qa_id,question_id,gold_answer_id,distractor_ids,context_snippet,topic_l1,topic_l2,bloom_level,difficulty
0,0,0,"[1, 2, 3]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Municipal Bonds,3,0.19115
1,1,4,"[5, 6, 7]",The Corporate Governance framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Corporate Governance,2,0.222514
2,2,8,"[9, 10, 11]","Practitioners in Quantitative Methods routinely apply Correlation & Covariance as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Correlation & Covariance,5,0.900493
3,3,12,"[13, 14, 15]",Recent academic research has highlighted the importance of Time Value of Money in explaining cross-sectional return differences in the Quantitative Methods universe.,Quantitative Methods,Time Value of Money,3,0.303143
4,4,16,"[17, 18, 19]",Regulatory guidance issued in the past five years has clarified expectations around the application of Duration & Convexity in client-facing Fixed Income advisory contexts.,Fixed Income,Duration & Convexity,2,0.112065
5,5,20,"[21, 22, 23]","According to recent market analysis, the Risk Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Risk Management,Stress Testing & Scenario Analysis,2,0.232665
6,6,24,"[25, 26, 27]",The Credit Analysis & Ratings framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Credit Analysis & Ratings,6,0.906815
7,7,28,"[29, 30, 31]","Practitioners in Quantitative Methods routinely apply Statistical Analysis — Regression as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Statistical Analysis — Regression,2,0.296465
8,8,32,"[33, 34, 35]",Recent academic research has highlighted the importance of Proxy Voting & Shareholder Rights in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,Proxy Voting & Shareholder Rights,3,0.094994
9,9,36,"[37, 38, 39]",Regulatory guidance issued in the past five years has clarified expectations around the application of Asset Allocation — Strategic in client-facing Portfolio Management advisory contexts.,Portfolio Management,Asset Allocation — Strategic,2,0.329519
10,10,40,"[41, 42, 43]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Yield Curve Dynamics,2,0.59017
11,11,44,"[45, 46, 47]",The Asset Allocation — Strategic framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Portfolio Management,Asset Allocation — Strategic,4,0.566202
12,12,48,"[49, 50, 51]","Practitioners in Portfolio Management routinely apply Modern Portfolio Theory as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Portfolio Management,Modern Portfolio Theory,3,0.432244
13,13,52,"[53, 54, 55]",Recent academic research has highlighted the importance of Trade & Current Account in explaining cross-sectional return differences in the Economics universe.,Economics,Trade & Current Account,2,0.430995
14,14,56,"[57, 58, 59]",Regulatory guidance issued in the past five years has clarified expectations around the application of Capital Structure — Debt vs Equity in client-facing Corporate Finance advisory contexts.,Corporate Finance,Capital Structure — Debt vs Equity,1,0.173896
15,15,60,"[61, 62, 63]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Treasury & Government Bonds,1,0.099595
16,16,64,"[65, 66, 67]",The Bond Pricing & Yield framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Bond Pricing & Yield,3,0.753193
17,17,68,"[69, 70, 71]","Practitioners in Regulation & Ethics routinely apply Insider Trading Rules as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Regulation & Ethics,Insider Trading Rules,2,0.174138
18,18,72,"[73, 74, 75]",Recent academic research has highlighted the importance of Value at Risk (VaR) in explaining cross-sectional return differences in the Risk Management universe.,Risk Management,Value at Risk (VaR),4,0.764294
19,19,76,"[77, 78, 79]",Regulatory guidance issued in the past five years has clarified expectations around the application of Bond Pricing & Yield in client-facing Fixed Income advisory contexts.,Fixed Income,Bond Pricing & Yield,1,0.153395
20,20,80,"[81, 82, 83]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,Fiduciary Duty & Suitability,3,0.140027
21,21,84,"[85, 86, 87]",The Convertible Bonds framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Convertible Bonds,3,0.372316
22,22,88,"[89, 90, 91]","Practitioners in Fixed Income routinely apply Credit Analysis & Ratings as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Credit Analysis & Ratings,6,0.831856
23,23,92,"[93, 94, 95]",Recent academic research has highlighted the importance of Probability & Distributions in explaining cross-sectional return differences in the Quantitative Methods universe.,Quantitative Methods,Probability & Distributions,2,0.135762
24,24,96,"[97, 98, 99]",Regulatory guidance issued in the past five years has clarified expectations around the application of Dodd-Frank & Financial Reform in client-facing Regulation & Ethics advisory contexts.,Regulation & Ethics,Dodd-Frank & Financial Reform,3,0.659305
25,25,100,"[101, 102, 103]","According to recent market analysis, the Behavioral Finance sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Behavioral Finance,Herding & Market Bubbles,3,0.599837
26,26,104,"[105, 106, 107]",The Corporate Governance framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Corporate Governance,3,0.600478
27,27,108,"[109, 110, 111]","Practitioners in Quantitative Methods routinely apply Correlation & Covariance as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Correlation & Covariance,2,0.108484
28,28,112,"[113, 114, 115]",Recent academic research has highlighted the importance of Leveraged Buyouts in explaining cross-sectional return differences in the Corporate Finance universe.,Corporate Finance,Leveraged Buyouts,1,0.013999
29,29,116,"[117, 118, 119]",Regulatory guidance issued in the past five years has clarified expectations around the application of Equity Valuation — DCF in client-facing Equities advisory contexts.,Equities,Equity Valuation — DCF,2,0.213851
30,30,120,"[121, 122, 123]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Valuation — DCF,3,0.386596
31,31,124,"[125, 126, 127]",The CFA Institute Code of Ethics framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Regulation & Ethics,CFA Institute Code of Ethics,4,0.309055
32,32,128,"[129, 130, 131]","Practitioners in Economics routinely apply Monetary Policy & Interest Rates as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Monetary Policy & Interest Rates,1,0.127904
33,33,132,"[133, 134, 135]",Recent academic research has highlighted the importance of Small Cap & Micro Cap in explaining cross-sectional return differences in the Equities universe.,Equities,Small Cap & Micro Cap,3,0.718345
34,34,136,"[137, 138, 139]",Regulatory guidance issued in the past five years has clarified expectations around the application of Bond Pricing & Yield in client-facing Fixed Income advisory contexts.,Fixed Income,Bond Pricing & Yield,2,0.461839
35,35,140,"[141, 142, 143]","According to recent market analysis, the Real Assets sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Real Assets,Real Estate Valuation,4,0.758319
36,36,144,"[145, 146, 147]",The Bond Pricing & Yield framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Bond Pricing & Yield,5,0.774918
37,37,148,"[149, 150, 151]","Practitioners in Fixed Income routinely apply Inflation-Linked Bonds (TIPS) as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Inflation-Linked Bonds (TIPS),1,0.318298
38,38,152,"[153, 154, 155]",Recent academic research has highlighted the importance of Equity Valuation — DCF in explaining cross-sectional return differences in the Equities universe.,Equities,Equity Valuation — DCF,3,0.750479
39,39,156,"[157, 158, 159]",Regulatory guidance issued in the past five years has clarified expectations around the application of Duration & Convexity in client-facing Fixed Income advisory contexts.,Fixed Income,Duration & Convexity,3,0.564596
40,40,160,"[161, 162, 163]","According to recent market analysis, the Risk Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Risk Management,Liquidity Risk,3,0.1819
41,41,164,"[165, 166, 167]",The Capital Structure — Debt vs Equity framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Corporate Finance,Capital Structure — Debt vs Equity,1,0.068849
42,42,168,"[169, 170, 171]","Practitioners in Derivatives routinely apply Swaps — Credit Default as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Derivatives,Swaps — Credit Default,2,0.146926
43,43,172,"[173, 174, 175]",Recent academic research has highlighted the importance of Prospect Theory & Loss Aversion in explaining cross-sectional return differences in the Behavioral Finance universe.,Behavioral Finance,Prospect Theory & Loss Aversion,3,0.44817
44,44,176,"[177, 178, 179]",Regulatory guidance issued in the past five years has clarified expectations around the application of Treasury & Government Bonds in client-facing Fixed Income advisory contexts.,Fixed Income,Treasury & Government Bonds,2,0.335527
45,45,180,"[181, 182, 183]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Share Buybacks & Capital Returns,1,0.020388
46,46,184,"[185, 186, 187]",The Preferred Shares framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Preferred Shares,4,0.762731
47,47,188,"[189, 190, 191]","Practitioners in Economics routinely apply Currency & Exchange Rates as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Currency & Exchange Rates,3,0.283638
48,48,192,"[193, 194, 195]",Recent academic research has highlighted the importance of Mortgage-Backed Securities in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Mortgage-Backed Securities,2,0.386675
