X: 1.4282, Y: 13.2016, P: has employee misconduct, cluster19


X: 1.399, Y: 13.2442, P: misconduct, cluster19


X: 1.4302, Y: 13.2416, P: has employee negligence, cluster19


X: 1.5035, Y: 13.126, P: negligence, cluster19


X: 2.3585, Y: 8.1065, P: exchange information, cluster23


X: 1.2523, Y: 12.2042, P: cooperate enforcement, cluster21


X: 4.8021, Y: 7.3092, P: is secretary general of, cluster36


X: -2.7283, Y: 13.0183, P: issue comments on, cluster43


X: -2.7199, Y: 12.9586, P: open for public comments, cluster43


X: 3.9138, Y: 13.848, P: regulate crypto asset business, cluster51


X: -4.0667, Y: 16.1123, P: update criteria regulatory sandbox, cluster57


X: -4.0975, Y: 16.0725, P: add new businesses regulatory sandbox, cluster57


X: -0.7616, Y: 8.3281, P: has product, cluster9


X: 7.2607, Y: 4.44, P: review ipo prospectus, cluster38


X: 7.7518, Y: 4.1682, P: give advice on ipo investment, cluster38


X: -1.2382, Y: 13.2356, P: explain importance of prospectus disclosure, cluster26


X: -1.6906, Y: 11.4833, P: explain key sections of prospectus, cluster5


X: 7.5584, Y: 4.2366, P: emphasize investor responsibility in ipo investment, cluster38


X: -3.8887, Y: 7.9304, P: misappropriate funds, cluster7


X: -2.5832, Y: 10.949, P: revoke license, cluster61


X: 5.5583, Y: 10.2066, P: give speech in, cluster-1


X: 5.5953, Y: 10.1824, P: give welcome speech in, cluster-1


X: 5.5216, Y: 10.23, P: give report speech in, cluster-1


X: -5.2483, Y: 5.9532, P: share experience in, cluster35


X: 1.9964, Y: 7.2526, P: give conclusion speech in, cluster23


X: -1.7127, Y: 12.3408, P: proposed update of announcement, cluster40


X: -2.4463, Y: 12.7432, P: based on feedback from previous consultation, cluster40


X: -1.7233, Y: 12.1473, P: involves update of, cluster40


X: -1.7286, Y: 12.0765, P: update includes, cluster40


X: 5.0138, Y: 13.6314, P: published consultation document on, cluster64


X: 0.6979, Y: 10.0797, P: available at, cluster1


X: -4.055, Y: 7.9707, P: embezzlement, cluster7


X: -1.0031, Y: 6.1141, P: create artificial volume, cluster22


X: 2.1311, Y: 11.9537, P: direct or responsible, cluster24


X: 2.7384, Y: 14.321, P: suspend license, cluster45


X: 3.8925, Y: 10.4194, P: collaborate with, cluster34


X: 4.8338, Y: 10.1999, P: discuss with, cluster-1


X: 5.427, Y: 9.0903, P: host event, cluster20


X: 5.55, Y: 10.152, P: give speech in event, cluster-1


X: 5.2907, Y: 10.0794, P: give talk in event, cluster-1


X: 4.0487, Y: 9.1238, P: support event, cluster-1


X: 3.746, Y: 18.3159, P: support ESG knowledge, cluster70


X: 5.6135, Y: 9.5824, P: open seminar, cluster20


X: -0.3558, Y: 9.2089, P: support project, cluster2


X: -1.0645, Y: 6.0996, P: create fake volume, cluster22


X: 5.6289, Y: 9.5463, P: organize seminar, cluster20


X: 0.8056, Y: 12.2827, P: conduct research, cluster21


X: -2.026, Y: 8.0266, P: exempt DA custodial wallet provider, cluster39


X: 8.8516, Y: 10.7801, P: adjust criteria of debt instruments as securities, cluster28


X: 2.6862, Y: 11.2548, P: เปิดรับฟังความคิดเห็น, cluster24


X: -3.946, Y: 9.4348, P: ต้องมีการจัดทำสัญญาแต่งตั้งนิติบุคคลที่เป็นที่ปรึกษาการลงทุนให้เป็นตัวแทนของตน, cluster17


X: -4.1148, Y: 9.417, P: ต้องได้รับใบอนุญาตเป็นที่ปรึกษาการลงทุนซึ่งให้บริการคำแนะนำแก่ผู้ลงทุนแบบเฉพาะเจาะจงได้, cluster17


X: -1.1158, Y: 11.1737, P: propose adjust criteria, cluster5


X: -3.3788, Y: 8.4034, P: can trade securities and contracts, cluster7


X: -3.0864, Y: 8.2609, P: can set trading limits, cluster7


X: 4.799, Y: 11.6461, P: can accept reject contract, cluster41


X: -1.1745, Y: 9.0476, P: can provide services according to expertise, cluster25


X: 5.0168, Y: 13.6254, P: publish consultation paper, cluster64


X: -2.4853, Y: 12.8066, P: can provide feedback, cluster40


X: 2.4416, Y: 7.1686, P: set deadline for feedback, cluster-1


X: -2.3789, Y: 12.7003, P: has policy to listen to feedback, cluster40


X: 4.9138, Y: 9.4788, P: has policy to hold meetings, cluster20


X: 5.0569, Y: 9.2906, P: held a quarterly meeting, cluster20


X: -0.9018, Y: 7.485, P: presented data on the business situation, cluster9


X: -2.7865, Y: 6.4183, P: presented data on issues related to fees, cluster6


X: -2.8408, Y: 6.2105, P: has no plans to increase fees, cluster6


X: -3.0086, Y: 6.2237, P: does not set fees charged by stock exchange, cluster6


X: -2.7515, Y: 6.3257, P: has a plan to adjust fees, cluster6


X: -2.7946, Y: 6.4295, P: is reviewing fees charged by TFEX, cluster6


X: -2.4146, Y: 12.6725, P: will consider feedback from stakeholders, cluster40


X: -3.5135, Y: 6.0694, P: will discuss fees with stock exchange, cluster6


X: -2.7624, Y: 6.375, P: have concerns about fees, cluster6


X: 4.9962, Y: 13.6698, P: published SPO consultation paper, cluster64


X: 1.2779, Y: 8.147, P: announce job opening, cluster3


X: -2.7019, Y: 6.3376, P: proposes to revise fee structure, cluster6


X: -2.8463, Y: 6.5727, P: collects fees, cluster6


X: -2.7965, Y: 13.0118, P: seeks comments, cluster43


X: 4.2605, Y: 11.3426, P: issue order to explain CCU agreement, cluster41


X: 4.3586, Y: 11.379, P: has CCU agreement with 3 investors, cluster41


X: -1.753, Y: 7.6512, P: is subsidiary of PACE, cluster39


X: -5.0854, Y: 9.0146, P: received investment from 3 investors, cluster10


X: 8.2329, Y: 11.086, P: received loan from 3 investors, cluster28


X: 0.2305, Y: 11.4091, P: review and submit recommendations, cluster4


X: 3.2791, Y: 8.079, P: have term of office, cluster-1


X: 2.9896, Y: 7.8633, P: expire term of office, cluster-1


X: 3.097, Y: 8.0742, P: start term of office, cluster-1


X: -3.7085, Y: 5.527, P: involve stock price manipulation, cluster-1


X: -4.6177, Y: 9.0758, P: evaluate company, cluster10


X: -4.7667, Y: 7.8017, P: ask shareholders approval, cluster27


X: -4.6232, Y: 7.9874, P: recommend shareholders reject, cluster27


X: -4.9543, Y: 7.7452, P: ask shareholders review, cluster27


X: 1.6297, Y: 13.1419, P: reveal inappropriate behavior, cluster19


X: 3.1238, Y: 14.8663, P: suspend approval investment adviser, cluster45


X: -3.3047, Y: 8.4696, P: not record order purchase sell securities, cluster7


X: -2.2245, Y: 9.4277, P: create document F8 not match customer order, cluster-1


X: -4.0509, Y: 7.9803, P: involve embezzlement, cluster7


X: -1.09, Y: 9.0435, P: has service, cluster25


X: 0.6659, Y: 8.5011, P: จัดโครงการ, cluster14


X: 1.8081, Y: 9.8057, P: จัดขึ้นที่, cluster0


X: -5.2305, Y: 5.9133, P: มีผู้เข้าร่วมแบ่งปันประสบการณ์, cluster35


X: 4.1561, Y: 7.481, P: และหน่วยงานกำกับดูแลในภาคการเงิน, cluster36


X: -0.1837, Y: 9.2659, P: ให้การสนับสนุน, cluster2


X: 4.1411, Y: 11.2906, P: has agreement with, cluster30


X: 5.2, Y: 12.2378, P: signs MOU, cluster41


X: 5.1964, Y: 12.2553, P: implements MOU, cluster41


X: 5.0221, Y: 13.632, P: releases consultation paper, cluster64


X: 4.4323, Y: 8.8108, P: participate planting trees, cluster-1


X: -2.3284, Y: 12.405, P: publish draft announcement, cluster40


X: 4.2955, Y: 9.2385, P: attend event, cluster-1


X: 3.1452, Y: 5.4079, P: award organization, cluster-1


X: 4.9742, Y: 13.617, P: issue a consultation paper, cluster64


X: 2.9101, Y: 13.3464, P: issue warning, cluster44


X: -0.6251, Y: 11.5926, P: no policy to contact first, cluster4


X: -0.9533, Y: 13.2813, P: no policy to request personal information, cluster26


X: -3.3198, Y: 9.8244, P: no policy to offer financial assistance, cluster17


X: -1.503, Y: 10.6395, P: ask regulated businesses and listed companies to be careful, cluster47


X: -2.2134, Y: 9.0044, P: support to be paying agent, cluster-1


X: -2.1601, Y: 8.9872, P: support doing paying agent, cluster25


X: -2.1546, Y: 8.9786, P: talk about doing paying agent, cluster25


X: -2.0635, Y: 8.9656, P: provide service paying agent, cluster25


X: -3.0113, Y: 8.2746, P: involve inside trading, cluster7


X: -1.1299, Y: 9.0463, P: provide service, cluster25


X: 4.9495, Y: 13.4253, P: provide consultation and guidance, cluster64


X: 3.8823, Y: 10.5963, P: facilitate coordination, cluster34


X: 1.6278, Y: 9.2183, P: monitor progress, cluster3


X: -0.7002, Y: 7.6522, P: support business development, cluster9


X: -1.5179, Y: 11.0404, P: propose regulate, cluster5


X: -0.6778, Y: 12.6421, P: publish paper on, cluster8


X: 1.429, Y: 10.1246, P: can represent, cluster0


X: -0.0244, Y: 10.3672, P: propose to define, cluster1


X: 0.0012, Y: 10.304, P: propose to allow, cluster1


X: -1.5742, Y: 9.0187, P: must be offered, cluster25


X: 0.9733, Y: 10.6802, P: must be able to, cluster0


X: 3.3514, Y: 7.4258, P: set holiday, cluster-1


X: 3.3454, Y: 7.408, P: is holiday for, cluster-1


X: -3.3314, Y: 8.1226, P: use customer money illegally, cluster7


X: -3.3176, Y: 7.7082, P: order to return money, cluster7


X: 2.7886, Y: 14.2964, P: suspend business, cluster45


X: -3.3557, Y: 7.7379, P: not return money fully, cluster7


X: -1.649, Y: 12.1108, P: will revise announcement, cluster40


X: -5.1464, Y: 10.2371, P: open consultation on improving capital adequacy framework, cluster-1


X: 3.1064, Y: 14.8538, P: suspended as investment advisor, cluster45


X: 3.0722, Y: 14.7996, P: suspended as branch manager in capital market business, cluster45


X: 3.0939, Y: 14.8426, P: suspended as investment advisor and branch manager in capital market business, cluster45


X: 3.0958, Y: 14.8432, P: suspended as investment advisor and investment planner and branch manager in capital market business, cluster45


