X: -3.7463, Y: 9.8894, P: issue and offer funds, cluster17


X: -2.0013, Y: 6.4119, P: reduce registration fee, cluster22


X: -0.5955, Y: 10.5645, P: allow foreign companies to primary listing, cluster-1


X: -0.4502, Y: 10.6094, P: issue primary listing rules, cluster1


X: 6.4979, Y: 7.5629, P: require foreign companies to meet same standards as thai companies, cluster48


X: 6.6056, Y: 7.6042, P: require foreign companies to have at least two thai directors, cluster48


X: -3.2815, Y: 10.1283, P: require foreign companies to have a financial advisor licensed by the sec, cluster17


X: -1.2793, Y: 13.2395, P: require foreign companies to disclose additional information in their filings, cluster26


X: 6.6586, Y: 7.5063, P: allow foreign companies to list their shares on the stock exchange of thailand, cluster48


X: 6.571, Y: 7.5256, P: support the linkage of the thai capital market with the region and the global market, cluster48


X: 6.3558, Y: 7.5558, P: promote the fundraising of thai people doing business abroad, cluster48


X: -5.2109, Y: 10.2974, P: promote the growth of businesses from countries that need capital, cluster-1


X: 1.6631, Y: 11.4568, P: false statement, cluster24


X: 4.411, Y: 15.5354, P: submit audit report, cluster53


X: 2.8382, Y: 14.0168, P: order asset freeze, cluster45


X: -1.5369, Y: 14.1824, P: accuse of falsifying financial statements, cluster26


X: -1.3536, Y: 10.0686, P: issue correction order, cluster47


X: -3.9569, Y: 11.5979, P: sponsor contest, cluster-1


X: 3.1641, Y: 5.4069, P: issue award, cluster-1


X: -1.4275, Y: 11.4537, P: amended guidelines, cluster5


X: -4.9277, Y: 14.5924, P: approve reward for whistleblower and informant, cluster84


X: -4.9321, Y: 14.5931, P: consider reward for whistleblower and informant, cluster84


X: -4.928, Y: 14.5878, P: announce reward for whistleblower and informant, cluster84


X: -2.0357, Y: 9.2254, P: implement ASEAN Capital Markets Forum, cluster25


X: 3.9088, Y: 9.5984, P: participant, cluster-1


X: -5.8233, Y: 5.4119, P: get position, cluster-1


X: -4.019, Y: 7.8314, P: misappropriate investor asset, cluster27


X: 9.0139, Y: 9.4877, P: hold bondholders meeting, cluster-1


X: 8.913, Y: 10.1822, P: redeem bond early, cluster33


X: -2.5882, Y: 7.82, P: defer payment, cluster39


X: 8.8953, Y: 11.4169, P: defer debt ratio, cluster28


X: 4.867, Y: 9.4725, P: analyze meeting options, cluster20


X: 9.0802, Y: 9.6533, P: advise bondholders, cluster33


X: 0.0042, Y: 11.4069, P: has knowledge center, cluster4


X: -0.873, Y: 13.9829, P: report fraud, cluster26


X: 2.7242, Y: 14.2032, P: suspend approval, cluster45


X: -3.2062, Y: 10.0451, P: negligent in providing financial advisory services, cluster17


X: 3.8774, Y: 10.4058, P: collaborate with partner on, cluster34


X: 2.467, Y: 7.6876, P: open for registration until, cluster23


X: -1.5576, Y: 7.7637, P: target number of participating companies, cluster39


X: -1.5189, Y: 7.7918, P: require participating companies to have at least, cluster39


X: -1.784, Y: 11.6807, P: ask for comment to revise law, cluster5


X: 1.1136, Y: 11.3725, P: promote DR issuance, cluster15


X: 4.8205, Y: 7.2604, P: is assistant secretary general of, cluster36


X: 2.3695, Y: 8.1243, P: exchange experience, cluster23


X: 9.0134, Y: 9.9875, P: has bond information repository, cluster33


X: -0.9441, Y: 12.9006, P: propose improve reporting format, cluster-1


X: -4.7584, Y: 10.8839, P: plan to revise criteria for private placement, cluster-1


X: -2.1561, Y: 9.0926, P: acting on behalf of client, cluster-1


X: 3.3471, Y: 9.7712, P: have education, cluster18


X: -1.6929, Y: 11.3079, P: propose to revise rules, cluster5


X: 1.6342, Y: 13.1759, P: open inappropriate behavior, cluster19


X: 1.0144, Y: 11.9664, P: conduct inspection, cluster15


X: -1.0959, Y: 6.2446, P: identify deficiency, cluster22


X: -1.3645, Y: 11.5433, P: require rectification plan, cluster5


X: 2.4266, Y: 7.1663, P: set deadline for rectification, cluster-1


X: -1.1219, Y: 6.229, P: rectify deficiencies, cluster22


X: -0.6437, Y: 10.9797, P: can issue rules, cluster4


X: 0.5107, Y: 11.3516, P: provide advice on, cluster15


X: 2.7681, Y: 14.2737, P: order business suspension, cluster45


X: -2.096, Y: 13.5426, P: grant business suspension extension, cluster43


X: -0.6373, Y: 10.1347, P: rectify it system, cluster-1


X: -1.5788, Y: 13.4941, P: submit rectification result, cluster26


X: -1.0235, Y: 11.8583, P: grant business resumption permission, cluster5


X: -3.6764, Y: 7.6929, P: allow customer to withdraw asset, cluster7


X: -3.113, Y: 8.3173, P: receive trading decision, cluster7


X: -1.1486, Y: 14.1335, P: falsify trading document, cluster26


X: -0.3977, Y: 10.5947, P: implement listing rule, cluster1


X: -1.6123, Y: 11.0941, P: propose new regulation, cluster5


X: 0.3851, Y: 4.1794, P: warn shareholder about transaction, cluster42


X: -4.7818, Y: 6.764, P: acquire stake and asset, cluster35


X: -4.224, Y: 6.4821, P: sell stake and asset, cluster35


X: 4.6899, Y: 11.5195, P: have contract with, cluster41


X: -2.1181, Y: 11.846, P: propose amendment to, cluster40


X: 1.0997, Y: 13.9694, P: criminal penalty to be reserved for serious offense, cluster19


X: 1.1, Y: 13.9405, P: criminal penalty to be converted to fines for non-serious offense, cluster19


X: -1.1139, Y: 14.1192, P: falsify document, cluster26


X: 1.2065, Y: 11.5844, P: correct procedure, cluster15


X: -0.9404, Y: 13.4193, P: not give important information, cluster26


X: 1.2422, Y: 13.0732, P: violate code of conduct, cluster19


X: 0.8934, Y: 11.9598, P: lead research, cluster15


X: -1.0721, Y: 11.1423, P: adjust rules, cluster5


X: 2.3801, Y: 8.1045, P: exchange idea, cluster23


X: 2.6111, Y: 14.1634, P: revoke approval, cluster45


X: 1.6804, Y: 11.5138, P: give false statement, cluster24


X: 0.6004, Y: 8.4868, P: has project, cluster14


X: 0.5575, Y: 12.2213, P: commission research, cluster21


X: -3.9449, Y: 7.8997, P: misappropriate client assets, cluster7


X: 9.7083, Y: 7.6482, P: propose improve cyber security standard, cluster68


X: 7.316, Y: 4.176, P: เปิดรับฟังความคิดเห็นการปรับปรุงร่างประกาศเพื่อเปิดให้คณะกรรมการบริษัทจดทะเบียน (บจ.) สามารถอนุมัติการเปลี่ยนแปลงวัตถุประสงค์การใช้เงินหลังทำ IPO หรือ PO ไปแล้วได้เอง หากพิจารณาว่าเป็นการเปลี่ยนแปลงที่ไม่มีนัยสำคัญ, cluster38


X: -2.6098, Y: 12.929, P: เผยแพร่เอกสารรับฟังความคิดเห็นในเรื่องดังกล่าวไว้ที่เว็บไซต์ ก.ล.ต., cluster43


X: 3.7923, Y: 7.9741, P: is spokesperson for, cluster-1


X: 4.8902, Y: 8.345, P: is appointed as a qualified committee member, cluster36


X: 5.1309, Y: 5.7881, P: promote best practice for shareholders meeting, cluster49


X: 5.1313, Y: 5.7542, P: assess quality of shareholders meeting, cluster49


X: -4.6021, Y: 7.9908, P: protect shareholders right, cluster27


X: -9.8245, Y: 7.9034, P: promote anti corruption, cluster74


X: -1.1811, Y: 13.141, P: promote transparency, cluster26


X: 5.057, Y: 5.7591, P: welcome shareholders participation, cluster49


X: -2.8996, Y: 11.3884, P: consider corporate governance in investment, cluster61


X: 5.1241, Y: 5.8105, P: attend shareholders meeting, cluster49


X: -0.9423, Y: 13.447, P: fail to provide complete information, cluster26


X: 2.7367, Y: 14.2734, P: suspend role, cluster45


X: 1.0261, Y: 8.9231, P: aim to achieve, cluster3


X: 0.1966, Y: 15.4787, P: disseminate information about class action lawsuits, cluster93


X: 0.1863, Y: 15.4821, P: state that class action lawsuits are a tool to protect investors, cluster93


X: 0.196, Y: 15.477, P: state that class action lawsuits are a mechanism to help investors, cluster93


X: 0.2, Y: 15.4608, P: share experience and knowledge on class action lawsuits, cluster93


X: 0.1944, Y: 15.464, P: share experience and knowledge on class-action lawsuits, cluster93


X: 2.9818, Y: 13.2861, P: warn public about THCBDC ICO, cluster44


X: -1.853, Y: 10.3261, P: not approved for ICO, cluster47


X: -1.8614, Y: 10.3593, P: remind public about no ICO approved, cluster47


X: 0.865, Y: 12.6132, P: investigating THCBDC ICO, cluster21


X: 2.7267, Y: 14.29, P: ordered suspension, cluster45


X: -2.2158, Y: 9.4646, P: receive order from non account owner, cluster47


X: -1.1822, Y: 11.1817, P: revise criteria, cluster5


X: 0.0995, Y: 6.6551, P: expand scope, cluster29


X: -1.8394, Y: 11.9877, P: update definition, cluster40


X: -0.6511, Y: 11.1651, P: align with international standards, cluster4


X: 0.2368, Y: 10.7774, P: remove requirement, cluster1


X: 0.3959, Y: 10.7283, P: require VaR, cluster1


X: 1.0774, Y: 12.0939, P: require stress test, cluster21


X: 1.0485, Y: 12.0902, P: require back test, cluster21


X: 8.8771, Y: 10.0865, P: sell unlicensed bond, cluster33


X: -1.2975, Y: 12.287, P: release project, cluster-1


X: 0.1068, Y: 11.0063, P: reveal policy, cluster4


X: 0.5185, Y: 10.2281, P: develop website, cluster1


X: 1.0625, Y: 13.969, P: ordered to pay civil penalty, cluster19


X: 1.9634, Y: 12.9465, P: prohibited from being director or executive, cluster-1


X: 3.0905, Y: 14.83, P: suspend for advising invest, cluster45


X: -4.5553, Y: 9.5113, P: relax investment criterion, cluster10


X: -5.1435, Y: 9.0056, P: able to invest, cluster10


X: -5.1716, Y: 9.0354, P: allow to invest in GMS more, cluster10


X: -1.1987, Y: 13.2634, P: have to disclose, cluster26


X: 1.481, Y: 10.4224, P: have to explain, cluster0


X: 4.4716, Y: 7.6065, P: is director, cluster36


X: 2.4153, Y: 10.229, P: promote role of, cluster18


X: -0.5538, Y: 9.3375, P: provide technical assistance to, cluster2


X: -3.3265, Y: 9.7867, P: provide financial support to, cluster17


X: 3.0774, Y: 14.8161, P: order suspension of discretion over investment adviser, cluster45


X: -4.4226, Y: 8.9159, P: not providing appropriate investment recommendation, cluster10


X: -4.3986, Y: 8.9404, P: not providing sufficient investment information, cluster10


X: -0.2052, Y: 12.5419, P: develop single form, cluster8


X: -0.2235, Y: 7.9128, P: support digital infrastructure, cluster9


X: 8.9787, Y: 10.04, P: update rule for bond investor registration program, cluster33


X: -4.2063, Y: 6.4806, P: รับมอบหมายตัดสินใจซื้อขายหลักทรัพย์แทนผู้ลงทุน, cluster35


X: -4.9084, Y: 8.709, P: แสวงหาผลประโยชน์จากผู้ลงทุน, cluster10


X: -3.1417, Y: 8.4954, P: not disclose risk and accept trade order, cluster7


X: -3.9341, Y: 10.1392, P: approve fund establishment, cluster17


X: -1.2347, Y: 13.2845, P: require additional disclosure, cluster26


X: -0.7931, Y: 11.7184, P: allow fast track approval, cluster4


X: -1.7038, Y: 6.4033, P: reduced burden for private sector, cluster22


X: -1.6448, Y: 6.4656, P: reduced time for private sector, cluster22


X: -1.6963, Y: 6.8931, P: reduced paper for private sector, cluster39


X: -2.968, Y: 8.2494, P: assisted inside trading, cluster7


X: 0.6394, Y: 5.1233, P: impose digital token offering framework, cluster-1


X: -2.8054, Y: 8.8619, P: involve fake account, cluster-1


X: 8.7437, Y: 11.0272, P: support debt financing, cluster28


X: 8.701, Y: 11.0209, P: promote debt financing, cluster28


X: 0.6525, Y: 10.717, P: issued circular, cluster1


X: -2.075, Y: 11.8124, P: explains amendments to, cluster40


X: 1.6207, Y: 12.3258, P: specifies qualifications and conditions, cluster21


X: -4.6447, Y: 11.0306, P: develop financial literacy plan, cluster-1


X: -4.6425, Y: 11.099, P: chair financial literacy committee, cluster-1


X: -4.6395, Y: 11.0374, P: initiate financial literacy program, cluster-1


X: -4.0978, Y: 9.3394, P: invite financial institutions, cluster17


X: -4.6486, Y: 11.034, P: provide financial literacy, cluster-1


X: 0.9987, Y: 15.8712, P: receive certificate of appreciation, cluster71


X: -4.6433, Y: 11.0404, P: announce financial literacy achievements, cluster-1


X: 0.0386, Y: 8.3839, P: promote and develop social enterprises, cluster14


X: 0.0305, Y: 8.4094, P: provide consultation to social enterprises, cluster14


X: 0.0251, Y: 8.3918, P: support and exchange information for social enterprises, cluster14


X: 4.6568, Y: 15.3795, P: prepare auditors, cluster53


X: -1.8236, Y: 14.0307, P: set financial reporting standards, cluster26


X: -1.8241, Y: 14.0425, P: align with financial reporting standards, cluster26


X: -1.3115, Y: 13.6726, P: value non-financial disclosure, cluster26


X: 4.6839, Y: 15.3605, P: enhance auditors, cluster53


X: -0.3331, Y: 9.3042, P: give support, cluster2


X: 4.648, Y: 7.4065, P: have department, cluster36


X: 4.6479, Y: 7.3873, P: is department of, cluster36


X: 2.8785, Y: 9.384, P: have activity, cluster18


X: 0.7722, Y: 9.973, P: have facebook page, cluster1


X: 0.6047, Y: 4.9356, P: involve creating artificial volume of digital assets, cluster42