49,49,196,"[197, 198, 199]",Regulatory guidance issued in the past five years has clarified expectations around the application of SEC Regulations & Reporting in client-facing Regulation & Ethics advisory contexts.,Regulation & Ethics,SEC Regulations & Reporting,2,0.129936
50,50,200,"[201, 202, 203]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Share Buybacks & Capital Returns,5,0.501744
51,51,204,"[205, 206, 207]",The Value at Risk (VaR) framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Risk Management,Value at Risk (VaR),4,0.530282
52,52,208,"[209, 210, 211]","Practitioners in Equities routinely apply Preferred Shares as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Preferred Shares,1,0.023694
53,53,212,"[213, 214, 215]",Recent academic research has highlighted the importance of Monetary Policy & Interest Rates in explaining cross-sectional return differences in the Economics universe.,Economics,Monetary Policy & Interest Rates,4,0.70438
54,54,216,"[217, 218, 219]","Regulatory guidance issued in the past five years has clarified expectations around the application of Risk-Adjusted Returns (Sharpe, Sortino) in client-facing Portfolio Management advisory contexts.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",1,0.04683
55,55,220,"[221, 222, 223]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Stock Screening & Factors,3,0.215295
56,56,224,"[225, 226, 227]",The Municipal Bonds framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Municipal Bonds,5,0.837977
57,57,228,"[229, 230, 231]","Practitioners in Alternative Investments routinely apply Hedge Funds — Strategies as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Alternative Investments,Hedge Funds — Strategies,3,0.506242
58,58,232,"[233, 234, 235]",Recent academic research has highlighted the importance of Monte Carlo Simulation in explaining cross-sectional return differences in the Portfolio Management universe.,Portfolio Management,Monte Carlo Simulation,2,0.52572
59,59,236,"[237, 238, 239]",Regulatory guidance issued in the past five years has clarified expectations around the application of Bond Pricing & Yield in client-facing Fixed Income advisory contexts.,Fixed Income,Bond Pricing & Yield,4,0.390653
60,60,240,"[241, 242, 243]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Share Buybacks & Capital Returns,4,0.677631
61,61,244,"[245, 246, 247]",The Capital Structure — Debt vs Equity framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Corporate Finance,Capital Structure — Debt vs Equity,4,0.775793
62,62,248,"[249, 250, 251]","Practitioners in Fixed Income routinely apply Yield Curve Dynamics as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Yield Curve Dynamics,2,0.1767
63,63,252,"[253, 254, 255]",Recent academic research has highlighted the importance of Treasury & Government Bonds in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Treasury & Government Bonds,3,0.445287
64,64,256,"[257, 258, 259]",Regulatory guidance issued in the past five years has clarified expectations around the application of Farmland & Timberland in client-facing Real Assets advisory contexts.,Real Assets,Farmland & Timberland,4,0.690682
65,65,260,"[261, 262, 263]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Credit Analysis & Ratings,2,0.101427
66,66,264,"[265, 266, 267]",The Factor Investing (Fama-French) framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Portfolio Management,Factor Investing (Fama-French),1,0.31622
67,67,268,"[269, 270, 271]","Practitioners in Risk Management routinely apply Market Risk — Systematic vs Idiosyncratic as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Risk Management,Market Risk — Systematic vs Idiosyncratic,2,0.13421
68,68,272,"[273, 274, 275]",Recent academic research has highlighted the importance of SEC Regulations & Reporting in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,SEC Regulations & Reporting,1,0.253604
69,69,276,"[277, 278, 279]",Regulatory guidance issued in the past five years has clarified expectations around the application of Asset Allocation — Strategic in client-facing Portfolio Management advisory contexts.,Portfolio Management,Asset Allocation — Strategic,5,0.890384
70,70,280,"[281, 282, 283]","According to recent market analysis, the Portfolio Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Portfolio Management,Portfolio Rebalancing,4,0.519593
71,71,284,"[285, 286, 287]",The Probability & Distributions framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Quantitative Methods,Probability & Distributions,2,0.344802
72,72,288,"[289, 290, 291]","Practitioners in Equities routinely apply Equity Valuation — DCF as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Equity Valuation — DCF,3,0.524551
73,73,292,"[293, 294, 295]",Recent academic research has highlighted the importance of Cognitive Biases in Investing in explaining cross-sectional return differences in the Behavioral Finance universe.,Behavioral Finance,Cognitive Biases in Investing,1,0.161438
74,74,296,"[297, 298, 299]",Regulatory guidance issued in the past five years has clarified expectations around the application of Stress Testing & Scenario Analysis in client-facing Risk Management advisory contexts.,Risk Management,Stress Testing & Scenario Analysis,2,0.478779
75,75,300,"[301, 302, 303]","According to recent market analysis, the Portfolio Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Portfolio Management,Portfolio Optimization,1,0.077996
76,76,304,"[305, 306, 307]",The Time Value of Money framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Quantitative Methods,Time Value of Money,4,0.568915
77,77,308,"[309, 310, 311]","Practitioners in Risk Management routinely apply Value at Risk (VaR) as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Risk Management,Value at Risk (VaR),3,0.595121
78,78,312,"[313, 314, 315]",Recent academic research has highlighted the importance of Employment & Labor Markets in explaining cross-sectional return differences in the Economics universe.,Economics,Employment & Labor Markets,3,0.215175
79,79,316,"[317, 318, 319]",Regulatory guidance issued in the past five years has clarified expectations around the application of Dividend Discount Models in client-facing Equities advisory contexts.,Equities,Dividend Discount Models,3,0.451769
80,80,320,"[321, 322, 323]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Index Construction,3,0.348894
81,81,324,"[325, 326, 327]",The Employment & Labor Markets framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,Employment & Labor Markets,4,0.51218
82,82,328,"[329, 330, 331]","Practitioners in Portfolio Management routinely apply Portfolio Rebalancing as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Portfolio Management,Portfolio Rebalancing,1,0.049689
83,83,332,"[333, 334, 335]",Recent academic research has highlighted the importance of Callable & Putable Bonds in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Callable & Putable Bonds,3,0.598644
84,84,336,"[337, 338, 339]",Regulatory guidance issued in the past five years has clarified expectations around the application of IPO & Secondary Offerings in client-facing Equities advisory contexts.,Equities,IPO & Secondary Offerings,1,0.270035
85,85,340,"[341, 342, 343]","According to recent market analysis, the Risk Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Risk Management,Risk Budgeting,2,0.157445
86,86,344,"[345, 346, 347]",The Dividend Policy framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Corporate Finance,Dividend Policy,2,0.389501
87,87,348,"[349, 350, 351]","Practitioners in Equities routinely apply Equity Valuation — DCF as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Equity Valuation — DCF,5,0.91322
88,88,352,"[353, 354, 355]",Recent academic research has highlighted the importance of Municipal Bonds in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Municipal Bonds,6,0.920957
89,89,356,"[357, 358, 359]",Regulatory guidance issued in the past five years has clarified expectations around the application of Bond Pricing & Yield in client-facing Fixed Income advisory contexts.,Fixed Income,Bond Pricing & Yield,1,0.203712
90,90,360,"[361, 362, 363]","According to recent market analysis, the Alternative Investments sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Alternative Investments,Infrastructure Investing,1,0.202406
91,91,364,"[365, 366, 367]",The Time Series Analysis framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Quantitative Methods,Time Series Analysis,2,0.566682
92,92,368,"[369, 370, 371]","Practitioners in Quantitative Methods routinely apply Time Value of Money as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Time Value of Money,3,0.587081
93,93,372,"[373, 374, 375]",Recent academic research has highlighted the importance of SEC Regulations & Reporting in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,SEC Regulations & Reporting,6,0.464283
94,94,376,"[377, 378, 379]",Regulatory guidance issued in the past five years has clarified expectations around the application of Liability-Driven Investing in client-facing Portfolio Management advisory contexts.,Portfolio Management,Liability-Driven Investing,5,0.907241
95,95,380,"[381, 382, 383]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Corporate Bonds,3,0.34114
96,96,384,"[385, 386, 387]",The CFA Institute Code of Ethics framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Regulation & Ethics,CFA Institute Code of Ethics,4,0.628805
97,97,388,"[389, 390, 391]","Practitioners in Risk Management routinely apply Credit Risk as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Risk Management,Credit Risk,2,0.167385
