation of client assets, cluster7


X: -4.1972, Y: 8.2772, P: protect client assets, cluster31


X: -3.6343, Y: 8.1567, P: define unaffiliated clients, cluster7


X: -1.0188, Y: 3.9838, P: increase growth, cluster13


X: -0.4884, Y: 9.155, P: support tech, cluster2


X: 3.078, Y: 14.8278, P: punish by suspending the approval as a securities investment advisor, cluster45


X: -4.5468, Y: 8.6029, P: give incomplete and inaccurate information to investors, cluster10


X: 1.9218, Y: 7.8102, P: not approved time extention, cluster23


X: -0.2067, Y: 11.8306, P: ask for more information, cluster4


X: -0.5487, Y: 11.2865, P: issued guideline, cluster4


X: -1.6491, Y: 9.031, P: can be offered to, cluster25


X: 0.4628, Y: 10.6839, P: required by, cluster1


X: -1.2333, Y: 13.2285, P: must be disclosed by, cluster26


X: -0.2236, Y: 9.1591, P: support initiative of, cluster2


X: -2.9442, Y: 8.2697, P: update transaction report fund cross trade, cluster7


X: -3.2616, Y: 9.7732, P: receive financial assistance, cluster17


X: 7.2685, Y: 4.4687, P: improve qualification of ipo applicants, cluster38


X: -4.1, Y: 16.0555, P: open sandbox for, cluster57


X: -4.0969, Y: 16.0518, P: participate in sandbox, cluster57


X: 4.4654, Y: 5.9866, P: have right to vote at, cluster49


X: -4.6413, Y: 6.095, P: request to reduce purchase of shares in, cluster35


X: -4.8207, Y: 6.6114, P: originally planned to purchase 100 percent shares in, cluster35


X: -4.6989, Y: 6.299, P: now request to purchase at least 75 percent shares in, cluster35


X: -4.1544, Y: 6.7702, P: believe the acquisition will benefit the company, cluster12


X: -4.617, Y: 7.9183, P: recommend shareholders not to approve the acquisition, cluster27


X: -2.8078, Y: 5.7145, P: believe the purchase price is too high, cluster6


X: -2.8096, Y: 6.1023, P: believe the initial payment is too high, cluster6


X: -2.7845, Y: 6.3447, P: believe the premium payment is not appropriate, cluster6


X: 3.5564, Y: 13.106, P: believe the acquisition has several risks, cluster51


X: -2.839, Y: 13.756, P: involved in insider information, cluster43


X: -0.1122, Y: 8.6604, P: plan to promote, cluster2


X: -0.571, Y: 11.0247, P: define standard, cluster4


X: 8.429, Y: 10.2524, P: support green bond, cluster33


X: 8.4037, Y: 10.2444, P: invest in green bond, cluster33


X: -1.0659, Y: 13.8071, P: involve false disclosure, cluster26


X: 0.4604, Y: 11.1804, P: recommends to, cluster15


X: -3.2319, Y: 9.7922, P: provides financial assistance to, cluster17


X: -4.6552, Y: 6.3421, P: purchases common stock from, cluster35


X: -3.2732, Y: 9.8237, P: receives financial assistance from, cluster17


X: 8.3708, Y: 11.0096, P: is collateral for loan from, cluster28


X: -4.6776, Y: 7.7573, P: needs approval from shareholders for, cluster27


X: 0.4963, Y: 4.0817, P: warn about investment, cluster42


X: 1.8598, Y: 5.1316, P: reject license, cluster60


X: -5.9042, Y: 11.2138, P: support crowdfunding for SME and startups, cluster52


X: -3.9169, Y: 11.0028, P: update crowdfunding rules, cluster-1


X: -3.9193, Y: 10.9412, P: increase investment limit in crowdfunding, cluster-1


X: -3.1102, Y: 14.672, P: propose to revise liquidity coverage ratio calculation and reporting criteria, cluster72


X: 0.7207, Y: 4.8489, P: has license digital asset business, cluster42


X: 0.7931, Y: 4.7826, P: has no license digital asset business, cluster42


X: 0.7408, Y: 4.8194, P: has pending license digital asset business, cluster42


X: -3.4561, Y: 10.58, P: issue guidance on SRI Fund disclosure, cluster-1


X: 3.7482, Y: 18.3135, P: promote ESG consideration, cluster70


X: -1.9764, Y: 9.2468, P: issue ASEAN Sustainable and Responsible Fund Standards, cluster25


X: -2.0084, Y: 9.2583, P: support ASEAN SRFS, cluster25


X: -1.835, Y: 14.04, P: promote financial reporting quality, cluster26


X: 4.6915, Y: 15.3622, P: increase number of auditors, cluster53


X: 4.7056, Y: 15.3496, P: promote quality of auditors, cluster53


X: 5.0566, Y: 6.0067, P: obstructs shareholders meeting, cluster49


X: 4.9519, Y: 8.0249, P: obstructs board meeting, cluster36


X: 1.428, Y: 13.0474, P: breaches fiduciary duty, cluster19


X: 0.9495, Y: 13.3745, P: violates sec law, cluster19


X: -4.5838, Y: 7.5274, P: violation of shareholder rights, cluster27


X: 1.1912, Y: 13.1817, P: identified violation, cluster19


X: 0.823, Y: 12.5494, P: coordinated investigation, cluster21


X: -1.7334, Y: 6.3441, P: reduce burden for fundraising, cluster22


X: 3.6078, Y: 8.519, P: appoint as qualified member, cluster-1


X: 3.1542, Y: 10.5807, P: representative of, cluster34


X: 1.977, Y: 13.6535, P: has conflict of interest, cluster19


X: 0.9883, Y: 3.6008, P: suspected fraudulent transaction, cluster42


X: 3.002, Y: 14.6882, P: suspend advisor, cluster45


X: -4.8886, Y: 6.2166, P: adjust guidelines for new share offerings, cluster35


X: -1.5473, Y: 7.4741, P: streamline and reduce restrictions on holding companies, cluster39