X: -2.7959, Y: 10.7927, P: revoke investment advisor, cluster61


X: -2.8778, Y: 8.7313, P: use client account for personal trading, cluster-1


X: -3.3876, Y: 7.9445, P: incorrectly used customer money, cluster7


X: 2.7272, Y: 14.2073, P: suspend operation, cluster45


X: 2.9405, Y: 14.3231, P: suspend futures trading, cluster45


X: 0.9531, Y: 7.3378, P: is driven by, cluster-1


X: 1.8377, Y: 10.2483, P: is related to, cluster0


X: 3.8224, Y: 9.6676, P: participate in, cluster34


X: 9.6479, Y: 7.6983, P: conduct cybersecurity exercise, cluster68


X: -1.1982, Y: 9.0504, P: provide service by, cluster25


X: -0.4803, Y: 9.337, P: get support from, cluster2


X: 0.1637, Y: 13.7259, P: has complaint, cluster-1


X: -2.0435, Y: 8.7639, P: select customer, cluster25


X: -0.009, Y: 12.0156, P: request meeting, cluster8


X: -2.7896, Y: 10.7854, P: revoke investment advisory approval, cluster61


X: 5.0727, Y: 13.4898, P: open public consultation, cluster64


X: -2.355, Y: 12.4106, P: draft announcement, cluster40


X: -0.0138, Y: 12.341, P: request document, cluster8


X: 9.0406, Y: 9.8183, P: announce consultation on subordinated bond, cluster33


X: 0.9634, Y: 12.3959, P: conduct survey, cluster21


X: -5.4955, Y: 9.0561, P: plan to invest more, cluster10


X: 5.0755, Y: 13.4804, P: open consultation, cluster64


X: -1.0269, Y: 13.4477, P: not disclose information, cluster26


X: 0.8091, Y: 4.7632, P: not licensed for digital asset business, cluster42


X: 1.3585, Y: 8.9361, P: design indicator, cluster3


X: 0.9933, Y: 9.8914, P: use indicator, cluster0


X: -0.5832, Y: 9.5731, P: develop CSR, cluster2


X: -9.8218, Y: 7.9085, P: develop anti corruption, cluster74


X: 0.4101, Y: 11.7463, P: evaluate level, cluster15


X: 0.3771, Y: 11.8873, P: use evaluation result, cluster15


X: -5.8872, Y: 12.2461, P: develop sustainability, cluster52


X: -10.077, Y: 7.739, P: develop CSR anti corruption, cluster74


X: -10.0623, Y: 7.7492, P: support CSR anti corruption, cluster74


X: -10.087, Y: 7.7263, P: evaluate CSR anti corruption, cluster74


X: 3.9568, Y: 10.5546, P: use social partnership, cluster34


X: -10.067, Y: 7.7437, P: be evaluated CSR anti corruption, cluster74


X: 0.1898, Y: 12.2044, P: get evaluation result, cluster8


X: -0.1142, Y: 12.6074, P: publish evaluation result, cluster8


X: -10.0717, Y: 7.7434, P: have intention CSR anti corruption, cluster74


X: -10.1083, Y: 7.7167, P: communite stakeholder CSR anti corruption, cluster74


X: -10.0756, Y: 7.7404, P: expect company develop CSR anti corruption, cluster74


X: -10.0767, Y: 7.7391, P: develop CSR anti corruption sustainably, cluster74


X: -10.1011, Y: 7.7159, P: develop CSR anti corruption potential, cluster74


X: -4.8089, Y: 9.0807, P: use evaluation result business investment, cluster10


X: -0.8436, Y: 6.3132, P: reduce barrier, cluster37


X: -3.6573, Y: 11.8415, P: offer scholarship, cluster-1


X: -3.6732, Y: 11.8401, P: assist in scholarship selection, cluster-1


X: 4.3855, Y: 6.0429, P: violate cumulative voting, cluster49


X: 1.0852, Y: 13.9575, P: receive civil penalty, cluster19


X: 8.9937, Y: 10.1574, P: propose regulate convertible bond, cluster33


X: 5.2491, Y: 12.2127, P: sign MoU for HK-TH MRF, cluster41


X: -1.5748, Y: 10.9858, P: propose improve regulation, cluster5


X: 0.9648, Y: 12.4032, P: conduct study, cluster21


X: 0.4761, Y: 11.1332, P: consider suggestion, cluster15


X: -1.6355, Y: 11.5911, P: propose amend, cluster5


X: -2.7489, Y: 12.975, P: open for comment, cluster43


X: 1.1076, Y: 13.9775, P: impose civil penalty, cluster19


X: 2.9151, Y: 13.3318, P: issued warning, cluster44


X: -3.6295, Y: 8.4875, P: involve in unlicensed stock offering, cluster31


X: 3.8109, Y: 10.5086, P: cooperate with, cluster34


X: 0.0304, Y: 11.4072, P: share knowledge and experience with, cluster4


X: 3.872, Y: 10.6493, P: provide cooperation in, cluster34


X: -1.2401, Y: 11.4039, P: involve reform, cluster5


X: -0.9042, Y: 11.6724, P: adjust approval criteria, cluster5


X: -1.3412, Y: 5.6911, P: lose independence, cluster22


X: 1.3967, Y: 10.6928, P: independent, cluster0


X: 5.029, Y: 13.6234, P: release consultation paper, cluster64


X: 3.5563, Y: 8.6368, P: be employee of issuer or sponsor, cluster-1


X: 3.5062, Y: 8.8347, P: can be hired, cluster-1


X: 4.2533, Y: 9.1469, P: organize event, cluster-1


X: 5.4676, Y: 10.1028, P: speak at event, cluster-1


X: -4.3095, Y: 6.8843, P: acquire business, cluster27


X: -3.4702, Y: 9.1675, P: make deposit, cluster31


X: 4.6494, Y: 11.6526, P: sign agreement, cluster41


X: -1.2556, Y: 14.2787, P: involve falsify accounting, cluster26


X: -2.7115, Y: 13.7176, P: involve conceal transaction, cluster43


X: 1.0117, Y: 3.5685, P: involve fraud, cluster42


X: -3.6998, Y: 5.5202, P: involve manipulate stock price, cluster-1


X: -1.4438, Y: 11.6044, P: plan to amend, cluster5


X: 0.8136, Y: 12.8808, P: take civil action, cluster21


X: -3.6527, Y: 8.5074, P: involve unlicensed securities business, cluster31


X: -3.5648, Y: 10.7372, P: introduce trust for fundraising, cluster-1


X: 8.9368, Y: 10.1331, P: update policy for IC Bond sale to non-institutional investor, cluster33


X: 3.3514, Y: 7.4199, P: set as holiday, cluster-1


X: -5.0236, Y: 7.9104, P: request shareholders to study information, cluster-1


X: -4.7679, Y: 6.6289, P: plan to acquire all shares of, cluster35


X: -4.9003, Y: 6.2299, P: plan to issue new shares, cluster35


X: -4.562, Y: 8.1517, P: recommend shareholders not to approve the investment, cluster-1


X: -3.4176, Y: 5.1754, P: evaluate the fair value of LS1, cluster-1


X: -3.4522, Y: 5.1239, P: evaluate the fair value of QTC shares, cluster-1


X: -4.898, Y: 6.0548, P: recommend the number of shares to be issued, cluster35


X: -1.0953, Y: 13.7754, P: give misleading information, cluster26


X: -0.9471, Y: 13.4723, P: provide insufficient information, cluster26


X: 0.5729, Y: 13.792, P: risk of lawsuit, cluster19


X: 0.4694, Y: 4.1155, P: warns investors about relying on rumors of fund establishment and listed company profit forecasts, cluster42


X: -4.4527, Y: 8.9915, P: cautions investment analysts to be prudent in their comments that may influence investor decisions, cluster10


X: -1.1323, Y: 13.374, P: should only release news once they have received SEC approval and finalized accounting treatment, cluster26


X: -0.7069, Y: 10.2119, P: fix adminTransfer, cluster-1


X: -0.767, Y: 10.1659, P: fix standard technology, cluster-1


X: -1.9721, Y: 10.6939, P: reduce burden for personnel in capital market business, cluster61


X: -0.6961, Y: 11.8489, P: be responsible for requesting approval and notifying commencement and cessation of duties, cluster4


X: 1.6168, Y: 12.2157, P: be responsible for considering the qualifications of personnel, cluster21


X: 2.3496, Y: 7.8352, P: extend the renewal period for personnel, cluster23


X: -5.0655, Y: 10.1426, P: propose to adjust capital requirements, cluster-1


X: -0.4909, Y: 11.2044, P: issue guideline, cluster4


X: 1.8759, Y: 5.1369, P: not require license, cluster60


X: 1.92, Y: 12.5015, P: not act in good faith, cluster21


X: 1.84, Y: 12.7503, P: dishonest behavior, cluster21


X: 3.336, Y: 8.3574, P: resigned as, cluster-1


X: 3.5846, Y: 8.449, P: appointed as, cluster-1


X: 4.6815, Y: 15.3639, P: improve auditors oversight, cluster53


X: 4.7012, Y: 15.3113, P: inspect audit works, cluster53


X: -0.799, Y: 10.069, P: implement quality control, cluster-1


X: -3.3902, Y: 5.1725, P: ensure fairness, cluster-1


X: -4.4052, Y: 8.2562, P: protect investor, cluster-1


X: -1.815, Y: 14.1157, P: ensure accurate financial statement, cluster26


X: 4.695, Y: 15.3521, P: improve audit quality, cluster53


X: -1.8116, Y: 14.0773, P: improve financial statement quality, cluster26


X: -0.8024, Y: 10.0796, P: focus on quality control, cluster-1


X: 1.1422, Y: 10.798, P: receive international recognition, cluster0


X: -2.8594, Y: 11.387, P: improve corporate governance rating, cluster61


X: -1.849, Y: 13.9694, P: have reliable financial information, cluster26


X: -3.8462, Y: 10.8277, P: facilitate overseas fundraising, cluster-1


X: 3.0297, Y: 6.6411, P: enhance competitiveness, cluster56


X: 3.8845, Y: 10.3667, P: collaborating with other agency, cluster34


X: -4.6627, Y: 6.2871, P: interested in buying all shares of, cluster35


X: -3.4619, Y: 7.2296, P: has land of about 27 rai, cluster12


X: -1.0327, Y: 15.9107, P: operates hotel in Wisdom Hotel project, cluster67


X: -0.9924, Y: 15.9136, P: requires ARIYA to bring in Chained-Brand Hotel to manage business within 3 years, cluster67


X: -4.7638, Y: 6.6599, P: disagrees with MAX acquiring shares of MASTER and ARIYA, cluster35


X: -3.2664, Y: 7.1666, P: believes MASTER's land development plan is risky, cluster12


X: -0.9682, Y: 15.8892, P: believes potential conflict of interest in managing ARIYA's Wisdom Hotel project, cluster67


X: -2.8281, Y: 5.8299, P: believes acquisition price is higher than fair value, cluster6


X: -0.8578, Y: 13.3962, P: had limited access to important information, cluster26


X: -2.7219, Y: 12.969, P: open comment for rules, cluster43


X: -2.0605, Y: 11.5341, P: update rules for, cluster5


X: -2.0858, Y: 11.5147, P: update rules in, cluster5


X: -2.0246, Y: 11.5056, P: update rules to, cluster5


X: -1.2048, Y: 11.1358, P: set new rule for, cluster5


X: -0.6685, Y: 12.6083, P: publish document at, cluster8


X: -2.7594, Y: 12.9932, P: invite comment from, cluster43


X: -2.7613, Y: 12.9916, P: invite comment by, cluster43


X: -2.7639, Y: 13.0033, P: invite comment until, cluster43


X: -1.6703, Y: 6.3862, P: reduce burden for private, cluster22


X: 5.0112, Y: 13.615, P: issue consultation paper, cluster64


X: -0.358, Y: 8.7605, P: develop EA, cluster2


X: 8.8506, Y: 10.789, P: discussed sustainable debt instruments, cluster28


X: -1.5096, Y: 10.9831, P: studied regulatory mapping, cluster5


X: 8.8306, Y: 11.0972, P: provided support to debt issuers, cluster28


X: 8.8398, Y: 10.8504, P: has platform for sustainable debt instruments, cluster28


X: 8.8467, Y: 10.8578, P: lists sustainable debt instruments, cluster28


X: 4.7889, Y: 7.2832, P: is secretary general, cluster36


X: 0.0389, Y: 12.6541, P: present result, cluster8


X: 2.3873, Y: 8.101, P: exchange view, cluster23


X: 1.3915, Y: 7.613, P: broadcast live, cluster23


X: 0.2105, Y: 13.6831, P: receive complaint, cluster-1


X: 0.1863, Y: 13.7107, P: investigate complaint, cluster-1


X: -3.9022, Y: 7.9267, P: misappropriate fund, cluster7


X: 1.3111, Y: 12.3583, P: neglect supervision, cluster21


X: -3.4693, Y: 8.5175, P: run illegal options, cluster31


X: -3.715, Y: 5.5004, P: manipulate stock price, cluster-1


X: -1.0084, Y: 12.6985, P: update reporting format, cluster8


X: 2.9395, Y: 12.8005, P: illegally offer security, cluster44


X: 0.3078, Y: 4.2096, P: warn shareholder about asset valuation, cluster42


X: -0.3281, Y: 12.6868, P: order to submit documents, cluster8


X: 4.4747, Y: 15.5279, P: order to conduct special audit, cluster53


X: -1.8476, Y: 11.7322, P: update criteria, cluster5


X: -3.3186, Y: 9.1841, P: open comment for update trading rules, cluster31


X: -5.7596, Y: 5.4609, P: hold position, cluster-1


X: 0.0527, Y: 11.4019, P: provide knowledge, cluster4


X: 5.5249, Y: 10.1315, P: give speech on topic, cluster-1


X: 2.915, Y: 9.0669, P: held during, cluster18


X: 0.8531, Y: 11.485, P: take action, cluster15


X: 0.8203, Y: 12.6254, P: investigate in deep, cluster21


X: 3.0698, Y: 12.7375, P: buy security, cluster44


X: -3.889, Y: 7.9372, P: misappropriate client funds, cluster7


X: -4.4605, Y: 9.5619, P: proposed to ease investment criteria, cluster17


X: -1.1109, Y: 12.6857, P: order to clarify information, cluster-1


X: -1.1626, Y: 13.5558, P: conceal information, cluster26


X: 0.9347, Y: 12.667, P: obstruct investigation, cluster21


X: -1.5441, Y: 12.5813, P: issue announcement, cluster40


X: -2.4731, Y: 12.7955, P: receive feedback, cluster40


X: -1.594, Y: 12.6417, P: implement announcement, cluster40


X: 0.2189, Y: 12.7178, P: published questionnaire, cluster8


X: 0.6587, Y: 11.3521, P: recommended actions, cluster15


X: -1.4322, Y: 10.9089, P: issue regulation, cluster5


X: -3.8686, Y: 10.0837, P: apply for funding, cluster17


X: -3.8394, Y: 10.8221, P: support fundraising, cluster-1


X: 5.5414, Y: 9.1375, P: host meeting, cluster20


X: 5.606, Y: 9.2605, P: host seminar, cluster20


X: 0.3965, Y: 8.9789, P: present development, cluster14


X: -0.2984, Y: 9.3474, P: support proposal, cluster2


X: 1.4178, Y: 10.9519, P: make statement, cluster24


X: 4.7305, Y: 7.8294, P: is chairman, cluster36


X: -4.9787, Y: 11.5077, P: organize FinTech Challenge, cluster-1


X: -4.9734, Y: 11.504, P: participate FinTech Challenge, cluster-1


X: -4.9691, Y: 11.503, P: win FinTech Challenge, cluster-1


X: 8.797, Y: 11.0738, P: modify debt rules, cluster28


X: 5.5584, Y: 10.1044, P: present speech at, cluster-1


X: 5.5873, Y: 10.1851, P: welcome speech at, cluster-1


X: -5.268, Y: 5.8972, P: share experience at, cluster35


X: 1.9695, Y: 7.2306, P: conclude at, cluster23


X: 2.4164, Y: 11.3476, P: promote business with respect to human rights, cluster24


X: 0.9979, Y: 9.3286, P: have objective to implement, cluster3


X: 4.2095, Y: 7.6069, P: organize CEO Dialogue, cluster36


X: 0.8294, Y: 9.6319, P: aim to encourage, cluster-1


X: 0.8263, Y: 9.3885, P: want to make, cluster3


X: -1.1688, Y: 9.9444, P: issue CG Code for listed company, cluster47


X: -1.232, Y: 13.3307, P: revise disclosure principle in form 56-1 and form 69-1, cluster26


X: -2.8821, Y: 11.3687, P: disclose corporate governance information, cluster61


X: -0.8865, Y: 11.7438, P: get approval from, cluster5


X: 2.135, Y: 11.9055, P: responsible for, cluster24


X: 0.8307, Y: 10.5036, P: function as, cluster1


X: 2.0709, Y: 9.8074, P: demonstrate, cluster0


X: 4.68, Y: 7.8661, P: has chairperson, cluster36


X: 3.7454, Y: 18.3143, P: collaborate on ESG, cluster70


X: 5.5726, Y: 9.668, P: give speech at seminar, cluster20


X: 3.0503, Y: 9.5541, P: organized by, cluster18


X: -1.1712, Y: 10.6362, P: propose to relax 1 in 3 rule, cluster5


X: 4.3441, Y: 15.5863, P: not submit special audit report, cluster53


X: -0.7379, Y: 12.6286, P: publish guidelines, cluster8


X: -2.6908, Y: 6.3595, P: propose fee change, cluster6


X: 4.5489, Y: 15.4828, P: use IT for auditing, cluster53


X: 0.3825, Y: 11.6236, P: comply with ISQM 1, cluster4


X: 4.5253, Y: 15.5039, P: need IT audit by expert, cluster53


X: 4.4768, Y: 15.5413, P: submit comment on IT audit requirement, cluster53


X: 1.4111, Y: 13.2262, P: involve misconduct, cluster19


X: -4.3731, Y: 6.8801, P: disagree acquisition, cluster27


X: -3.9027, Y: 10.8618, P: open comment on updating fundraising criteria for crowdfunding, cluster-1