98,98,392,"[393, 394, 395]",Recent academic research has highlighted the importance of Value at Risk (VaR) in explaining cross-sectional return differences in the Risk Management universe.,Risk Management,Value at Risk (VaR),3,0.510144
99,99,396,"[397, 398, 399]",Regulatory guidance issued in the past five years has clarified expectations around the application of Portfolio Rebalancing in client-facing Portfolio Management advisory contexts.,Portfolio Management,Portfolio Rebalancing,3,0.612673
100,100,400,"[401, 402, 403]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,SEC Regulations & Reporting,1,0.194035
101,101,404,"[405, 406, 407]",The High Yield / Junk Bonds framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,High Yield / Junk Bonds,3,0.385795
102,102,408,"[409, 410, 411]","Practitioners in Risk Management routinely apply Credit Risk as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Risk Management,Credit Risk,2,0.506503
103,103,412,"[413, 414, 415]",Recent academic research has highlighted the importance of Equity Valuation — DCF in explaining cross-sectional return differences in the Equities universe.,Equities,Equity Valuation — DCF,2,0.305059
104,104,416,"[417, 418, 419]",Regulatory guidance issued in the past five years has clarified expectations around the application of Equity Valuation — Multiples in client-facing Equities advisory contexts.,Equities,Equity Valuation — Multiples,1,0.001089
105,105,420,"[421, 422, 423]","According to recent market analysis, the Portfolio Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Portfolio Management,Modern Portfolio Theory,3,0.42805
106,106,424,"[425, 426, 427]",The Options Pricing — Black-Scholes framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Derivatives,Options Pricing — Black-Scholes,4,0.663675
107,107,428,"[429, 430, 431]","Practitioners in Derivatives routinely apply Swaps — Credit Default as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Derivatives,Swaps — Credit Default,2,0.600735
108,108,432,"[433, 434, 435]",Recent academic research has highlighted the importance of Fiduciary Duty & Suitability in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,Fiduciary Duty & Suitability,5,0.544479
109,109,436,"[437, 438, 439]",Regulatory guidance issued in the past five years has clarified expectations around the application of Earnings Analysis & EPS in client-facing Equities advisory contexts.,Equities,Earnings Analysis & EPS,4,0.496496
110,110,440,"[441, 442, 443]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Valuation — Multiples,2,0.472016
111,111,444,"[445, 446, 447]",The Prospect Theory & Loss Aversion framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Behavioral Finance,Prospect Theory & Loss Aversion,3,0.385002
112,112,448,"[449, 450, 451]","Practitioners in Equities routinely apply IPO & Secondary Offerings as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,IPO & Secondary Offerings,2,0.259415
113,113,452,"[453, 454, 455]",Recent academic research has highlighted the importance of Swaps — Credit Default in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Swaps — Credit Default,2,0.308364
114,114,456,"[457, 458, 459]",Regulatory guidance issued in the past five years has clarified expectations around the application of Options Pricing — Black-Scholes in client-facing Derivatives advisory contexts.,Derivatives,Options Pricing — Black-Scholes,4,0.338943
115,115,460,"[461, 462, 463]","According to recent market analysis, the Corporate Finance sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Corporate Finance,Free Cash Flow Analysis,2,0.092996
116,116,464,"[465, 466, 467]",The Value at Risk (VaR) framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Risk Management,Value at Risk (VaR),3,0.46677
117,117,468,"[469, 470, 471]","Practitioners in Quantitative Methods routinely apply Hypothesis Testing as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Hypothesis Testing,1,0.289724
118,118,472,"[473, 474, 475]",Recent academic research has highlighted the importance of Real Estate Valuation in explaining cross-sectional return differences in the Real Assets universe.,Real Assets,Real Estate Valuation,3,0.379539
119,119,476,"[477, 478, 479]",Regulatory guidance issued in the past five years has clarified expectations around the application of Duration & Convexity in client-facing Fixed Income advisory contexts.,Fixed Income,Duration & Convexity,6,0.868552
120,120,480,"[481, 482, 483]","According to recent market analysis, the Corporate Finance sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Corporate Finance,WACC & Cost of Capital,3,0.250619
121,121,484,"[485, 486, 487]",The Employment & Labor Markets framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,Employment & Labor Markets,2,0.326091
122,122,488,"[489, 490, 491]","Practitioners in Alternative Investments routinely apply Distressed Debt as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Alternative Investments,Distressed Debt,1,0.154762
123,123,492,"[493, 494, 495]",Recent academic research has highlighted the importance of Duration & Convexity in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Duration & Convexity,1,0.185091
124,124,496,"[497, 498, 499]",Regulatory guidance issued in the past five years has clarified expectations around the application of Insider Trading Rules in client-facing Regulation & Ethics advisory contexts.,Regulation & Ethics,Insider Trading Rules,2,0.190978
125,125,500,"[501, 502, 503]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Yield Curve Dynamics,2,0.266563
126,126,504,"[505, 506, 507]",The M&A Valuation framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Corporate Finance,M&A Valuation,6,0.915911
127,127,508,"[509, 510, 511]","Practitioners in Equities routinely apply Momentum & Technical Analysis as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Momentum & Technical Analysis,2,0.329141
128,128,512,"[513, 514, 515]",Recent academic research has highlighted the importance of Duration & Convexity in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Duration & Convexity,2,0.252707
129,129,516,"[517, 518, 519]",Regulatory guidance issued in the past five years has clarified expectations around the application of Probability & Distributions in client-facing Quantitative Methods advisory contexts.,Quantitative Methods,Probability & Distributions,5,0.404195
130,130,520,"[521, 522, 523]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Credit Analysis & Ratings,6,0.968253
131,131,524,"[525, 526, 527]",The Options Pricing — Black-Scholes framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Derivatives,Options Pricing — Black-Scholes,3,0.476466
132,132,528,"[529, 530, 531]","Practitioners in Equities routinely apply Momentum & Technical Analysis as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Momentum & Technical Analysis,5,0.826829
133,133,532,"[533, 534, 535]",Recent academic research has highlighted the importance of Hedging with Derivatives in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Hedging with Derivatives,1,0.117071
134,134,536,"[537, 538, 539]",Regulatory guidance issued in the past five years has clarified expectations around the application of Liquidity Risk in client-facing Risk Management advisory contexts.,Risk Management,Liquidity Risk,5,0.394087
135,135,540,"[541, 542, 543]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,SEC Regulations & Reporting,1,0.242065
136,136,544,"[545, 546, 547]",The Statistical Analysis — Regression framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Quantitative Methods,Statistical Analysis — Regression,1,0.013422
137,137,548,"[549, 550, 551]","Practitioners in Economics routinely apply GDP & Economic Indicators as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,GDP & Economic Indicators,3,0.627814
138,138,552,"[553, 554, 555]",Recent academic research has highlighted the importance of Options Greeks in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Options Greeks,4,0.702165
139,139,556,"[557, 558, 559]",Regulatory guidance issued in the past five years has clarified expectations around the application of Bond Pricing & Yield in client-facing Fixed Income advisory contexts.,Fixed Income,Bond Pricing & Yield,3,0.635962
140,140,560,"[561, 562, 563]","According to recent market analysis, the Quantitative Methods sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Quantitative Methods,Time Value of Money,4,0.685491
141,141,564,"[565, 566, 567]",The IPO & Secondary Offerings framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,IPO & Secondary Offerings,2,0.143195
142,142,568,"[569, 570, 571]","Practitioners in Portfolio Management routinely apply Drawdown Management as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Portfolio Management,Drawdown Management,2,0.079115
143,143,572,"[573, 574, 575]",Recent academic research has highlighted the importance of Leveraged Buyouts in explaining cross-sectional return differences in the Corporate Finance universe.,Corporate Finance,Leveraged Buyouts,5,0.726573
144,144,576,"[577, 578, 579]",Regulatory guidance issued in the past five years has clarified expectations around the application of Federal Reserve & Central Banks in client-facing Economics advisory contexts.,Economics,Federal Reserve & Central Banks,3,0.606405
145,145,580,"[581, 582, 583]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Inflation-Linked Bonds (TIPS),1,0.194168
146,146,584,"[585, 586, 587]",The Modern Portfolio Theory framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Portfolio Management,Modern Portfolio Theory,3,0.380014
147,147,588,"[589, 590, 591]","Practitioners in Corporate Finance routinely apply Capital Structure — Debt vs Equity as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Corporate Finance,Capital Structure — Debt vs Equity,2,0.094507