X: 4.4146, Y: 7.8631, P: allow holding companies to appoint individuals to boards of subsidiaries and affiliates, cluster36


X: 4.3056, Y: 7.8466, P: exempt holding companies from the requirement to appoint executives to subsidiaries and affiliates, cluster36


X: 4.2652, Y: 7.8004, P: allow subsidiaries and affiliates to appoint their own executives, cluster36


X: -4.7759, Y: 10.8892, P: update Private Placement guidelines, cluster-1


X: -4.478, Y: 8.1449, P: aim to protect shareholders, cluster-1


X: 0.3723, Y: 7.1003, P: prevent unfair benefits, cluster29


X: -4.7434, Y: 10.8988, P: issue Private Placement, cluster-1


X: -5.3291, Y: 10.0734, P: require board of directors to review capital increase, cluster-1


X: -5.3406, Y: 10.1253, P: require disclosure of rationale for capital increase, cluster-1


X: 0.0908, Y: 13.1907, P: require approval from SEC, cluster-1


X: 5.0943, Y: 5.8254, P: require submission of shareholders meeting notice, cluster49


X: 2.0769, Y: 7.7445, P: set silent period, cluster23


X: -4.601, Y: 6.1409, P: prevent dumping of shares, cluster35


X: -1.827, Y: 14.1043, P: open hearing on changes to provident fund financial statements, cluster26


X: 0.5171, Y: 4.7674, P: unlicensed business, cluster42


X: -1.663, Y: 6.2462, P: reduce burden cost, cluster22


X: -5.7164, Y: 11.9819, P: aware of sustainable economic growth, cluster52


X: -3.751, Y: 10.0215, P: promote funding for government supported business, cluster17


X: -0.7258, Y: 10.5338, P: revise listing requirements for government supported businesses, cluster-1


X: -5.1843, Y: 10.31, P: access to capital market through market capitalization criteria, cluster-1


X: 0.2861, Y: 13.4438, P: not follow SEC announcement, cluster-1


X: -3.4212, Y: 8.19, P: order buy and sell instead of investor, cluster7


X: -2.4514, Y: 9.3559, P: not record order completely, cluster-1


X: 4.4729, Y: 15.5295, P: have special audit, cluster53


X: 2.9609, Y: 14.2664, P: temporarily halt trading, cluster45


X: -1.1685, Y: 13.0849, P: order disclosure, cluster26


X: -1.1792, Y: 13.2779, P: have disclosure, cluster26


X: -0.125, Y: 12.1851, P: request attend egm, cluster8


X: 4.9169, Y: 8.0872, P: need appoint board member, cluster36


X: 1.141, Y: 10.9717, P: facing problem, cluster15


X: 4.9525, Y: 8.0664, P: may delist if no board member appointed, cluster36


X: -3.9278, Y: 7.9238, P: involve misappropriation of client asset, cluster7


X: -1.7499, Y: 10.3396, P: issue ICO guideline, cluster47


X: 4.6823, Y: 15.3549, P: conduct meeting to improve audit quality, cluster53


X: 0.5792, Y: 11.2936, P: determine AQI framework, cluster15


X: -1.6355, Y: 11.054, P: announced new regulation, cluster5


X: -1.481, Y: 15.5137, P: allow REIT buyback leasehold, cluster67


X: -5.0154, Y: 14.6471, P: has authority to pay bribes, cluster84


X: -5.0185, Y: 14.6479, P: no authority to pay bribes, cluster84


X: -3.1913, Y: 8.3133, P: involve improper trading, cluster7


X: -4.1163, Y: 10.1416, P: propose to adjust fund requirements, cluster17


X: -4.117, Y: 9.9407, P: manage fund, cluster17


X: 7.1662, Y: 13.1687, P: act as trustee, cluster90


X: 0.8197, Y: 12.6026, P: order to explain and investigate, cluster21


X: 4.517, Y: 15.4835, P: have a special audit, cluster53


X: 5.4604, Y: 9.5182, P: hold a public presentation, cluster20


X: 5.4242, Y: 9.5266, P: have a public presentation, cluster20


X: 0.122, Y: 13.7266, P: submit a complaint, cluster-1


X: -0.3668, Y: 12.738, P: submit information, cluster8


X: -0.133, Y: 11.4875, P: create a centralized information hub, cluster4


X: 1.8063, Y: 11.8983, P: urge to perform duties, cluster24


X: 1.7974, Y: 11.8638, P: perform duties, cluster24


X: 7.7818, Y: 7.5441, P: sub project, cluster82


X: 1.2497, Y: 13.1099, P: violate obligation, cluster19


X: 1.4796, Y: 12.7665, P: obstruct business operation, cluster21


X: 0.7797, Y: 13.2963, P: disobey court order, cluster19


X: 3.6702, Y: 12.1054, P: cause damage to company, cluster32


X: -2.7797, Y: 8.8256, P: use other person account, cluster-1


X: -2.7757, Y: 8.8577, P: allow using personal account, cluster-1


X: 2.1755, Y: 9.3914, P: can choose to show, cluster18


X: 0.8249, Y: 9.2576, P: effective, cluster3


X: 1.2326, Y: 13.9399, P: impose sanction on, cluster19


X: 2.5927, Y: 7.2811, P: in effect date, cluster-1


X: 4.3909, Y: 15.5806, P: submit special audit result, cluster53


X: 2.9224, Y: 14.3025, P: suspend trading, cluster45


X: 1.3491, Y: 13.1795, P: investigate misconduct, cluster19


X: -1.5502, Y: 11.0589, P: propose regulation for, cluster5


X: -2.7886, Y: 13.7433, P: involve insider information, cluster43


X: -2.0985, Y: 11.8261, P: revise amendment, cluster40


X: -2.0266, Y: 11.7968, P: suggest amendment removal, cluster40


X: -2.1508, Y: 11.8626, P: suggest amendment inclusion, cluster40


X: 3.5348, Y: 8.8494, P: have employee, cluster-1


X: -4.0327, Y: 7.821, P: misappropriated assets, cluster27


X: -3.5463, Y: 8.519, P: illegal securities trading, cluster31


X: 0.6857, Y: 4.7159, P: warn about unlicensed digital asset businesses, cluster42