X: 5.0717, Y: 13.4696, P: hold public consultation, cluster64


X: -3.8769, Y: 7.9577, P: ยกเว้นเหตุแห่งการเลิกกองทุน, cluster7


X: 9.0728, Y: 9.5986, P: represent bondholder, cluster33


X: 3.0708, Y: 14.8214, P: ordered suspension of investment adviser license, cluster45


X: 0.6337, Y: 4.9706, P: offer digital asset services, cluster42


X: 0.6696, Y: 12.1914, P: organize research work, cluster21


X: -0.9723, Y: 3.9919, P: announce growth, cluster13


X: 3.867, Y: 10.4185, P: cooperate project, cluster34


X: 3.0861, Y: 14.8275, P: suspend financial advisor, cluster45


X: 1.3084, Y: 13.0733, P: negligence in providing financial advice, cluster19


X: -2.3231, Y: 9.325, P: propose to exempt publication of analysis within ASEAN from being an investment adviser, cluster-1


X: 5.2132, Y: 12.2532, P: sign MoU business human rights, cluster41


X: 2.3967, Y: 11.3234, P: organize business human rights, cluster24


X: 2.4801, Y: 11.3601, P: participate business human rights, cluster24


X: 1.8626, Y: 5.0969, P: require business license, cluster60


X: -0.9459, Y: 10.1616, P: order to fix system, cluster47


X: -1.3052, Y: 11.484, P: submit fix plan, cluster5


X: -1.3624, Y: 11.5104, P: review fix plan, cluster5


X: 1.5062, Y: 7.776, P: allow to resume service, cluster23


X: 1.4271, Y: 13.2459, P: have employee involve misconduct, cluster19


X: -1.6682, Y: 11.3187, P: propose to amend rules, cluster5


X: -4.4006, Y: 9.3673, P: remove investment limit, cluster10


X: -1.9688, Y: 8.1501, P: allow custodial wallet providers, cluster39


X: -0.84, Y: 11.8098, P: require permission, cluster4


X: 2.2524, Y: 13.1494, P: prohibit service, cluster-1


X: -2.4282, Y: 5.3642, P: increase sales channels, cluster-1


X: -4.2952, Y: 9.8774, P: increase new types of mutual funds, cluster17


X: -0.6097, Y: 7.6368, P: jointly develop businesses in the region, cluster9


X: -4.2779, Y: 9.9002, P: use mutual funds to help solve savings problems, cluster17


X: -4.1521, Y: 9.7034, P: facilitate sale of fund units, cluster17


X: -4.0919, Y: 9.9275, P: support the establishment of fund supermarts, cluster17


X: -4.5613, Y: 9.8108, P: increase fund collection points, cluster17


X: -4.5214, Y: 9.5199, P: relax investment ratio limits, cluster10


X: -3.6787, Y: 10.3284, P: encourage investment in infrastructure trusts, cluster17


X: -4.2751, Y: 9.8893, P: promote investment in diverse mutual funds, cluster17


X: -4.6167, Y: 10.3401, P: help solve savings problems, cluster-1


X: 1.8818, Y: 5.1008, P: require license for business, cluster60


X: -0.6824, Y: 16.521, P: joint venture, cluster67


X: 8.0493, Y: 15.4888, P: plan to merge, cluster78


X: 1.3049, Y: 13.2405, P: involve misconduct securities business, cluster19


X: -1.3052, Y: 12.1754, P: release guideline, cluster-1


X: -1.4789, Y: 11.9075, P: update guideline, cluster5


X: -0.4337, Y: 9.3544, P: support use of, cluster2


X: 0.5274, Y: 8.394, P: announce project, cluster14


X: -0.5028, Y: 8.6355, P: involve technology, cluster2


X: -0.8373, Y: 11.6646, P: approved business, cluster5


X: -0.6755, Y: 12.6677, P: publish list of, cluster8


X: -0.1743, Y: 11.7411, P: provide information on, cluster4


X: -1.377, Y: 9.5867, P: provide contact information, cluster47


X: 3.313, Y: 9.7249, P: develop curriculum, cluster18


X: 4.4301, Y: 15.5505, P: submit special audit with board info, cluster53


X: 0.1121, Y: 12.6919, P: consider facts in STARK case, cluster8


X: 1.5351, Y: 12.0205, P: not comply with action, cluster21


X: 0.6025, Y: 13.8388, P: file lawsuit, cluster19


X: 0.4729, Y: 11.5346, P: inform action, cluster15


X: 1.9958, Y: 12.9026, P: be disqualified director, cluster-1


X: 7.2059, Y: 11.7532, P: set disqualification period, cluster95


X: 4.9396, Y: 8.0459, P: board member, cluster36


X: 4.8102, Y: 7.951, P: board chairman, cluster36


X: 4.2041, Y: 7.5222, P: director of economic analysis project, cluster36


X: 1.0047, Y: 3.5591, P: support financial fraud, cluster42


X: 9.7152, Y: 7.6476, P: update cybersecurity for, cluster68


X: -3.5678, Y: 8.5214, P: involve unauthorized securities business, cluster31


X: -1.0754, Y: 8.9208, P: allow oversea service, cluster25


X: -1.0604, Y: 8.9416, P: update oversea service, cluster25


X: -1.0786, Y: 8.9396, P: notify oversea service, cluster25


X: -1.0767, Y: 8.9128, P: oversea service timeframe, cluster25


X: -1.1045, Y: 8.9374, P: oversea service requirement, cluster25


X: 2.0874, Y: 7.5376, P: launch date, cluster23


X: 5.6243, Y: 9.2811, P: joint host seminar, cluster20


X: -1.0141, Y: 7.499, P: can run business under special provision, cluster9


X: -1.7998, Y: 14.1903, P: order to correct financial statement, cluster26


X: -1.6015, Y: 8.9905, P: can be offered, cluster25


X: 1.3967, Y: 13.2066, P: involve corporate misconduct, cluster19


X: 0.5102, Y: 10.6768, P: consider selection, cluster1


X: -2.8813, Y: 13.743, P: violate insider trading, cluster43


X: -0.8366, Y: 10.1927, P: request action to fix system, cluster-1


X: -0.2865, Y: 10.064, P: find system not fixed, cluster1


X: 2.7805, Y: 14.2596, P: suspend accepting new customer, cluster45


X: 4.7385, Y: 10.2215, P: discuss about, cluster-1


X: 2.8759, Y: 12.2094, P: concern about, cluster32


X: -0.3864, Y: 10.9586, P: open for feedback on the principle, cluster4


X: -0.6662, Y: 13.0092, P: disclose factsheet, cluster8


X: -0.4606, Y: 12.8683, P: submit data report form, cluster8


X: -7.1802, Y: 12.4321, P: support expenses greenhouse gas auditor, cluster65


X: -0.1919, Y: 9.0831, P: support and promote, cluster2


X: -5.103, Y: 9.0601, P: invest in GMS countries, cluster10


X: -4.0987, Y: 10.0051, P: explain fund information, cluster17


X: -4.7402, Y: 8.9788, P: understand investment risks, cluster10


X: 1.3914, Y: 13.6866, P: punishment for lack of diligence, cluster19


X: 0.9949, Y: 3.5811, P: commit fraud trading, cluster42


X: 1.1372, Y: 13.2199, P: violate section, cluster19


X: 1.3564, Y: 13.8588, P: punished by section, cluster19


X: 0.8863, Y: 13.6118, P: request prosecution, cluster19


X: 1.1781, Y: 13.9837, P: request civil sanction, cluster19


X: 2.7822, Y: 13.7652, P: prohibited from trading, cluster45


X: 1.9952, Y: 12.9224, P: prohibited from being director, cluster-1


X: 0.7344, Y: 13.6297, P: case reported to, cluster19


X: 1.1016, Y: 13.246, P: violate KYC/CDD procedure, cluster19


X: -4.5856, Y: 7.3665, P: fail to identify beneficial owner, cluster27


X: -4.4738, Y: 9.0212, P: give inappropriate investment advice, cluster10


X: -4.3782, Y: 8.8205, P: not provide sufficient information to investor, cluster10


X: -2.3144, Y: 14.0413, P: delay interest payment, cluster43


X: 9.0749, Y: 9.6047, P: ask bondholder representative to analyze, cluster33


X: 9.0465, Y: 9.6325, P: ask bondholder to study information, cluster33


X: -1.1486, Y: 9.0419, P: can provide service to, cluster25


X: 2.6218, Y: 11.2292, P: seek opinion on, cluster24


X: 1.0167, Y: 11.7745, P: found problem during inspection, cluster15


X: -1.113, Y: 11.2692, P: need to submit improvement plan, cluster5


X: 2.2026, Y: 13.1138, P: forbidden behavior, cluster-1


X: -3.1048, Y: 8.313, P: accept assign trade, cluster7


X: 0.4577, Y: 7.1001, P: have incentive, cluster29


X: 9.0112, Y: 10.1408, P: issue corporate bond, cluster33


X: 8.9885, Y: 9.8765, P: protect bondholder interest, cluster33


X: -1.9917, Y: 11.6271, P: open consultation on revised rules, cluster5


X: -0.368, Y: 10.5553, P: set listing rule, cluster1


X: 0.4611, Y: 4.1257, P: warn investor, cluster42


X: -3.6245, Y: 8.4244, P: unlicensed offering, cluster31


X: 6.5883, Y: 7.5208, P: plan to improve thai capital market, cluster48


X: 6.5438, Y: 7.5417, P: speak about plan to improve thai capital market, cluster48


X: -5.0813, Y: 10.2465, P: increase diversity of products in capital market, cluster-1


X: -5.1844, Y: 10.3659, P: open up channels for businesses to access capital, cluster-1


X: -4.6413, Y: 11.0299, P: develop financial literacy of the public, cluster-1


X: 0.8234, Y: 8.911, P: talk about successes in 2014, cluster3


X: 1.1073, Y: 12.2081, P: talk about importance of law enforcement, cluster21


X: 6.5144, Y: 7.562, P: talk about challenges for thai capital market, cluster48


X: -4.2286, Y: 9.9278, P: mutual recognition of funds, cluster17


X: 1.6315, Y: 10.7386, P: memorandum of understanding, cluster0


X: 2.4072, Y: 13.2635, P: warn about illegal activity, cluster-1


X: 1.6283, Y: 11.7779, P: not fulfill task, cluster24


X: -1.1217, Y: 9.0528, P: not honest service, cluster25


X: -1.1135, Y: 9.0576, P: not careful service, cluster25


X: 1.8464, Y: 12.9432, P: was found by SEC to lack trust as a director or executive, cluster-1


X: -0.6611, Y: 9.8161, P: endorse TCFD, cluster-1


X: -0.5886, Y: 9.6588, P: support TCFD, cluster-1


X: 1.0143, Y: 3.5732, P: have criminal record of fraud, cluster42


X: -1.5711, Y: 14.2115, P: involve in falsify financial statement, cluster26


X: 3.8677, Y: 10.3926, P: collaborate on project, cluster34


X: 4.2817, Y: 9.1356, P: is present at event, cluster-1


X: 5.4432, Y: 2.6854, P: propose outsourcing amendment, cluster81


X: 5.4201, Y: 2.7253, P: release outsourcing amendment for comment, cluster81


X: 3.9691, Y: 10.6696, P: develop cooperation framework, cluster34


X: 0.6498, Y: 12.1552, P: present research at, cluster21


X: -4.8186, Y: 8.8963, P: study investor behavior using, cluster10


X: -1.7539, Y: 14.0619, P: set direction for thai financial reporting standard, cluster26


X: 8.8477, Y: 10.8641, P: propose update debt issuance regulation, cluster28


X: 4.536, Y: 7.5194, P: is director general of, cluster36


X: -5.1077, Y: 9.1912, P: recommend invest in capital market, cluster10


X: 4.4457, Y: 9.6876, P: invite visit booth in SET in the City 2014, cluster-1


X: 0.0049, Y: 11.7769, P: provide Ask First Kit, cluster4


X: -1.7995, Y: 4.3214, P: provide financial goal predictor, cluster13


X: 0.677, Y: 8.2915, P: provide Starting with 1000 baht project, cluster14


X: 9.0958, Y: 9.5428, P: be bondholder represent, cluster33


X: 4.8208, Y: 9.4442, P: request attend meeting, cluster20


X: -3.3358, Y: 9.0304, P: receive money, cluster31


X: -1.8812, Y: 11.6997, P: update calculation criteria, cluster5


X: 1.4296, Y: 10.9905, P: make statement about, cluster24


X: -0.4737, Y: 10.7781, P: use Turnover List, cluster4


X: -2.7683, Y: 13.0174, P: issue for comment, cluster43


X: 3.4851, Y: 9.1467, P: employed by, cluster-1


X: 2.2586, Y: 10.2272, P: impersonate decision, cluster18


X: 0.3504, Y: 7.1598, P: seek benefit from, cluster29


X: 1.2636, Y: 13.9129, P: punish duration, cluster19


X: 2.5904, Y: 7.3016, P: punish effective date, cluster-1


X: 1.4729, Y: 12.9569, P: violate duty of loyalty, cluster21


X: -1.1654, Y: 11.402, P: modify guideline, cluster5


X: 3.0837, Y: 14.84, P: suspend approval investment advisor, cluster45


X: -2.1852, Y: 9.4771, P: receive order non account owner, cluster47


X: -2.4459, Y: 9.3732, P: inaccurate order record, cluster-1


X: 1.6306, Y: 10.5073, P: stated that, cluster0


X: -1.8966, Y: 10.8342, P: propose to revise free float criteria, cluster61


X: -4.0839, Y: 9.9327, P: promote fund management company, cluster17


X: -2.8663, Y: 8.7306, P: use others account for trading, cluster-1


X: 2.9164, Y: 13.3298, P: give warning, cluster44


X: -0.8309, Y: 11.6478, P: approved to operate, cluster5


X: 2.6732, Y: 14.0257, P: ยกเลิกประกาศ, cluster45


X: 8.0519, Y: 15.4921, P: will merge with, cluster78


X: -3.513, Y: 7.6144, P: transfer staff to, cluster7


X: 0.7097, Y: 4.8135, P: investigate unlicensed digital asset business, cluster42


X: 0.6895, Y: 4.7363, P: warn public about unlicensed digital asset business, cluster42


X: -0.8284, Y: 11.5996, P: approve criteria, cluster5


X: -3.7799, Y: 10.0718, P: allow funding, cluster17


X: 1.6057, Y: 10.0924, P: have characteristics, cluster0


X: 1.5046, Y: 9.8801, P: have similar structure, cluster0


X: -4.7508, Y: 9.2184, P: allow investment, cluster10


X: -4.081, Y: 9.9343, P: require minimum fund, cluster17


X: -4.9106, Y: 9.1488, P: require investment, cluster10


X: -0.3895, Y: 10.5563, P: require listing, cluster1


X: -4.623, Y: 9.3695, P: require minimum investment, cluster10


X: 0.7062, Y: 3.9024, P: warn about scam, cluster42


X: -2.7725, Y: 8.8125, P: use client account, cluster-1


X: 0.4879, Y: 4.1287, P: warn investor about cryptocurrency investment, cluster42