148,148,592,"[593, 594, 595]",Recent academic research has highlighted the importance of Investment Advisor Act in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,Investment Advisor Act,4,0.512189
149,149,596,"[597, 598, 599]",Regulatory guidance issued in the past five years has clarified expectations around the application of Capital Structure — Debt vs Equity in client-facing Corporate Finance advisory contexts.,Corporate Finance,Capital Structure — Debt vs Equity,4,0.689142
150,150,600,"[601, 602, 603]","According to recent market analysis, the Portfolio Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",4,0.601854
151,151,604,"[605, 606, 607]",The Natural Resources Investing framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Real Assets,Natural Resources Investing,2,0.183718
152,152,608,"[609, 610, 611]","Practitioners in Economics routinely apply Employment & Labor Markets as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Employment & Labor Markets,1,0.17098
153,153,612,"[613, 614, 615]",Recent academic research has highlighted the importance of Asset Allocation — Tactical in explaining cross-sectional return differences in the Portfolio Management universe.,Portfolio Management,Asset Allocation — Tactical,3,0.070153
154,154,616,"[617, 618, 619]",Regulatory guidance issued in the past five years has clarified expectations around the application of Private Equity & Venture Capital in client-facing Alternative Investments advisory contexts.,Alternative Investments,Private Equity & Venture Capital,1,0.059347
155,155,620,"[621, 622, 623]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Treasury & Government Bonds,4,0.630559
156,156,624,"[625, 626, 627]",The Equity Valuation — Multiples framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Equity Valuation — Multiples,1,0.06504
157,157,628,"[629, 630, 631]","Practitioners in Equities routinely apply Stock Screening & Factors as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Stock Screening & Factors,3,0.313486
158,158,632,"[633, 634, 635]",Recent academic research has highlighted the importance of Liquidity Risk in explaining cross-sectional return differences in the Risk Management universe.,Risk Management,Liquidity Risk,1,0.246457
159,159,636,"[637, 638, 639]",Regulatory guidance issued in the past five years has clarified expectations around the application of IPO & Secondary Offerings in client-facing Equities advisory contexts.,Equities,IPO & Secondary Offerings,3,0.496554
160,160,640,"[641, 642, 643]","According to recent market analysis, the Portfolio Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",5,0.862675
161,161,644,"[645, 646, 647]","The Risk-Adjusted Returns (Sharpe, Sortino) framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",2,0.450367
162,162,648,"[649, 650, 651]","Practitioners in Economics routinely apply Employment & Labor Markets as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Employment & Labor Markets,2,0.162456
163,163,652,"[653, 654, 655]",Recent academic research has highlighted the importance of Credit Analysis & Ratings in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Credit Analysis & Ratings,2,0.486787
164,164,656,"[657, 658, 659]",Regulatory guidance issued in the past five years has clarified expectations around the application of Fiduciary Duty & Suitability in client-facing Regulation & Ethics advisory contexts.,Regulation & Ethics,Fiduciary Duty & Suitability,5,0.886721
165,165,660,"[661, 662, 663]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Share Buybacks & Capital Returns,1,0.126177
166,166,664,"[665, 666, 667]",The Inflation & CPI framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,Inflation & CPI,2,0.388727
167,167,668,"[669, 670, 671]","Practitioners in Fixed Income routinely apply Duration & Convexity as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Duration & Convexity,3,0.098775
168,168,672,"[673, 674, 675]",Recent academic research has highlighted the importance of Earnings Analysis & EPS in explaining cross-sectional return differences in the Equities universe.,Equities,Earnings Analysis & EPS,1,0.003154
169,169,676,"[677, 678, 679]",Regulatory guidance issued in the past five years has clarified expectations around the application of Short Selling Mechanics in client-facing Equities advisory contexts.,Equities,Short Selling Mechanics,2,0.345233
170,170,680,"[681, 682, 683]","According to recent market analysis, the Quantitative Methods sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Quantitative Methods,Statistical Analysis — Regression,3,0.413541
171,171,684,"[685, 686, 687]",The Options Pricing — Black-Scholes framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Derivatives,Options Pricing — Black-Scholes,3,0.559955
172,172,688,"[689, 690, 691]","Practitioners in Economics routinely apply Monetary Policy & Interest Rates as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Monetary Policy & Interest Rates,4,0.553229
173,173,692,"[693, 694, 695]",Recent academic research has highlighted the importance of Modern Portfolio Theory in explaining cross-sectional return differences in the Portfolio Management universe.,Portfolio Management,Modern Portfolio Theory,2,0.366715
174,174,696,"[697, 698, 699]",Regulatory guidance issued in the past five years has clarified expectations around the application of Equity Valuation — DCF in client-facing Equities advisory contexts.,Equities,Equity Valuation — DCF,4,0.850192
175,175,700,"[701, 702, 703]","According to recent market analysis, the Derivatives sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Derivatives,Swaps — Interest Rate,4,0.915408
176,176,704,"[705, 706, 707]",The Municipal Bonds framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Municipal Bonds,2,0.168822
177,177,708,"[709, 710, 711]","Practitioners in Derivatives routinely apply Swaps — Interest Rate as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Derivatives,Swaps — Interest Rate,1,0.039699
178,178,712,"[713, 714, 715]",Recent academic research has highlighted the importance of Stock Screening & Factors in explaining cross-sectional return differences in the Equities universe.,Equities,Stock Screening & Factors,4,0.349774
179,179,716,"[717, 718, 719]",Regulatory guidance issued in the past five years has clarified expectations around the application of Capital Budgeting — NPV & IRR in client-facing Corporate Finance advisory contexts.,Corporate Finance,Capital Budgeting — NPV & IRR,2,0.12196
180,180,720,"[721, 722, 723]","According to recent market analysis, the Risk Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Risk Management,Counterparty Risk,3,0.367528
181,181,724,"[725, 726, 727]",The Real Asset Inflation Hedging framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Real Assets,Real Asset Inflation Hedging,4,0.742817
182,182,728,"[729, 730, 731]","Practitioners in Economics routinely apply Currency & Exchange Rates as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Currency & Exchange Rates,4,0.551947
183,183,732,"[733, 734, 735]",Recent academic research has highlighted the importance of Time Value of Money in explaining cross-sectional return differences in the Quantitative Methods universe.,Quantitative Methods,Time Value of Money,2,0.06569
184,184,736,"[737, 738, 739]",Regulatory guidance issued in the past five years has clarified expectations around the application of Infrastructure Investing in client-facing Alternative Investments advisory contexts.,Alternative Investments,Infrastructure Investing,4,0.534091
185,185,740,"[741, 742, 743]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Valuation — Multiples,3,0.307734
186,186,744,"[745, 746, 747]",The Sector Rotation Strategies framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Sector Rotation Strategies,1,0.040599
187,187,748,"[749, 750, 751]","Practitioners in Risk Management routinely apply Risk Budgeting as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Risk Management,Risk Budgeting,2,0.254489
188,188,752,"[753, 754, 755]",Recent academic research has highlighted the importance of Futures & Forwards in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Futures & Forwards,4,0.263489
189,189,756,"[757, 758, 759]",Regulatory guidance issued in the past five years has clarified expectations around the application of IPO & Secondary Offerings in client-facing Equities advisory contexts.,Equities,IPO & Secondary Offerings,1,0.077699
190,190,760,"[761, 762, 763]","According to recent market analysis, the Portfolio Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",2,0.297811
191,191,764,"[765, 766, 767]",The WACC & Cost of Capital framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Corporate Finance,WACC & Cost of Capital,2,0.404711
192,192,768,"[769, 770, 771]","Practitioners in Derivatives routinely apply Structured Products as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Derivatives,Structured Products,2,0.33443
193,193,772,"[773, 774, 775]",Recent academic research has highlighted the importance of Futures & Forwards in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Futures & Forwards,4,0.721068
194,194,776,"[777, 778, 779]",Regulatory guidance issued in the past five years has clarified expectations around the application of Municipal Bonds in client-facing Fixed Income advisory contexts.,Fixed Income,Municipal Bonds,1,0.089595
195,195,780,"[781, 782, 783]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Earnings Analysis & EPS,1,0.004895