X: 0.6993, Y: 4.8502, P: discourage use of digital asset, cluster42


X: 3.0437, Y: 10.325, P: affiliation, cluster34


X: 0.6594, Y: 12.1633, P: conducted research on, cluster21


X: -1.5395, Y: 9.4756, P: involve CG ScoreCard, cluster47


X: 0.1636, Y: 13.719, P: file a complaint, cluster-1


X: -4.5571, Y: 9.3611, P: lessen limitation of indirect investment, cluster10


X: 3.0358, Y: 6.6482, P: compete with foreign REIT, cluster56


X: 8.8839, Y: 11.2104, P: failed to repay debt, cluster28


X: -1.934, Y: 11.397, P: propose to update regulations, cluster5


X: -2.1923, Y: 7.6336, P: proposes exemption, cluster39


X: -2.1938, Y: 7.6133, P: supports exemption, cluster39


X: 0.701, Y: 4.751, P: warn unlicensed digital asset business, cluster42


X: 0.6687, Y: 4.9308, P: offer digital asset exchange service, cluster42


X: -1.7896, Y: 11.6231, P: propose to amend law, cluster5


X: -5.1697, Y: 7.3536, P: prepare to update definition of major shareholders, cluster27


X: 4.3976, Y: 15.5405, P: have incorrect audit report, cluster53


X: -3.122, Y: 14.6972, P: add liquidity risk management tools, cluster72


X: 1.9827, Y: 13.655, P: regulate conflict of interest, cluster19


X: 3.0785, Y: 14.7842, P: ban investment advisor, cluster45


X: 1.3534, Y: 12.0071, P: not compliant with, cluster15


X: 2.7321, Y: 14.234, P: suspended period, cluster45


X: 4.6612, Y: 15.3723, P: regulate auditors, cluster53


X: -1.8279, Y: 13.9983, P: improve financial reporting, cluster26


X: -4.0225, Y: 10.3139, P: propose to revise criteria for pension fund registrars, cluster17


X: -4.0897, Y: 10.1848, P: propose to revise criteria for establishment and management of funds, cluster17


X: -3.0828, Y: 7.4848, P: can transfer money from PVD to RMF, cluster7


X: -1.9901, Y: 12.1178, P: published consultation paper on proposed revisions, cluster40


X: -2.0684, Y: 12.3202, P: can provide feedback on proposed revisions, cluster40


X: 0.684, Y: 4.8677, P: suspend digital asset exchange, cluster42


X: -0.7035, Y: 10.13, P: fix system deficiency, cluster-1


X: -0.8672, Y: 2.222, P: refund asset, cluster63


X: 4.6532, Y: 15.3519, P: has accountant opinion, cluster53


X: 0.1274, Y: 9.5663, P: operate system, cluster1


X: 9.0012, Y: 10.0945, P: issue digital bonds, cluster33


X: -1.1529, Y: 13.2847, P: update disclosure information and auditors, cluster26


X: -4.2143, Y: 6.87, P: wants to acquire, cluster27


X: 3.8443, Y: 13.8389, P: prohibit deposit taking lending, cluster51


X: 3.5091, Y: 13.2967, P: require risk disclosure, cluster51


X: -5.7274, Y: 11.9555, P: support plan to develop sustainable investment, cluster52