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


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


X: 3.9473, Y: 10.7, P: have cooperation, cluster34


X: -4.0091, Y: 10.073, P: regulate fund offering, cluster17


X: 5.6138, Y: 9.5772, P: conduct seminar, cluster20


X: 5.249, Y: 12.3333, P: witness MoU, cluster-1


X: -1.8367, Y: 11.2184, P: proposed amending whitewash exemption, cluster5


X: -5.1982, Y: 10.1292, P: cannot maintain net capital, cluster-1


X: 4.516, Y: 7.602, P: modify independent director requirement, cluster36


X: 3.6052, Y: 8.4231, P: be appointed as, cluster-1


X: -0.5475, Y: 12.9768, P: review reporting requirements, cluster8


X: -2.26, Y: 7.6016, P: exempt reporting, cluster39


X: -1.0993, Y: 13.3355, P: update pooled fund factsheet disclosure rules, cluster26


X: -0.4113, Y: 13.2482, P: submit pooled fund factsheet data to SEC, cluster-1


X: 0.7544, Y: 4.8071, P: exchange idea about technology risk, cluster42


X: -2.7441, Y: 13.7409, P: disclosed insider information to, cluster43


X: -4.3892, Y: 6.4235, P: bought NOBLE stock with insider information, cluster35


X: 2.66, Y: 8.0637, P: ask to study detail and exercise right, cluster23


X: -4.7611, Y: 7.8077, P: request to approve in extraordinary shareholders meeting, cluster27


X: -4.6699, Y: 6.3219, P: request to buy all share of, cluster35


X: -4.3151, Y: 5.8041, P: request to increase share capital, cluster35


X: -5.0864, Y: 9.1374, P: make investment in, cluster10


X: 1.8564, Y: 10.7064, P: agree that it is reasonable, cluster24


X: -3.9053, Y: 7.2939, P: consider the price of assets, cluster12


X: -4.6075, Y: 7.9412, P: disagree and suggest shareholders not to approve, cluster27


X: -3.043, Y: 6.0275, P: evaluate the price, cluster6


X: 0.9899, Y: 3.5857, P: involve in fraud, cluster42


X: 4.1799, Y: 12.4608, P: support disclosure of COVID impact, cluster41


X: 3.1007, Y: 14.8637, P: suspend investment adviser registration, cluster45


X: -3.4795, Y: 8.6815, P: accept delegation from client to trade securities, cluster31


X: 3.8255, Y: 10.4316, P: collaborate, cluster34


X: 3.4135, Y: 8.8501, P: send staff to, cluster-1


X: -1.4673, Y: 11.5491, P: propose to edit, cluster5


X: -4.1989, Y: 6.4299, P: act buying and selling stocks for clients, cluster35


X: 1.4451, Y: 13.1559, P: violate professional ethics, cluster19


X: 5.5412, Y: 9.1266, P: host conference, cluster20


X: 5.0797, Y: 9.4405, P: attend conference, cluster20


X: -3.3536, Y: 8.0475, P: use customer money without permission, cluster7


X: -3.3155, Y: 7.7471, P: return customer money, cluster7


X: 2.8621, Y: 12.7888, P: make system to prevent similar incident, cluster44


X: -2.0108, Y: 8.7531, P: cooperate with customer, cluster25


X: 3.0043, Y: 14.3254, P: suspend future contract trading, cluster45


X: 4.7442, Y: 7.481, P: is president of, cluster36


X: -2.2985, Y: 9.7962, P: is consultant of, cluster47


X: 4.8518, Y: 9.3725, P: participate in meeting, cluster20


X: -2.8367, Y: 11.4021, P: involve governance, cluster61


X: 5.4825, Y: 9.2194, P: host workshop, cluster20


X: -1.4539, Y: 10.919, P: issue regulation for, cluster5


X: -1.5442, Y: 6.2547, P: reduce burden for, cluster22


X: -2.7702, Y: 8.8503, P: can use form to open account for, cluster-1


X: -2.7721, Y: 8.8311, P: can reuse form to open account with, cluster-1


X: 4.8803, Y: 13.4145, P: consult with, cluster64


X: 2.5588, Y: 7.243, P: effective date, cluster-1


X: 1.122, Y: 8.3348, P: start with, cluster3


X: -0.2644, Y: 12.6092, P: involve E-submission, cluster8


X: 1.8983, Y: 5.0683, P: provide E-licensing, cluster60


X: 1.9808, Y: 13.6574, P: involved in conflict of interest, cluster19


X: 0.7683, Y: 4.815, P: not licensed digital asset business, cluster42


X: 0.0265, Y: 10.8646, P: propose policy, cluster1


X: -2.9242, Y: 11.3271, P: publish I Code for investment management governance, cluster61


X: 0.6112, Y: 13.8699, P: file civil lawsuit, cluster19


X: -2.9074, Y: 13.7417, P: involve insider trading, cluster43


X: 2.7281, Y: 10.3301, P: แสดงความยินดีกับ, cluster18


X: 1.8957, Y: 9.935, P: จะได้รับ, cluster0


X: 1.9434, Y: 10.0155, P: จะนำเสนอผลงาน, cluster0


X: -1.5399, Y: 12.6603, P: จะมีการประกาศ, cluster40


X: 5.2036, Y: 12.2503, P: signed MOU with, cluster41


X: 1.0006, Y: 15.8724, P: issue certificate, cluster71


X: 0.9755, Y: 3.6066, P: involved in fraudulent share purchase, cluster42


X: 4.9481, Y: 9.3755, P: hold meeting about CMDF, cluster20


X: 4.7749, Y: 9.3337, P: manage CMDF, cluster20


X: -3.7509, Y: 9.8462, P: receive fund, cluster17


X: 4.9228, Y: 9.3562, P: organize meeting about CMDF, cluster20


X: 4.8313, Y: 9.3055, P: discuss about CMDF, cluster20


X: 4.7523, Y: 7.3332, P: is secretary of, cluster36


X: 3.3005, Y: 9.4062, P: support employer to teach, cluster18


X: 3.564, Y: 8.8505, P: allow employee to, cluster-1


X: 2.0915, Y: 11.9181, P: be responsible by, cluster24


X: 0.5485, Y: 11.3245, P: be advised by, cluster15


X: -0.3102, Y: 9.2835, P: be supported by, cluster2


X: -0.437, Y: 9.2999, P: provide support in, cluster2


X: 3.8667, Y: 10.5668, P: cooperate in, cluster34


X: -0.4088, Y: 9.6414, P: be provided to, cluster-1


X: 1.0568, Y: 11.7943, P: be conducted by, cluster15


X: 1.0917, Y: 12.5743, P: conduct with, cluster21


X: 0.0589, Y: 11.4143, P: have knowledge in, cluster4


X: 0.8639, Y: 9.8443, P: can apply to, cluster0


X: 2.3437, Y: 7.441, P: receive application by date, cluster23


X: -0.6612, Y: 9.7417, P: accept application from, cluster-1


X: 1.64, Y: 10.6472, P: should care about, cluster0


X: 0.9206, Y: 11.0207, P: have problem in, cluster15


X: 2.201, Y: 10.9673, P: be impacted by, cluster24


X: -4.5784, Y: 9.1072, P: give investment advice, cluster10


X: -4.4849, Y: 9.0984, P: provide platform for investment advice, cluster10


X: 4.9305, Y: 8.5234, P: ordered to form creditor committee, cluster20


X: 3.1034, Y: 14.8516, P: suspend recommendation as investment advisor, cluster45


X: 0.9625, Y: 3.6158, P: discuss fraud prevention, cluster42


X: 5.5902, Y: 9.5551, P: participate seminar, cluster20


X: -3.8959, Y: 7.8975, P: misappropriated funds, cluster7


X: -4.7516, Y: 6.7481, P: acquire shares, cluster35


X: -1.0513, Y: 15.9082, P: operate hotel, cluster67


X: -1.0573, Y: 15.8986, P: require Chained-Brand Hotel, cluster67


X: 8.0619, Y: 10.8926, P: secure collateral, cluster28


X: -0.8048, Y: 11.681, P: board approve, cluster4


X: -4.2318, Y: 6.9655, P: disapprove acquisition, cluster27


X: -3.4319, Y: 7.3132, P: land located in restricted zone, cluster12


X: -3.5294, Y: 7.2761, P: land ownership verified, cluster12


X: -2.7525, Y: 5.7626, P: fair value lower than acquisition cost, cluster6


X: -0.8619, Y: 13.3292, P: limited access to information, cluster26


X: -4.7625, Y: 7.8307, P: require shareholder approval, cluster27


X: 5.5752, Y: 10.207, P: deliver speech, cluster-1


X: -0.7335, Y: 7.7109, P: promote business concept, cluster9


X: -3.5816, Y: 14.2548, P: resolve security issue on KUB coin, cluster72


X: 2.8652, Y: 9.18, P: hold training, cluster18


X: -3.9218, Y: 10.162, P: issue announcement about fund, cluster17


X: -3.8778, Y: 10.304, P: update announcement about fund, cluster17


X: -4.1478, Y: 10.0608, P: add requirement to fund management company, cluster17


X: -1.4667, Y: 13.4329, P: require fund management company to disclose more information, cluster26


X: 4.9066, Y: 9.4815, P: require fund management company to hold meetings with unitholders, cluster20


X: -1.3271, Y: 13.4446, P: require fund management company to report to SEC without delay when material event occurs, cluster26


X: -3.9819, Y: 10.0427, P: define related person of fund, cluster17


X: -2.3296, Y: 6.0504, P: set criteria for calculating the size of MT and RPT, cluster6


X: -1.2007, Y: 13.301, P: require disclosure of information, cluster26


X: 5.2379, Y: 12.3305, P: preside and witness, cluster41


X: -5.1595, Y: 10.1588, P: improve capital requirements, cluster-1


X: 4.4216, Y: 15.5738, P: order special audit, cluster53


X: 8.9448, Y: 10.9338, P: disclose debt default, cluster28


X: -3.1099, Y: 14.691, P: face liquidity issue, cluster72


X: 8.7936, Y: 10.5405, P: use loan and bonds to pay advance payment, cluster33


X: -2.6825, Y: 8.1517, P: have advance payment as major asset, cluster7


X: -3.281, Y: 5.7329, P: involve price manipulation, cluster6


X: 1.9897, Y: 9.9959, P: ร่วมหารือ, cluster0


X: 1.454, Y: 10.298, P: จัดทำคู่มือ, cluster0


X: 1.4093, Y: 10.0337, P: ประชาสัมพันธ์, cluster0


X: 1.659, Y: 9.5466, P: เปิดดำเนินการ, cluster0


X: 3.9082, Y: 13.7912, P: warn about crypto mining risks, cluster51


X: 3.9933, Y: 13.9109, P: regulate crypto exchanges, cluster51


X: 3.88, Y: 13.7772, P: warn about crypto scam, cluster51


X: 2.7002, Y: 10.312, P: commendation, cluster18


X: -1.8307, Y: 14.1551, P: submit financial statement, cluster26


X: 3.074, Y: 8.8269, P: file rehabilitation request, cluster-1


X: 2.056, Y: 11.8432, P: use authority, cluster24


X: 4.4233, Y: 15.5597, P: require submission audit result, cluster53


X: -1.0932, Y: 13.2075, P: disclose information, cluster26


X: 5.5617, Y: 9.5832, P: hold seminar, cluster20


X: 5.5961, Y: 9.7032, P: speak at seminar, cluster20


X: 5.5427, Y: 9.7145, P: be speaker at seminar, cluster20


X: 0.3948, Y: 10.0025, P: implemented, cluster1


X: -3.4468, Y: 8.555, P: involve in unauthorized futures trading, cluster31


X: -2.7836, Y: 10.803, P: revoke license of investment advisor, cluster61


X: 1.1525, Y: 13.1745, P: violate regulation, cluster19


X: -3.6541, Y: 8.4877, P: not authorized to offer securities, cluster31


X: 1.3618, Y: 12.3412, P: not responsible diligence, cluster21


X: 5.3259, Y: 13.1288, P: open hearing for consultation, cluster64


X: 4.7261, Y: 7.8161, P: is chairman of, cluster36


X: 4.7289, Y: 7.3287, P: is member and secretary of, cluster36


X: 4.7155, Y: 7.3008, P: is member and assistant secretary of, cluster36


X: 8.9409, Y: 10.9785, P: submit debt document to SEC, cluster28


X: 4.4259, Y: 15.5763, P: perform special audit on debt, cluster53


X: 3.0549, Y: 8.811, P: file for rehabilitation, cluster-1


X: -1.5645, Y: 14.1908, P: falsify financial statement, cluster26


X: 5.5326, Y: 10.0966, P: speech at event, cluster-1


X: -0.057, Y: 10.4425, P: implement proposal, cluster1


X: 0.4791, Y: 11.3104, P: collect advice, cluster15


X: -5.2058, Y: 10.3406, P: develop capital market, cluster-1


X: -1.4351, Y: 10.8762, P: discuss regulation, cluster5


X: 0.7101, Y: 4.8499, P: regulate digital asset, cluster42


X: 0.4868, Y: 11.3372, P: receive advice, cluster15


X: -1.9216, Y: 6.2723, P: reduce annual fee for independent fund brokers, cluster22


X: -2.8816, Y: 13.7485, P: help conceal insider trading, cluster43


X: -0.7177, Y: 10.2235, P: fix tech standard and adminTransfer, cluster-1


X: 3.5447, Y: 13.2448, P: disclose risk to public, cluster51


X: -5.2193, Y: 10.2164, P: propose review capital adequacy requirements, cluster-1


X: -4.4219, Y: 8.3143, P: help protect investor, cluster-1


X: 0.9919, Y: 10.52, P: state purpose, cluster0


X: -0.6776, Y: 9.674, P: introduce app, cluster-1


X: 1.1562, Y: 10.8326, P: help identify, cluster-1


X: -1.7915, Y: 14.1482, P: discuss about impact on financial statement, cluster26


X: -0.4495, Y: 12.0454, P: send letter to, cluster8


X: 0.3842, Y: 11.1021, P: issue examples, cluster4


X: 1.099, Y: 10.3493, P: present topics, cluster0


X: 1.8618, Y: 10.4867, P: believe that, cluster0


X: 2.2593, Y: 8.9791, P: coordinate with, cluster-1


X: -1.87, Y: 6.2545, P: reduce annual fee, cluster22


X: -2.6124, Y: 10.9143, P: have license revoked, cluster61


X: 5.5089, Y: 9.6307, P: give lecture about, cluster20


X: 5.5465, Y: 9.659, P: attend lecture about, cluster20


X: -3.7935, Y: 8.6262, P: propose expand repo reverse repo eligible securities, cluster31


X: 3.1167, Y: 5.4241, P: receive award, cluster-1


X: -3.1279, Y: 8.3935, P: involved in incomplete trade confirmation, cluster7


X: -2.9349, Y: 8.2703, P: assist inside trading, cluster7


X: 3.0666, Y: 12.7522, P: set mark on registered security, cluster44


X: 2.9989, Y: 12.795, P: set mark NP on registered security, cluster44


X: 3.0465, Y: 12.7645, P: set mark C on registered security, cluster44


X: -2.9914, Y: 8.1857, P: monitor unusual trading activity, cluster7


X: 0.0995, Y: 13.4724, P: send information to SEC, cluster-1


X: 2.2423, Y: 8.9949, P: coordinate with SEC, cluster-1


X: 8.8456, Y: 10.8003, P: announce adjust debt instrument issuance regulation, cluster28