X: 1.4243, Y: 14.63, P: arrest people for money laundering, cluster-1


X: 0.8233, Y: 9.7011, P: implemented since, cluster0


X: 0.7215, Y: 10.6905, P: only need to, cluster1


X: 1.0298, Y: 9.781, P: used from, cluster0


X: 1.1831, Y: 13.1847, P: involved violation, cluster19


X: -4.1104, Y: 8.5832, P: allow securities dealers to manage risk, cluster31


X: -6.7448, Y: 13.8845, P: require lead underwriters to issue stock analysis reports, cluster73


X: 4.9863, Y: 9.3886, P: organized a meeting about, cluster20


X: 1.2136, Y: 10.5282, P: will consider, cluster0


X: 3.0254, Y: 9.5157, P: will organize, cluster18


X: 0.0824, Y: 11.3609, P: develop knowledge, cluster4


X: 0.6615, Y: 12.1439, P: produce research, cluster15


X: -3.7103, Y: 11.8275, P: sponsor scholarship, cluster-1


X: 2.5998, Y: 10.6226, P: has subordinate, cluster-1


X: 9.0826, Y: 9.5839, P: require bondholder representative analysis, cluster33


X: 8.9812, Y: 9.4211, P: attend bondholder meeting, cluster-1


X: -1.2628, Y: 14.294, P: involve false accounting, cluster26


X: -1.2501, Y: 14.2998, P: support false accounting, cluster26


X: 3.5662, Y: 10.1747, P: working group member, cluster34


X: 0.5283, Y: 4.1, P: warn about unauthorized investment offer, cluster42


X: 3.34, Y: 7.3676, P: move holiday, cluster-1


X: -3.5295, Y: 8.5258, P: involve illegal securities business, cluster31


X: -3.453, Y: 8.5459, P: involve illegal futures business, cluster31


X: 1.4668, Y: 10.1775, P: based on or similar to, cluster0


X: -5.195, Y: 10.2971, P: promote access to capital market, cluster-1


X: 1.824, Y: 8.269, P: support and exchange information, cluster23


X: -5.4245, Y: 10.1502, P: raise fund through capital market, cluster-1


X: 4.726, Y: 7.3576, P: appoint as assistant secretary, cluster36


X: 3.3542, Y: 9.7458, P: has education, cluster18


X: -3.5704, Y: 8.5434, P: allow securities companies to trade on behalf of clients, cluster31


X: -2.1241, Y: 11.8923, P: propose amendment to announcement, cluster40


X: -4.4883, Y: 9.0505, P: make investment decisions on behalf of clients, cluster10


X: 0.1941, Y: 6.5637, P: expand service scope, cluster29


X: -2.3757, Y: 12.1585, P: seek feedback on draft rules, cluster40


X: 6.2085, Y: 11.0423, P: pump and dump, cluster55


X: 4.8831, Y: 8.4961, P: appoint committee, cluster-1


X: 0.3042, Y: 12.5106, P: provide evidence, cluster8


X: -1.2568, Y: 14.2986, P: violate accounting standards, cluster26


X: -0.7967, Y: 12.4252, P: published notice, cluster8


X: 1.3859, Y: 10.9817, P: made statement, cluster15


X: 4.9046, Y: 9.5241, P: hold meeting with, cluster20


X: -2.0631, Y: 9.5638, P: sent order PICO share, cluster47


X: 0.9906, Y: 13.9431, P: brought case civil penalties to court, cluster19


X: 1.0912, Y: 13.9558, P: didn't comply with civil penalties, cluster19


X: 0.9147, Y: 13.9123, P: sent case to court for civil penalties, cluster19


X: 0.6344, Y: 13.8548, P: sued นายสุรินทร์ บรรยงพงศ์เลิศ in civil court, cluster19


X: 0.7109, Y: 13.3869, P: will enforce court order, cluster19


X: 2.4926, Y: 11.0016, P: organize training business human right, cluster24


X: 0.818, Y: 9.9022, P: assigned by, cluster1


X: 3.5045, Y: 8.8926, P: hire for position, cluster-1


X: -5.8326, Y: 5.4044, P: consider for position, cluster-1


X: 3.5678, Y: 8.6053, P: appoint for position, cluster-1


X: -2.7997, Y: 10.7737, P: revoke investment adviser license, cluster61


X: -4.0802, Y: 10.2162, P: propose to revise fund adequacy criteria, cluster17


X: -1.0919, Y: 12.6027, P: issue clarification, cluster-1


X: 0.1859, Y: 10.7133, P: announce requirement, cluster1


X: 1.9041, Y: 5.0675, P: have to apply license, cluster60


X: 1.922, Y: 5.0615, P: have to apply license by, cluster60


X: 0.8792, Y: 12.6636, P: have to inquiry, cluster21


X: 1.3306, Y: 13.8298, P: be subject to punishment, cluster19


X: -3.7283, Y: 5.4619, P: complicity manipulate stock price, cluster-1


X: -3.6751, Y: 5.521, P: support manipulate stock price, cluster-1


X: -3.6551, Y: 5.5393, P: involve manipulating stock price, cluster-1


X: 2.4407, Y: 9.3071, P: organize reality show, cluster18


X: 0.8342, Y: 12.6372, P: order to investigate, cluster21


X: -1.1694, Y: 13.3009, P: require to review disclosure, cluster26


X: 0.8316, Y: 11.4766, P: require to take actions, cluster15


X: 0.8448, Y: 12.6616, P: require to investigate, cluster21


X: 0.8548, Y: 3.7247, P: involve investment fraud, cluster42


X: -2.8972, Y: 13.741, P: involved in insider trading, cluster43


X: -0.7648, Y: 11.2171, P: issued SPO guidelines, cluster5


X: -1.1488, Y: 10.7515, P: announced SPO relaxation, cluster5


X: -0.8208, Y: 11.0853, P: has SPO guidelines, cluster5


X: -1.1172, Y: 10.7742, P: approved SPO relaxation, cluster5


X: 2.6437, Y: 13.9723, P: ยกเลิกหลักเกณฑ์แจ้งรายละเอียดโฆษณาและค่าใช้จ่าย, cluster45


X: -1.4372, Y: 12.6781, P: กำหนดให้บริษัทเสนอผู้บริหารระดับสูงพิจารณาการโฆษณา, cluster-1


X: -1.3052, Y: 12.6525, P: กำหนดให้หน่วยงาน compliance ติดตามและตรวจสอบการโฆษณา, cluster-1


X: -1.3293, Y: 12.6667, P: กำหนดให้ผู้ประกอบธุรกิจจัดส่งรายงานการโฆษณาให้ ก.ล.ต., cluster-1


X: 1.0614, Y: 13.1988, P: involved improper KYC, cluster19


X: -3.1513, Y: 8.4905, P: involve trading without authorization, cluster7


X: -3.172, Y: 8.4803, P: involve unrecorded trading order, cluster7


X: 4.818, Y: 10.1879, P: discussion with, cluster-1


X: -1.483, Y: 10.9214, P: develop regulation for, cluster5


X: 1.2671, Y: 8.6292, P: have goal to, cluster3


X: -5.8246, Y: 11.2293, P: has microsite, cluster52


X: -2.943, Y: 8.1603, P: propose expand margin trading collateral, cluster7


X: 8.7372, Y: 10.8525, P: allow margin trading with debt instruments, cluster28


X: -3.0699, Y: 8.3166, P: allow margin trading with fund units, cluster7


X: -2.9866, Y: 8.1825, P: seek feedback on margin trading expansion, cluster7


X: 0.2441, Y: 9.5943, P: plan strategy, cluster1


X: 0.2726, Y: 9.5283, P: have strategy, cluster1


X: 0.6747, Y: 4.8638, P: transfer digital assets out of control, cluster42


X: 1.2816, Y: 13.6113, P: commit offense, cluster19


X: 3.0356, Y: 8.8589, P: file rehabilitation, cluster-1


X: 1.4712, Y: 8.2921, P: open hotline, cluster3


X: -1.963, Y: 11.0273, P: propose to revise the rules for issuing and offering convertible securities, cluster61


X: -3.8299, Y: 8.552, P: can offer convertible securities and underlying securities to existing shareholders, cluster31


X: -3.7909, Y: 8.5447, P: can offer convertible securities and underlying securities to creditors, cluster31


X: -1.0217, Y: 7.3932, P: define business type, cluster9


X: -0.5739, Y: 11.002, P: set standards, cluster4


X: -4.3946, Y: 8.3169, P: protect interest, cluster-1


X: 1.879, Y: 5.1015, P: require license, cluster60


X: 0.0606, Y: 10.7678, P: set requirements, cluster1


X: 2.7793, Y: 12.7939, P: be careful of, cluster44


X: -1.8678, Y: 10.3581, P: issued ICO rules, cluster47


X: -1.3955, Y: 10.0385, P: will consider ICO portal approval, cluster47


X: -1.6591, Y: 10.2716, P: will review ICO applications, cluster47


X: -2.3452, Y: 10.2623, P: set ICO fundraising limits, cluster61


X: 3.9937, Y: 13.9086, P: allows ICO issuers to accept various cryptocurrencies, cluster51


X: -1.3152, Y: 9.9837, P: encourages ICO portal applicants to consult, cluster47


X: 0.4626, Y: 4.1247, P: warns investors about ICO risks, cluster42


X: -1.7065, Y: 11.3989, P: approve change rules, cluster5


X: -3.7707, Y: 8.6188, P: offer securities relevant person, cluster31


X: 2.5437, Y: 11.7629, P: disagree with, cluster32


X: -4.4938, Y: 9.729, P: adjust investment ratio of funds, cluster17


X: 3.0586, Y: 6.6294, P: increase competitiveness, cluster56


X: -1.5972, Y: 12.6192, P: issue announcements, cluster40


X: -0.5531, Y: 10.79, P: adjust single entity limit, cluster-1


X: -0.563, Y: 10.7375, P: adjust group limit, cluster-1


X: -2.4827, Y: 9.3515, P: not record tape and order, cluster-1


X: -1.0743, Y: 10.0933, P: support use of I Code, cluster47


X: -0.1744, Y: 10.6906, P: encourage use of SET TRI, cluster1


X: 0.1392, Y: 13.4484, P: collaborate with SEC, cluster-1


X: -4.5959, Y: 10.5702, P: promote retirement savings, cluster-1


X: -2.1542, Y: 6.7164, P: announced the extension of fee waiver and reduction measures, cluster39


X: -2.2887, Y: 7.3032, P: be exempted from annual fee, cluster39


X: -1.8039, Y: 6.181, P: receive a 30 percent reduction in annual fee, cluster22


X: -7.1863, Y: 12.4361, P: receive support for greenhouse gas auditing expenses, cluster65


X: -2.0982, Y: 6.9417, P: need to meet certain criteria to qualify for fee waivers and reductions, cluster39


X: 8.8529, Y: 10.8118, P: considering measures to promote the issuance of sustainable debt instruments, cluster28


X: 4.9298, Y: 9.4469, P: can consider holding e-meetings for annual general meetings, cluster20


X: 1.7694, Y: 12.2717, P: not perform duty diligently, cluster21


X: -0.7993, Y: 11.6065, P: approve action, cluster4


X: 2.7848, Y: 10.3209, P: congratulate, cluster18


X: 1.4312, Y: 13.0684, P: breach of fiduciary duty, cluster19


X: 4.9898, Y: 5.8922, P: delay shareholder meeting, cluster49


X: -3.9872, Y: 7.8347, P: misappropriate assets, cluster7


X: 1.2996, Y: 13.3324, P: malpractice, cluster19


X: 2.372, Y: 13.266, P: set ban period, cluster-1


X: 5.5223, Y: 9.3526, P: host online seminar, cluster20


X: 5.4947, Y: 9.4484, P: aim of online seminar, cluster20


X: -1.3632, Y: 11.3848, P: revise guidelines, cluster5


X: -1.4722, Y: 11.3729, P: aim of revising guidelines, cluster5


X: -7.0352, Y: 12.4339, P: view on climate risk, cluster65


X: -3.2712, Y: 10.1234, P: unfit to be investment advisor, cluster17


X: 1.5034, Y: 10.3068, P: understand, cluster0


X: 1.3179, Y: 8.7188, P: set target, cluster3


X: -1.0812, Y: 9.9713, P: is CG Expert of, cluster47


X: 2.8476, Y: 7.5547, P: extend maturity date, cluster-1


X: 6.4092, Y: 16.315, P: change interest rate, cluster62


X: 1.344, Y: 7.5616, P: initiates radio show, cluster23


X: 1.9111, Y: 12.4978, P: not act in good faith and diligence, cluster21


X: -1.3124, Y: 11.5025, P: publish Turnover List, cluster5


X: -3.1378, Y: 8.5234, P: ordered trade without client consent, cluster7


X: -2.0156, Y: 9.694, P: failed to execute client order, cluster47


X: -3.1031, Y: 8.4504, P: ordered trade in client account without client consent, cluster7


X: 1.9676, Y: 12.939, P: prohibit from being director or executive, cluster-1


X: 4.6202, Y: 15.3973, P: relaxes requirements audit committee, cluster53


X: 1.9092, Y: 9.5074, P: consistent, cluster0


X: 1.924, Y: 7.7884, P: operation period, cluster23


X: 7.8127, Y: 7.5158, P: sub project number, cluster82


X: 7.807, Y: 7.5221, P: complete sub project, cluster82


X: 7.8117, Y: 7.5189, P: sub project category, cluster82


X: 7.8077, Y: 7.5211, P: remaining sub project, cluster82


X: -1.776, Y: 6.1607, P: expected reduce cost, cluster22


X: 0.1381, Y: 6.7243, P: extend measure, cluster29


X: -2.766, Y: 10.8078, P: revoke investment advising license, cluster61


X: -2.8604, Y: 8.7173, P: use customer account to trade for themselves, cluster-1


X: -7.8852, Y: 5.1508, P: modify bank account and request credit limit, cluster59


X: -2.7677, Y: 8.8131, P: open account in another persons name, cluster-1


X: -2.8541, Y: 8.7464, P: use another persons account to trade for themselves, cluster-1


X: -2.7763, Y: 8.8121, P: help other person open account in another persons name, cluster-1


X: 3.1498, Y: 5.394, P: award giver, cluster-1


X: -1.1585, Y: 9.0229, P: improve service, cluster25


X: -0.5039, Y: 8.6495, P: implement technology, cluster2


X: -0.8558, Y: 12.9375, P: disclose data, cluster8


X: -0.19, Y: 9.7125, P: develop tool, cluster1


X: 2.9867, Y: 12.74, P: protect data, cluster44


X: 2.304, Y: 10.2579, P: is involved in, cluster18


X: 4.6801, Y: 15.3521, P: plan to revise criteria for auditor approval, cluster53


X: 4.9755, Y: 13.706, P: release consultation paper for auditor approval criteria, cluster64