X: 3.7548, Y: 18.2907, P: develop thailand esg data framework, cluster70


X: -2.1311, Y: 13.4683, P: ask for extension, cluster43


X: 1.2741, Y: 13.094, P: violate conduct rules, cluster19


X: -4.0791, Y: 7.9999, P: involve in embezzlement, cluster7


X: -3.9579, Y: 7.9038, P: misappropriate client asset, cluster7


X: -2.7749, Y: 8.8255, P: use other identity to open account, cluster-1


X: 0.6101, Y: 12.163, P: announced research, cluster21


X: 0.6428, Y: 12.1736, P: research published by, cluster21


X: 0.6542, Y: 12.1611, P: research conducted by, cluster21


X: 0.6345, Y: 12.1576, P: analyzed by research, cluster21


X: -3.2646, Y: 7.5987, P: involve improper sale, cluster7


X: -4.9366, Y: 9.2008, P: suggest investment, cluster10


X: -3.1631, Y: 7.6435, P: seek high return, cluster7


X: 4.0665, Y: 13.8715, P: invest with cryptocurrency, cluster51


X: -4.5814, Y: 9.0961, P: offer investment advice, cluster10


X: 1.2081, Y: 12.1463, P: be supervised by, cluster21


X: 1.8935, Y: 12.6875, P: conceal control of business, cluster21


X: 1.5776, Y: 12.3946, P: lack of readiness to conduct business, cluster21


X: 0.6768, Y: 10.5342, P: not correct operation, cluster1


X: 2.6396, Y: 13.8778, P: stop operation, cluster45


X: 0.5238, Y: 4.2485, P: warn about unlicensed investment, cluster42


X: 8.9676, Y: 10.0676, P: facilitate bond offering, cluster33


X: 8.9778, Y: 10.1244, P: not involved in bond offering, cluster33


X: -4.9315, Y: 6.1887, P: fail to report change of shareholding, cluster35


X: 0.4121, Y: 4.1656, P: issue investor alert, cluster42


X: -4.9342, Y: 14.5888, P: offer whistleblower rewards, cluster84


X: -3.8637, Y: 8.7265, P: adjust reporting of securities, cluster31


X: -1.5146, Y: 10.8903, P: reduce regulation, cluster5


X: 13.8453, Y: 10.3734, P: implement regulatory guillotine, cluster88


X: -4.8131, Y: 9.0784, P: max investment, cluster10


X: 1.1653, Y: 12.0582, P: no knowledge test, cluster21


X: 5.0578, Y: 13.4674, P: conduct public consultation, cluster64


X: -1.1095, Y: 11.3401, P: submit improvement plan, cluster5


X: -2.1398, Y: 13.5729, P: request to extend deadline, cluster43


X: -2.1627, Y: 13.5096, P: grant extension request, cluster43


X: -0.4595, Y: 10.0976, P: improve it system, cluster1


X: 1.9101, Y: 13.3648, P: accuse of illegal offering of debentures, cluster19


X: 4.4021, Y: 15.5675, P: submit result special audit, cluster53


X: -2.114, Y: 13.6444, P: extend special audit deadline, cluster43


X: 2.8436, Y: 14.0056, P: freeze asset, cluster45


X: 8.9649, Y: 10.9944, P: disclose false info debt offering, cluster28


X: -4.9972, Y: 9.1991, P: submit investment policy, cluster10


X: -4.9376, Y: 9.06, P: provide investment summary, cluster10


X: 5.0332, Y: 13.4913, P: provide consultation channel, cluster64


X: 2.6127, Y: 14.0199, P: cancel report submission, cluster45


X: 1.6298, Y: 13.1775, P: involve irresponsible behavior, cluster19


X: 9.0212, Y: 9.4652, P: hold bondholder meeting, cluster-1


X: 4.2464, Y: 7.6191, P: appoint new executive, cluster36


X: -1.4314, Y: 11.605, P: amend to be in line with, cluster5


X: 1.049, Y: 13.9112, P: amend to specify criminal penalties only for serious offenses, cluster19


X: 1.0537, Y: 13.8985, P: amend to convert criminal penalties to fines for less serious offenses, cluster19


X: 0.9048, Y: 13.7782, P: amend to set statute of limitations for civil penalties, cluster19


X: 0.9412, Y: 13.674, P: amend to set statute of limitations to 2 years from the date the SEC finds a violation and identifies the perpetrator, cluster19


X: 0.962, Y: 13.751, P: amend to set statute of limitations to 5 years from the date of the offense, cluster19


X: -1.9898, Y: 12.1368, P: publish consultation paper on law amendments, cluster40


X: -2.0698, Y: 11.986, P: submit comments on law amendments, cluster40


X: -1.6245, Y: 11.2451, P: propose to change rules, cluster5


X: 1.9796, Y: 7.6194, P: propose to shorten timeframe, cluster23


X: 1.8729, Y: 5.1264, P: is not licensed, cluster60


X: -2.3679, Y: 12.1514, P: approve draft statutory instrument, cluster40


X: -1.4714, Y: 10.8692, P: has regulation for, cluster5


X: 1.0927, Y: 13.9665, P: levy civil penalty, cluster19


X: 0.2497, Y: 7.1105, P: return benefits, cluster16


X: -2.802, Y: 8.8657, P: manipulate account, cluster-1


X: -0.7652, Y: 12.6282, P: plan to exempt publication of analysis, cluster8


X: 8.9789, Y: 10.0184, P: monitor bond market, cluster33


X: -7.0231, Y: 6.6187, P: determine exchange rate and financial system policy, cluster69


X: 8.8247, Y: 10.9419, P: issue debt regulation, cluster28


X: 13.8446, Y: 10.3734, P: conduct regulatory guillotine, cluster88


X: -3.4082, Y: 8.5391, P: involde in unauthorized futures trading, cluster31


X: -0.7087, Y: 12.5224, P: issued document, cluster8


X: 0.1951, Y: 15.457, P: disseminate class action information, cluster93


X: 5.6098, Y: 9.5612, P: hold seminar on class action, cluster20


X: 0.1995, Y: 15.4468, P: share class action knowledge, cluster93


X: -3.2289, Y: 8.4535, P: discretionary trading, cluster7


X: 1.1979, Y: 8.4884, P: start since, cluster3


X: 1.6997, Y: 10.0928, P: divide into, cluster0


X: -5.0115, Y: 14.6451, P: can determine bribe amount, cluster84


X: -5.0133, Y: 14.6455, P: can determine bribe recipient, cluster84


X: 8.8281, Y: 10.8593, P: promote sustainable debt instruments, cluster28


X: 2.9373, Y: 12.6718, P: protect and educate, cluster44


X: 0.1435, Y: 9.7365, P: have program, cluster1


X: 2.3856, Y: 7.5478, P: open registration in date, cluster23


X: 0.9064, Y: 9.982, P: help in task, cluster0


X: -1.5334, Y: 7.8386, P: help company to be listed in, cluster39


X: -1.8908, Y: 10.3492, P: plan to update ICO regulation, cluster47


X: 9.7186, Y: 7.6483, P: update cybersecurity control, cluster68


X: -2.2832, Y: 7.2689, P: ยกเว้นค่าธรรมเนียมรายปี, cluster39


X: -1.7914, Y: 6.2017, P: ลดค่าธรรมเนียมรายปี, cluster22


X: -7.19, Y: 12.4377, P: สนับสนุนค่าใช้จ่ายในการจัดให้มีผู้ทวนสอบก๊าซเรือนกระจก, cluster65


X: 0.2887, Y: 9.5545, P: set up plan, cluster1


X: 5.2857, Y: 7.0417, P: has minister as chairman, cluster-1


X: 0.6435, Y: 8.32, P: initiates project, cluster14


X: 1.4592, Y: 8.7798, P: has target audience, cluster3


X: 4.2623, Y: 9.8326, P: is invited to join, cluster-1


X: 2.895, Y: 9.4567, P: has activities aligned with, cluster18


X: 3.8358, Y: 9.7015, P: are encouraged to participate in, cluster34


X: 3.0681, Y: 9.4873, P: can organize activities in, cluster18


X: 0.6906, Y: 8.531, P: who participate in project, cluster14


X: 0.5319, Y: 4.9147, P: involve creating artificial volume of digital asset, cluster42