196,196,784,"[785, 786, 787]",The Private Equity & Venture Capital framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Alternative Investments,Private Equity & Venture Capital,5,0.865176
197,197,788,"[789, 790, 791]","Practitioners in Equities routinely apply Dividend Discount Models as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Dividend Discount Models,6,0.971974
198,198,792,"[793, 794, 795]",Recent academic research has highlighted the importance of Yield Curve Dynamics in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Yield Curve Dynamics,4,0.40279
199,199,796,"[797, 798, 799]",Regulatory guidance issued in the past five years has clarified expectations around the application of Hedge Funds — Strategies in client-facing Alternative Investments advisory contexts.,Alternative Investments,Hedge Funds — Strategies,4,0.553306
200,200,800,"[801, 802, 803]","According to recent market analysis, the Economics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Economics,Trade & Current Account,2,0.133403
201,201,804,"[805, 806, 807]",The Statistical Analysis — Regression framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Quantitative Methods,Statistical Analysis — Regression,6,0.98656
202,202,808,"[809, 810, 811]","Practitioners in Portfolio Management routinely apply Endowment Model as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Portfolio Management,Endowment Model,2,0.326714
203,203,812,"[813, 814, 815]",Recent academic research has highlighted the importance of Counterparty Risk in explaining cross-sectional return differences in the Risk Management universe.,Risk Management,Counterparty Risk,2,0.436009
204,204,816,"[817, 818, 819]",Regulatory guidance issued in the past five years has clarified expectations around the application of Options Greeks in client-facing Derivatives advisory contexts.,Derivatives,Options Greeks,5,0.509961
205,205,820,"[821, 822, 823]","According to recent market analysis, the Corporate Finance sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Corporate Finance,Capital Structure — Debt vs Equity,1,0.206495
206,206,824,"[825, 826, 827]",The Fiduciary Duty & Suitability framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Regulation & Ethics,Fiduciary Duty & Suitability,2,0.086128
207,207,828,"[829, 830, 831]","Practitioners in Quantitative Methods routinely apply Time Series Analysis as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Time Series Analysis,2,0.280681
208,208,832,"[833, 834, 835]",Recent academic research has highlighted the importance of Options Pricing — Black-Scholes in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Options Pricing — Black-Scholes,1,0.074294
209,209,836,"[837, 838, 839]",Regulatory guidance issued in the past five years has clarified expectations around the application of Short Selling Mechanics in client-facing Equities advisory contexts.,Equities,Short Selling Mechanics,2,0.48854
210,210,840,"[841, 842, 843]","According to recent market analysis, the Risk Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Risk Management,Market Risk — Systematic vs Idiosyncratic,4,0.57643
211,211,844,"[845, 846, 847]",The Duration & Convexity framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Duration & Convexity,3,0.518775
212,212,848,"[849, 850, 851]","Practitioners in Corporate Finance routinely apply Corporate Restructuring as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Corporate Finance,Corporate Restructuring,4,0.666579
213,213,852,"[853, 854, 855]",Recent academic research has highlighted the importance of Share Buybacks & Capital Returns in explaining cross-sectional return differences in the Equities universe.,Equities,Share Buybacks & Capital Returns,2,0.203528
214,214,856,"[857, 858, 859]",Regulatory guidance issued in the past five years has clarified expectations around the application of Statistical Analysis — Regression in client-facing Quantitative Methods advisory contexts.,Quantitative Methods,Statistical Analysis — Regression,3,0.381793
215,215,860,"[861, 862, 863]","According to recent market analysis, the Derivatives sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Derivatives,Currency Derivatives,2,0.284523
216,216,864,"[865, 866, 867]",The Stock Screening & Factors framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Stock Screening & Factors,3,0.280964
217,217,868,"[869, 870, 871]","Practitioners in Risk Management routinely apply Value at Risk (VaR) as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Risk Management,Value at Risk (VaR),6,0.622193
218,218,872,"[873, 874, 875]",Recent academic research has highlighted the importance of Yield Curve & Recession Signals in explaining cross-sectional return differences in the Economics universe.,Economics,Yield Curve & Recession Signals,3,0.799024
219,219,876,"[877, 878, 879]",Regulatory guidance issued in the past five years has clarified expectations around the application of Duration & Convexity in client-facing Fixed Income advisory contexts.,Fixed Income,Duration & Convexity,6,0.966786
220,220,880,"[881, 882, 883]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Valuation — Multiples,5,0.641961
221,221,884,"[885, 886, 887]",The SEC Regulations & Reporting framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Regulation & Ethics,SEC Regulations & Reporting,1,0.128553
222,222,888,"[889, 890, 891]","Practitioners in Risk Management routinely apply Stress Testing & Scenario Analysis as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Risk Management,Stress Testing & Scenario Analysis,4,0.593747
223,223,892,"[893, 894, 895]",Recent academic research has highlighted the importance of Equity Valuation — Multiples in explaining cross-sectional return differences in the Equities universe.,Equities,Equity Valuation — Multiples,4,0.568738
224,224,896,"[897, 898, 899]",Regulatory guidance issued in the past five years has clarified expectations around the application of Monetary Policy & Interest Rates in client-facing Economics advisory contexts.,Economics,Monetary Policy & Interest Rates,3,0.672696
225,225,900,"[901, 902, 903]","According to recent market analysis, the Derivatives sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Derivatives,Futures & Forwards,2,0.1643
226,226,904,"[905, 906, 907]",The Bond Pricing & Yield framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Bond Pricing & Yield,3,0.456498
227,227,908,"[909, 910, 911]","Practitioners in Equities routinely apply Dividend Discount Models as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Dividend Discount Models,3,0.620071
228,228,912,"[913, 914, 915]",Recent academic research has highlighted the importance of CFA Institute Code of Ethics in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,CFA Institute Code of Ethics,3,0.517559
229,229,916,"[917, 918, 919]",Regulatory guidance issued in the past five years has clarified expectations around the application of Growth vs Value Investing in client-facing Equities advisory contexts.,Equities,Growth vs Value Investing,3,0.354607
230,230,920,"[921, 922, 923]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Valuation — DCF,6,0.962412
231,231,924,"[925, 926, 927]",The Business Cycle Analysis framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,Business Cycle Analysis,1,0.235826
232,232,928,"[929, 930, 931]","Practitioners in Economics routinely apply Employment & Labor Markets as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Employment & Labor Markets,1,0.088989
233,233,932,"[933, 934, 935]",Recent academic research has highlighted the importance of Equity Index Construction in explaining cross-sectional return differences in the Equities universe.,Equities,Equity Index Construction,2,0.405316
234,234,936,"[937, 938, 939]",Regulatory guidance issued in the past five years has clarified expectations around the application of Time Series Analysis in client-facing Quantitative Methods advisory contexts.,Quantitative Methods,Time Series Analysis,4,0.772069
235,235,940,"[941, 942, 943]","According to recent market analysis, the Derivatives sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Derivatives,Options Strategies — Covered Call,3,0.33487
236,236,944,"[945, 946, 947]",The Monetary Policy & Interest Rates framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,Monetary Policy & Interest Rates,2,0.433129
237,237,948,"[949, 950, 951]","Practitioners in Equities routinely apply Equity Index Construction as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Equity Index Construction,1,0.097679
238,238,952,"[953, 954, 955]",Recent academic research has highlighted the importance of Dividend Discount Models in explaining cross-sectional return differences in the Equities universe.,Equities,Dividend Discount Models,3,0.364171
239,239,956,"[957, 958, 959]",Regulatory guidance issued in the past five years has clarified expectations around the application of Stock Screening & Factors in client-facing Equities advisory contexts.,Equities,Stock Screening & Factors,2,0.122016
240,240,960,"[961, 962, 963]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,Investment Advisor Act,2,0.847158
241,241,964,"[965, 966, 967]",The Infrastructure Investing framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Alternative Investments,Infrastructure Investing,1,0.007961
242,242,968,"[969, 970, 971]","Practitioners in Fixed Income routinely apply Yield Curve Dynamics as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Yield Curve Dynamics,2,0.436696
243,243,972,"[973, 974, 975]",Recent academic research has highlighted the importance of Mortgage-Backed Securities in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Mortgage-Backed Securities,6,0.858609