X: -1.5525, Y: 12.6692, P: make announcement, cluster40


X: -1.2069, Y: 10.7129, P: relax regulation, cluster5


X: 4.1743, Y: 12.4422, P: affected by covid, cluster41


X: -2.2928, Y: 14.0521, P: delay financial report, cluster43


X: -1.5972, Y: 14.1029, P: disclose unaudited financial report, cluster26


X: -1.3646, Y: 12.3206, P: release announcement, cluster-1


X: 1.1111, Y: 10.5023, P: has purpose, cluster0


X: 0.871, Y: 10.4425, P: has content, cluster1


X: 3.8657, Y: 9.6563, P: participate, cluster34


X: 0.1663, Y: 12.7324, P: publish questionnaire, cluster8


X: 0.7394, Y: 11.4277, P: suggest action, cluster15


X: 4.3787, Y: 15.572, P: fail to submit special audit report, cluster53


X: 0.8757, Y: 8.1074, P: launch program, cluster14


X: 3.8734, Y: 9.5989, P: participate program, cluster-1


X: -4.0763, Y: 6.7474, P: sell investment fund, cluster12


X: -4.0974, Y: 16.0721, P: open Regulatory Sandbox, cluster57


X: 1.0471, Y: 10.375, P: have purpose, cluster0


X: -2.5856, Y: 6.4423, P: need time and cost, cluster6


X: 4.1278, Y: 9.9558, P: can apply to join, cluster34


X: -0.4793, Y: 11.0666, P: need to follow criteria, cluster4


X: -0.6168, Y: 9.7476, P: will consider application, cluster-1


X: 2.0492, Y: 7.7199, P: will use time to consider, cluster23


X: -0.9445, Y: 9.0129, P: install multipurpose service kiosk, cluster2


X: 4.1096, Y: 11.0295, P: has agreement cooperation, cluster30


X: 4.8373, Y: 9.358, P: attend meeting, cluster20


X: 4.7172, Y: 7.8084, P: has chairman, cluster36


X: 4.2431, Y: 7.6973, P: has manager, cluster36


X: 4.8068, Y: 7.2955, P: has secretary general, cluster36


X: -2.6025, Y: 7.7039, P: ordered to pay, cluster39


X: 3.8336, Y: 13.8668, P: banned from crypto trading, cluster51


X: 3.8121, Y: 13.829, P: banned from crypto executives, cluster51


X: -1.408, Y: 2.499, P: approve SSF fund, cluster63


X: -1.4013, Y: 2.493, P: announce SSF fund, cluster63


X: -1.4119, Y: 2.5067, P: offer SSF fund, cluster63


X: -2.1484, Y: 11.8629, P: suggest amendment to, cluster40


X: -2.1325, Y: 11.8625, P: announce amendment to, cluster40


X: -1.5417, Y: 11.689, P: be amended by, cluster5


X: -0.3429, Y: 11.2002, P: issue guidance, cluster4


X: 0.5509, Y: 12.9735, P: ask to explain about legal action, cluster21


X: -0.828, Y: 11.6375, P: approve establishment, cluster5


X: -1.3932, Y: 12.8014, P: announce details, cluster-1


X: -1.0718, Y: 1.9689, P: approve tax deduction, cluster63


X: -2.1868, Y: 13.7542, P: delay submit special audit, cluster43


X: 4.554, Y: 15.4426, P: not hire auditor, cluster53


X: 4.4015, Y: 15.5583, P: not submit special audit, cluster53


X: -2.1134, Y: 13.652, P: not extend special audit deadline, cluster43


X: 4.3979, Y: 15.5504, P: not disclose special audit, cluster53


X: 0.437, Y: 13.4287, P: not comply with SEC order, cluster19


X: 1.7658, Y: 12.313, P: not perform duty responsibly, cluster21


X: 1.7583, Y: 12.2664, P: not perform duty carefully, cluster21


X: 1.7874, Y: 12.3393, P: not perform duty honestly, cluster21


X: 1.2777, Y: 12.0261, P: not comply with laws, cluster15


X: 1.3716, Y: 12.3936, P: not comply with company regulations, cluster21


X: -0.0584, Y: 10.3436, P: not comply with board resolutions, cluster1


X: -4.4687, Y: 8.0739, P: not comply with shareholder resolutions, cluster27


X: 3.0863, Y: 14.8315, P: suspend individual as investment advisor, cluster45


X: -3.43, Y: 8.609, P: accept discretionary investment authority, cluster31


X: 0.0666, Y: 10.963, P: issue policy, cluster4


X: 1.9012, Y: 12.4908, P: not acting in good faith, cluster21


X: -1.0635, Y: 11.1011, P: adjust criteria, cluster5


X: -1.3145, Y: 12.3008, P: release proposal, cluster-1


X: -0.0619, Y: 9.2499, P: increase flexibility, cluster2


X: -5.9861, Y: 11.2489, P: support startups and SMEs, cluster52


X: -2.5254, Y: 7.0153, P: open secondary market, cluster39


X: -3.8356, Y: 10.2653, P: allow funding portals to have secondary markets, cluster17


X: -3.9457, Y: 11.0156, P: remove restriction on equity crowdfunding, cluster-1


X: -3.83, Y: 10.2241, P: allow issuers to choose funding portals, cluster17


X: -2.7809, Y: 12.9972, P: invite comments, cluster43


X: -1.7669, Y: 8.9797, P: propose update draft announcement relaxation tender offer, cluster25


X: 4.6432, Y: 9.6558, P: invite to attend conference, cluster20


X: 4.5792, Y: 9.6688, P: accept invitation to attend conference, cluster20


X: -3.1282, Y: 14.7124, P: provide liquidity, cluster72


X: -0.1096, Y: 11.7421, P: use inside information, cluster4


X: 5.019, Y: 13.629, P: published consultation paper, cluster64


X: 2.1243, Y: 11.9238, P: assign responsibility, cluster24


X: 0.1014, Y: 6.6919, P: define scope, cluster29


X: -0.3391, Y: 12.6335, P: receive document, cluster8


X: -4.0427, Y: 7.23, P: collect asset, cluster27


X: -3.8819, Y: 9.9726, P: distribute fund, cluster17


X: -0.9251, Y: 8.3395, P: distribute property, cluster9


X: -3.1247, Y: 14.7114, P: liquidate asset, cluster72


X: 8.0717, Y: 10.9006, P: place collateral, cluster28


X: -1.8248, Y: 14.1371, P: publish financial statement, cluster26


X: -0.3536, Y: 12.6617, P: send document, cluster8


X: -1.923, Y: 8.1463, P: send property, cluster39


X: -4.2305, Y: 6.8971, P: will acquire, cluster27


X: 1.6089, Y: 12.3425, P: define qualifications, cluster21


X: -2.0239, Y: 10.685, P: approve capital market personnel, cluster61


X: -1.9303, Y: 10.7287, P: regulate capital market personnel, cluster61


X: -2.7652, Y: 12.9922, P: invite public comment, cluster43


X: -2.722, Y: 12.9739, P: receive public comment, cluster43


X: 4.6614, Y: 15.3746, P: appoint auditor, cluster53


X: -5.2209, Y: 5.9029, P: share experience, cluster35


X: -1.6326, Y: 11.546, P: propose to update guidelines, cluster5


X: 13.8504, Y: 10.3738, P: carry out Regulatory Guillotine, cluster88


X: -3.1187, Y: 14.602, P: propose amend liquidity fund rule, cluster72


X: 1.8819, Y: 5.103, P: issue license, cluster60


X: 1.8899, Y: 5.0877, P: must obtain license from, cluster60


X: -2.5682, Y: 12.8988, P: publish document to gather feedback, cluster43


X: -4.8439, Y: 9.2005, P: classify by net investment position, cluster10


X: -4.8974, Y: 9.176, P: classify by investment policy, cluster10


X: -4.8571, Y: 9.1273, P: classify by real investment position, cluster10


X: -5.0089, Y: 10.08, P: propose to amend rules on paid up registered capital, cluster-1


X: -3.3832, Y: 6.4851, P: fail valuation standard, cluster6


X: -3.7231, Y: 10.6719, P: launch charity program, cluster-1


X: -3.7602, Y: 10.7561, P: announce charity program, cluster-1


X: 0.414, Y: 13.4234, P: not comply order of SEC, cluster-1


X: -4.7096, Y: 7.989, P: allow private equity trust, cluster27


X: -1.9787, Y: 11.4493, P: update PP share offering prospectus filing rules, cluster5


X: 0.4626, Y: 9.9853, P: implement, cluster1


X: -0.4131, Y: 10.1285, P: prepare with, cluster1


X: -1.4974, Y: 11.3723, P: propose regulate DRs, cluster5


X: 9.6835, Y: 7.6492, P: joint organize cybersecurity workshop, cluster68


X: 5.549, Y: 9.1357, P: host IOSCO Annual Meeting 2023, cluster20


X: -1.0639, Y: 13.1747, P: disclose inside information, cluster26


X: -4.3676, Y: 7.0279, P: acquire investment, cluster27


X: -4.1448, Y: 6.5928, P: sell investment, cluster35


X: 1.1548, Y: 8.3381, P: start from, cluster3


X: 5.6056, Y: 9.5103, P: attend workshop, cluster20


X: 3.8194, Y: 9.6725, P: have participate, cluster34


X: 1.0035, Y: 3.5841, P: defraud from, cluster42


X: -3.1269, Y: 14.7068, P: provide liquidity support, cluster72


X: -3.1401, Y: 14.6766, P: establish liquidity support fund, cluster72


X: 8.9461, Y: 10.0783, P: purchase government bonds, cluster33


X: 3.9916, Y: 13.9037, P: propose regulate cryptocurrency, cluster51


X: -1.2343, Y: 13.3059, P: require disclosure, cluster26


X: -1.5188, Y: 11.3415, P: issue proposal about adjusting provisions, cluster5


X: -2.8469, Y: 11.418, P: publish draft code on governance of institutional investors, cluster61


X: 0.7626, Y: 8.5791, P: participate in project, cluster3


X: 3.1545, Y: 5.397, P: give award, cluster-1


X: 4.8342, Y: 9.351, P: ร่วมหารือเกี่ยวกับการจัดตั้งกองทุน CMDF, cluster20


X: -1.0563, Y: 12.622, P: request clarification, cluster8


X: -0.4263, Y: 12.1567, P: respond policy, cluster8


X: -1.0639, Y: 8.979, P: open service, cluster25


X: -0.5566, Y: 8.5631, P: adopt technology, cluster2


X: -0.4935, Y: 8.5286, P: use technology, cluster2


X: -0.5211, Y: 11.1275, P: comply standard, cluster4


X: -4.0464, Y: 7.9623, P: embezzle money, cluster7


X: 4.2785, Y: 8.9396, P: fire employee, cluster-1


X: 0.7475, Y: 13.8105, P: sue employee, cluster19


X: 1.236, Y: 13.6923, P: compensate money, cluster19


X: -3.3558, Y: 5.68, P: support price manipulation, cluster6


X: 0.7525, Y: 4.7932, P: not authorized digital asset business, cluster42


X: 3.8922, Y: 10.4082, P: collaborate with 9 partners, cluster34


X: 4.4085, Y: 7.6898, P: in charge of, cluster36


X: 5.1292, Y: 9.4368, P: co-organize conference, cluster20


X: 0.0792, Y: 13.5083, P: fail to submit data to SEC, cluster-1


X: -1.1978, Y: 7.3829, P: ask business to prepare for covid19, cluster9


X: 0.3362, Y: 11.1329, P: issue suggestion, cluster4


X: -1.5331, Y: 12.6524, P: publish announcement, cluster40


X: 0.0877, Y: 10.9684, P: announce policy, cluster4


X: 0.183, Y: 11.5427, P: issue notice, cluster4


X: 3.8397, Y: 10.407, P: collaborate to solve, cluster34


X: 0.5503, Y: 8.9359, P: set up taskforce, cluster3


X: -0.1559, Y: 12.0672, P: notify and warn, cluster8


X: 0.2293, Y: 12.6213, P: submit evidence to, cluster8


X: 4.7015, Y: 15.2935, P: request to define accounting practice, cluster53


X: 4.6869, Y: 15.3108, P: define accounting practice, cluster53


X: -2.1346, Y: 14.0011, P: relax financial statement submission deadline, cluster43


X: 4.4731, Y: 15.5222, P: requested special audit, cluster53


X: 0.4914, Y: 4.0942, P: warn public about investment in, cluster42


X: 2.9136, Y: 13.3813, P: issue warning about, cluster44


X: 0.0518, Y: 8.3773, P: register social enterprise, cluster14


X: 2.4689, Y: 7.8096, P: register pp sme, cluster23


X: 4.8867, Y: 8.5486, P: preside over, cluster20


X: 2.8026, Y: 13.82, P: prohibited insider trading, cluster45


X: -2.9074, Y: 13.7372, P: insider trading, cluster43


X: -2.9051, Y: 13.7371, P: assist insider trading, cluster43


X: -3.6741, Y: 8.5005, P: may involve unlicensed securities offering, cluster31


X: 0.9737, Y: 10.5444, P: will correct, cluster0


X: 3.6165, Y: 10.1701, P: participate in workgroup, cluster34


X: -1.5255, Y: 10.0297, P: order to correct, cluster47


X: -2.9513, Y: 8.1502, P: help inside trading, cluster7


X: 5.2089, Y: 12.2568, P: sign MOU with, cluster41


X: 5.5354, Y: 9.4335, P: cohost online seminar, cluster20


X: 5.5675, Y: 9.6506, P: give speech at online seminar, cluster20


X: 5.4505, Y: 9.4128, P: moderate online seminar, cluster20


X: -2.2298, Y: 7.618, P: exempt filing, cluster39


X: -0.5484, Y: 6.7859, P: support business expansion overseas, cluster37


X: 3.8774, Y: 10.609, P: facilitate cooperation remove regulatory barriers, cluster34


X: -4.5345, Y: 9.0807, P: emphasize role providing investment planning advice, cluster10


X: -4.8412, Y: 9.2167, P: promote access to investment, cluster10


X: -5.2076, Y: 10.2939, P: contribute to capital market development, cluster-1


X: -4.0553, Y: 9.3618, P: support securities companies and fund management companies, cluster17


X: -5.4181, Y: 9.0844, P: discuss importance of investment planning, cluster10


X: -4.1108, Y: 9.4219, P: promote and develop investment advisors, cluster17


X: -4.4628, Y: 9.0676, P: request banks exercise caution and supervise investment advice, cluster10


X: -1.4672, Y: 11.0476, P: inform progress on issuing regulations, cluster5


X: -3.7954, Y: 8.8458, P: allow issuance of financial instruments, cluster31


X: -4.9175, Y: 10.1514, P: enable banks to use instruments as tier 1 and tier 2 capital, cluster-1