X: -1.7024, Y: 12.1059, P: propose to revise announcement, cluster40


X: 3.098, Y: 14.8424, P: suspend recommend investment advisor, cluster45


X: -4.5143, Y: 9.0665, P: accept decision investment instead customer, cluster10


X: 0.1552, Y: 7.2701, P: benefit from customer while working, cluster16


X: 2.7746, Y: 13.0357, P: warn people to be careful about, cluster44


X: 1.0065, Y: 3.5781, P: has employee involved in fraudulent scheme, cluster42


X: -0.2504, Y: 11.1852, P: issue standard, cluster4


X: -4.0691, Y: 10.2741, P: propose to modify fund liquidation criteria, cluster17


X: -4.2927, Y: 9.2412, P: regulate investment token, cluster10


X: -2.0916, Y: 8.1137, P: review custodial wallet provider, cluster39


X: 0.6721, Y: 4.8994, P: regulate business scope of digital asset business operators, cluster42


X: 0.6723, Y: 4.9236, P: improve service standards of digital asset business operators, cluster42


X: -2.3488, Y: 12.6608, P: release announcement for comment, cluster40


X: 0.4452, Y: 11.4652, P: is compliant with, cluster15


X: 1.8852, Y: 12.5479, P: not behave with honesty, cluster21


X: 0.3633, Y: 7.1459, P: seek benefits from others, cluster29


X: 1.3294, Y: 13.8734, P: give punishment to, cluster19


X: -0.6492, Y: 10.1062, P: has inadequate system, cluster-1


X: -1.4018, Y: 10.092, P: order to correct problems, cluster47


X: -0.2623, Y: 12.1812, P: has to correct problems within 5 days, cluster8


X: 3.1189, Y: 12.7271, P: has to improve IT system and security, cluster44


X: -3.9416, Y: 8.1961, P: has to improve customer asset safekeeping system, cluster7


X: -2.747, Y: 8.7945, P: has to improve customer account opening and identification system, cluster-1


X: -1.6978, Y: 11.1813, P: has to revise customer service agreement, cluster5


X: -2.1688, Y: 9.4535, P: receive order from non owner, cluster47


X: -0.4541, Y: 10.6149, P: have listing rules for, cluster1


X: -3.8713, Y: 7.6389, P: have listing rules for asset, cluster7


X: 3.0298, Y: 6.6366, P: increase competition for, cluster56


X: -0.6552, Y: 6.891, P: encourage business expansion in, cluster37


X: -4.486, Y: 9.6764, P: encourage investment fund to solve, cluster17


X: 3.5102, Y: 8.9696, P: has vacancy, cluster-1


X: -1.1279, Y: 9.0336, P: receive service, cluster25


X: -3.5334, Y: 7.6189, P: transfer job to, cluster7


X: 3.2917, Y: 8.9978, P: provide job, cluster-1


X: 0.5955, Y: 4.0066, P: warn about fraudulent investment, cluster42


X: -3.9882, Y: 10.1087, P: publish islamic fund regulation, cluster17


X: -1.6546, Y: 9.8794, P: not execute order, cluster47


X: -1.9701, Y: 8.8411, P: not inform customer, cluster25


X: -3.4412, Y: 7.6823, P: transfer money to customer, cluster7


X: 1.896, Y: 12.5809, P: behave not honest, cluster21


X: 1.6973, Y: 12.0126, P: behave not responsible, cluster24


X: 2.7307, Y: 14.2835, P: suspend certificate, cluster45


X: 1.2571, Y: 13.8953, P: set punishment duration, cluster19


X: 1.6198, Y: 12.2772, P: not be qualified, cluster21


X: 2.1388, Y: 11.9136, P: emphasize responsibility, cluster24


X: -3.2864, Y: 10.0831, P: warn financial advisor, cluster17


X: -2.9335, Y: 8.7173, P: trade in client account, cluster-1


X: -0.5582, Y: 12.8061, P: open public factsheet, cluster8


X: -0.4566, Y: 12.101, P: open public data, cluster8


X: 5.4983, Y: 9.966, P: keynote speaker, cluster20


X: 0.0453, Y: 6.5939, P: expand scope of, cluster29


X: -0.5287, Y: 12.9851, P: require reporting within, cluster8


X: 2.3845, Y: 7.3777, P: start date of online reporting, cluster23


X: -3.6686, Y: 11.8396, P: provides scholarship, cluster-1


X: -3.6888, Y: 8.6951, P: propose allow securities and futures businesses to provide trading services on behalf of clients, cluster31


X: -3.6296, Y: 8.4865, P: operate securities business without license, cluster31


X: -3.4803, Y: 8.5298, P: operate futures business without license, cluster31


X: 2.7143, Y: 9.0859, P: hold disucssion, cluster18


X: 4.2921, Y: 9.7353, P: invited participants, cluster-1


X: 0.0805, Y: 10.9605, P: recommend policy, cluster4


X: -1.8087, Y: 14.1566, P: submit incorrect financial statement, cluster26


X: 3.5336, Y: 8.8861, P: hire position, cluster-1


X: -1.1117, Y: 9.9556, P: develop CG Code, cluster47


X: -0.9935, Y: 10.0477, P: develop I Code, cluster47


X: -1.4319, Y: 11.5196, P: propose to modify, cluster5


X: 8.4943, Y: 11.1731, P: increase margin loan security, cluster28


X: 8.4083, Y: 11.1299, P: accept margin loan security, cluster28


X: 3.9874, Y: 13.913, P: regulate cryptocurrency, cluster51


X: -4.574, Y: 9.1277, P: พักการให้ความเห็นชอบเป็นผู้แนะนำการลงทุน, cluster10


X: 0.5312, Y: 11.361, P: ให้คำแนะนำโดยไม่เป็นไปตามหลักวิชาชีพ, cluster15


X: -2.7802, Y: 4.5571, P: รับประกันผลตอบแทน, cluster11


X: -4.5047, Y: 8.2481, P: ไม่ปฏิบัติตามคำสั่งของผู้ลงทุน, cluster-1


X: 1.1153, Y: 13.213, P: violate kyc cdd, cluster19


X: -1.3468, Y: 11.0946, P: publish rules about association, cluster5


X: 1.8615, Y: 5.129, P: order to submit application for license, cluster60


X: 0.7399, Y: 4.7666, P: set punishment for conducting digital asset business without license, cluster42