244,244,976,"[977, 978, 979]",Regulatory guidance issued in the past five years has clarified expectations around the application of SEC Regulations & Reporting in client-facing Regulation & Ethics advisory contexts.,Regulation & Ethics,SEC Regulations & Reporting,2,0.272859
245,245,980,"[981, 982, 983]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Valuation — DCF,1,0.12553
246,246,984,"[985, 986, 987]",The Commodities — Gold & Precious Metals framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Alternative Investments,Commodities — Gold & Precious Metals,5,0.89758
247,247,988,"[989, 990, 991]","Practitioners in Equities routinely apply Equity Index Construction as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Equity Index Construction,3,0.34685
248,248,992,"[993, 994, 995]",Recent academic research has highlighted the importance of MiFID II & Global Regulation in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,MiFID II & Global Regulation,3,0.101327
249,249,996,"[997, 998, 999]",Regulatory guidance issued in the past five years has clarified expectations around the application of Tax-Loss Harvesting in client-facing Portfolio Management advisory contexts.,Portfolio Management,Tax-Loss Harvesting,1,0.318006
250,250,1000,"[1001, 1002, 1003]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Valuation — DCF,4,0.822987
251,251,1004,"[1005, 1006, 1007]",The Preferred Shares framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Preferred Shares,4,0.900788
252,252,1008,"[1009, 1010, 1011]","Practitioners in Portfolio Management routinely apply Monte Carlo Simulation as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Portfolio Management,Monte Carlo Simulation,4,0.50787
253,253,1012,"[1013, 1014, 1015]",Recent academic research has highlighted the importance of Dividend Discount Models in explaining cross-sectional return differences in the Equities universe.,Equities,Dividend Discount Models,1,0.233468
254,254,1016,"[1017, 1018, 1019]",Regulatory guidance issued in the past five years has clarified expectations around the application of Yield Curve & Recession Signals in client-facing Economics advisory contexts.,Economics,Yield Curve & Recession Signals,4,0.428485
255,255,1020,"[1021, 1022, 1023]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Earnings Analysis & EPS,4,0.619479
256,256,1024,"[1025, 1026, 1027]",The Natural Resources Investing framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Real Assets,Natural Resources Investing,1,0.009804
257,257,1028,"[1029, 1030, 1031]","Practitioners in Equities routinely apply Earnings Analysis & EPS as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Earnings Analysis & EPS,5,0.830087
258,258,1032,"[1033, 1034, 1035]",Recent academic research has highlighted the importance of Credit Analysis & Ratings in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Credit Analysis & Ratings,4,0.726085
259,259,1036,"[1037, 1038, 1039]",Regulatory guidance issued in the past five years has clarified expectations around the application of Infrastructure Finance in client-facing Real Assets advisory contexts.,Real Assets,Infrastructure Finance,2,0.148082
260,260,1040,"[1041, 1042, 1043]","According to recent market analysis, the Derivatives sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Derivatives,Swaps — Credit Default,3,0.423277
261,261,1044,"[1045, 1046, 1047]",The Equity Index Construction framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Equity Index Construction,4,0.565321
262,262,1048,"[1049, 1050, 1051]","Practitioners in Quantitative Methods routinely apply Probability & Distributions as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Probability & Distributions,4,0.657296
263,263,1052,"[1053, 1054, 1055]",Recent academic research has highlighted the importance of Futures & Forwards in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Futures & Forwards,4,0.481018
264,264,1056,"[1057, 1058, 1059]",Regulatory guidance issued in the past five years has clarified expectations around the application of Modern Portfolio Theory in client-facing Portfolio Management advisory contexts.,Portfolio Management,Modern Portfolio Theory,1,0.02565
265,265,1060,"[1061, 1062, 1063]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,IPO & Secondary Offerings,3,0.906836
266,266,1064,"[1065, 1066, 1067]",The CFA Institute Code of Ethics framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Regulation & Ethics,CFA Institute Code of Ethics,3,0.153504
267,267,1068,"[1069, 1070, 1071]","Practitioners in Corporate Finance routinely apply Dividend Policy as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Corporate Finance,Dividend Policy,2,0.343313
268,268,1072,"[1073, 1074, 1075]",Recent academic research has highlighted the importance of Options Strategies — Spreads in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Options Strategies — Spreads,3,0.149725
269,269,1076,"[1077, 1078, 1079]",Regulatory guidance issued in the past five years has clarified expectations around the application of Sector Rotation Strategies in client-facing Equities advisory contexts.,Equities,Sector Rotation Strategies,3,0.558166
270,270,1080,"[1081, 1082, 1083]","According to recent market analysis, the Quantitative Methods sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Quantitative Methods,Time Value of Money,3,0.035036
271,271,1084,"[1085, 1086, 1087]",The Modern Portfolio Theory framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Portfolio Management,Modern Portfolio Theory,3,0.478795
272,272,1088,"[1089, 1090, 1091]","Practitioners in Fixed Income routinely apply Credit Analysis & Ratings as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Credit Analysis & Ratings,6,0.904084
273,273,1092,"[1093, 1094, 1095]",Recent academic research has highlighted the importance of GDP & Economic Indicators in explaining cross-sectional return differences in the Economics universe.,Economics,GDP & Economic Indicators,3,0.535731
274,274,1096,"[1097, 1098, 1099]",Regulatory guidance issued in the past five years has clarified expectations around the application of Earnings Analysis & EPS in client-facing Equities advisory contexts.,Equities,Earnings Analysis & EPS,4,0.561379
275,275,1100,"[1101, 1102, 1103]","According to recent market analysis, the Alternative Investments sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Alternative Investments,Private Equity & Venture Capital,4,0.427026
276,276,1104,"[1105, 1106, 1107]",The Liability-Driven Investing framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Portfolio Management,Liability-Driven Investing,2,0.35421
277,277,1108,"[1109, 1110, 1111]","Practitioners in Corporate Finance routinely apply Capital Budgeting — NPV & IRR as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Corporate Finance,Capital Budgeting — NPV & IRR,4,0.472147
278,278,1112,"[1113, 1114, 1115]",Recent academic research has highlighted the importance of Herding & Market Bubbles in explaining cross-sectional return differences in the Behavioral Finance universe.,Behavioral Finance,Herding & Market Bubbles,3,0.465344
279,279,1116,"[1117, 1118, 1119]",Regulatory guidance issued in the past five years has clarified expectations around the application of Asset Allocation — Tactical in client-facing Portfolio Management advisory contexts.,Portfolio Management,Asset Allocation — Tactical,2,0.367144
280,280,1120,"[1121, 1122, 1123]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Earnings Analysis & EPS,2,0.143238
281,281,1124,"[1125, 1126, 1127]",The FINRA Rules & Compliance framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Regulation & Ethics,FINRA Rules & Compliance,2,0.193207
282,282,1128,"[1129, 1130, 1131]","Practitioners in Equities routinely apply Sector Rotation Strategies as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Sector Rotation Strategies,2,0.223331
283,283,1132,"[1133, 1134, 1135]",Recent academic research has highlighted the importance of Mortgage-Backed Securities in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Mortgage-Backed Securities,1,0.005764
284,284,1136,"[1137, 1138, 1139]",Regulatory guidance issued in the past five years has clarified expectations around the application of Equity Valuation — DCF in client-facing Equities advisory contexts.,Equities,Equity Valuation — DCF,4,0.689862
285,285,1140,"[1141, 1142, 1143]","According to recent market analysis, the Derivatives sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Derivatives,Swaps — Credit Default,3,0.777453
286,286,1144,"[1145, 1146, 1147]",The Operational Risk framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Risk Management,Operational Risk,3,0.523636
287,287,1148,"[1149, 1150, 1151]","Practitioners in Equities routinely apply Equity Valuation — DCF as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Equity Valuation — DCF,3,0.330044
288,288,1152,"[1153, 1154, 1155]",Recent academic research has highlighted the importance of Cognitive Biases in Investing in explaining cross-sectional return differences in the Behavioral Finance universe.,Behavioral Finance,Cognitive Biases in Investing,5,0.548527
289,289,1156,"[1157, 1158, 1159]",Regulatory guidance issued in the past five years has clarified expectations around the application of Fiduciary Duty & Suitability in client-facing Regulation & Ethics advisory contexts.,Regulation & Ethics,Fiduciary Duty & Suitability,3,0.421898
290,290,1160,"[1161, 1162, 1163]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Callable & Putable Bonds,4,0.439672
291,291,1164,"[1165, 1166, 1167]",The Business Cycle Analysis framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,Business Cycle Analysis,4,0.415218