X: -0.5207, Y: 9.5724, P: include provision, cluster2


X: -0.6956, Y: 12.6541, P: publish criteria, cluster8


X: 1.566, Y: 9.8655, P: similar structure, cluster0


X: -4.1185, Y: 9.8523, P: minimum fund, cluster17


X: 0.279, Y: 7.621, P: minimum project value, cluster16


X: -4.5492, Y: 9.1576, P: minimum investment for retail investors, cluster10


X: -4.8717, Y: 8.6606, P: benefit for investors, cluster10


X: 2.2693, Y: 8.1824, P: exchange knowledge with, cluster23


X: 3.1953, Y: 9.4148, P: arrange training, cluster18


X: -2.3451, Y: 9.8035, P: be consultant, cluster47


X: 2.1128, Y: 11.8889, P: be responsible for, cluster24


X: 4.6365, Y: 15.2864, P: แจ้งประเด็นข้อสังเกตของผู้สอบบัญชี, cluster53


X: 4.5135, Y: 15.4885, P: สั่งการให้ CMO จัดให้มีการตรวจสอบเป็นกรณีพิเศษ (special audit), cluster53


X: 5.0524, Y: 13.6648, P: publishes consultation paper, cluster64


X: 4.9033, Y: 8.0152, P: involve changing board member, cluster36


X: 1.2387, Y: 8.6912, P: established in, cluster3


X: 4.9232, Y: 9.6628, P: have meeting with, cluster20


X: 4.4153, Y: 7.6143, P: is in charge of, cluster36


X: 4.851, Y: 9.303, P: has duty to attend meeting, cluster20


X: -3.6729, Y: 8.7292, P: propose amend Securities and Exchange Act, cluster31


X: -3.522, Y: 8.6693, P: propose amend Futures Contracts Act, cluster31


X: -2.1023, Y: 13.4445, P: extend approval period, cluster43


X: -2.7018, Y: 6.3721, P: modify approval fee, cluster6


X: -0.6715, Y: 9.6793, P: introduce online application, cluster-1


X: -0.3317, Y: 12.6068, P: reduce application form, cluster8


X: -1.6837, Y: 6.8446, P: reduce supporting documents, cluster39


X: -1.6848, Y: 6.9187, P: reduce paper usage, cluster39


X: 1.9283, Y: 7.716, P: reduce review time, cluster23


X: 4.2418, Y: 9.146, P: open event, cluster-1


X: 5.5477, Y: 10.2043, P: welcome speech, cluster-1


X: 5.5639, Y: 10.1917, P: special speech, cluster-1


X: 1.8678, Y: 5.1362, P: support without license, cluster60


X: -3.8145, Y: 8.7586, P: offer investment without license, cluster31


X: 4.4382, Y: 5.9878, P: should study information and exercise voting rights, cluster49


X: -4.0347, Y: 6.8208, P: will request approval to sell assets, cluster12


X: -4.6339, Y: 7.901, P: recommend shareholders not to approve the transaction, cluster27


X: 2.6653, Y: 11.207, P: agree with the IFA's opinion, cluster24


X: -4.7274, Y: 7.7876, P: propose the transaction to shareholders for approval, cluster27


X: -4.9873, Y: 7.9221, P: urge shareholders to study the information carefully, cluster-1


X: 4.5693, Y: 5.8269, P: urge shareholders to exercise their voting rights, cluster49


X: -4.9877, Y: 7.7594, P: urge shareholders to ask questions to the company's management, cluster27


X: 1.7202, Y: 12.2513, P: did not act with integrity, cluster21


X: 3.0496, Y: 11.054, P: promote the performance of all relevant parties, cluster30


X: -1.9123, Y: 10.8122, P: request review free float criteria, cluster61


X: 1.105, Y: 12.0671, P: hold test for, cluster21


X: -0.8382, Y: 11.7922, P: need approval from, cluster4


X: -1.9009, Y: 10.3604, P: issue ICO regulation, cluster47


X: -1.8975, Y: 10.3593, P: comment on ICO regulation, cluster47


X: 3.9361, Y: 10.6415, P: is global partnerships and client solutions of, cluster34


X: 8.8314, Y: 10.8601, P: promote issuance of sustainable debt instruments, cluster28


X: 8.7888, Y: 10.6085, P: issue guidelines for sustainability linked bonds, cluster33


X: 8.8402, Y: 10.3733, P: exempt filing fees for sustainability linked bonds, cluster33


X: -3.3693, Y: 8.2171, P: buy stock in client account without order, cluster7


X: -4.015, Y: 8.8408, P: fail to record investment advice and order, cluster31


X: -1.5381, Y: 10.9328, P: propose consolidate rules for customer service, cluster5


X: -3.9993, Y: 7.834, P: misappropriate investor assets, cluster27


X: 1.1825, Y: 12.2316, P: conduct unsuitability test, cluster21


X: -2.3653, Y: 12.1495, P: publish draft law, cluster40


X: 4.9662, Y: 9.4653, P: manage meeting, cluster20


X: 4.7949, Y: 7.9433, P: decide not register change of board member, cluster36


X: -1.6141, Y: 10.7651, P: regulate issuance, cluster5


X: 4.9298, Y: 8.0691, P: appoint to board, cluster36


X: 4.888, Y: 8.0452, P: appointed to board, cluster36


X: 2.9681, Y: 8.6094, P: leave from board, cluster-1


X: -1.3884, Y: 9.6016, P: can be contacted at, cluster47


X: -3.3201, Y: 5.6857, P: assist price manipulation, cluster6


X: 3.739, Y: 18.3248, P: require ESG training, cluster70


X: 1.3752, Y: 13.1875, P: involve broker misconduct, cluster19


X: -2.862, Y: 13.7107, P: publish report on insider trading, cluster43


X: -3.9085, Y: 9.0537, P: propose principle for broker, cluster31


X: -3.853, Y: 9.0348, P: propose detail for broker, cluster31


X: -3.8613, Y: 9.0862, P: require broker to have specialist, cluster31


X: -3.9047, Y: 9.0743, P: require broker to have system, cluster31


X: -3.8823, Y: 9.1922, P: require broker to disclose info, cluster31


X: 0.0411, Y: 11.3261, P: promote knowledge, cluster4


X: 5.4445, Y: 2.6814, P: propose to revise outsourcing regulation, cluster81


X: -3.4003, Y: 8.4966, P: unauthorized trading, cluster31


X: -2.1217, Y: 11.8486, P: announced amendment, cluster40


X: 6.176, Y: 16.3016, P: has penetration rate, cluster62


X: -4.6422, Y: 11.045, P: participate in financial literacy project, cluster-1


X: 2.4848, Y: 7.7725, P: registration, cluster23


X: 5.4739, Y: 9.5654, P: coorganize seminar, cluster20


X: -1.1324, Y: 9.9528, P: help understand CG Code, cluster47


X: -1.1211, Y: 9.9252, P: support training CG Code, cluster47


X: -3.1935, Y: 5.8346, P: involve in make price, cluster6


X: -0.3272, Y: 12.6721, P: reduce form to submit, cluster8


X: -3.5356, Y: 10.3762, P: develop paperless process, cluster17


X: 8.7864, Y: 11.1151, P: merge debt filing form, cluster28


X: 4.5652, Y: 11.8883, P: accept digital signature, cluster41


X: -4.1585, Y: 10.0068, P: remove restriction on fund unit holding, cluster17


X: -0.2542, Y: 12.6399, P: allow electronic submission, cluster8


X: 9.0802, Y: 9.6413, P: represent bond holder, cluster33


X: -3.801, Y: 8.6042, P: can be allocated securities, cluster31


X: -4.9478, Y: 7.259, P: must disclose details of allocation, cluster27


X: -4.9706, Y: 6.0607, P: can allocate shares to related persons, cluster35


X: -4.875, Y: 6.3049, P: can allocate shares or warrants to related persons, cluster35


X: -4.9156, Y: 7.1119, P: must disclose details of allocation to related persons, cluster27


X: -0.693, Y: 12.9267, P: must provide executive summary or fact sheet to subscribers, cluster8


X: -1.8885, Y: 14.1264, P: request to revise financial statement, cluster26


X: -2.725, Y: 10.8315, P: revoke license to sell specified investment product type 1, cluster61


X: 3.337, Y: 7.4288, P: announce holiday change, cluster-1


X: -2.3875, Y: 9.361, P: not record customer order, cluster-1


X: 0.0371, Y: 10.9514, P: have policy of, cluster4


X: 1.9598, Y: 5.0459, P: consider permit of, cluster60


X: 1.5795, Y: 10.1615, P: have characteristic of, cluster0


X: -5.1575, Y: 9.0194, P: can invest in, cluster10


X: -4.9967, Y: 8.996, P: can invest max, cluster10


X: -3.0913, Y: 5.9368, P: create price volume, cluster6


X: -1.571, Y: 11.5547, P: proposes to amend, cluster5


X: -1.4533, Y: 12.756, P: will introduce, cluster-1


X: -1.954, Y: 11.7253, P: will repeal, cluster5


X: -1.0715, Y: 10.8438, P: can transform into, cluster5


X: -0.6851, Y: 12.5507, P: has published, cluster8


X: 0.6363, Y: 10.0586, P: is available at, cluster1


X: -4.5755, Y: 8.6227, P: receive instruction trading on behalf of investor, cluster10


X: -2.9988, Y: 8.2571, P: accomplice inside trading, cluster7


X: -9.7908, Y: 7.9182, P: request to join anti corruption coalition, cluster74


X: -0.5412, Y: 9.5501, P: collaborate on csr initiatives, cluster2


X: -9.82, Y: 7.9082, P: support anti corruption efforts, cluster74


X: -0.3427, Y: 1.784, P: use blockchain for, cluster63


X: -0.6598, Y: 12.6782, P: publish detail, cluster8


X: 1.0061, Y: 3.574, P: have employee involved in fraud, cluster42


X: -1.7896, Y: 11.934, P: propose to upgrade, cluster40


X: 0.3471, Y: 7.1458, P: seek undue benefit, cluster29


X: -4.0503, Y: 7.9734, P: assist embezzlement, cluster7


X: 0.3287, Y: 7.1592, P: assist seeking undue benefit, cluster29


X: -4.1717, Y: 7.1512, P: acquire asset, cluster27


X: -4.4235, Y: 6.8936, P: acquire trademark, cluster27


X: -4.1805, Y: 6.8508, P: consider acquisition reasonable, cluster27


X: 8.836, Y: 11.1774, P: owe money to, cluster28


X: 3.0205, Y: 8.8424, P: apply for rehabilitation, cluster-1


X: 3.0405, Y: 8.8452, P: accept rehabilitation, cluster-1


X: 9.0789, Y: 9.604, P: be representative of bondholder, cluster33


X: -4.173, Y: 7.1716, P: acquire asset significant related party, cluster27


X: 1.3453, Y: 7.623, P: initiates radio program, cluster23


X: 2.2656, Y: 9.0686, P: coordinate with police, cluster18


X: 0.9046, Y: 12.8749, P: investigate suspicious activity, cluster21


X: 0.9123, Y: 10.4375, P: have content, cluster0


X: -3.464, Y: 6.5709, P: allow to sell, cluster12


X: -3.4925, Y: 6.53, P: can be sold to, cluster12


X: 1.3071, Y: 13.0202, P: involved in breach of capital market regulations, cluster19


X: 2.4682, Y: 9.5884, P: is รองปลัดกระทรวงดิจิทัลเพื่อเศรษฐกิจและสังคม, cluster18


X: 2.4109, Y: 9.6167, P: is เลขาธิการ ก.ล.ต., cluster18


X: 2.3967, Y: 9.6048, P: is คณบดี คณะนิติศาสตร์ จุฬาลงกรณ์มหาวิทยาลัย, cluster18


X: 4.3846, Y: 7.6504, P: is ผู้อำนวยการ สถาบันเพิ่มผลผลิตแห่งชาติ, cluster36


X: -1.9814, Y: 9.2413, P: is President สมาคม ASEAN CIO Association (ACIOA), cluster25


X: -1.9048, Y: 10.3458, P: amend ICO regulations, cluster47


X: -0.5012, Y: 9.02, P: has information platform, cluster2


X: 0.6446, Y: 4.892, P: illegal transfer of digital assets, cluster42


X: -5.8101, Y: 5.4183, P: held position, cluster-1


X: 0.9217, Y: 8.943, P: open progress for ARFP, cluster3


X: 3.849, Y: 9.6526, P: participate in ARFP, cluster34


X: -1.6856, Y: 11.9879, P: propose to amend notification, cluster5


X: 1.9296, Y: 11.9661, P: has main duty, cluster24


X: 3.1273, Y: 10.7279, P: can delegate duty, cluster30


X: -1.7329, Y: 11.2076, P: proposes to revise the rules for issuing and offering Depositary Receipts (DRs), cluster5


X: -1.6577, Y: 11.5488, P: published a consultation paper on the proposed revisions to the DR rules, cluster5


X: -0.2963, Y: 10.826, P: set criteria, cluster4


X: -1.9114, Y: 11.3324, P: updated regulation, cluster5


X: -5.4005, Y: 10.1435, P: explain fund to raise capital for infrastructure dev, cluster-1


X: -4.7249, Y: 10.1239, P: support capital market in funding for infrastructure dev, cluster-1


X: 3.9105, Y: 13.8217, P: request disclosure risk crypto asset, cluster51


X: 3.8812, Y: 13.7965, P: issue regulation disclosure risk crypto asset, cluster51


X: 3.9012, Y: 13.8138, P: require disclosure risk crypto asset, cluster51


X: -3.0767, Y: 14.6075, P: propose regulation for liquidity fund deficiency, cluster72


X: -0.2092, Y: 9.2507, P: support sme, cluster2


X: 3.0535, Y: 6.6684, P: prepare for competition, cluster56


X: 4.7408, Y: 15.287, P: cultivate accountants, cluster53


X: -0.6789, Y: 11.2101, P: follow international standards, cluster4


X: -0.465, Y: 9.4234, P: support ifac, cluster2


X: 4.6829, Y: 15.3524, P: support accountants and auditors, cluster53


X: 4.7746, Y: 15.3059, P: encourage merger of auditors, cluster53


X: 3.2749, Y: 9.5076, P: develop course for cfo, cluster18


X: 3.2362, Y: 9.5375, P: support cfo course, cluster18


X: 1.1419, Y: 10.8943, P: gain recognition from ifiar, cluster15


X: -4.6835, Y: 4.1924, P: get high ranking from acga, cluster66


X: 1.1589, Y: 10.8176, P: get recognition from eu, cluster0


X: -4.1592, Y: 10.1207, P: propose to adjust private fund criteria, cluster17


X: -4.2167, Y: 9.6044, P: allow private fund business operators to custody assets of funds they manage, cluster17


X: -4.1938, Y: 8.3214, P: protect private fund client assets in the event of business operator bankruptcy or receivership, cluster31


X: 5.0457, Y: 13.6516, P: publish consultation paper on the matter on its website, cluster64


X: 4.7064, Y: 7.349, P: is deputy CEO, cluster36


X: -1.9094, Y: 14.1659, P: issued order to amend financial statement, cluster26


X: -3.4077, Y: 8.5499, P: conduct unauthorized futures trading, cluster31


X: -0.8053, Y: 11.745, P: request for approval acceptance of association, cluster4