X: 1.7517, Y: 10.5825, P: important for, cluster0


X: 1.8775, Y: 5.0947, P: request license to, cluster60


X: -5.1978, Y: 10.2666, P: plan to improve capital market in 6 areas, cluster-1


X: -5.1029, Y: 10.131, P: promote diversification of products in capital market, cluster-1


X: -5.1669, Y: 10.3061, P: provide access to capital for all types of businesses, cluster-1


X: -4.6421, Y: 11.0328, P: improve financial literacy of the public, cluster-1


X: -5.7253, Y: 11.9958, P: enhance efficiency for sustainable growth, cluster52


X: -5.1977, Y: 10.3183, P: promote access to capital for businesses, cluster-1


X: 0.6688, Y: 12.3507, P: enhance enforcement of laws, cluster21


X: -5.1962, Y: 10.2467, P: promote capital market as a regional hub, cluster-1


X: -0.7643, Y: 11.2099, P: prepare for international assessment of regulatory standards, cluster5


X: -2.0899, Y: 11.3951, P: update regulations for system stability, cluster61


X: -3.7797, Y: 8.8057, P: develop regulations for securities offerings, cluster31


X: 0.5546, Y: 4.5677, P: warn about unlicensed business, cluster42


X: 0.6933, Y: 4.7385, P: warn about foreign digital asset business, cluster42


X: 1.8922, Y: 5.0937, P: need to get license, cluster60


X: 1.7296, Y: 5.0779, P: can check licensed business, cluster60


X: 0.8686, Y: 12.9454, P: can report suspicious activity, cluster21


X: 0.8874, Y: 12.8393, P: will investigate suspicious activity, cluster21


X: 0.6145, Y: 13.018, P: may take legal action, cluster21


X: 1.3821, Y: 13.0385, P: may violate duties, cluster19


X: 0.5697, Y: 4.5801, P: warning about unlicensed business, cluster42


X: 0.7037, Y: 3.9098, P: warning about scam, cluster42


X: 0.5841, Y: 4.6318, P: report unlicensed business, cluster42


X: 3.9203, Y: 10.7106, P: support cooperation, cluster34


X: 4.519, Y: 5.8754, P: warn shareholder to study information and use voting rights, cluster49


X: -4.6521, Y: 6.306, P: want to purchase share of บริษัท ยูเบสท์ พ้อยท์ มีเดีย จำกัด, cluster35


X: -4.5347, Y: 6.4143, P: want to purchase a right of บริษัท มีเดีย เอเจนซี ไทย จำกัด, cluster35


X: 1.431, Y: 12.2305, P: disagree with คณะกรรมการตรวจสอบ and IFA, cluster21


X: -4.3367, Y: 5.6864, P: think that the price of AJP share is reasonable, cluster35


X: 5.0741, Y: 13.4624, P: propose to open public consultation, cluster64


X: -2.0201, Y: 9.2548, P: implement ASEAN Capital Markets Forum (ACMF), cluster25


X: -2.2527, Y: 9.2919, P: allow ASEAN professionals to provide investment advice, cluster-1


X: -3.8014, Y: 9.1894, P: set framework for cross-border movement of professionals, cluster31


X: -3.8669, Y: 8.9257, P: enable cross-border investment analysis and advice, cluster31


X: -2.0133, Y: 12.1617, P: publish consultation paper on proposed changes, cluster40


X: 2.2019, Y: 10.9405, P: influenced by, cluster24


X: -1.5516, Y: 10.9308, P: increase regulation, cluster5


X: 4.6182, Y: 15.4012, P: adjust the criteria for audit committee of securities companies, cluster53


X: 4.66, Y: 15.3574, P: have an audit committee, cluster53


X: 4.6223, Y: 15.4013, P: have other mechanism to replace the audit committee, cluster53


X: 2.8127, Y: 14.2899, P: order to suspend new customer registration, cluster45


X: -1.3067, Y: 11.6087, P: must submit rectification plan, cluster5


X: -1.9129, Y: 8.7172, P: must improve customer onboarding process, cluster25


X: 0.1369, Y: 13.7191, P: must improve complaint handling process, cluster-1


X: -0.5797, Y: 7.2968, P: must implement business continuity plan, cluster16


X: 1.373, Y: 12.3323, P: due diligence improper, cluster21


X: -1.1427, Y: 13.6098, P: conceal distort information, cluster26


X: 1.5776, Y: 13.1749, P: unethical conduct, cluster19


X: -3.7552, Y: 5.4419, P: prosecuted for stock manipulation, cluster-1


X: -3.7175, Y: 5.5056, P: investigate stock manipulation, cluster-1


X: 3.8945, Y: 10.4509, P: cooperate with DSI, cluster34


X: 3.8832, Y: 10.4033, P: collaborate with DSI, cluster34


X: 2.8532, Y: 6.054, P: is winner of, cluster56


X: 1.3214, Y: 10.4044, P: has obstacle, cluster0


X: 0.5019, Y: 11.3506, P: offer advice, cluster15


X: -0.1892, Y: 10.9572, P: have measure, cluster4


X: -0.488, Y: 9.2204, P: support product, cluster2


X: 4.8141, Y: 7.9765, P: not accept change board member, cluster36


X: 4.8673, Y: 7.9454, P: request review not accept change board member, cluster36