X: -4.2101, Y: 9.277, P: require investment advisors to disclose information, cluster31


X: -4.7443, Y: 9.056, P: play significant role in investors investment decisions, cluster10


X: -3.1728, Y: 9.7223, P: support banks in prioritizing service quality, cluster17


X: -3.2849, Y: 9.8354, P: support banks in developing personnel, cluster17


X: -4.377, Y: 9.1527, P: enable personnel to provide investment planning advice, cluster10


X: -2.4206, Y: 12.7598, P: receive feedback and suggestions, cluster40


X: -1.5194, Y: 10.9914, P: provide suggestions on regulatory framework, cluster5


X: -0.0132, Y: 10.9028, P: share direction and policies, cluster4


X: 0.9266, Y: 9.2502, P: establish, cluster3


X: 1.7582, Y: 10.5556, P: emphasize importance of, cluster0


X: 3.2874, Y: 10.2305, P: encourage members, cluster34


X: 3.7462, Y: 18.3157, P: teach ESG analysis, cluster70


X: 3.1837, Y: 9.4354, P: organize training, cluster18


X: 4.8993, Y: 9.445, P: held meeting with, cluster20


X: 0.48, Y: 9.1565, P: interested in setting up, cluster3


X: -0.3097, Y: 11.9126, P: open hearings on improving the criteria for providing or transferring customer data, cluster4


X: 1.2024, Y: 12.2266, P: adjust suitability test, cluster21


X: 1.2115, Y: 12.1994, P: opt in suitability test, cluster21


X: 0.9918, Y: 3.5789, P: involved fraud, cluster42


X: 4.9403, Y: 12.0116, P: sign announcement, cluster41


X: -2.8146, Y: 10.7482, P: revoke authorization as investment advisor, cluster61


X: 8.4977, Y: 11.1853, P: approve restructuring, cluster28


X: 4.8364, Y: 7.2406, P: appointed deputy secretary general, cluster36


X: 1.0726, Y: 12.244, P: oversee legal and enforcement, cluster21


X: 1.3857, Y: 10.7233, P: promote independence, cluster0


X: -1.2366, Y: 8.5019, P: support innovation, cluster25


X: -4.0836, Y: 10.2656, P: proposes improving regulations for pension funds, cluster17


X: -4.3916, Y: 9.0856, P: has insufficient data for selecting fund managers and investment policies, cluster10


X: -4.4026, Y: 8.9935, P: has limited access to investment advice, cluster10


X: -4.1529, Y: 10.1601, P: requires fund managers to provide a checklist and fact sheet for selecting fund managers and investment policies, cluster17


X: -4.1836, Y: 10.1521, P: requires fund managers to provide performance reports for evaluating fund managers, cluster17


X: -4.1925, Y: 10.0917, P: requires fund managers to offer a range of investment policies that meet the needs of employees, cluster17


X: -4.522, Y: 9.1094, P: provides investment advice and makes it easily accessible, cluster10


X: 4.9184, Y: 9.4675, P: hold meeting, cluster20


X: -2.3523, Y: 14.0375, P: allow delay of meeting, cluster43


X: -2.3343, Y: 14.0498, P: allow delay of filing, cluster43


X: 4.2163, Y: 7.7055, P: is senior head of, cluster36


X: 4.702, Y: 15.3464, P: plan to improve auditor regulation, cluster53


X: -4.0566, Y: 10.2122, P: propose to review the fund rules, cluster17


X: -2.3719, Y: 12.4134, P: issue draft announcement, cluster40


X: 1.8727, Y: 5.1082, P: add new license types, cluster60


X: 1.8526, Y: 5.1259, P: allow existing license holders to switch to new types, cluster60


X: -4.9446, Y: 6.1502, P: issue new share, cluster35


X: -3.7143, Y: 8.8018, P: propose regulate ETP as securities business, cluster31


X: -3.7354, Y: 8.8954, P: open consultation on regulating ETP as securities business, cluster31


X: -4.0993, Y: 16.0752, P: open consultation on regulatory sandbox for ETP service providers, cluster57


X: -0.6336, Y: 11.2724, P: issued guidelines, cluster4


X: -1.0697, Y: 1.9556, P: approved tax incentives, cluster63


X: 5.1579, Y: 9.9251, P: invite speaker, cluster20


X: 0.4363, Y: 11.1498, P: use suggestion, cluster4


X: 0.9909, Y: 10.2157, P: mention challenge, cluster0


X: 0.4238, Y: 11.1926, P: get suggestion, cluster4


X: 0.4223, Y: 11.1809, P: give suggestion, cluster4


X: -1.1306, Y: 9.9617, P: mention trend, cluster47


X: 2.5242, Y: 10.1354, P: mention role, cluster18


X: 0.802, Y: 11.4523, P: mention action, cluster15


X: -4.3517, Y: 7.3471, P: violate takeover regulation, cluster27


X: -4.3608, Y: 7.4371, P: involve takeover regulation violation, cluster27


X: -3.1609, Y: 8.4777, P: order trade on behalf of clients, cluster7


X: -4.0954, Y: 16.0742, P: open regulatory sandbox, cluster57


X: -0.3947, Y: 11.2076, P: issue guidelines, cluster4


X: -2.289, Y: 7.3119, P: exempt fees, cluster39


X: -0.7697, Y: 11.6346, P: approve automatically, cluster4


X: 2.5594, Y: 7.3001, P: determine effective date, cluster-1


X: -2.1006, Y: 13.4876, P: announced the extension of the training and renewal application for capital market personnel, cluster43


X: -3.5739, Y: 14.2608, P: แก้ไขการคัดเลือกและอนุมัติเหรียญ KUB เข้ามาให้บริการในศูนย์ซื้อขายสินทรัพย์ดิจิทัล, cluster72


X: -3.5746, Y: 14.2546, P: แก้ไขมาตรฐานเทคโนโลยีของโปรเจกต์เหรียญ KUB, cluster72


X: -0.6012, Y: 10.1831, P: แก้ไขในส่วนของ adminTransfer, cluster-1


X: 0.2468, Y: 12.5329, P: แสดงหลักฐานเกี่ยวกับการแก้ไขดังกล่าวอย่างชัดเจนต่อ ก.ล.ต., cluster8


X: -3.5379, Y: 14.2652, P: เปิดเผยความเสี่ยงเกี่ยวกับ adminTransfer ของเหรียญ KUB บนเว็บไซต์ของ Bitkub, cluster72


X: -0.8938, Y: 13.3892, P: provide incomplete information, cluster26


X: 3.5635, Y: 8.6025, P: appoint to position, cluster-1


X: -3.5097, Y: 8.0778, P: buy sell securities without order, cluster7


X: -2.1638, Y: 9.5229, P: receive order from unauthorized person, cluster47


X: -2.729, Y: 6.3595, P: propose fees adjustments, cluster6


X: 3.0691, Y: 14.825, P: suspend investment adviser license, cluster45


X: -1.7513, Y: 9.8088, P: not execute order on time, cluster47


X: -4.7093, Y: 7.4102, P: involve unequal treatment of shareholders, cluster27


X: 4.6768, Y: 15.3113, P: discuss about accounting standards, cluster53


X: -0.2891, Y: 10.7377, P: implement measures, cluster1


X: 4.6812, Y: 15.2953, P: comment on accounting standards, cluster53


X: -3.4331, Y: 8.5477, P: unlicensed futures trading, cluster31


X: -3.669, Y: 5.5523, P: involve manipulation stock price, cluster-1


X: -3.6843, Y: 5.5638, P: support manipulation stock price, cluster-1


X: -1.201, Y: 8.5139, P: support innovation and technology, cluster25


X: 3.9941, Y: 9.766, P: participant eligibility, cluster34


X: 3.9119, Y: 9.6886, P: participant requirement, cluster34


X: 1.0782, Y: 13.2851, P: violate section 240 of the Securities and Exchange Act, cluster19


X: -2.1416, Y: 13.6521, P: grant extension for financial statement submission, cluster43


X: -2.0499, Y: 13.749, P: announce extension for financial statement submission, cluster43


X: -4.5537, Y: 9.4198, P: adjust investment criteria, cluster10


X: -3.2574, Y: 7.6318, P: has return rate, cluster7


X: -2.7589, Y: 6.5324, P: has max contribution amount, cluster6


X: -1.0634, Y: 1.954, P: has tax deduction amount, cluster63


X: 1.3863, Y: 8.9718, P: have mission, cluster3


X: 2.0989, Y: 11.8001, P: have power to, cluster24


X: 0.028, Y: 10.3336, P: propose to, cluster1


X: 0.3311, Y: 12.5086, P: be a separate legal entity from, cluster8


X: -2.6201, Y: 7.0977, P: pay an annual payment to, cluster39


X: 3.5636, Y: 8.6605, P: appoint an employee to be, cluster-1


X: 4.8155, Y: 7.3202, P: be the secretary-general of, cluster36


X: 4.4758, Y: 9.6327, P: invite visit booth, cluster-1


X: -2.7484, Y: 4.7587, P: increase revenue and reduce expenses, cluster11


X: -3.8971, Y: 8.6788, P: expand types of securities, cluster31


X: -3.7655, Y: 8.5288, P: cover registered securities, cluster31


X: 3.1397, Y: 9.4268, P: consider supporting training expenses, cluster18


X: 1.081, Y: 13.9432, P: has civil penalty, cluster19


X: 1.9704, Y: 13.6563, P: issue consultation on conflict of interest and investment management rules, cluster19


X: -3.7489, Y: 6.1449, P: cross trade SP stocks, cluster6


X: -4.313, Y: 9.795, P: manage fund against investor interest, cluster17


X: 1.4426, Y: 12.471, P: fail to supervise company operation, cluster21


X: 1.1521, Y: 13.2694, P: violate regulation 283 285, cluster19


X: 1.2913, Y: 13.9068, P: be punished by oversea regulator, cluster19


X: 0.0866, Y: 10.6438, P: discuss limitation, cluster1


X: -1.1625, Y: 2.1135, P: approve tax deduction for SSF, cluster63


X: -1.4063, Y: 2.496, P: announce approval of SSF, cluster63


X: 1.06, Y: 14.0025, P: ordered to pay civil fine, cluster19


X: -2.5905, Y: 7.74, P: ordered to be jointly liable, cluster39


X: -1.1339, Y: 9.9355, P: help to develop CG Code, cluster47


X: -1.1486, Y: 9.9236, P: release CG Code, cluster47


X: -1.1103, Y: 9.9344, P: work together to develop CG Code, cluster47


X: -3.9417, Y: 10.1365, P: approve establishment of fund, cluster17


X: 0.0914, Y: 12.2283, P: request investigation, cluster8


X: 9.7008, Y: 7.6561, P: cyber attacked, cluster68


X: -2.7392, Y: 6.3438, P: have high cost in managing payment, cluster6


X: -1.6654, Y: 6.4386, P: will help reduce the burden on securities companies in overseeing service providers, cluster22


X: 9.7018, Y: 7.66, P: issue cybersecurity warning, cluster68


X: 4.9841, Y: 5.8893, P: allows delay of annual shareholder meeting, cluster49


X: 9.6928, Y: 7.6548, P: joint organize seminar about cybersecurity risk, cluster68


X: -0.6585, Y: 11.1902, P: approve project for 5 years plan, cluster4


X: -1.9469, Y: 9.2783, P: approve ASEAN green bond standards, cluster25


X: -1.9525, Y: 9.2452, P: approve ASEAN corporate governance scorecard, cluster25


X: 3.6099, Y: 9.2414, P: support labour mobility, cluster-1


X: -3.6102, Y: 9.0146, P: support cross-border fund offering, cluster31


X: -2.4741, Y: 6.9101, P: support market capacity building, cluster39


X: -2.5622, Y: 7.0195, P: discuss market interconnection, cluster39


X: -0.6267, Y: 9.519, P: receive support from ADB, cluster2


X: 0.1492, Y: 11.0839, P: issue measure, cluster4


X: 0.655, Y: 4.9254, P: specify digital asset business type, cluster42


X: 1.8593, Y: 5.1255, P: require license from, cluster60


X: 7.1653, Y: 13.1648, P: define trustee obligation, cluster90


X: -2.8411, Y: 8.2507, P: involved in financial transaction, cluster7


X: -4.6517, Y: 11.0142, P: develop financial literacy and long term saving tools, cluster-1


X: 0.966, Y: 12.2465, P: promote discipline of listed companies and enhance law enforcement, cluster21


X: -5.0758, Y: 10.0858, P: increase support for intermediaries in capital market, cluster-1


X: -0.2347, Y: 7.3913, P: create opportunities from the growth of neighboring countries, cluster16


X: 4.6745, Y: 15.359, P: allow affected covid19 company to appoint auditor for Q1 2020 review, cluster53


X: -5.8375, Y: 11.0986, P: adjust criteria for issuance and distribution of SME shares, cluster52


X: -5.8185, Y: 11.0676, P: amend criteria for issuance of SME shares, cluster52


X: -6.7265, Y: 13.8343, P: amend criteria for distribution of securities by underwriters, cluster73


X: 5.6022, Y: 9.5793, P: attend seminar, cluster20


X: 1.7874, Y: 10.5939, P: acknowledge importance, cluster0


X: 0.0357, Y: 9.1003, P: plan develop platform, cluster2


X: -0.0537, Y: 8.7541, P: promote tool, cluster2


X: 1.2653, Y: 7.4998, P: open channel, cluster-1


X: -1.4556, Y: 10.9459, P: review regulation, cluster5


X: -0.2415, Y: 7.9216, P: develop digital infrastructure, cluster9


X: 1.6837, Y: 7.3437, P: travel give knowledge, cluster23


X: 4.9614, Y: 13.4486, P: provide consultation, cluster64


X: -0.6594, Y: 15.0144, P: establish team, cluster-1


X: 4.8282, Y: 9.5231, P: organize panel, cluster20


X: 4.8752, Y: 9.1694, P: hold exhibition, cluster20


X: -1.0366, Y: 7.5481, P: arrange business matching, cluster9


X: 1.7097, Y: 12.3246, P: not acted diligently as a professional, cluster21


X: 1.9472, Y: 12.5146, P: not acted honesty and good faith, cluster21


X: -4.0976, Y: 10.1059, P: adjust fund regulation, cluster17


X: 0.6601, Y: 4.9174, P: define new digital asset business, cluster42


X: 4.1597, Y: 12.4627, P: prepare for covid19, cluster41


X: -1.6554, Y: 11.0225, P: issue new regulation, cluster5


X: -5.1241, Y: 10.1336, P: propose amend paid up registered capital requirement, cluster-1