292,292,1168,"[1169, 1170, 1171]","Practitioners in Corporate Finance routinely apply Leveraged Buyouts as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Corporate Finance,Leveraged Buyouts,1,0.229146
293,293,1172,"[1173, 1174, 1175]",Recent academic research has highlighted the importance of Liquidity Risk in explaining cross-sectional return differences in the Risk Management universe.,Risk Management,Liquidity Risk,3,0.464784
294,294,1176,"[1177, 1178, 1179]",Regulatory guidance issued in the past five years has clarified expectations around the application of Factor Investing (Fama-French) in client-facing Portfolio Management advisory contexts.,Portfolio Management,Factor Investing (Fama-French),2,0.379718
295,295,1180,"[1181, 1182, 1183]","According to recent market analysis, the Derivatives sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Derivatives,Futures & Forwards,5,0.584892
296,296,1184,"[1185, 1186, 1187]",The Currency & Exchange Rates framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,Currency & Exchange Rates,4,0.465864
297,297,1188,"[1189, 1190, 1191]","Practitioners in Corporate Finance routinely apply WACC & Cost of Capital as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Corporate Finance,WACC & Cost of Capital,1,0.06517
298,298,1192,"[1193, 1194, 1195]",Recent academic research has highlighted the importance of Monetary Policy & Interest Rates in explaining cross-sectional return differences in the Economics universe.,Economics,Monetary Policy & Interest Rates,2,0.182289
299,299,1196,"[1197, 1198, 1199]",Regulatory guidance issued in the past five years has clarified expectations around the application of Bond Laddering Strategies in client-facing Fixed Income advisory contexts.,Fixed Income,Bond Laddering Strategies,5,0.650205
300,300,1200,"[1201, 1202, 1203]","According to recent market analysis, the Economics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Economics,Employment & Labor Markets,3,0.458018
301,301,1204,"[1205, 1206, 1207]",The Corporate Restructuring framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Corporate Finance,Corporate Restructuring,2,0.292092
302,302,1208,"[1209, 1210, 1211]","Practitioners in Corporate Finance routinely apply Working Capital Management as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Corporate Finance,Working Capital Management,6,0.81223
303,303,1212,"[1213, 1214, 1215]",Recent academic research has highlighted the importance of Real Asset Inflation Hedging in explaining cross-sectional return differences in the Real Assets universe.,Real Assets,Real Asset Inflation Hedging,3,0.633989
304,304,1216,"[1217, 1218, 1219]",Regulatory guidance issued in the past five years has clarified expectations around the application of Dividend Policy in client-facing Corporate Finance advisory contexts.,Corporate Finance,Dividend Policy,4,0.504586
305,305,1220,"[1221, 1222, 1223]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Inflation-Linked Bonds (TIPS),5,0.69784
306,306,1224,"[1225, 1226, 1227]",The Employment & Labor Markets framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,Employment & Labor Markets,1,0.260779
307,307,1228,"[1229, 1230, 1231]","Practitioners in Economics routinely apply Monetary Policy & Interest Rates as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Monetary Policy & Interest Rates,3,0.539392
308,308,1232,"[1233, 1234, 1235]",Recent academic research has highlighted the importance of Private Equity & Venture Capital in explaining cross-sectional return differences in the Alternative Investments universe.,Alternative Investments,Private Equity & Venture Capital,1,0.179805
309,309,1236,"[1237, 1238, 1239]",Regulatory guidance issued in the past five years has clarified expectations around the application of Swaps — Credit Default in client-facing Derivatives advisory contexts.,Derivatives,Swaps — Credit Default,6,0.865479
310,310,1240,"[1241, 1242, 1243]","According to recent market analysis, the Quantitative Methods sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Quantitative Methods,Statistical Analysis — Regression,4,0.704875
311,311,1244,"[1245, 1246, 1247]",The Private Equity & Venture Capital framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Alternative Investments,Private Equity & Venture Capital,1,0.050361
312,312,1248,"[1249, 1250, 1251]","Practitioners in Economics routinely apply Currency & Exchange Rates as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Currency & Exchange Rates,1,0.187712
313,313,1252,"[1253, 1254, 1255]",Recent academic research has highlighted the importance of Stock Screening & Factors in explaining cross-sectional return differences in the Equities universe.,Equities,Stock Screening & Factors,3,0.485917
314,314,1256,"[1257, 1258, 1259]",Regulatory guidance issued in the past five years has clarified expectations around the application of Free Cash Flow Analysis in client-facing Corporate Finance advisory contexts.,Corporate Finance,Free Cash Flow Analysis,3,0.368805
315,315,1260,"[1261, 1262, 1263]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,SEC Regulations & Reporting,3,0.575797
316,316,1264,"[1265, 1266, 1267]",The Asset Allocation — Strategic framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Portfolio Management,Asset Allocation — Strategic,3,0.219909
317,317,1268,"[1269, 1270, 1271]","Practitioners in Fixed Income routinely apply Municipal Bonds as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Municipal Bonds,1,0.271716
318,318,1272,"[1273, 1274, 1275]",Recent academic research has highlighted the importance of Dodd-Frank & Financial Reform in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,Dodd-Frank & Financial Reform,3,0.358658
319,319,1276,"[1277, 1278, 1279]",Regulatory guidance issued in the past five years has clarified expectations around the application of Sector Rotation Strategies in client-facing Equities advisory contexts.,Equities,Sector Rotation Strategies,1,0.037336
320,320,1280,"[1281, 1282, 1283]","According to recent market analysis, the Real Assets sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Real Assets,Farmland & Timberland,1,0.025023
321,321,1284,"[1285, 1286, 1287]",The Share Buybacks & Capital Returns framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Share Buybacks & Capital Returns,1,0.404653
322,322,1288,"[1289, 1290, 1291]","Practitioners in Equities routinely apply Earnings Analysis & EPS as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Earnings Analysis & EPS,3,0.307896
323,323,1292,"[1293, 1294, 1295]",Recent academic research has highlighted the importance of Liquidity Risk in explaining cross-sectional return differences in the Risk Management universe.,Risk Management,Liquidity Risk,1,0.024805
324,324,1296,"[1297, 1298, 1299]",Regulatory guidance issued in the past five years has clarified expectations around the application of Modern Portfolio Theory in client-facing Portfolio Management advisory contexts.,Portfolio Management,Modern Portfolio Theory,4,0.780805
325,325,1300,"[1301, 1302, 1303]","According to recent market analysis, the Economics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Economics,Inflation & CPI,4,0.32933
326,326,1304,"[1305, 1306, 1307]",The Target Date Funds framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Portfolio Management,Target Date Funds,3,0.176464
327,327,1308,"[1309, 1310, 1311]","Practitioners in Risk Management routinely apply Counterparty Risk as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Risk Management,Counterparty Risk,2,0.20375
328,328,1312,"[1313, 1314, 1315]",Recent academic research has highlighted the importance of Modern Portfolio Theory in explaining cross-sectional return differences in the Portfolio Management universe.,Portfolio Management,Modern Portfolio Theory,2,0.584272
329,329,1316,"[1317, 1318, 1319]",Regulatory guidance issued in the past five years has clarified expectations around the application of Yield Curve & Recession Signals in client-facing Economics advisory contexts.,Economics,Yield Curve & Recession Signals,5,0.522528
330,330,1320,"[1321, 1322, 1323]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Treasury & Government Bonds,5,0.37927
331,331,1324,"[1325, 1326, 1327]",The Equity Valuation — DCF framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Equity Valuation — DCF,2,0.067702
332,332,1328,"[1329, 1330, 1331]","Practitioners in Fixed Income routinely apply High Yield / Junk Bonds as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,High Yield / Junk Bonds,2,0.645388
333,333,1332,"[1333, 1334, 1335]",Recent academic research has highlighted the importance of IPO & Secondary Offerings in explaining cross-sectional return differences in the Equities universe.,Equities,IPO & Secondary Offerings,4,0.865805
334,334,1336,"[1337, 1338, 1339]",Regulatory guidance issued in the past five years has clarified expectations around the application of SEC Regulations & Reporting in client-facing Regulation & Ethics advisory contexts.,Regulation & Ethics,SEC Regulations & Reporting,2,0.537785
335,335,1340,"[1341, 1342, 1343]","According to recent market analysis, the Fixed Income sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Fixed Income,Corporate Bonds,2,0.386739
336,336,1344,"[1345, 1346, 1347]",The GDP & Economic Indicators framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,GDP & Economic Indicators,4,0.203079
337,337,1348,"[1349, 1350, 1351]","Practitioners in Quantitative Methods routinely apply Machine Learning in Finance as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Machine Learning in Finance,4,0.660576