X: 5.0681, Y: 5.9984, P: not call shareholder meeting elect board member, cluster49


X: 4.7449, Y: 15.2977, P: plan to revise auditor approval criteria, cluster53


X: 2.9932, Y: 14.698, P: suspend advisor license, cluster45


X: 2.9005, Y: 13.2478, P: warn advisor, cluster44


X: -3.565, Y: 10.4582, P: approve standard of infrastructure trust, cluster17


X: -5.3743, Y: 10.1606, P: promote capital raising for infrastructure development, cluster-1


X: 6.4926, Y: 7.5201, P: establish thailand as regional fundraising hub, cluster48


X: 1.5288, Y: 9.84, P: similar structure to REIT, cluster0


X: -4.0685, Y: 9.8801, P: can invest in infrastructure projects, cluster17


X: -4.1969, Y: 9.712, P: minimum fund size of 10 billion baht, cluster17


X: 0.2194, Y: 7.6, P: minimum project value of 3 billion baht, cluster16


X: -3.747, Y: 5.9807, P: listed on stock exchange, cluster6


X: -3.0604, Y: 4.4663, P: for projects with commercial revenue of 70%, cluster11


X: -3.0237, Y: 4.4481, P: for projects with commercial revenue below 70%, cluster11


X: -4.4247, Y: 9.4807, P: minimum investment of 10 million baht, cluster10


X: -4.7578, Y: 9.3954, P: provide investment flexibility, cluster10


X: -3.2461, Y: 8.337, P: can trade underlying security, cluster7


X: -0.5804, Y: 12.7907, P: must publish research report, cluster8


X: -1.8635, Y: 14.1398, P: order to revise financial statements, cluster26


X: 0.8597, Y: 12.6858, P: order to investigate further, cluster21


X: -1.2209, Y: 13.2441, P: order to review disclosure, cluster26


X: 5.1209, Y: 5.8206, P: ask shareholder to attend meeting, cluster49


X: 4.3876, Y: 15.5761, P: disclose special audit report, cluster53


X: 0.8494, Y: 12.6588, P: investigate deeper, cluster21


X: 1.0225, Y: 3.5849, P: investigate fraudulent scheme, cluster42


X: -2.811, Y: 13.7527, P: investigate insider information, cluster43


X: -1.0801, Y: 13.8246, P: investigate false disclosure, cluster26


X: 1.5971, Y: 13.7809, P: charge individuals and entities, cluster19


X: 5.1129, Y: 5.8221, P: hold shareholder meeting, cluster49


X: -3.5629, Y: 8.4794, P: accuse of unlicensed securities business, cluster31


X: -1.369, Y: 12.6251, P: propose to change advertising guidelines, cluster-1


X: -0.9663, Y: 12.9183, P: have to submit advertising report to SEC, cluster-1


X: 4.7798, Y: 7.3167, P: is the secretary of, cluster36


X: -1.3466, Y: 10.8887, P: set regulation, cluster5


X: -0.0772, Y: 9.9894, P: streamline process, cluster1


X: -1.689, Y: 6.9089, P: reduce paperwork, cluster39


X: 1.8988, Y: 7.6471, P: reduce processing time, cluster23


X: -3.7239, Y: 5.5516, P: manipulate stock, cluster-1


X: -3.5749, Y: 8.6255, P: facilitate illegal investment, cluster31


X: -1.2098, Y: 13.4764, P: disclosed secret information, cluster26


X: 4.8557, Y: 7.9933, P: reject registration of board member, cluster36


X: 4.9111, Y: 8.0118, P: board member of, cluster36


X: 2.1699, Y: 11.9496, P: responsible of, cluster24


X: 3.0211, Y: 8.8417, P: apply for business rehabilitation, cluster-1


X: 2.9998, Y: 8.8608, P: monitor and support business rehabilitation, cluster-1


X: -2.9585, Y: 8.237, P: assist in inside trading, cluster7


X: -1.9131, Y: 10.7961, P: has free float, cluster61


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


X: 2.6576, Y: 14.0459, P: cancel announcement, cluster45


X: 0.562, Y: 4.6029, P: warn about unlicensed services, cluster42


X: -3.5182, Y: 7.3778, P: stealing money, cluster12


X: 1.1697, Y: 12.1629, P: suitability test misrepresentation, cluster21


X: -0.6627, Y: 12.8988, P: publish report requirement, cluster8


X: -1.707, Y: 13.4535, P: expand report requirement, cluster26


X: -2.8988, Y: 13.7396, P: report insider trading, cluster43


X: -4.4887, Y: 9.7115, P: adjust investment ratio of fund, cluster17


X: -4.5526, Y: 9.732, P: open to public comment on investment ratio of fund, cluster17


X: -4.5462, Y: 9.7579, P: publish investment ratio of fund, cluster17


X: -4.3178, Y: 9.8212, P: manage fund investment, cluster17


X: -4.3614, Y: 9.7933, P: monitor fund investment, cluster17


X: -2.3666, Y: 12.1416, P: issue draft rules, cluster40


X: 0.4882, Y: 11.9286, P: comply with statute, cluster15


X: 5.0353, Y: 13.6044, P: publish consultation paper outsourcing, cluster64


X: 5.4443, Y: 2.6812, P: outsource responsibility, cluster81


X: 5.4425, Y: 2.6819, P: propose outsourcing regulation enhancement, cluster81


X: 5.4432, Y: 2.6838, P: enhance outsourcing governance, cluster81


X: 5.4433, Y: 2.6821, P: align outsourcing regulation with international standard, cluster81


X: 5.4092, Y: 2.7191, P: have adequate resource outsourcing governance, cluster81


X: 5.4447, Y: 2.6813, P: prevent conflict of interest outsourcing, cluster81


X: 5.4414, Y: 2.6848, P: seek feedback outsourcing regulation enhancement, cluster81


X: 5.0322, Y: 13.6031, P: publish consultation paper outsourcing on website, cluster64