X: 1.6364, Y: 12.2659, P: determine qualification of association, cluster21


X: -0.8145, Y: 11.5723, P: approve operating principles, cluster5


X: 0.5368, Y: 7.189, P: take advantage, cluster29


X: -4.5201, Y: 9.4854, P: relax investment limits, cluster10


X: 3.3636, Y: 9.7207, P: has curriculum about, cluster18


X: -0.0298, Y: 10.4175, P: present proposal, cluster1


X: -6.8047, Y: 9.701, P: chair working group, cluster87


X: 5.5871, Y: 9.5685, P: participate in seminar, cluster20


X: 1.6855, Y: 12.2758, P: determine eligibility, cluster21


X: -1.4623, Y: 10.911, P: have equivalent regulation, cluster5


X: -3.3285, Y: 16.5697, P: propose cancel min investment for small power plant, cluster57


X: 2.3209, Y: 3.2982, P: support government policy for renewable energy, cluster50


X: -1.7767, Y: 11.2058, P: propose amend regulation for infrastructure fund, cluster5


X: -3.3426, Y: 16.575, P: remove min investment for power plant project, cluster57


X: 2.2334, Y: 3.4039, P: aim to increase renewable energy production, cluster50


X: -5.3712, Y: 10.1394, P: can raise fund through infrastructure fund, cluster-1


X: -2.1099, Y: 11.8947, P: invite public comment on proposed amendment, cluster40


X: -4.1603, Y: 9.6767, P: must have fund size of at least 2 billion baht, cluster17


X: -0.119, Y: 10.5166, P: accepted proposal, cluster1


X: 5.0088, Y: 9.3399, P: held meeting, cluster20


X: -2.764, Y: 12.9924, P: received comment, cluster43


X: -1.0228, Y: 11.1418, P: adjusted proposal, cluster5


X: -2.6623, Y: 10.8785, P: revoke brokerage license, cluster61


X: 0.8489, Y: 12.0277, P: lead research team, cluster15


X: -1.2369, Y: 11.0813, P: improve rule, cluster5


X: -1.1012, Y: 13.0627, P: need to reveal, cluster26


X: 0.9964, Y: 3.5778, P: fraudulent filing, cluster42


X: -1.1441, Y: 11.2031, P: announce adjustment, cluster5


X: 0.1905, Y: 13.3966, P: cooperate with SEC and SET, cluster-1


X: 3.8585, Y: 10.5533, P: cooperate with SET, cluster34


X: -0.0092, Y: 12.0385, P: request info, cluster8


X: -1.5913, Y: 11.7402, P: order to revise filing, cluster5


X: -1.5413, Y: 11.6973, P: revise filing, cluster5


X: 7.3096, Y: 4.1, P: extend IPO subscription period, cluster38


X: -0.882, Y: 2.1968, P: refund subscription fee, cluster63


X: -2.2452, Y: 13.9267, P: notify postponement, cluster43


X: -3.9823, Y: 6.7772, P: plan sale assets, cluster12


X: -4.1412, Y: 7.1076, P: opinion not approve sale assets, cluster27


X: 2.6555, Y: 11.2481, P: agree opinion IFA, cluster24


X: -4.0142, Y: 6.7926, P: submit sale assets plan to shareholder, cluster12


X: -4.0516, Y: 6.8236, P: need study sale assets plan, cluster12


X: 4.4514, Y: 15.5464, P: ordered special audit, cluster53


X: 4.4108, Y: 15.5647, P: submit special audit report, cluster53


X: -2.1178, Y: 13.6593, P: extended special audit report deadline, cluster43


X: 4.3983, Y: 15.5703, P: submit special audit report by, cluster53


X: 4.3995, Y: 15.5705, P: ordered special audit report disclosure, cluster53


X: -0.3448, Y: 9.2922, P: support implementation of, cluster2


X: -0.3828, Y: 9.4274, P: support NAP, cluster2


X: -4.1912, Y: 9.6594, P: propose to amend investment rules, cluster17


X: -4.1156, Y: 9.533, P: approve to amend investment rules, cluster17


X: -4.6122, Y: 9.709, P: set qualification for appraiser in capital market, cluster10


X: -0.9966, Y: 11.7067, P: renew appraisal approval, cluster5


X: -1.0055, Y: 6.2797, P: reduce barriers, cluster37


X: -3.8114, Y: 10.8493, P: help fundraising, cluster-1


X: -0.2295, Y: 11.6333, P: share information, cluster4


X: -2.4782, Y: 6.908, P: promote market access, cluster39


X: -1.7349, Y: 6.1966, P: reduce costs, cluster22


X: -5.1575, Y: 10.2984, P: facilitate access to capital, cluster-1


X: -3.9723, Y: 10.4739, P: promote funding channels, cluster17


X: -3.9602, Y: 9.8614, P: help manage finances, cluster17


X: -0.1278, Y: 11.8782, P: request additional information, cluster4


X: -1.2233, Y: 13.2489, P: require accurate disclosure, cluster26


X: 7.1685, Y: 13.1713, P: monitor trustee, cluster90


X: 4.9256, Y: 9.1927, P: participate in exhibition, cluster20


X: -0.2628, Y: 7.9502, P: use digital technology, cluster9


X: -1.6853, Y: 12.0845, P: update website, cluster40


X: 3.0721, Y: 14.7798, P: suspend lisence for securities advisor, cluster45


X: -3.1513, Y: 8.4637, P: trade without client order, cluster7


X: -3.1685, Y: 8.8197, P: not record advice and trading order, cluster31


X: -0.7321, Y: 12.6068, P: publish guidance, cluster8


X: -0.2748, Y: 11.0768, P: contain guidance, cluster4


X: -0.8231, Y: 11.8558, P: approve issuance disclosure DR, cluster8


X: -3.7026, Y: 8.5115, P: reference foreign securities, cluster31


X: -3.5784, Y: 8.5177, P: track foreign securities via channels, cluster31


X: -3.456, Y: 9.0963, P: study DR deposit agreement, cluster31


X: -3.7871, Y: 8.9316, P: update regulation for securities business, cluster31


X: 3.1471, Y: 5.396, P: organize award, cluster-1


X: -1.5393, Y: 11.5716, P: propose to amend, cluster5


X: -1.994, Y: 13.8536, P: submit financial statement extended, cluster26


X: -2.0663, Y: 14.0038, P: submit financial statement original deadline, cluster26


X: 5.6623, Y: 8.7624, P: invite to join job fair, cluster20


X: 6.0933, Y: 8.0573, P: participate in job expo thailand 2020, cluster48


X: 3.3433, Y: 9.0404, P: open recruitment for new graduates, cluster-1


X: -0.1925, Y: 9.7608, P: provide tools, cluster1


X: 1.1473, Y: 11.0221, P: provide skills, cluster15


X: 0.6512, Y: 10.7534, P: suitable for, cluster1


X: -1.8301, Y: 14.0574, P: propose reporting financial results, cluster26


X: -2.1535, Y: 11.8627, P: suggest amendment, cluster40


X: -0.4645, Y: 9.6669, P: has provision, cluster-1


X: -1.2855, Y: 13.3804, P: propose to update disclosure requirements, cluster26


X: -1.1719, Y: 13.1652, P: should disclose more information, cluster26


X: -1.0604, Y: 13.1739, P: disclose information in a timely manner, cluster26


X: -1.0848, Y: 13.1898, P: disclose information in a clear and complete, cluster26


X: -1.2243, Y: 13.2444, P: align disclosure requirements with international standards, cluster26


X: -0.4792, Y: 9.064, P: support FSAP assessment, cluster2


X: -2.0137, Y: 10.0149, P: disclose information about public offerings, cluster47


X: -4.0674, Y: 8.6054, P: disclose information about asset-backed securities, cluster31


X: 5.0228, Y: 13.6247, P: publish consultation paper on website, cluster64


X: -2.4108, Y: 12.666, P: seek feedback from stakeholders, cluster40


X: -1.8362, Y: 14.1672, P: submit financial statement within, cluster26


X: -2.0712, Y: 13.7741, P: extend submission deadline of financial report to, cluster43


X: 1.3857, Y: 12.5138, P: negligent supervision, cluster21


X: -3.6561, Y: 8.4837, P: offer unlicensed investment, cluster31


X: 1.4388, Y: 13.0111, P: breach of duty, cluster21


X: 3.0779, Y: 14.8194, P: suspend approval of investment advisor, cluster45


X: -3.1451, Y: 8.4827, P: make trade without client order, cluster7


X: 3.0809, Y: 14.826, P: approve investment advisor after punishment, cluster45


X: -4.5485, Y: 6.3183, P: approve share sale to foreign company, cluster35


X: -4.7513, Y: 9.2536, P: increase investment options, cluster10


X: -1.9829, Y: 9.2433, P: comply with ASEAN agreement, cluster25


X: -4.6577, Y: 7.8155, P: protect shareholder rights, cluster27


X: 6.5649, Y: 7.5961, P: require Thai directors, cluster48


X: 6.5655, Y: 7.615, P: require Thai accountants, cluster48


X: 6.5141, Y: 7.6413, P: require Thai financial advisors, cluster48


X: 6.562, Y: 7.5375, P: promote investment in Thai capital market, cluster48


X: -4.4075, Y: 8.3199, P: protect investors, cluster-1


X: 3.021, Y: 10.5838, P: be representative of, cluster34


X: 5.3816, Y: 4.9473, P: evaluate ITA, cluster86


X: 5.3984, Y: 4.9149, P: receive ITA score, cluster86


X: 5.3643, Y: 4.9606, P: improve on ITA, cluster86


X: 5.3948, Y: 4.9276, P: reveal ITA score, cluster86


X: 3.19, Y: 9.4501, P: prepare training course, cluster18


X: 4.9581, Y: 8.7761, P: preside over meeting, cluster20


X: 3.541, Y: 10.139, P: be advisor of working group, cluster34


X: 3.5273, Y: 10.1814, P: be member of working group, cluster34


X: 3.5942, Y: 10.194, P: be represented in working group, cluster34


X: 3.2296, Y: 9.4334, P: present training course, cluster18


X: 3.1819, Y: 9.4161, P: be responsible for training course, cluster18


X: -4.7794, Y: 6.613, P: offer shares without permission, cluster35


X: 0.9122, Y: 7.3587, P: initiate and drive, cluster-1


X: -3.1249, Y: 14.7206, P: fail to maintain liquidity, cluster72


X: 5.1077, Y: 5.8071, P: propose shareholder meeting, cluster49


X: 5.2381, Y: 9.3429, P: held webinar with, cluster20


X: 0.5638, Y: 10.1835, P: developed webpage, cluster1


X: -1.7983, Y: 14.1609, P: ask to correct financial statement, cluster26


X: 0.3137, Y: 10.2385, P: limited scope by management, cluster1


X: 0.198, Y: 8.253, P: provide opportunity, cluster14


X: 1.6976, Y: 10.4857, P: acknowledge, cluster0


X: -1.4305, Y: 11.416, P: propose to revise requirements, cluster5


X: 0.2498, Y: 10.6824, P: prioritize, cluster1


X: -1.624, Y: 12.4396, P: adjust announcement, cluster40


X: -4.4545, Y: 4.3847, P: determine level, cluster66


X: 1.2577, Y: 12.2349, P: separate supervision, cluster21


X: -0.7305, Y: 10.7808, P: adjust mechanism, cluster-1


X: -1.2259, Y: 13.3377, P: adjust disclosure, cluster26


X: -2.7901, Y: 13.0134, P: collect comment, cluster43


X: 5.4395, Y: 9.5134, P: arrange presentation, cluster20


X: 0.6541, Y: 12.1177, P: support research, cluster15


X: -9.8183, Y: 7.9109, P: involve anti corruption, cluster74


X: 8.858, Y: 10.6733, P: issue guidelines for debt securities, cluster33


X: 4.7231, Y: 7.3006, P: appoint assistant secretary, cluster36


X: 4.4741, Y: 7.6003, P: appoint director, cluster36


X: -3.8315, Y: 9.5459, P: inform about new financial products, cluster17


X: 8.781, Y: 10.5218, P: promote sustainability bonds, cluster33


X: 5.5183, Y: 9.6526, P: give lecture, cluster20


X: -0.9208, Y: 11.172, P: will issue general criteria, cluster5


X: -3.3844, Y: 6.6419, P: approve new type of selling agent, cluster12


X: -4.2853, Y: 9.8764, P: increase access to mutual fund investment, cluster17


X: -4.725, Y: 10.2905, P: promote savings and investment discipline, cluster-1


X: 3.0219, Y: 7.7012, P: prepare for aging society, cluster-1


X: -3.8065, Y: 9.8945, P: plan to offer funds, cluster17


X: -1.0513, Y: 1.9722, P: support tax benefits, cluster63


X: -1.0567, Y: 1.9482, P: allow tax deduction, cluster63


X: -1.1042, Y: 1.9718, P: allow tax exemption, cluster63


X: -1.9617, Y: 11.6062, P: propose update asset reporting rule, cluster5


X: -5.1567, Y: 10.4233, P: promote sustainable capital markets, cluster-1


X: -0.3458, Y: 11.2149, P: issue Additional Guidance, cluster4


X: 3.8444, Y: 18.1858, P: provide guidance on ESG Fund, cluster70


X: 3.802, Y: 18.229, P: facilitate ESG Fund offerings, cluster70


X: -5.7202, Y: 11.9459, P: support sustainable investments, cluster52


X: 3.802, Y: 18.2247, P: regulate ESG Fund, cluster70


X: 2.8699, Y: 6.9421, P: promote level playing field, cluster56


X: -4.653, Y: 8.6133, P: provide information to investors, cluster10


X: -0.6638, Y: 7.8446, P: support business, cluster9


X: 8.8968, Y: 11.0656, P: receive debt repayment request, cluster28


X: 8.8724, Y: 11.0271, P: facilitate debt repayment request, cluster28


X: 8.9192, Y: 11.0349, P: provide information for debt repayment request, cluster28


X: 8.9267, Y: 11.0523, P: develop website for debt repayment request, cluster28


X: 9.0657, Y: 9.6796, P: provide support to bondholders, cluster33


X: -2.7201, Y: 12.9801, P: seek public comment, cluster43


X: -1.6665, Y: 12.2422, P: modify announcement, cluster40


X: -1.822, Y: 14.0869, P: adjust financial statement standards, cluster26


X: 3.1234, Y: 14.8753, P: is suspended as an investment advisor, cluster45


X: 1.3284, Y: 13.8074, P: investigated and penalized, cluster19


X: -4.5011, Y: 9.0355, P: received orders from an investor to make investment decisions, cluster10


X: -4.4332, Y: 8.9298, P: made investment decisions on behalf of an investor without their consent, cluster10


X: 0.942, Y: 13.3396, P: violated clause 20(2) of SEC announcement ThLh 3/2555, cluster19