X: -3.7763, Y: 9.8596, P: offer unsuitable fund, cluster17


X: -9.8161, Y: 7.9117, P: support anti-corruption initiative, cluster74


X: 0.8834, Y: 13.3758, P: break law of SEC, cluster19


X: 4.9694, Y: 8.5316, P: issue request to consider creditor committee, cluster20


X: -2.0019, Y: 8.7537, P: must coordinate with customers, cluster25


X: -0.1936, Y: 11.7715, P: share information to DSI, cluster4


X: 1.7268, Y: 13.3849, P: is accused of violating, cluster19


X: 5.2267, Y: 12.3686, P: give testimony to DSI, cluster-1


X: -4.3361, Y: 9.8111, P: allow hedge fund, cluster17


X: -4.5275, Y: 9.5003, P: relax investment rule, cluster10


X: -2.1188, Y: 13.663, P: extend special audit submission deadline, cluster43


X: 8.9354, Y: 10.0355, P: purchase government bond, cluster33


X: 6.2917, Y: 16.6591, P: lower interest rate, cluster62


X: 3.0416, Y: 14.7668, P: suspend consulting supervisor approval, cluster45


X: 5.6092, Y: 9.5415, P: hosted seminar, cluster20


X: 5.5718, Y: 10.1898, P: delivered opening remarks, cluster-1


X: 5.5647, Y: 10.0601, P: delivered keynote speech, cluster-1


X: 5.5845, Y: 10.1769, P: delivered speech, cluster-1


X: 5.4304, Y: 9.5251, P: delivered presentation, cluster20


X: 4.9263, Y: 9.6016, P: participated in panel discussion, cluster20


X: 4.9607, Y: 9.6724, P: moderated panel discussion, cluster20


X: 5.5944, Y: 9.557, P: attended seminar, cluster20


X: 4.0788, Y: 6.3911, P: announce nomination, cluster49


X: 0.0317, Y: 12.7346, P: announce result, cluster8


X: 3.1212, Y: 5.4567, P: award organization transparency, cluster-1


X: -1.7485, Y: 11.2036, P: propose amend regulation, cluster5


X: -4.737, Y: 6.7475, P: acquire share, cluster35


X: -4.5323, Y: 6.9375, P: acquire investment unit, cluster27


X: -4.1389, Y: 6.6408, P: sell investment unit, cluster12


X: 2.1373, Y: 11.9641, P: have responsibility, cluster24


X: 5.5974, Y: 10.1955, P: give speech about, cluster-1


X: 4.2005, Y: 9.3002, P: coorganize, cluster-1


X: 3.7878, Y: 8.8176, P: fired employee, cluster-1


X: 1.2005, Y: 13.687, P: compensate, cluster19


X: -1.9385, Y: 13.5396, P: submit report request extension, cluster26


X: 3.2087, Y: 5.3403, P: receive SET in the City 2013 Best Data Exhibition Booth Award, cluster-1


X: 3.1706, Y: 5.3883, P: receive SET in the City 2013 Best Data Exhibition Booth Award on behalf of SEC, cluster-1


X: 3.163, Y: 5.39, P: give SET in the City 2013 Best Data Exhibition Booth Award to SEC, cluster-1


X: 3.9884, Y: 13.9089, P: propose regulation for cryptocurrency trading, cluster51


X: 0.6619, Y: 4.8963, P: publish consultation paper on regulatory framework for digital asset trading, cluster42


X: -2.7013, Y: 7.4312, P: set minimum transaction value for digital asset purchases at 5,000 baht, cluster39


X: 5.3915, Y: 4.9302, P: ITA score improvement, cluster86


X: 5.3972, Y: 4.9297, P: ITA score, budget, cluster86


X: 5.3921, Y: 4.9328, P: ITA score improvement, budget, cluster86


X: 5.3993, Y: 4.9251, P: ITA score, property, cluster86


X: 5.3978, Y: 4.9283, P: ITA score improvement, property, cluster86


X: -9.8919, Y: 7.827, P: ITA score, corruption prevention, cluster74


X: 5.369, Y: 4.9325, P: ITA score improvement, corruption prevention, cluster86


X: 5.3907, Y: 4.9324, P: ITA score, quality of operation, cluster86


X: 5.3906, Y: 4.9331, P: ITA score improvement, quality of operation, cluster86


X: -1.1509, Y: 11.1883, P: propose to adjust criteria, cluster5


X: 0.9015, Y: 12.0023, P: lead study on, cluster15


X: -0.6367, Y: 7.2838, P: provide guidance on business continuity plans, cluster16


X: -0.6501, Y: 7.2578, P: request implementation of business continuity plans, cluster16


X: -0.6309, Y: 7.2824, P: implement business continuity plans, cluster16


X: -0.6731, Y: 7.2973, P: have business continuity plans in place, cluster16


X: -0.3524, Y: 8.6297, P: have backup operations centers or remote work capabilities, cluster2


X: 3.3509, Y: 12.9361, P: have implemented measures to reduce operational risks, cluster44


X: 3.0932, Y: 14.8402, P: suspend endorse investment advisor, cluster45


X: -0.8137, Y: 11.8165, P: operate without permission, cluster4


X: -5.8116, Y: 5.4184, P: have position as, cluster-1


X: 3.82, Y: 7.9575, P: have spokesperson, cluster36


X: -5.0089, Y: 7.8937, P: Ask shareholder to study information, cluster-1


X: 1.5152, Y: 10.6962, P: question the appropriateness, cluster0


X: -2.698, Y: 8.1669, P: review appropriateness of transaction, cluster7


X: -2.6304, Y: 8.2713, P: find unreasonable business agreement, cluster-1


X: -5.0418, Y: 9.1525, P: question investment, cluster10


X: 3.9991, Y: 13.9165, P: propose new requirement for crypto business, cluster51


X: -1.0934, Y: 6.1679, P: analyze cause of deficiency, cluster22


X: -1.1952, Y: 6.1959, P: follow up deficiency reduction, cluster22


X: 4.7097, Y: 15.3185, P: organize 5th annual Audit Inspection Workshop, cluster53


X: 3.9522, Y: 9.4672, P: be attended by, cluster-1


X: -1.6058, Y: 7.6832, P: be 4 firms by IFIAR, cluster39


X: 1.0632, Y: 10.4247, P: have purpose of, cluster0


X: 1.2745, Y: 8.6462, P: set goal of, cluster3


X: -0.4409, Y: 12.0293, P: issue letter, cluster8


X: -2.2471, Y: 7.5873, P: exempt filing period, cluster39


X: 0.0956, Y: 10.7822, P: propose new requirement, cluster1


X: -1.1464, Y: 12.7027, P: update report format, cluster-1


X: 1.001, Y: 3.5676, P: may commit fraud, cluster42


X: 0.8943, Y: 3.6799, P: involve stock fraud, cluster42


X: 2.4303, Y: 7.1805, P: set deadline, cluster-1


X: 0.2011, Y: 15.4581, P: recommend class action lawsuit, cluster93


X: 0.1922, Y: 15.4709, P: collaborate class action lawsuit, cluster93


X: 0.1968, Y: 15.4747, P: publish class action lawsuit information, cluster93


X: -0.3032, Y: 12.6471, P: provide form, cluster8


X: -2.1121, Y: 13.6448, P: extend submission deadline for special audit report, cluster43


X: -2.0331, Y: 13.5618, P: requested extension for special audit report submission, cluster43


X: -2.9085, Y: 13.7362, P: involve insider trading support, cluster43


X: 3.3344, Y: 7.4358, P: issue holiday notice, cluster-1


X: 1.7436, Y: 12.2966, P: not perform duty, cluster21


X: -0.5009, Y: 9.4127, P: assist support, cluster2


X: -5.9777, Y: 11.2366, P: define SME mid size, cluster52


X: -5.72, Y: 11.1436, P: open channel for SME fundraising public, cluster52


X: -5.8742, Y: 11.1963, P: post SME fundraising consultation paper, cluster52


X: -5.8293, Y: 11.2149, P: set requirement for SME fundraising public, cluster52


X: -5.838, Y: 11.223, P: require SME fundraising public to publish information, cluster52


X: -5.8361, Y: 11.2161, P: require SME fundraising public to submit prospectus, cluster52


X: -5.8354, Y: 11.2077, P: require SME fundraising public to undergo audit, cluster52


X: -5.846, Y: 11.2114, P: require SME fundraising public to use qualified intermediaries, cluster52


X: -5.8712, Y: 11.2263, P: require SME fundraising public to pass knowledge test, cluster52


X: -5.8045, Y: 11.0211, P: discuss with SEC on SME secondary market, cluster52


X: -1.0956, Y: 1.9583, P: issue tax exemption for PE Trust, cluster63


X: -2.123, Y: 13.6368, P: extend filing deadline for PE Trust-1, cluster43


X: 5.1127, Y: 5.8228, P: ask shareholder to attend the shareholder meeting, cluster49


X: 5.1155, Y: 5.8143, P: hold the shareholder meeting, cluster49


X: 4.8838, Y: 7.9913, P: appoint the board of directors, cluster36


X: -1.6636, Y: 11.5532, P: amend the legal restrictions, cluster5


X: 1.1924, Y: 7.6374, P: resume its business continuously, cluster-1


X: 8.8694, Y: 11.1964, P: pay off its debts according to the promissory notes and debentures, cluster28


X: -1.5753, Y: 5.4204, P: have a negative impact on the companys status and operations, cluster22


X: 2.1041, Y: 9.187, P: show interest, cluster-1


X: 0.5923, Y: 10.6958, P: make decision, cluster1


X: -0.0146, Y: 12.0689, P: request information, cluster8


X: -5.0409, Y: 8.8359, P: invested assets, cluster10


X: -1.4116, Y: 11.5219, P: prepare to amend, cluster5


X: -4.9456, Y: 11.4653, P: support FinTech for post trade service, cluster-1


X: -0.6904, Y: 10.8543, P: adjust measure to control, cluster5


X: -0.6681, Y: 10.3067, P: increase flexibility of control, cluster-1


X: -2.7523, Y: 6.3817, P: amend announcement on fees, cluster6


X: -0.238, Y: 9.2219, P: support establishment, cluster2


X: -5.0631, Y: 9.131, P: have investment policy, cluster10


X: -2.2917, Y: 7.3024, P: exempt registration fee, cluster39


X: -2.457, Y: 12.141, P: submit draft fund establishment document, cluster40


X: -3.9456, Y: 10.1161, P: consider fund establishment approval, cluster17


X: -0.8097, Y: 11.7078, P: subject to auto approval, cluster4


X: -1.4589, Y: 12.7006, P: announce in government gazette, cluster-1


X: 4.0254, Y: 9.3627, P: participate in event, cluster-1


X: 5.1216, Y: 5.8194, P: urge shareholder to attend egm, cluster49


X: 4.9261, Y: 8.0636, P: appoint additional board members, cluster36


X: 8.8969, Y: 10.3756, P: default on promissory note payment, cluster33


X: -2.2362, Y: 7.6086, P: approved exemption of filing, cluster39


X: -4.0984, Y: 16.0767, P: launch regulatory sandbox, cluster57


X: 4.3646, Y: 9.7416, P: invite to event, cluster-1


X: 9.0603, Y: 9.5545, P: relax the arrangement of the general meeting of unit holders of real estate funds, cluster33


X: -1.8312, Y: 13.8068, P: extend the submission of financial statements and audit reports of PVD, cluster26


X: -3.7588, Y: 8.4838, P: prohibit new securities offer for investment companies, cluster31


X: 1.8624, Y: 8.8426, P: can be found at, cluster3


X: -1.599, Y: 8.9717, P: offer to be the link, cluster25


X: -4.9729, Y: 11.505, P: aim to develop fintech, cluster-1


X: -4.9749, Y: 11.5083, P: support fintech startups, cluster-1


X: 7.2993, Y: 4.468, P: consider to convert IP, cluster38


X: -4.0991, Y: 16.0744, P: offer regulatory sandbox program, cluster57


X: -4.0957, Y: 16.0686, P: announce regulatory sandbox program, cluster57


X: -4.9842, Y: 11.423, P: support fintech use in capital market, cluster-1


X: -4.0998, Y: 16.0806, P: set requirements for regulatory sandbox program participants, cluster57


X: -4.448, Y: 8.3038, P: require participants to protect investors, cluster-1


X: -4.9656, Y: 11.4979, P: establish fintech promotion department, cluster-1


X: -4.0963, Y: 16.0785, P: update regulatory sandbox program guidelines, cluster57


X: -5.0956, Y: 10.1116, P: propose update capital requirement, cluster-1


X: -5.2041, Y: 10.1849, P: improve capital requirement, cluster-1


X: -5.3796, Y: 10.0978, P: increase initial capital, cluster-1


X: -4.5815, Y: 9.7643, P: increase reserve fund, cluster17


X: 0.6458, Y: 4.8974, P: adjust digital asset storage, cluster42


X: -1.8876, Y: 12.257, P: discuss update with stakeholder, cluster40


X: 5.3535, Y: 13.1143, P: open for public hearing, cluster64


X: 6.6424, Y: 7.4983, P: discuss about the establishment of a sustainable securities trading platform in Thailand, cluster48


X: 8.1289, Y: 10.2969, P: established the Luxembourg Green Exchange (LGX), cluster33


X: -5.7577, Y: 12.0733, P: said that the promotion of sustainable development is one of the strategies that the SEC has set, cluster52


X: 0.0663, Y: 13.4234, P: said that the discussion and exchange of experiences between the two agencies would be beneficial to the SEC, cluster-1


X: -3.789, Y: 8.8437, P: will conduct a regulatory mapping of the Luxembourg Stock Exchange's securities offering rules, cluster31


X: -2.2741, Y: 7.3609, P: exempt registration fees, cluster39


X: -0.7842, Y: 11.6895, P: auto approval, cluster4


X: -3.858, Y: 8.7876, P: expand types of securities business in regulatory sandbox, cluster31


X: 2.1543, Y: 9.0048, P: coordinate, cluster-1


X: 6.6225, Y: 7.5326, P: appoint as member of Stock Exchange of Thailand board, cluster48


X: 0.2486, Y: 9.5832, P: has 3 year plan, cluster1


X: 2.1179, Y: 11.9518, P: responsible, cluster24


X: 1.6543, Y: 12.2895, P: qualification, cluster21


X: -5.8151, Y: 5.4197, P: previous position, cluster-1


X: 3.3153, Y: 9.5698, P: develop and improve course, cluster18


X: 3.3638, Y: 9.6649, P: cooperate to develop and improve course, cluster18


X: 0.054, Y: 11.4127, P: provide knowledge to, cluster4


X: -0.0039, Y: 11.5069, P: provide knowledge about, cluster4


X: -0.0279, Y: 11.5438, P: need to have knowledge about, cluster4


X: 0.9045, Y: 9.9071, P: will enhance, cluster0


X: 0.0972, Y: 11.4531, P: will have knowledge to, cluster4


X: 3.2226, Y: 9.4216, P: should attend training, cluster18


X: -1.8061, Y: 11.9864, P: will be upgraded to, cluster40


X: 5.5692, Y: 9.1478, P: host training, cluster20


X: 0.1622, Y: 13.7467, P: has received complaint, cluster-1


X: 1.7912, Y: 12.2192, P: not performing duties responsibly, cluster21


X: 2.7135, Y: 14.2271, P: suspended approval, cluster45


X: -1.6718, Y: 14.2046, P: has incorrect financial statements, cluster26


X: -1.8448, Y: 14.1859, P: ordered to correct financial statements, cluster26


X: 4.474, Y: 15.5344, P: ordered to conduct special audit, cluster53


X: -9.8103, Y: 7.918, P: involve corruption, cluster74


X: -1.3578, Y: 11.3873, P: propose to adjust guidelines, cluster5


X: -3.4225, Y: 8.5704, P: modify qualification for futures trading intermediary, cluster31