X: -0.3954, Y: 12.2043, P: contain data about, cluster8


X: 8.6825, Y: 9.907, P: request bond maturity extension, cluster33


X: 8.6606, Y: 9.9238, P: request bond maturity extension date, cluster33


X: 8.8885, Y: 10.4785, P: request bond partial repayment, cluster33


X: 6.488, Y: 16.1859, P: request bond interest rate change, cluster62


X: -1.9948, Y: 10.3051, P: regulate ICO offering, cluster47


X: 1.1544, Y: 13.9447, P: punish civil, cluster19


X: 1.8883, Y: 5.1009, P: require license for, cluster60


X: -0.2947, Y: 12.6815, P: must be submitted to, cluster8


X: -1.5448, Y: 9.0442, P: must be offered through, cluster25


X: -0.5668, Y: 11.0615, P: must meet standards set by, cluster4


X: -0.5146, Y: 12.9261, P: must submit reports to, cluster8


X: 0.4247, Y: 11.588, P: must comply with, cluster15


X: 2.2612, Y: 13.0871, P: prohibit use of, cluster-1


X: 2.2482, Y: 13.1075, P: can exempt certain activities from, cluster-1


X: -9.8219, Y: 7.9065, P: involve corruption prevention, cluster74


X: 0.995, Y: 15.8792, P: receive CAC certification, cluster71


X: -9.8157, Y: 7.911, P: show concern corruption, cluster74


X: -9.8145, Y: 7.9135, P: open policy corruption, cluster74


X: -9.8222, Y: 7.9089, P: follow anti corruption in practice, cluster74


X: -9.8216, Y: 7.9086, P: support anti corruption in practice, cluster74


X: -9.8212, Y: 7.9068, P: have anti corruption policy, cluster74


X: 0.9944, Y: 15.879, P: request CAC certification, cluster71


X: -9.8211, Y: 7.9082, P: invest corruption free business, cluster74


X: 1.923, Y: 12.5806, P: not honest and sincere, cluster21


X: -2.812, Y: 10.7598, P: revoke approval as investment advisor of complex financial instruments type 1, cluster61


X: 1.9632, Y: 12.9303, P: prohibited from working as personnel in the capital market business, cluster-1


X: -0.6823, Y: 12.705, P: publish details, cluster8


X: 7.3065, Y: 4.1324, P: change ipo allocation rule, cluster38


X: -2.3449, Y: 9.3974, P: not record customer order completely, cluster-1


X: -4.6705, Y: 6.8628, P: report unit trust holdings, cluster27


X: -1.2316, Y: 14.3266, P: find accounting irregularities, cluster26


X: 1.2442, Y: 13.8716, P: punish for violate, cluster19


X: -1.7586, Y: 11.1661, P: issue for consult revision regulation, cluster5


X: 4.849, Y: 11.9629, P: sign without contact or advice, cluster41


X: -5.2099, Y: 10.3303, P: aim to educate sme about capital market, cluster-1


X: -0.2853, Y: 9.4132, P: support national plan, cluster2


X: 0.004, Y: 9.2132, P: aim to support sme, cluster2


X: 5.6063, Y: 9.2655, P: host seminar for sme, cluster20


X: 5.5347, Y: 10.1483, P: give speech to sme on fundraising, cluster-1


X: -3.8809, Y: 10.8229, P: participate in panel discussion on sme fundraising, cluster-1


X: -3.8854, Y: 10.8224, P: moderate panel discussion on sme fundraising, cluster-1


X: -1.6222, Y: 9.9455, P: not follow order, cluster47


X: -3.3989, Y: 8.1745, P: buy sell without order, cluster7


X: 2.9986, Y: 12.7436, P: protect member, cluster44


X: -1.6434, Y: 11.1236, P: propose revision of regulation, cluster5


X: -1.6503, Y: 8.3866, P: allow to be custodian, cluster25


X: -3.9406, Y: 7.639, P: require to segregate assets, cluster27


X: -1.7593, Y: 8.3085, P: allow to be custodian without approval, cluster25


X: -1.6953, Y: 11.1153, P: proposed regulation change, cluster5


X: -0.3765, Y: 13.2975, P: forge documents, cluster-1


X: 0.3499, Y: 7.1654, P: solicit benefit, cluster29


X: 4.2682, Y: 9.1555, P: organized an event, cluster-1


X: 5.5661, Y: 10.1367, P: delivered a speech at an event, cluster-1


X: -0.2367, Y: 10.7865, P: set principle, cluster1


X: -3.2241, Y: 16.5249, P: proposed to remove minimum investment value for small power plants, cluster57


X: 0.7454, Y: 3.8374, P: open hotline for reporting investment fraud, cluster42


X: 3.8883, Y: 10.542, P: cooperate with Meta, cluster34


X: 3.804, Y: 10.4927, P: cooperate with LINE, cluster34


X: 9.6188, Y: 7.6458, P: cooperate with Anti Online Scam Operation Center (AOC), cluster68


X: -0.216, Y: 7.9437, P: cooperate with Ministry of Digital Economy and Society (MDES), cluster9


X: 1.4029, Y: 14.621, P: cooperate with Office of the Anti Money Laundering (AML), cluster-1


X: 6.5932, Y: 7.5281, P: cooperate with Federation of Thai Capital Market Organizations (FETCO), cluster48


X: 6.6092, Y: 7.5185, P: cooperate with Stock Exchange of Thailand (SET), cluster48


X: 0.7785, Y: 9.9704, P: cooperate with Facebook, cluster1


X: 8.8836, Y: 11.214, P: falsified debt, cluster28


X: -2.3195, Y: 14.0408, P: delay to submit data, cluster43


X: 1.9731, Y: 7.7427, P: extend time, cluster23


X: -3.7789, Y: 10.1025, P: provide funding for, cluster17


X: 1.4567, Y: 13.2255, P: employee misconduct, cluster19