X: 2.9564, Y: 12.7285, P: aim to protect, cluster44


X: 1.1001, Y: 8.899, P: aim to make, cluster3


X: 4.8405, Y: 7.3181, P: brief general พล.อ.อ.ประจิน จั่นตอง, cluster36


X: 3.445, Y: 10.8639, P: brief general หน่วยงานภาครัฐ, cluster30


X: -3.9304, Y: 10.0137, P: brief general หน่วยงานที่สนใจจัดตั้งกองทุนรวมโครงสร้างพื้นฐาน, cluster17


X: -4.8631, Y: 8.3965, P: brief general ผู้ลงทุน, cluster10


X: 1.3333, Y: 9.9148, P: has feature, cluster0


X: -4.4249, Y: 8.9818, P: fail provide investment advice, cluster10


X: -1.2142, Y: 13.3528, P: propose update disclosure rules and auditors, cluster26


X: -1.772, Y: 10.4769, P: align with IOSCO standards, cluster47


X: -0.4157, Y: 9.1044, P: support FSAP project, cluster2


X: -1.0986, Y: 13.4029, P: hold consultation on disclosure rules and auditors, cluster26


X: -2.4111, Y: 12.6775, P: consider feedback from stakeholders, cluster40


X: -1.8547, Y: 11.8808, P: propose key updates, cluster40


X: -1.2113, Y: 13.2728, P: enhance disclosure of directors and executives compensation, cluster26


X: -1.9383, Y: 13.8083, P: extend financial reporting requirements to previous years and quarters, cluster26


X: -4.0014, Y: 9.5192, P: clarify disclosure of proceeds usage, cluster17


X: 4.6851, Y: 15.3496, P: update auditor requirements for issuers of equity securities, cluster53


X: 4.6445, Y: 15.3776, P: remove restrictions on foreign auditors, cluster53


X: -2.1553, Y: 12.3426, P: seek public feedback on proposed changes, cluster40


X: -2.5018, Y: 12.8323, P: can submit feedback, cluster40


X: 8.8813, Y: 10.7416, P: approve amendment to derivatives debt instruments regulation, cluster28


X: 0.8294, Y: 10.9787, P: identify issue, cluster15


X: 1.3969, Y: 13.4951, P: punish former executives, cluster19


X: -5.0149, Y: 9.1105, P: investigate investment projects, cluster10


X: -1.2111, Y: 6.0352, P: expect to reduce, cluster22


X: 7.8136, Y: 7.518, P: sub project 3, cluster82


X: 7.8222, Y: 7.516, P: sub project 5, cluster82


X: -3.5039, Y: 8.6707, P: can invest in futures contract, cluster31


X: -1.6631, Y: 11.2454, P: propose to revise the rules for foreign companies, cluster5


X: -0.4508, Y: 11.7255, P: compare the basic laws of foreign countries, cluster4


X: -1.0659, Y: 1.9601, P: eligible for tax deduction, cluster63


X: 3.4218, Y: 8.2604, P: resign as board member, cluster-1


X: 4.7327, Y: 8.0496, P: no longer a board member, cluster36


X: -2.7895, Y: -0.006, P: has anti corruption progress indicator, cluster97


X: -2.7868, Y: -0.0094, P: should use anti corruption progress indicator, cluster97


X: -9.8236, Y: 7.9068, P: should prioritize anti corruption, cluster74


X: -9.7591, Y: 7.9613, P: cooperates with SEC on anti corruption, cluster74


X: 3.113, Y: 5.4538, P: received award, cluster-1


X: 3.1573, Y: 5.394, P: presented award, cluster-1


X: -0.0827, Y: 10.3586, P: propose initiative, cluster1


X: -0.0885, Y: 10.2451, P: propose initiative focus, cluster1


X: -0.0528, Y: 10.2354, P: propose initiative target, cluster1


X: -0.0575, Y: 10.1999, P: propose initiative 4 important aspects, cluster1


X: -2.616, Y: 12.8726, P: propose initiative open for comment, cluster43


X: 0.109, Y: 13.4027, P: order to revise filing information by SEC, cluster-1


X: 7.3176, Y: 4.0795, P: order to extend IPO subscription period by SEC, cluster38


X: 0.0392, Y: 8.451, P: reduce obstacles for social enterprises to issue and offer shares, cluster14


X: -4.4163, Y: 6.3005, P: can sell shares to public without filing, cluster35


X: 3.0863, Y: 14.832, P: suspend giving approval in investment advisors, cluster45


X: 0.724, Y: 3.8689, P: close scam account, cluster42


X: 0.7129, Y: 3.898, P: alert scam activities, cluster42


X: -1.5906, Y: 11.3939, P: propose to revise prospectus guidelines, cluster5


X: 0.3476, Y: 12.4399, P: be legal entity, cluster8


X: 3.9436, Y: 10.7272, P: support cooperation with, cluster34


X: -2.4911, Y: 12.8105, P: open to feedback, cluster40


X: -2.5557, Y: 12.8749, P: publish feedback document, cluster43


X: -2.4873, Y: 12.8228, P: give feedback to, cluster40


X: -2.511, Y: 12.8239, P: accept feedback until, cluster40


X: -2.8828, Y: 11.3935, P: provide information about corporate governance, cluster61


X: 6.5167, Y: 7.5462, P: promote sustainable development of Thai capital market, cluster48


X: -0.1976, Y: 11.5917, P: collect information from related organizations, cluster4


X: -0.7076, Y: 12.6897, P: publish articles and developments, cluster8


X: -1.8456, Y: 0.9791, P: add AC Corner, cluster76


X: -1.5363, Y: 7.7976, P: provide information about listed companies, cluster39


X: -2.9044, Y: 11.3609, P: access information about corporate governance, cluster61


X: -1.6018, Y: 7.931, P: access information about listed companies, cluster39


X: -1.1446, Y: 13.5157, P: involve concealing material information, cluster26


X: -4.259, Y: 7.1366, P: acquire assets, cluster27


X: -1.1407, Y: 11.3106, P: approve regulations, cluster5


X: -4.5499, Y: 8.9382, P: support investment in foreign securities, cluster10


X: -3.7895, Y: 8.5712, P: reference underlying securities, cluster31


X: -3.8355, Y: 8.5557, P: access information about underlying securities, cluster31


X: 1.2985, Y: 11.3032, P: understand DR terms and conditions, cluster15


X: -2.0695, Y: 13.792, P: extend financial statement submission deadline, cluster43


X: -1.8244, Y: 14.194, P: order to correct financial statements, cluster26


X: -1.7171, Y: 14.2033, P: incorrect financial statements, cluster26


X: -0.635, Y: 10.8945, P: announce intent to comply with I code, cluster4


X: -0.2163, Y: 10.977, P: propose guideline, cluster4


X: 0.9954, Y: 12.419, P: conduct investigation, cluster21


X: 0.525, Y: 4.6112, P: identify unlicensed exhibitors, cluster42


X: 0.5691, Y: 4.5852, P: warn public about unlicensed exhibitors, cluster42


X: -1.8313, Y: 14.1303, P: submit audited financial statement, cluster26


X: -1.5551, Y: 11.3913, P: propose to improve DR issuance and offering rules, cluster5


X: -1.159, Y: 11.1426, P: will adjust related rules in the same direction, cluster5


X: 1.8195, Y: 11.6768, P: not responsible, cluster24


X: -3.8642, Y: 6.0428, P: agree on stock offering, cluster6


X: -4.466, Y: 7.7942, P: approve stock offering rules, cluster27


X: 0.2121, Y: 11.4988, P: must comply with rules, cluster4


X: -4.5032, Y: 8.1209, P: protect shareholders, cluster-1


X: 6.5719, Y: 7.5325, P: develop thai capital market, cluster48


X: 6.6594, Y: 7.5074, P: offer stock to thai investors, cluster48


X: -4.3963, Y: 8.3323, P: ensure investor protection, cluster-1


X: -3.7134, Y: 8.5055, P: responsible for unlicensed securities offering, cluster31


X: 4.4797, Y: 7.5667, P: is director of, cluster36


X: 4.5951, Y: 7.3824, P: is deputy ceo of, cluster36


X: -3.0049, Y: 8.2324, P: have inside trading, cluster7


X: -1.7286, Y: 11.7, P: consider to amend law, cluster5


X: -3.7338, Y: 9.108, P: propose to amend the regulation on the disclosure of information on securities offering, cluster31


X: 1.3833, Y: 13.734, P: involved in crime, cluster19


X: 0.6872, Y: 4.7291, P: warn investor about unlicensed digital asset service provider, cluster42


X: -2.1285, Y: 13.4525, P: give extension, cluster43


X: -2.6788, Y: 6.4712, P: include expense, cluster6


X: -1.6605, Y: 11.2198, P: modify regulation, cluster5


X: -1.4507, Y: 10.905, P: regulate foreign etf, cluster5


X: -3.6875, Y: 9.6806, P: support wealth advice, cluster17


X: -4.9417, Y: 11.4398, P: promote fintech for wealth advice, cluster-1


X: -5.9049, Y: 11.2085, P: create funding opportunities for SMEs and startups, cluster52


X: -5.184, Y: 10.2967, P: remove barriers and reduce costs for capital access, cluster-1


X: -5.3338, Y: 10.2115, P: promote capital raising in neighboring countries, cluster-1


X: 6.4489, Y: 7.5619, P: create opportunities for thai entrepreneurs in the region, cluster48


X: -0.2034, Y: 7.9099, P: upgrade infrastructure for digital business, cluster9


X: -1.7135, Y: 10.6857, P: raise standards for listed companies, cluster47


X: -4.3416, Y: 9.9103, P: raise standards for banks selling investment units, cluster17


X: -1.5519, Y: 10.9692, P: reform regulations to minimize compliance costs, cluster5


X: -1.431, Y: 10.8787, P: assess regulatory impact and evaluate effectiveness, cluster5


X: -0.3607, Y: 12.0366, P: create database and infrastructure for future operations, cluster8


X: -0.8539, Y: 7.3281, P: leverage technology for efficient operations, cluster16


X: 8.888, Y: 10.524, P: issue debt securities, cluster33


X: -5.9629, Y: 11.1256, P: support access to funding for SMEs, cluster52


X: -5.9367, Y: 11.183, P: reduced barriers to SME capital raising, cluster52


X: -5.9294, Y: 11.1799, P: facilitate and reduce costs for SME capital raising, cluster52


X: -5.9192, Y: 11.1574, P: provide information and guidance to SMEs on capital raising, cluster52


X: -5.9106, Y: 11.1446, P: support SMEs in raising capital through the capital market, cluster52


X: -5.8695, Y: 11.1245, P: promote SME access to capital markets, cluster52


X: -5.861, Y: 11.1913, P: promote access to funding for SMEs, cluster52


X: -5.9484, Y: 11.1913, P: reduce costs and increase efficiency for SMEs, cluster52


X: -5.8813, Y: 11.2018, P: provide access to funding for SMEs, cluster52


X: -5.889, Y: 11.1989, P: facilitate access to funding for SMEs, cluster52


X: 4.899, Y: 8.065, P: appoint as board member, cluster36


X: -4.1713, Y: 9.5192, P: revise rules for investment fund sales representatives, cluster17


X: 8.9483, Y: 10.274, P: redeem bond principal, cluster33


X: 6.4854, Y: 16.1776, P: change bond interest rate, cluster62


X: 1.8765, Y: 12.7105, P: involved in dishonest act, cluster21


X: 1.6534, Y: 13.175, P: involved in irresponsible act, cluster19


X: -1.744, Y: 11.6581, P: will update reporting guidelines, cluster5


X: -2.6382, Y: 13.1506, P: extend comment period, cluster43


X: -0.2259, Y: 12.0052, P: require notify, cluster8


X: 0.4807, Y: 11.3452, P: provide advice, cluster15


X: -0.3388, Y: 12.2298, P: require notify within 7 days, cluster8


X: 0.3113, Y: 10.8312, P: require ensure, cluster1


X: -1.0873, Y: 9.0646, P: require ensure temporary service, cluster25


X: 5.6654, Y: 8.8607, P: host job fair, cluster20


X: 5.689, Y: 8.7257, P: announce job fair, cluster20


X: 5.6883, Y: 8.7245, P: participate job fair, cluster20


X: -2.1052, Y: 13.4575, P: give extension to, cluster43


X: -3.3976, Y: 5.167, P: submit clarification of fair value, cluster-1


X: -4.6664, Y: 7.7902, P: reduced approval time for shareholders, cluster27


X: -5.4542, Y: 10.1182, P: can raise fund through, cluster-1


X: 4.2584, Y: 9.1304, P: held an event with, cluster-1


X: 4.0489, Y: 9.4636, P: attended by, cluster-1


X: -0.0627, Y: 6.2026, P: has potential, cluster37


X: -1.4895, Y: 11.0182, P: issued a regulation for, cluster5


X: -0.2861, Y: 10.1245, P: can contribute to, cluster1


X: -0.3725, Y: 12.9289, P: review and report to, cluster8


X: 0.9644, Y: 11.6821, P: check operation, cluster15


X: 5.5121, Y: 9.0773, P: joint host event, cluster20


X: 0.9986, Y: 15.8821, P: inspect CFA certificate, cluster71


X: 0.9997, Y: 15.8792, P: provide CFA certificate inspection, cluster71


X: -1.71, Y: 11.6936, P: propose update guidelines, cluster5


X: -1.863, Y: 10.6205, P: issue new public offering regulation, cluster47


X: 1.423, Y: 10.9111, P: give statement, cluster24


X: -3.1872, Y: 8.4825, P: has discretionary trading authority, cluster7


X: 5.3928, Y: 4.931, P: get ITA score, cluster86


X: 3.0837, Y: 14.8254, P: order suspension of investment adviser, cluster45


X: -0.9448, Y: 13.4356, P: not provide sufficient information, cluster26


X: 5.585, Y: 9.0886, P: host contest, cluster20


X: 5.5648, Y: 9.0927, P: co host contest, cluster20


X: -0.0299, Y: 12.4904, P: has statistic, cluster8


X: 2.1356, Y: 10.9513, P: use regulatory impact assessment, cluster24


X: 5.6186, Y: 8.8238, P: host job expo, cluster20


X: 5.7033, Y: 8.7022, P: participate job expo, cluster20


X: -4.5415, Y: 10.6026, P: support establish post retirement fund, cluster-1


X: -4.5394, Y: 10.6193, P: encourage establish post retirement fund, cluster-1


X: -4.5454, Y: 10.5747, P: suggest post retirement fund for retirees, cluster-1


X: -4.5505, Y: 10.6166, P: recommend post retirement fund for low risk investors, cluster-1


X: -4.546, Y: 10.5716, P: advise post retirement fund for low investment knowledge investors, cluster-1


X: -4.5416, Y: 10.6046, P: suggest post retirement fund for seniors, cluster-1


X: -4.5371, Y: 10.615, P: encourage post retirement fund for financial independence in senior, cluster-1


X: -4.5388, Y: 10.5745, P: propose post retirement fund investment in low risk assets, cluster-1


X: -4.5361, Y: 10.6053, P: suggest post retirement fund with flexible withdrawal options, cluster-1


X: -4.5596, Y: 10.6157, P: recommend post retirement fund for provident fund members, cluster-1