X: 3.096, Y: 14.8387, P: suspend providing investment advice, cluster45


X: -5.0432, Y: 9.138, P: has investment opportunities, cluster10


X: -0.5475, Y: 11.0441, P: has standard, cluster4


X: -0.1539, Y: 9.2047, P: support organization, cluster2


X: -3.7109, Y: 5.5121, P: involved in stock price manipulation, cluster-1


X: 1.4143, Y: 13.0418, P: violated prohibited conduct for capital market professionals, cluster19


X: 4.4507, Y: 9.6341, P: invite to visit booth, cluster-1


X: 4.4209, Y: 9.6867, P: invited to visit booth, cluster-1


X: -3.4264, Y: 8.5477, P: involved unauthorized futures, cluster31


X: -2.116, Y: 13.6701, P: extend deadline to submit special audit report, cluster43


X: -2.0338, Y: 11.3477, P: announce update regulation, cluster5


X: -2.8756, Y: 13.7462, P: conceal insider trading, cluster43


X: -1.4271, Y: 10.8346, P: not regulated by, cluster5


X: -1.108, Y: 9.9874, P: issue CG code, cluster47


X: 1.0659, Y: 10.1219, P: apply or explain, cluster0


X: -1.1596, Y: 9.9744, P: talk about benefit of CG code, cluster47


X: -1.1083, Y: 9.9172, P: support CG code, cluster47


X: -5.8746, Y: 12.2229, P: talk about support sustainability, cluster52


X: 4.0224, Y: 13.9247, P: obligate to provide cryptocurrency knowledge test, cluster51


X: -0.8489, Y: 13.1243, P: obligate to submit service quality report, cluster-1


X: -0.7271, Y: 11.4709, P: approve project, cluster4


X: 4.5925, Y: 5.7963, P: urge shareholder to vote, cluster49


X: -3.9132, Y: 6.8333, P: sell assets to real estate fund, cluster12


X: -4.0464, Y: 7.3662, P: disapprove asset sale, cluster27


X: -4.0637, Y: 7.1623, P: purchase assets from, cluster27


X: -1.4129, Y: 15.6061, P: lease assets from, cluster67


X: -4.0539, Y: 6.9338, P: approve asset sale, cluster12


X: 3.5422, Y: 13.1312, P: have risk level changed, cluster51


X: -1.8192, Y: 14.18, P: update financial statement template, cluster26


X: -3.9373, Y: 11.0143, P: approve crowdfunding, cluster-1


X: 0.1606, Y: 13.4698, P: announce SEC meeting, cluster-1


X: -5.9431, Y: 11.243, P: approve SME startup fundraising, cluster52


X: 0.4218, Y: 10.4193, P: modify website, cluster1


X: -5.8511, Y: 11.2372, P: relax rules for SME fundraising, cluster52


X: -5.8334, Y: 11.1855, P: allow underwriters to allocate shares to SME subsidiaries, cluster52


X: 3.0995, Y: 14.8454, P: suspended investment advisor, cluster45


X: -2.4021, Y: 9.4018, P: failed to record customer orders, cluster-1


X: -2.3205, Y: 9.4383, P: failed to confirm order details with customer, cluster-1


X: -1.0626, Y: 1.9515, P: can deduct tax, cluster63


X: 1.3696, Y: 13.0412, P: breach conduct of business, cluster19


X: -2.8472, Y: 6.4572, P: has purchase fee percent, cluster6


X: -2.8545, Y: 6.4459, P: has purchase fee max, cluster6


X: -2.8276, Y: 6.4616, P: has max purchase amount, cluster6


X: -3.572, Y: 14.2604, P: order to fix selection and approval of KUB coin, cluster72


X: -3.5733, Y: 14.2614, P: fix selection and approval of KUB coin, cluster72


X: -3.5777, Y: 14.2593, P: fix technology standard of KUB coin, cluster72


X: -3.5883, Y: 14.249, P: show evidence of KUB coin technology standard, cluster72


X: -3.5752, Y: 14.2631, P: approve KUB coin without meeting criteria, cluster72


X: -1.9648, Y: 13.5354, P: give report extension, cluster43


X: -1.3795, Y: 9.6155, P: change phone number, cluster47


X: 3.02, Y: 13.2891, P: require risk warning, cluster44


X: 1.9274, Y: 9.3705, P: require balanced view, cluster-1


X: 2.588, Y: 13.8938, P: restrict advertising channel, cluster45


X: 1.2705, Y: 12.2799, P: require supervision, cluster21


X: 3.1496, Y: 14.0188, P: ban introducing broker agent, cluster45


X: 0.3064, Y: 9.5863, P: เพิ่มความสามารถในการบริหารสภาพคล่อง, cluster1


X: 3.1095, Y: 9.4326, P: พิจารณาความเป็นไปได้ในการสนับสนุนค่าใช้จ่ายในการพัฒนาทักษะ, cluster18


X: 1.5094, Y: 13.1229, P: engage in misconduct or lack of responsibility, cluster19


X: 1.4038, Y: 13.2068, P: engage in misconduct, cluster19


X: 7.6978, Y: 4.0014, P: involve purchase of PAO shares outside of the stock exchange, cluster38


X: -4.5212, Y: 9.0347, P: provide biased and unprofessional investment advice, cluster10


X: -4.2097, Y: 8.923, P: fail to record investment advice, cluster31


X: -2.938, Y: 8.1052, P: manipulate trading volume, cluster7


X: -1.3778, Y: 11.531, P: consider revise, cluster5


X: -1.4579, Y: 11.5512, P: propose revise, cluster5


X: 0.0014, Y: 12.6924, P: inform result, cluster8


X: 3.5275, Y: 9.6944, P: graduate from, cluster34


X: -0.9761, Y: 6.1289, P: find artificial volume, cluster22


X: -1.0212, Y: 6.0866, P: not prevent artificial volume, cluster22


X: 4.8231, Y: 10.1832, P: have discussion, cluster-1


X: -4.001, Y: 7.8405, P: misappropriate asset, cluster7


X: -3.9544, Y: 7.9138, P: involved in misappropriation of funds, cluster7


X: -2.1249, Y: 11.8189, P: propose amendment, cluster40


X: -0.5251, Y: 12.9596, P: include in reporting obligation, cluster8


X: 9.7057, Y: 7.6497, P: request improvement cybersecurity, cluster68


X: 4.4279, Y: 7.2167, P: is leader of, cluster36


X: -0.5217, Y: 9.2424, P: support technical, cluster2


X: 5.3657, Y: 13.1076, P: announce public hearing, cluster64


X: -1.2744, Y: 12.3092, P: release document, cluster-1


X: -1.1877, Y: 6.1223, P: aim to reduce, cluster22


X: -4.1841, Y: 6.8656, P: acquisition, cluster27


X: 2.9375, Y: 9.2656, P: hold activity at children day, cluster18


X: -4.5183, Y: 10.88, P: have mission to educate finance to all ages, cluster-1


X: -4.9023, Y: 10.3495, P: promote long term saving and support capital market, cluster-1


X: 0.3583, Y: 10.0966, P: should implement, cluster1


X: 0.9888, Y: 3.5914, P: commit fraud, cluster42


X: -4.099, Y: 16.0667, P: open sandbox for financial innovation, cluster57


X: -1.0666, Y: 13.83, P: disseminate false info, cluster26


X: -4.3024, Y: 5.7718, P: create artificial price volume of share, cluster35


X: 1.3848, Y: 13.0279, P: violate duty of capital market personnel, cluster19


X: 4.4557, Y: 15.5385, P: request special audit, cluster53


X: 4.4148, Y: 15.5616, P: submit special audit, cluster53


X: -1.86, Y: 14.1028, P: submit revised financial statement, cluster26


X: -0.3767, Y: 13.2719, P: forge document, cluster-1


X: -6.0061, Y: 11.2644, P: support SME startup, cluster52


X: -6.0451, Y: 11.3086, P: emphasize importance SME startup, cluster52


X: -5.9237, Y: 11.1838, P: speech about open door for SME startup to capital market, cluster52


X: -6.011, Y: 11.2701, P: create platform for SME startup, cluster52


X: -5.1653, Y: 10.3173, P: provide access to capital market, cluster-1


X: -5.9907, Y: 11.2642, P: setup SME PE VC working group, cluster52


X: -6.0389, Y: 11.2951, P: host business matching for SME startup, cluster52


X: 3.8989, Y: 10.3312, P: collaborate with other organizations, cluster34


X: -3.4175, Y: 9.9781, P: provide financial consultation, cluster17


X: -1.4711, Y: 10.8625, P: considering regulating, cluster5


X: -0.3212, Y: 9.3143, P: not support, cluster2


X: 5.1165, Y: 5.8226, P: request shareholder to attend meeting, cluster49


X: 4.9171, Y: 8.0876, P: need to appoint board members, cluster36


X: 4.9216, Y: 8.0885, P: have responsibility to appoint as board member, cluster36


X: -4.6462, Y: 11.0365, P: collaborate on financial literacy, cluster-1


X: -5.8255, Y: 5.4101, P: change position, cluster-1


X: -1.553, Y: 7.7467, P: join company, cluster39


X: -0.35, Y: 12.0561, P: provide open data service, cluster8


X: -2.316, Y: 12.3932, P: establish principle and draft announcement, cluster40


X: -2.4651, Y: 12.7952, P: provide feedback, cluster40


X: 0.5944, Y: 11.991, P: increased type of technical analyst, cluster15


X: -4.3362, Y: 9.4769, P: improved qualification of investment analyst, cluster17


X: -3.7936, Y: 9.7115, P: improved qualification of investment advisor, cluster17


X: -3.1763, Y: 8.3887, P: involve unprofessional trading, cluster7


X: 0.8188, Y: 12.6185, P: joint investigate, cluster21


X: 1.305, Y: 13.6564, P: report crime, cluster19


X: -2.0831, Y: 11.3955, P: update regulation, cluster61


X: -4.9621, Y: 11.4745, P: promote fintech, cluster-1


X: 2.3815, Y: 9.6711, P: is รองเลขาธิการ, cluster18


X: 2.3767, Y: 9.6754, P: is ผู้ช่วยเลขาธิการ, cluster18


X: 4.259, Y: 7.5001, P: is ผู้อำนวยการฝ่ายจัดการและวิเคราะห์ข้อมูลตลาดทุน, cluster36


X: 4.4387, Y: 7.6048, P: is ผู้อำนวยการฝ่ายเทคโนโลยีสารสนเทศและการสื่อสาร, cluster36


X: 2.457, Y: 9.5696, P: is ผู้ช่วยเลขาธิการอาวุโส, cluster18


X: 3.4221, Y: 10.0956, P: responsible for สายงานประสิทธิภาพองค์กร, cluster34


X: 5.1202, Y: 5.8167, P: remind shareholder attend meeting, cluster49


X: 0.3781, Y: 9.9895, P: administrate, cluster1


X: -1.1397, Y: 9.0167, P: can use service from, cluster25


X: -1.1818, Y: 9.0576, P: cannot use service from, cluster25


X: -3.2438, Y: 5.725, P: involved price manipulation, cluster6


X: -0.8173, Y: 11.7943, P: require approval, cluster4


X: -4.1965, Y: 10.0635, P: propose to revise restrictions on holdings in mutual funds, cluster17


X: 8.8277, Y: 10.6143, P: revise tax collection rules for investments in debt securities through mutual funds, cluster33


X: 0.8261, Y: 11.0184, P: have exception for, cluster15


X: -2.6321, Y: 8.0556, P: have transaction with, cluster7


X: 3.0488, Y: 12.8165, P: may not receive protection, cluster44


X: -1.0651, Y: 11.006, P: have idea to adjust, cluster5


X: 1.0501, Y: 10.6196, P: must do same as, cluster0


X: -3.9836, Y: 7.4945, P: have duty to deliver asset, cluster27


X: -2.5783, Y: 12.892, P: publish for feedback, cluster43


X: -2.9492, Y: 8.2527, P: assist involve inside trading, cluster7


X: 0.2325, Y: 8.9929, P: will develop, cluster14


X: 3.8771, Y: 10.6106, P: will cooperate with, cluster34


X: -0.3341, Y: 1.7713, P: support blockchain business, cluster63


X: -1.5707, Y: 8.5287, P: drive capital market innovation for financial market, cluster25


X: -4.0875, Y: 16.0865, P: relax regulatory sandbox criteria, cluster57


X: -0.7037, Y: 8.164, P: create environment for businesses to leverage technology, cluster9


X: 0.2371, Y: 9.4993, P: add department to support strategy, cluster1


X: 0.6558, Y: 4.9734, P: digital regulator, cluster42


X: 9.7069, Y: 7.6293, P: market-wide cyber drill, cluster68


X: -0.3418, Y: 1.7825, P: blockchain for trading settlement, cluster63


X: -0.0259, Y: 7.8738, P: prepare infrastructure, cluster14


X: -4.1957, Y: 9.1023, P: adjust definition of institutional investors, cluster31


X: -1.6973, Y: 12.4999, P: adjust wording in announcement, cluster40


X: -5.7701, Y: 11.0977, P: improve guidelines for private placement of SME, cluster52


X: -5.9207, Y: 11.1614, P: allow larger SME to raise funds, cluster52


X: -1.7177, Y: 14.1776, P: has inaccurate financial statement, cluster26


X: -1.7485, Y: 14.0592, P: update rule for disclosure of financial statement by foreign bank branch, cluster26


X: -5.9927, Y: 11.2766, P: lead SME Startup PE VC working group, cluster52


X: 1.4001, Y: 13.0799, P: violate professional duty, cluster19


X: -3.9866, Y: 7.8599, P: misappropriation, cluster7


X: -4.7302, Y: 8.9087, P: issue investment risk management guideline, cluster10


X: 1.2759, Y: 12.262, P: issue due diligence checklist, cluster21


X: -4.2082, Y: 9.0506, P: allow broker to make investment decision, cluster31


X: 1.0668, Y: 13.1445, P: violate order, cluster19


X: -0.7512, Y: 10.1856, P: fail fix system, cluster-1


X: 3.3447, Y: 8.327, P: resign from, cluster-1


X: -2.9767, Y: 8.208, P: support inside trading, cluster7


X: 4.7745, Y: 7.3297, P: is secretary-general of, cluster36


X: 4.6821, Y: 7.8361, P: require separate chairman and ceo, cluster36


X: 5.5982, Y: 9.131, P: host symposium, cluster20


X: 5.5842, Y: 10.1659, P: give opening speech, cluster-1


X: 0.6315, Y: 12.1659, P: present research, cluster21


X: -4.2431, Y: 9.9409, P: plan to improve mutual fund offering criteria, cluster17