X: -4.5713, Y: 10.5651, P: advise post retirement fund with additional benefits, cluster-1


X: -5.0267, Y: 9.1842, P: need to manage investment at all age, cluster10


X: 3.4809, Y: 13.0636, P: should invest in financial products based on risk tolerance, cluster44


X: -4.5064, Y: 10.5699, P: should manage retirement fund effectively, cluster-1


X: -4.5489, Y: 10.6046, P: can benefit from post retirement fund, cluster-1


X: -4.4992, Y: 10.5523, P: encourage fund managers to develop post retirement fund products, cluster-1


X: 1.0682, Y: 13.9952, P: involve civil penalties, cluster19


X: 0.3911, Y: 11.1814, P: make recommendations, cluster4


X: 4.4209, Y: 7.541, P: is director of deposit of, cluster36


X: -0.218, Y: 11.7249, P: receive information from, cluster4


X: 1.1498, Y: 13.113, P: investigate and find wrongdoing, cluster19


X: -5.0481, Y: 5.9458, P: share position, cluster35


X: 1.1477, Y: 6.9066, P: connected to, cluster29


X: -0.9789, Y: 13.6739, P: have negative information, cluster26


X: -2.0548, Y: 14.0885, P: submit financial statement late, cluster26


X: 1.1594, Y: 13.2471, P: violate article, cluster19


X: -0.398, Y: 13.1303, P: reported to, cluster8


X: -0.3882, Y: 12.2364, P: include data, cluster8


X: 4.686, Y: 7.9536, P: decide not to register, cluster36


X: -0.8911, Y: 2.1596, P: have responsibility to refund, cluster63


X: 1.7982, Y: 12.0997, P: must act responsibly, cluster24


X: 0.5954, Y: 13.0094, P: will consider legal action, cluster21


X: 3.5663, Y: 13.0935, P: should consider risks, cluster51


X: -2.7875, Y: -0.0084, P: reveal Anti-corruption Progress Indicator, cluster97


X: 0.9999, Y: 15.8809, P: receive certificate, cluster71


X: -2.7886, Y: -0.0068, P: encourage disclosure Anti-corruption Progress Indicator, cluster97


X: -2.7883, Y: -0.0078, P: consider Anti-corruption Progress Indicator, cluster97


X: -2.7886, Y: -0.0071, P: use Anti-corruption Progress Indicator, cluster97


X: 4.3828, Y: 6.0638, P: issue proxy voting guidelines, cluster49


X: 1.3773, Y: 10.49, P: face social pressure, cluster0


X: 2.8489, Y: 14.0233, P: freeze assets, cluster45


X: 4.6189, Y: 5.7951, P: request shareholder vote, cluster49


X: -3.3717, Y: 6.4338, P: sell product to, cluster6


X: 2.0102, Y: 13.6265, P: have conflict of interest with, cluster-1


X: -4.0419, Y: 10.2468, P: propose to revise fund prospectus, cluster17


X: -2.0352, Y: 11.5315, P: update rules, cluster5


X: 2.5278, Y: 7.7887, P: be registered, cluster23


X: -1.7546, Y: 14.1616, P: submitted incorrect financial statements, cluster26


X: -3.4612, Y: 6.5983, P: ordered to disclose valuation assumptions, cluster12


X: -3.1289, Y: 14.6524, P: proposed to update the principles for maintaining net liquidity fund, cluster72


X: -2.3309, Y: 12.4162, P: published a draft announcement, cluster40


X: -2.1378, Y: 12.0096, P: published a draft of the relevant annexes, cluster40


X: 0.6872, Y: 8.5514, P: ดำเนินโครงการ, cluster14


X: -0.0927, Y: 10.6272, P: allow CMDF to support SET, cluster1


X: -0.7545, Y: 11.2927, P: approve proposal, cluster5


X: -1.8711, Y: 14.1487, P: request to amend financial, cluster26


X: -1.8587, Y: 14.1437, P: amend financial, cluster26


X: -1.2356, Y: 12.1432, P: release quality control result, cluster-1


X: -0.7963, Y: 11.7803, P: require FA approval for CD offering abroad, cluster4


X: 0.6216, Y: 8.4167, P: run project, cluster14


X: -1.5884, Y: 10.9924, P: subject to new regulation, cluster5


X: -2.7621, Y: 13.026, P: issue notice for comment, cluster43


X: -2.6418, Y: 12.9278, P: publish document for comment, cluster43


X: -2.7358, Y: 12.9823, P: can submit comment, cluster43


X: 9.0844, Y: 9.5996, P: represent bondholder of, cluster33


X: -1.0696, Y: 12.7045, P: request more to clarify information, cluster-1


X: -4.8039, Y: 7.782, P: disclose information that may affect shareholders rights, cluster27


X: -1.0832, Y: 11.1956, P: adjust policy, cluster5


X: -2.0155, Y: 8.0454, P: exempt custodial wallet provider, cluster39


X: -3.5661, Y: 8.4805, P: illegal securities business, cluster31


X: 2.6991, Y: 11.3136, P: issue opinion, cluster24


X: 0.7874, Y: 12.683, P: discuss investigation progress, cluster21


X: 1.436, Y: 10.6572, P: condition, cluster0


X: 2.5963, Y: 7.2635, P: has effective date, cluster-1


X: 1.2445, Y: 11.2407, P: has experience, cluster15


X: -1.6586, Y: 14.1764, P: have not corrected financial and operational deficiencies, cluster26


X: 2.6887, Y: 14.2972, P: ordered Zipmex to suspend business, cluster45


X: 2.5866, Y: 14.3164, P: ordered Zipmex to correct financial position, cluster45


X: -0.8824, Y: 10.3339, P: ordered Zipmex to correct management and personnel structure, cluster-1


X: -3.7618, Y: 8.0433, P: ordered Zipmex to prevent misuse of customer assets, cluster7


X: -0.3891, Y: 12.1489, P: ordered Zipmex to submit corrective measures within 15 days, cluster8


X: 2.6005, Y: 14.3001, P: may revoke Zipmex's license, cluster45


X: 3.606, Y: 8.4347, P: appointed to, cluster-1


X: -4.7616, Y: 10.8966, P: offer private placement, cluster-1


X: -4.4192, Y: 5.8415, P: set share price, cluster35


X: -5.45, Y: 10.0952, P: raise fund for investment, cluster-1


X: -3.3696, Y: 6.492, P: valuation by IFA, cluster6


X: -4.6966, Y: 9.2127, P: investment in PFA concern, cluster10


X: -4.7529, Y: 9.1531, P: investment in HPS concern, cluster10


X: -3.5954, Y: 9.0956, P: deposit for PFA and HPS concern, cluster31


X: -3.5649, Y: 9.1148, P: deposit for HPS concern, cluster31


X: 4.61, Y: 15.3953, P: audit committee opinion, cluster53


X: -1.0857, Y: 12.7312, P: request OTO to clarify, cluster-1


X: -1.1004, Y: 13.2185, P: request OTO to disclose, cluster26


X: -4.9731, Y: 7.573, P: remind shareholders, cluster27


X: 1.6783, Y: 11.4912, P: make false statement, cluster24


X: -1.0501, Y: 13.7856, P: provide false information, cluster26


X: 8.7307, Y: 9.9521, P: extend maturity of bonds, cluster33


X: 6.4701, Y: 16.2058, P: modify interest rate of bonds, cluster62


X: 9.0864, Y: 9.5799, P: require bondholder representative to analyze impact, cluster33


X: 9.093, Y: 9.5651, P: act as bondholder representative, cluster33


X: -4.2722, Y: 6.3073, P: sell stock with inside information, cluster35


X: 1.5613, Y: 7.3983, P: regret for missing to be shipped, cluster23


X: 4.7559, Y: 10.2336, P: discussed about, cluster-1


X: 0.9651, Y: 6.5172, P: provide train service, cluster29


X: 2.9519, Y: 6.8972, P: prepare to play against, cluster56


X: 5.1793, Y: 9.1121, P: host online shopping festival, cluster20


X: -3.4371, Y: 6.5123, P: promote sales of 3C product, cluster6


X: 3.3427, Y: 7.4108, P: hold super holidays, cluster-1


X: -0.3694, Y: 8.1346, P: organize livestreaming e-commerce sales, cluster9


X: 4.4385, Y: 9.0316, P: launch cultural heritage shopping festival, cluster20


X: -2.7341, Y: 4.7336, P: increase interest income, cluster11


X: 8.4593, Y: 11.259, P: increase loan, cluster28


X: -0.2179, Y: 5.3356, P: increase NPL, cluster-1


X: -1.4585, Y: 5.4006, P: decrease non interest income, cluster22


X: -1.5657, Y: 5.4605, P: decrease securities commission income, cluster22


X: -4.5463, Y: 9.8727, P: increase fund management fee, cluster17


X: -2.5727, Y: 5.9381, P: increase operating expenses, cluster6


X: -1.1444, Y: 5.8444, P: decrease ECL, cluster22


X: -3.014, Y: 4.4637, P: increase basic earnings per share, cluster11


X: -0.4515, Y: 5.3978, P: increase ROAE, cluster-1


X: -0.1727, Y: 5.3163, P: increase NPLs, cluster-1


X: -0.1625, Y: 5.3131, P: increase NPL ratio, cluster-1


X: -1.5451, Y: 5.4466, P: decrease non interest income Q4, cluster22


X: -1.5887, Y: 5.4414, P: decrease securities commission income Q4, cluster22


X: -1.6369, Y: 5.4134, P: decrease bank fee income Q4, cluster22


X: 3.68, Y: 10.0217, P: joint work, cluster34


X: 6.2626, Y: 11.2684, P: not involve water pollution, cluster55


X: 6.2767, Y: 11.21, P: set up artificial pond for water lantern, cluster55


X: -3.8363, Y: 1.8067, P: have insurance, cluster58


X: 3.6106, Y: 12.0582, P: cover damage, cluster32


X: 3.6187, Y: 11.8214, P: cover accident, cluster32


X: 2.5641, Y: 16.0856, P: promote export, cluster46


X: 2.423, Y: 15.9109, P: export food, cluster46


X: 1.1442, Y: 6.3754, P: reduce traffic congestion, cluster29


X: 1.314, Y: 11.1459, P: experience, cluster15


X: 0.7027, Y: 3.8825, P: involve investment scam, cluster42


X: -0.8572, Y: 13.9927, P: involve fraudulent reporting, cluster26


X: -7.849, Y: 10.5501, P: former spouse of, cluster75


X: 3.8419, Y: 8.7925, P: layoff employee, cluster-1


X: 2.6412, Y: 13.9142, P: stop production, cluster45


X: -1.3604, Y: 6.1817, P: reduce production, cluster22


X: 2.7047, Y: 14.0626, P: cancel activity, cluster45


X: 8.3747, Y: 11.1051, P: restructure cost, cluster28


X: -1.1698, Y: 4.4368, P: growth slowdown, cluster13


X: -1.7644, Y: 5.751, P: reduce demand, cluster22


X: -1.0989, Y: 3.7701, P: predict gdp growth, cluster13


X: -1.0785, Y: 3.762, P: predict impact gdp growth, cluster13


X: 2.1597, Y: 10.9472, P: impact economy, cluster24


X: -6.7046, Y: 7.06, P: impact monetary policy, cluster69


X: 3.0233, Y: 11.9387, P: predict political tension, cluster32


X: 3.0514, Y: 12.0049, P: predict opportunity political tension, cluster32


X: 6.0233, Y: 11.3588, P: support flood victim, cluster55


X: 2.719, Y: 11.2284, P: have opinion, cluster24


X: -1.1738, Y: 7.7213, P: in industry, cluster9


X: -3.9429, Y: 7.6305, P: has asset liability, cluster27


X: 8.5014, Y: 11.1239, P: number of creditors, cluster28


X: 1.268, Y: 14.4024, P: arrested for, cluster-1


X: 1.641, Y: 13.7236, P: charged with, cluster19


X: 0.9078, Y: 14.2017, P: request extradition, cluster19


X: 7.2945, Y: 1.5516, P: issued arrest warrant, cluster89


X: -7.0639, Y: 6.6644, P: depeg from USD, cluster69


X: 4.8333, Y: 9.1925, P: has exhibition, cluster20


X: 1.9647, Y: 8.6829, P: is located in, cluster23


X: 1.0912, Y: 6.3435, P: has traffic from, cluster29


X: 2.0924, Y: 7.8327, P: clarify trial duration, cluster23


X: -1.7844, Y: 7.6682, P: has subsidiary, cluster39


X: -3.2416, Y: 8.4034, P: own illegal gambling den, cluster7


X: 3.0618, Y: 6.6604, P: competitor of, cluster56


X: -3.538, Y: 6.3279, P: sold smartphones, cluster6


X: -3.6283, Y: 6.2768, P: sold more smartphones, cluster6


X: -3.3284, Y: 6.4803, P: competed sales, cluster6


X: 1.1096, Y: 10.8692, P: faced challenges, cluster15


X: 2.2981, Y: 9.59, P: entering, cluster18


X: 3.6074, Y: 12.0967, P: assess damage, cluster32


X: 1.0974, Y: 10.887, P: has challenge, cluster15


X: 7.3912, Y: 4.105, P: plan to sell ipo, cluster38


X: 8.8652, Y: 11.3434, P: has high debt, cluster28


X: -2.6686, Y: 4.2758, P: has volatile profit, cluster11


X: -8.5789, Y: 5.3164, P: has outstanding bond value, cluster59


X: 8.9471, Y: 11.4374, P: has high debt to equity ratio, cluster28


X: -1.6267, Y: 5.4166, P: has low profit, cluster22


X: -1.4329, Y: 7.114, P: has high financial leverage, cluster39


X: -1.0924, Y: 7.4419, P: operate business, cluster9


X: 0.5034, Y: 6.5776, P: open branch, cluster29


X: 0.5105, Y: 6.5719, P: branch type, cluster29


X: -0.1765, Y: 8.6765, P: offer promotion, cluster2


X: 1.0422, Y: 13.5338, P: defamation by, cluster19


X: -5.914, Y: 3.8602, P: has backlog, cluster85


X: -1.0142, Y: 5.1127, P: have index value, cluster-1


X: 2.1848, Y: 10.0885, P: have person, cluster0


X: -5.8168, Y: 5.417, P: not lose position, cluster-1


X: -5.0738, Y: 5.8817, P: hold share of, cluster35


X: -1.0735, Y: 3.7675, P: announce gdp growth of, cluster13


X: -1.08, Y: 3.7678, P: have gdp growth announcement, cluster13


X: 3.5305, Y: 13.0945, P: identify risk, cluster51


X: -1.0617, Y: 5.1139, P: have SET index, cluster-1


X: 1.2269, Y: 8.5273, P: score goal, cluster3


X: 0.6158, Y: 10.8633, P: preferred by, cluster1


X: -0.454, Y: 5.3948, P: attractiveness increased, cluster-1


X: -2.9281, Y: 6.5799, P: offer discount, cluster6


X: -1.015, Y: 5.1223, P: has index value, cluster-1


X: 0.0249, Y: 10.9768, P: work on policy, cluster4


X: 2.3539, Y: 6.4609, P: distributor of, cluster56


X: 0.077, Y: 10.0865, P: guarantee for, cluster1


X: -1.2613, Y: 4.0284, P: estimate economy growth, cluster13


X: 2.686, Y: 16.2334, P: estimate export growth, cluster46


X: 2.7478, Y: 16.2909, P: estimate import growth, cluster46


X: -6.7083, Y: 7.0064, P: estimate inflation, cluster69


X: -2.9239, Y: 8.8696, P: estimate current account balance, cluster-1


X: -3.8196, Y: 2.6779, P: estimate foreign tourist, cluster58


X: -3.8952, Y: 2.6233, P: estimate tourism revenue, cluster58


X: -7.0596, Y: 6.6532, P: estimate exchange rate, cluster69


X: 1.5046, Y: 2.0877, P: estimate oil price, cluster54


X: 1.1964, Y: 9.8379, P: character, cluster0


X: -3.2066, Y: 4.5616, P: profit per share, cluster11


X: -3.1424, Y: 4.5618, P: profit per share estimation, cluster11


X: -5.0298, Y: 7.3902, P: shareholder of, cluster27


X: -0.1444, Y: 12.5537, P: request electronic files, cluster8


X: 2.6794, Y: 14.0032, P: ยกเลิกจุดการค้าหน้า, cluster45


X: 1.7853, Y: 9.5159, P: ลงพื้นที่ติดตาม, cluster0


X: 1.6258, Y: 10.2756, P: ทำความเข้าใจ, cluster0


X: 3.8969, Y: 10.5697, P: ให้ความร่วมมือ, cluster34


X: -0.5754, Y: 7.568, P: จัดเก็บอุปกรณ์ทำการค้า, cluster16


X: 2.1779, Y: 9.5107, P: ล้างทำความสะอาด, cluster18


X: -1.7707, Y: 7.6718, P: subsidiary of, cluster39


X: -0.7632, Y: 11.5678, P: approve in principle, cluster4


X: 4.8885, Y: 8.7482, P: establish special committee, cluster20


X: 0.1544, Y: 11.0826, P: prepare to debate the government's policy promises, cluster4


X: 3.0099, Y: 11.2319, P: affirm that the party will perform its opposition duties fully, cluster30


X: -6.2091, Y: 8.6989, P: highlight the lack of budget allocation for the government's policy promises, cluster-1


X: -6.2849, Y: 8.6405, P: urge to proceed budget deliberation, cluster-1


X: -0.3883, Y: 9.9117, P: confident to answer all questions, cluster1


X: -0.9464, Y: 4.3435, P: plan to stimulate economy, cluster13


X: 1.3503, Y: 11.2103, P: intended to improve people's wellbeing, cluster15


X: -1.7378, Y: 5.4358, P: lower sales growth in 2023, cluster22


X: -1.8879, Y: 4.7422, P: lower earnings in Q4 2022, cluster13


X: 0.5657, Y: 6.379, P: preparing to launch new vehicle in Texas, cluster29


X: 1.7246, Y: 9.1767, P: supplier of display screens for Tesla's Model 3, cluster3


X: -1.7146, Y: 0.591, P: supplier of batteries for Tesla, cluster76


X: 3.0457, Y: 6.6858, P: competitor of Tesla, cluster56


X: -4.4166, Y: 8.9687, P: support foreign direct investment, cluster10


X: -0.6432, Y: 6.8888, P: support business expansion, cluster37


X: -3.2666, Y: 8.4472, P: support trade and investment, cluster7


X: -4.8586, Y: 8.6065, P: connect business and investors, cluster10


X: -1.2113, Y: 4.2212, P: support business growth, cluster13


X: -1.0764, Y: 4.0949, P: support economic growth, cluster13


X: -3.3626, Y: 9.778, P: support financial stability, cluster17


X: 1.1921, Y: 9.1873, P: originated from, cluster3


X: 3.6843, Y: 8.8857, P: has heritage, cluster-1


X: 2.0901, Y: 10.4664, P: pray for good, cluster0


X: 0.0323, Y: 10.9643, P: have policy, cluster4


X: -3.2867, Y: 9.7467, P: provide islamic finacial services, cluster17


X: -3.5706, Y: 7.623, P: transfer to, cluster7


X: -3.5502, Y: 7.6206, P: transfer from, cluster7


X: 2.3519, Y: 9.0491, P: nationality, cluster18


X: 0.906, Y: 7.3269, P: ขับเคลื่อน, cluster-1


X: 4.0237, Y: 13.0131, P: ติดเชื้อHIV, cluster51


X: -1.4751, Y: 4.2807, P: report FDI growth, cluster13


X: -1.6349, Y: 4.2753, P: report FDI Q4 growth, cluster13


X: -1.5081, Y: 4.3474, P: report FDI sector, cluster13


X: -1.5374, Y: 4.349, P: report FDI sector value, cluster13


X: -1.502, Y: 4.3728, P: report FDI top source, cluster13


X: -0.1691, Y: 9.3403, P: support autistic artist, cluster2


X: 1.3749, Y: 8.9557, P: design for, cluster3


X: 2.5904, Y: 8.3581, P: has headquarter in, cluster23


X: 1.8805, Y: 7.1921, P: close mine in, cluster-1


X: 5.4569, Y: 9.1393, P: host exhibition, cluster20


X: 0.3116, Y: 9.5228, P: has strategy, cluster1


X: -2.0655, Y: 8.4898, P: has target customer, cluster25


X: 1.7279, Y: 8.6152, P: has target location, cluster3


X: 3.026, Y: 6.8146, P: play match, cluster56


X: 8.296, Y: 11.1636, P: knum tighten lending, cluster28


X: 8.4195, Y: 11.2337, P: knum benefit from lending tightening, cluster28


X: 1.1977, Y: 14.2206, P: convicted of, cluster19


X: -6.213, Y: 8.6492, P: have question on budget, cluster-1


X: 7.6473, Y: 17.4539, P: announced gold price, cluster83


X: 7.6384, Y: 17.445, P: gold price increased, cluster83


X: 7.6457, Y: 17.4521, P: gold price buy, cluster83


X: 7.6463, Y: 17.4525, P: gold price sell, cluster83


X: 7.6465, Y: 17.4528, P: gold ornament price buy, cluster83


X: 7.646, Y: 17.4521, P: gold ornament price sell, cluster83


X: -0.197, Y: 7.916, P: plan to build digital infrastructure, cluster9


X: -4.3261, Y: 2.8558, P: have 5G base stations, cluster58


X: -4.3171, Y: 2.8474, P: upgrade 5G network in hospitals, cluster58


X: -4.3344, Y: 2.8758, P: upgrade 5G network along expressways, cluster58


X: -4.2877, Y: 2.8243, P: promote 5G application in education, cluster58


X: -4.1873, Y: 2.7331, P: promote 5G application in tourism, cluster58


X: -4.293, Y: 2.8328, P: promote 5G application in healthcare, cluster58


X: -4.2816, Y: 2.8255, P: promote 5G application in energy, cluster58


X: -4.3089, Y: 2.8396, P: have signed 5G application projects, cluster58


X: -4.3157, Y: 2.8481, P: have 5G industrial internet projects, cluster58


X: -4.307, Y: 2.8496, P: have 5G factories, cluster58


X: -0.1655, Y: 8.5553, P: encourage cities to build large-scale intelligent computing centers, cluster2


X: -0.3605, Y: 7.5388, P: support the development of industrial manufacturing, cluster16


X: -0.2659, Y: 9.1643, P: support the development of IoV, cluster2


X: 2.2672, Y: 3.4022, P: support the development of smart grids, cluster50


X: -0.2224, Y: 7.9128, P: plan to develop digital infrastructure, cluster9


X: -0.3404, Y: 8.8434, P: aim to cover every township, cluster2


X: -0.3226, Y: 8.8413, P: aim to cover every town, cluster2


X: -4.3068, Y: 2.8557, P: aim to cover most villages with 5G network, cluster58


X: 1.152, Y: 8.8121, P: aim to achieve the goal by, cluster3


X: 1.5672, Y: 7.787, P: made maximum break, cluster23


X: 3.0376, Y: 6.6994, P: prepare to compete, cluster56


X: -3.5978, Y: 5.7184, P: stock price change, cluster6


X: -0.913, Y: 8.1338, P: has fruiting season, cluster9


X: -0.1472, Y: 9.9597, P: can be processed into, cluster1


X: 1.5547, Y: 11.3412, P: has medicinal properties, cluster24


X: 3.6191, Y: 11.8192, P: summarize accident report, cluster32


X: 2.784, Y: 11.3811, P: have weapon embargo, cluster30


X: 2.5953, Y: 11.3661, P: have no weapon embargo, cluster24


X: -1.5046, Y: 5.4001, P: see opportunity for business decline, cluster22


X: -0.791, Y: 7.4565, P: reason not start business, cluster9


X: -1.8648, Y: 5.9574, P: reduce price, cluster22


X: 0.9192, Y: 11.0198, P: have problem, cluster15


X: -0.3887, Y: 9.3152, P: need support, cluster2


X: 0.0843, Y: 9.965, P: promise support, cluster1


X: 2.0993, Y: 8.4316, P: promise visit, cluster23


X: -0.4083, Y: 8.6994, P: develop AI products, cluster2


X: 0.8303, Y: 6.7403, P: support construction of cable car, cluster29


X: 0.8382, Y: 6.784, P: present plan of cable car construction, cluster29


X: 0.8131, Y: 6.5922, P: consider environmental impact of cable car, cluster29


X: -7.1577, Y: 12.4178, P: suggest eliminate fossil fuels, cluster65


X: -7.1733, Y: 12.4362, P: support fossil fuels, cluster65


X: 0.4803, Y: 11.9386, P: request to study, cluster15


X: -0.1092, Y: 7.8916, P: has plan to improve infrastructure, cluster16


X: 3.0338, Y: 11.9401, P: plan to attack, cluster32


X: 2.7752, Y: 11.8555, P: plan to destroy, cluster32


X: -2.5997, Y: 4.3714, P: increase net income, cluster11


X: 8.4156, Y: 11.2301, P: increase consumer loan, cluster28


X: -0.1826, Y: 5.3231, P: increase NPL Ratio, cluster-1


X: -4.4843, Y: 9.7315, P: increase reserve ratio, cluster17


X: -5.2366, Y: 10.1938, P: increase capital adequacy ratio, cluster-1


X: -1.0658, Y: 5.81, P: decreased by, cluster22


X: -0.4544, Y: 5.3853, P: increased by, cluster-1


X: -1.6395, Y: 8.9501, P: offer promotio, cluster25


X: -1.41, Y: 8.7699, P: offer product, cluster25


X: -1.9547, Y: 5.7237, P: decline in stock price, cluster22


X: 2.472, Y: 10.7996, P: apologize for, cluster24


X: 2.4239, Y: 10.8051, P: apologize to, cluster24


X: -3.115, Y: 4.3829, P: has revenue from, cluster11


X: 4.4802, Y: 5.9306, P: has percent of voting rights after sale, cluster49


X: 4.4775, Y: 5.942, P: has percent of voting rights before sale, cluster49


X: -2.713, Y: 4.029, P: increase profit percent, cluster11


X: -2.7631, Y: 4.7049, P: increase revenue interest income, cluster11


X: -2.7646, Y: 4.7482, P: increase revenue investment income, cluster11


X: 8.5108, Y: 11.2556, P: decrease loan growth, cluster28


X: -4.5436, Y: 9.779, P: increase reserve, cluster17


X: -2.7074, Y: 4.6319, P: increase non interest income, cluster11


X: -2.5581, Y: 5.9135, P: increase cost of operation, cluster6


X: 8.7947, Y: 11.3194, P: increase credit loss provision, cluster28


X: 2.871, Y: 14.2808, P: suspend short selling, cluster45


X: 1.4946, Y: 2.1092, P: benefit from oil price, cluster54


X: 6.7096, Y: 2.1759, P: sign free visa, cluster91


X: 0.4805, Y: 10.8069, P: announce decision, cluster1


X: -2.0649, Y: 11.8097, P: push to amend article 112, cluster40


X: -2.7443, Y: 7.7031, P: highest trading value, cluster7


X: 3.9789, Y: 12.2599, P: report flu cases, cluster41


X: 4.0392, Y: 12.2552, P: report flu deaths, cluster41


X: 4.0482, Y: 12.3074, P: report flu cases per capita, cluster41


X: 5.2739, Y: 9.3542, P: attend World Economic Forum 2024, cluster20


X: 6.4401, Y: 7.6192, P: lead government represent Thailand World Economic Forum 2024, cluster48


X: 4.0456, Y: 13.9509, P: participate panel Clear-Eyed about Crypto, cluster51


X: 5.3536, Y: 9.3418, P: speak at World Economic Forum 2024, cluster20


X: -1.1496, Y: 3.9662, P: predict growth of, cluster13


X: 0.5409, Y: 11.0942, P: issue statement about, cluster15


X: 2.2887, Y: 10.9504, P: regret about, cluster24


X: 4.3634, Y: 6.9028, P: candidate for leader, cluster36


X: 0.3141, Y: 9.6833, P: plan economic attack, cluster1


X: 2.618, Y: 11.7992, P: criticize EU support, cluster32


X: -7.6851, Y: 10.4164, P: have good relationship, cluster75


X: 3.5147, Y: 13.1412, P: not accept financial threat, cluster51


X: -4.296, Y: 10.6076, P: ให้ความรู้ทางการเงิน, cluster-1


X: -4.4906, Y: 10.8693, P: ส่งมอบองค์ความรู้การเงินขั้นพื้นฐาน, cluster-1


X: -2.3203, Y: 14.033, P: request to postpone event, cluster43


X: -2.3143, Y: 14.0101, P: receive request to postpone event, cluster43


X: 5.837, Y: 11.3295, P: deny impact on disaster relief, cluster55


X: 3.4076, Y: 11.1057, P: state no conflict with government stance, cluster30


X: -0.3869, Y: 10.1657, P: have preparation concerns, cluster1


X: 2.1973, Y: 8.2856, P: has tourist from, cluster23


X: 0.5241, Y: 6.19, P: deliver EV trucks, cluster29


X: 0.5076, Y: 6.156, P: receive EV trucks, cluster29


X: -7.2626, Y: 12.4813, P: support reduce carbon emission, cluster65


X: 0.5095, Y: 6.1512, P: use EV trucks, cluster29


X: -7.0685, Y: 6.6561, P: predict currency value, cluster69


X: -7.0637, Y: 6.6492, P: observe currency value, cluster69


X: -3.6579, Y: 5.7838, P: observe stock market, cluster6


X: -0.6527, Y: 15.001, P: hope to join team, cluster-1


X: -2.7994, Y: 4.7348, P: revenue increase, cluster11


X: -1.7965, Y: 3.8367, P: revenue target, cluster13


X: -5.5544, Y: 9.0525, P: investment plan, cluster10


X: -5.046, Y: 9.1633, P: investment focus, cluster10


X: -5.0141, Y: 9.1179, P: consider investment, cluster10


X: -0.0798, Y: -2.4096, P: dividend payment, cluster77


X: 3.0698, Y: 6.6904, P: has competitor, cluster56