X: 5.3922, Y: 4.9247, P: ITA score increased significantly, cluster86


X: 5.1359, Y: 5.7794, P: evaluate annual shareholder meeting, cluster49


X: 5.1291, Y: 5.7853, P: support annual shareholder meeting, cluster49


X: 5.1278, Y: 5.7886, P: participate annual shareholder meeting, cluster49


X: 2.7325, Y: 11.217, P: give opinion, cluster30


X: 0.3923, Y: 4.17, P: warn about shareholder meeting, cluster42


X: -4.729, Y: 7.772, P: request shareholder approval, cluster27


X: 5.1351, Y: 5.7909, P: have shareholder meeting, cluster49


X: 4.7623, Y: 11.6489, P: sign contract, cluster41


X: -4.1785, Y: 6.8531, P: consider acquisition, cluster27


X: 0.6709, Y: 8.2613, P: start project, cluster14


X: -4.9713, Y: 11.4734, P: encourage use of fintech, cluster-1


X: 3.664, Y: 6.3977, P: announce finalist, cluster-1


X: 3.4111, Y: 6.4314, P: have finalist, cluster56


X: -5.9185, Y: 11.1689, P: allow SME and startup to raise fund in public, cluster52


X: -6.0232, Y: 11.3121, P: require SME and startup to disclose information, cluster52


X: -5.9799, Y: 11.2642, P: require SME and startup to pass knowledge test, cluster52


X: -2.6028, Y: 12.8914, P: publish document for public comment, cluster43


X: -0.5697, Y: 8.5167, P: promote the use of technology, cluster2


X: 1.3356, Y: 8.2987, P: consider the appropriateness of opening it up, cluster3


X: -5.974, Y: 11.2935, P: will discuss the working group SMEs Startup PE VC, cluster52


X: -0.073, Y: 8.7312, P: has an idea to promote, cluster2


X: 1.4404, Y: 10.6816, P: will consider the appropriateness, cluster0


X: 7.3262, Y: 4.4449, P: update ipo approval criteria, cluster38


X: 8.8509, Y: 10.0987, P: allow invest in GMS bonds, cluster33


X: -4.5939, Y: 6.3381, P: will buy stake, cluster35


X: -4.6423, Y: 6.2484, P: will buy shares, cluster35


X: 8.8863, Y: 10.1742, P: will sell convertible bonds, cluster33


X: -4.396, Y: 6.33, P: will sell stake, cluster35


X: -4.431, Y: 6.2528, P: will sell shares, cluster35


X: -2.248, Y: 7.5942, P: exempt from filing, cluster39


X: -1.3134, Y: 9.6503, P: change fax number, cluster47


X: 0.6532, Y: 5.0861, P: ปรับปรุงหลักเกณฑ์คุณสมบัติของกรรมการผู้มีอำนาจและผู้จัดการของผู้ประกอบธุรกิจด้านสินทรัพย์ดิจิทัล, cluster-1


X: -2.6149, Y: 12.9395, P: เผยแพร่เอกสารรับฟังความคิดเห็น, cluster43


X: 0.8225, Y: 12.5612, P: order special investigation, cluster21


X: -2.6724, Y: 8.0643, P: have related transaction, cluster7


X: -1.7592, Y: 6.2008, P: reduce investment in, cluster22


X: -4.4262, Y: 6.2649, P: sold share to, cluster35


X: -1.4132, Y: 2.513, P: issue SSF fund regulation, cluster63


X: -1.4063, Y: 2.5012, P: announce issue SSF fund regulation, cluster63


X: -1.4122, Y: 2.5041, P: can apply for SSF fund, cluster63


X: -1.4123, Y: 2.5044, P: can invest in SSF fund, cluster63


X: -5.2295, Y: 10.3912, P: collaborate to form Sectorial CERT for capital market, cluster-1


X: 1.8775, Y: 5.0976, P: approve license to, cluster60


X: -0.332, Y: 8.8918, P: develop system using, cluster2


X: 0.1089, Y: 9.9872, P: aims to solve problems in, cluster1


X: 0.7589, Y: 8.1668, P: launch project on, cluster14


X: -0.7249, Y: 10.5739, P: aims to improve, cluster-1


X: -1.2145, Y: 6.1183, P: aims to reduce, cluster22


X: -0.4826, Y: 5.4104, P: aims to increase, cluster-1


X: -2.7316, Y: 12.9882, P: open public comment, cluster43


X: -2.7722, Y: 13.0016, P: receive comment, cluster43


X: 3.0693, Y: 9.3986, P: held training, cluster18


X: 3.9551, Y: 10.7089, P: discuss cooperation, cluster34


X: 3.9495, Y: 10.5525, P: propose collaboration, cluster34


X: -4.9676, Y: 11.4959, P: support fintech development, cluster-1


X: 3.2422, Y: 9.3109, P: offer training opportunity, cluster18


X: -4.1346, Y: 7.0973, P: plan to convert intellectual property to securities, cluster27


X: -1.1108, Y: 13.8277, P: have part in disclosure false information, cluster26


X: -2.2845, Y: 12.3643, P: propose to update draft announcement, cluster40


X: -4.1056, Y: 16.0621, P: open sandbox for fintech, cluster57


X: 0.0476, Y: 8.3953, P: support social enterprise, cluster14


X: -0.3248, Y: 12.7015, P: not need submit document, cluster8


X: -0.3849, Y: 9.0379, P: develop platform for, cluster2


X: 1.6364, Y: 9.267, P: display information on, cluster3


X: -3.7912, Y: 6.2663, P: list securities from, cluster6


X: 3.3422, Y: 7.4151, P: announce holiday, cluster-1


X: 5.2091, Y: 12.2459, P: sign MoU with, cluster41


X: -4.6227, Y: 11.0106, P: promote financial literacy, cluster-1


X: 3.2011, Y: 9.4094, P: provide training, cluster18


X: 3.2767, Y: 9.7503, P: create educational materials, cluster18


X: -4.1597, Y: 8.3846, P: protect depositors, cluster31


X: -3.5893, Y: 9.8293, P: promote financial inclusion, cluster17


X: -3.7536, Y: 5.4793, P: manipulate stock price and volume, cluster-1


X: -0.0482, Y: 12.1071, P: request explanation, cluster8


X: -2.7757, Y: 10.803, P: revoked license of investment advisor, cluster61


X: -2.6595, Y: 10.9039, P: revoked license of branch manager, cluster61


X: -4.0957, Y: 16.077, P: expand Regulatory Sandbox, cluster57


X: -3.2018, Y: 8.4015, P: involve unqualified trading, cluster7


X: -1.6698, Y: 6.2784, P: reduce burden fund management, cluster22


X: 1.3816, Y: 13.2123, P: involved in financial misconduct, cluster19


X: -4.5455, Y: 9.5427, P: update investment criteria, cluster10


X: -4.1624, Y: 9.8671, P: allow fund manager to enter forward contract, cluster17


X: -4.3068, Y: 9.8374, P: allow fund manager to control investment ratio by member, cluster17


X: 1.0069, Y: 3.556, P: assist fraud, cluster42


X: 2.2556, Y: 13.1048, P: prohibited from being, cluster-1


X: -1.8565, Y: 11.746, P: approve update criteria, cluster5


X: -0.3809, Y: 12.5268, P: approve submit application, cluster8


X: -1.2113, Y: 13.2741, P: release disclosure enhancement, cluster26


X: 4.6189, Y: 15.4086, P: accept auditing standard, cluster53


X: 4.6514, Y: 15.3752, P: regulate auditor according to international standard, cluster53


X: 4.6701, Y: 15.3695, P: have high quality auditing standard, cluster53


X: 4.6399, Y: 15.3871, P: equivalent to EU auditing standard, cluster53


X: -4.1383, Y: 9.9956, P: focus on fund management, cluster17


X: -4.5848, Y: 9.0694, P: focus on investment advice, cluster10


X: -1.7173, Y: 6.1399, P: reduce investment in operational systems, cluster22


X: -2.6962, Y: 12.9466, P: invite feedback, cluster43


X: -0.0729, Y: -2.4104, P: declare dividend, cluster77


X: -1.7118, Y: 8.8987, P: make tender offer, cluster25


X: -7.1666, Y: 12.4244, P: promote reduce greenhouse gas, cluster65


X: -2.3393, Y: 12.6975, P: issue announcement for public comment, cluster40


X: -1.5391, Y: 8.4899, P: use technology to create financial innovation for capital market, cluster25


X: -5.1804, Y: 10.2875, P: make capital market data available in a usable format, cluster-1


X: -0.6883, Y: 8.4838, P: create a space for experimenting with new technologies for existing and new market participants, cluster2


X: -0.2352, Y: 7.6406, P: promote infrastructure that reduces system-wide costs, cluster16


X: -1.5401, Y: 10.9683, P: use technology to assist in regulatory oversight, cluster5


X: 9.704, Y: 7.656, P: address cybersecurity threats, cluster68


X: -4.9448, Y: 11.4994, P: establish a FinTech Department and a Data management and analytics Department, cluster-1


X: -0.7504, Y: 11.6148, P: consider approve, cluster4


X: -4.3792, Y: 8.967, P: unsuitable investment advice, cluster10


X: 4.0182, Y: 13.9171, P: require training for crypto customers, cluster51


X: -0.7687, Y: 13.1546, P: require service quality reporting for crypto businesses, cluster-1


X: -3.1957, Y: 8.6164, P: not record trading activities, cluster31


X: -2.8936, Y: 8.7279, P: use client trading account, cluster-1


X: -1.7598, Y: 11.2716, P: propose to amend transfer rules, cluster5


X: -3.599, Y: 7.7244, P: can use discretion to transfer, cluster7


X: -4.6456, Y: 11.0373, P: sign MOU finance literacy, cluster-1


X: -5.8708, Y: 11.1729, P: support SME access financial service, cluster52


X: -5.8484, Y: 11.139, P: allow underwriter to distribute shares of SME to its subsidiary, cluster52


X: 2.8953, Y: 13.8805, P: ban consultant for inside trading, cluster45


X: 2.2116, Y: 13.1339, P: engage in prohibited activity, cluster-1


X: 1.402, Y: 13.2585, P: report misconduct, cluster19


X: 5.0232, Y: 13.6278, P: announce consultation paper, cluster64


X: -3.5698, Y: 14.2462, P: order to fix KUB listing criteria, cluster72


X: -3.566, Y: 14.2405, P: fix KUB listing criteria, cluster72


X: -3.5718, Y: 14.249, P: fix KUB technology standards, cluster72


X: -3.5709, Y: 14.2488, P: review KUB listing criteria, cluster72


X: 0.1819, Y: 13.7466, P: file complaint to, cluster-1


X: 0.8386, Y: 12.6011, P: investigate, cluster21


X: 1.8036, Y: 13.367, P: deny discrimination in investigation, cluster19


X: 0.8084, Y: 12.5486, P: provide interpreter in investigation, cluster21


X: 0.1658, Y: 13.6936, P: receive complaint from, cluster-1


X: 0.5407, Y: 12.713, P: submit additional explanation after investigation, cluster21


X: -4.8812, Y: 8.6803, P: receive benefit from customer investment, cluster10


X: -2.9747, Y: 8.1653, P: fake trading volume, cluster7


X: -3.0844, Y: 8.3348, P: order fake trade, cluster7


X: -1.5827, Y: 11.0534, P: announce regulation, cluster5


X: 0.8482, Y: 8.6655, P: relocate to, cluster3


X: -2.5079, Y: 12.1071, P: open consultation on draft announcement for foreign currency investment, cluster40


X: 5.0314, Y: 13.6064, P: publish consultation documents, cluster64


X: -2.4867, Y: 12.81, P: submit feedback, cluster40


X: -5.0159, Y: 7.872, P: ask shareholders to study info, cluster-1


X: -3.0776, Y: 16.4423, P: ask shareholders to approve electricity sale contract, cluster57


X: -3.3337, Y: 10.0891, P: have independent financial advisor, cluster17


X: -3.0538, Y: 16.4325, P: independent financial advisor says electricity sale contract is unreasonable, cluster57


X: -3.0366, Y: 16.4027, P: independent financial advisor says electricity sale contract has disadvantages and risks, cluster57


X: -3.04, Y: 16.4046, P: independent financial advisor says electricity sale contract may have negative returns, cluster57


X: -5.0108, Y: 7.8612, P: ask shareholders of UPA to study info, cluster-1


X: -4.9947, Y: 7.7697, P: ask shareholders of UPA to ask company executives for info, cluster27


X: -2.9658, Y: 8.1814, P: find fake trading volume, cluster7


X: -2.9409, Y: 8.1392, P: create fake trading volume, cluster7


X: -2.9589, Y: 8.1695, P: allow fake trading volume, cluster7


X: 8.1238, Y: 11.1645, P: borrow money to นายอนุรักษ์ เชื้อชัย, cluster28


X: 4.0138, Y: 13.9036, P: trade crypto with himself, cluster51


X: -1.4099, Y: 11.5026, P: aim to revise, cluster5


X: 0.3247, Y: 12.3317, P: are studying the laws, cluster8


X: -0.2506, Y: 11.9598, P: are studying laws of 5 important countries, cluster8


X: -1.494, Y: 11.5849, P: will propose to revise, cluster5


X: 0.0808, Y: 12.8133, P: will notify the result of the study, cluster8


X: 4.7196, Y: 15.3787, P: prioritizes the quality of the audit work, cluster53


X: 4.6729, Y: 15.3646, P: requires auditors in the capital market, cluster53


X: 4.6885, Y: 15.3599, P: emphasizes the supervision of individual auditors, cluster53


X: -4.725, Y: 6.7598, P: acquire stock, cluster35


X: 8.9819, Y: 10.1734, P: issue convertible bond, cluster33


X: -1.2275, Y: 10.7234, P: propose to relax rules, cluster5


X: -3.9532, Y: 7.8567, P: involve misappropriation, cluster7


X: 4.2526, Y: 7.6275, P: appoint to senior executive, cluster36


X: -4.9541, Y: 11.4801, P: support fintech, cluster-1


X: 1.1678, Y: 13.9525, P: issue penalty, cluster19


X: 9.7095, Y: 7.6578, P: come with cyber risk, cluster68


X: 0.626, Y: 5.2165, P: use digital id system, cluster-1


X: 4.7524, Y: 7.7937, P: chairman of, cluster36


X: 0.6293, Y: 5.1709, P: supply digital id system, cluster-1


X: 0.6278, Y: 5.1961, P: supply digital id app, cluster-1


X: 4.9734, Y: 8.9022, P: lead meeting, cluster20


X: -0.5504, Y: 9.3612, P: provide technical assistance, cluster2


X: -0.3966, Y: 12.9483, P: review reporting criteria, cluster8


X: 5.5762, Y: 9.087, P: host campaign, cluster20


X: -2.3842, Y: 12.1758, P: publish draft regulation, cluster40


X: -1.2999, Y: 13.348, P: add disclosure requirement, cluster26


X: -0.4784, Y: 12.8639, P: submit fact sheet, cluster8


X: -1.4557, Y: 10.9858, P: adjust regulation, cluster5


X: -1.8949, Y: 11.5966, P: update prospectus, cluster5


X: 0.0543, Y: 8.54, P: create prospectus, cluster14


X: 4.5069, Y: 9.4127, P: organize booth at, cluster20


X: 1.9826, Y: 13.6581, P: involve conflict of interest, cluster19


X: -1.4618, Y: 10.9521, P: issued regulation, cluster5