338,338,1352,"[1353, 1354, 1355]",Recent academic research has highlighted the importance of Options Pricing — Black-Scholes in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Options Pricing — Black-Scholes,3,0.506467
339,339,1356,"[1357, 1358, 1359]",Regulatory guidance issued in the past five years has clarified expectations around the application of Bond Pricing & Yield in client-facing Fixed Income advisory contexts.,Fixed Income,Bond Pricing & Yield,5,0.901428
340,340,1360,"[1361, 1362, 1363]","According to recent market analysis, the Risk Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Risk Management,Value at Risk (VaR),5,0.910114
341,341,1364,"[1365, 1366, 1367]",The IPO & Secondary Offerings framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,IPO & Secondary Offerings,2,0.486838
342,342,1368,"[1369, 1370, 1371]","Practitioners in Economics routinely apply Yield Curve & Recession Signals as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,Yield Curve & Recession Signals,1,0.329851
343,343,1372,"[1373, 1374, 1375]",Recent academic research has highlighted the importance of Federal Reserve & Central Banks in explaining cross-sectional return differences in the Economics universe.,Economics,Federal Reserve & Central Banks,2,0.344418
344,344,1376,"[1377, 1378, 1379]",Regulatory guidance issued in the past five years has clarified expectations around the application of Share Buybacks & Capital Returns in client-facing Equities advisory contexts.,Equities,Share Buybacks & Capital Returns,2,0.440811
345,345,1380,"[1381, 1382, 1383]","According to recent market analysis, the Risk Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Risk Management,Stress Testing & Scenario Analysis,4,0.60664
346,346,1384,"[1385, 1386, 1387]",The Municipal Bonds framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Municipal Bonds,6,0.830241
347,347,1388,"[1389, 1390, 1391]","Practitioners in Corporate Finance routinely apply Leveraged Buyouts as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Corporate Finance,Leveraged Buyouts,2,0.357258
348,348,1392,"[1393, 1394, 1395]",Recent academic research has highlighted the importance of WACC & Cost of Capital in explaining cross-sectional return differences in the Corporate Finance universe.,Corporate Finance,WACC & Cost of Capital,4,0.589678
349,349,1396,"[1397, 1398, 1399]",Regulatory guidance issued in the past five years has clarified expectations around the application of Real Estate Investment Trusts in client-facing Alternative Investments advisory contexts.,Alternative Investments,Real Estate Investment Trusts,4,0.589042
350,350,1400,"[1401, 1402, 1403]","According to recent market analysis, the Portfolio Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Portfolio Management,Liability-Driven Investing,2,0.250784
351,351,1404,"[1405, 1406, 1407]",The Asset Allocation — Tactical framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Portfolio Management,Asset Allocation — Tactical,5,0.103503
352,352,1408,"[1409, 1410, 1411]","Practitioners in Regulation & Ethics routinely apply Fiduciary Duty & Suitability as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Regulation & Ethics,Fiduciary Duty & Suitability,5,0.61482
353,353,1412,"[1413, 1414, 1415]",Recent academic research has highlighted the importance of Options Strategies — Covered Call in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Options Strategies — Covered Call,3,0.243307
354,354,1416,"[1417, 1418, 1419]",Regulatory guidance issued in the past five years has clarified expectations around the application of M&A Valuation in client-facing Corporate Finance advisory contexts.,Corporate Finance,M&A Valuation,3,0.258546
355,355,1420,"[1421, 1422, 1423]","According to recent market analysis, the Economics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Economics,Employment & Labor Markets,6,0.881534
356,356,1424,"[1425, 1426, 1427]",The Prospect Theory & Loss Aversion framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Behavioral Finance,Prospect Theory & Loss Aversion,4,0.490641
357,357,1428,"[1429, 1430, 1431]","Practitioners in Fixed Income routinely apply Duration & Convexity as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Duration & Convexity,2,0.251504
358,358,1432,"[1433, 1434, 1435]",Recent academic research has highlighted the importance of Options Pricing — Black-Scholes in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,Options Pricing — Black-Scholes,3,0.171719
359,359,1436,"[1437, 1438, 1439]",Regulatory guidance issued in the past five years has clarified expectations around the application of Probability & Distributions in client-facing Quantitative Methods advisory contexts.,Quantitative Methods,Probability & Distributions,1,0.027926
360,360,1440,"[1441, 1442, 1443]","According to recent market analysis, the Derivatives sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Derivatives,Options Expiration & Assignment,1,0.158859
361,361,1444,"[1445, 1446, 1447]",The High Yield / Junk Bonds framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,High Yield / Junk Bonds,2,0.399922
362,362,1448,"[1449, 1450, 1451]","Practitioners in Alternative Investments routinely apply Private Equity & Venture Capital as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Alternative Investments,Private Equity & Venture Capital,2,0.319122
363,363,1452,"[1453, 1454, 1455]",Recent academic research has highlighted the importance of Private Equity & Venture Capital in explaining cross-sectional return differences in the Alternative Investments universe.,Alternative Investments,Private Equity & Venture Capital,4,0.671761
364,364,1456,"[1457, 1458, 1459]",Regulatory guidance issued in the past five years has clarified expectations around the application of Options Greeks in client-facing Derivatives advisory contexts.,Derivatives,Options Greeks,3,0.369538
365,365,1460,"[1461, 1462, 1463]","According to recent market analysis, the Risk Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Risk Management,Stress Testing & Scenario Analysis,2,0.56881
366,366,1464,"[1465, 1466, 1467]",The Farmland & Timberland framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Real Assets,Farmland & Timberland,2,0.52032
367,367,1468,"[1469, 1470, 1471]","Practitioners in Equities routinely apply Small Cap & Micro Cap as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Small Cap & Micro Cap,4,0.548419
368,368,1472,"[1473, 1474, 1475]",Recent academic research has highlighted the importance of Leveraged Buyouts in explaining cross-sectional return differences in the Corporate Finance universe.,Corporate Finance,Leveraged Buyouts,4,0.153625
369,369,1476,"[1477, 1478, 1479]",Regulatory guidance issued in the past five years has clarified expectations around the application of Factor Investing (Fama-French) in client-facing Portfolio Management advisory contexts.,Portfolio Management,Factor Investing (Fama-French),3,0.087025
370,370,1480,"[1481, 1482, 1483]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Sector Rotation Strategies,3,0.398874
371,371,1484,"[1485, 1486, 1487]",The Stock Screening & Factors framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Stock Screening & Factors,1,0.053182
372,372,1488,"[1489, 1490, 1491]","Practitioners in Economics routinely apply GDP & Economic Indicators as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Economics,GDP & Economic Indicators,3,0.069212
373,373,1492,"[1493, 1494, 1495]",Recent academic research has highlighted the importance of Dividend Discount Models in explaining cross-sectional return differences in the Equities universe.,Equities,Dividend Discount Models,3,0.261947
374,374,1496,"[1497, 1498, 1499]",Regulatory guidance issued in the past five years has clarified expectations around the application of Endowment Model in client-facing Portfolio Management advisory contexts.,Portfolio Management,Endowment Model,2,0.638722
375,375,1500,"[1501, 1502, 1503]","According to recent market analysis, the Quantitative Methods sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Quantitative Methods,Hypothesis Testing,2,0.171346
376,376,1504,"[1505, 1506, 1507]",The Bond ETFs & Indices framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Bond ETFs & Indices,3,0.383365
377,377,1508,"[1509, 1510, 1511]","Practitioners in Quantitative Methods routinely apply Correlation & Covariance as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Correlation & Covariance,6,0.660027
378,378,1512,"[1513, 1514, 1515]",Recent academic research has highlighted the importance of Duration & Convexity in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Duration & Convexity,1,0.149218
379,379,1516,"[1517, 1518, 1519]",Regulatory guidance issued in the past five years has clarified expectations around the application of Hedging with Derivatives in client-facing Derivatives advisory contexts.,Derivatives,Hedging with Derivatives,6,0.988634
380,380,1520,"[1521, 1522, 1523]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,Dodd-Frank & Financial Reform,2,0.346254
381,381,1524,"[1525, 1526, 1527]",The Backtesting Methodology framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Quantitative Methods,Backtesting Methodology,3,0.402334
382,382,1528,"[1529, 1530, 1531]","Practitioners in Equities routinely apply Dividend Discount Models as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Dividend Discount Models,6,0.629368
383,383,1532,"[1533, 1534, 1535]",Recent academic research has highlighted the importance of Credit Analysis & Ratings in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Credit Analysis & Ratings,4,0.438374
384,384,1536,"[1537, 1538, 1539]",Regulatory guidance issued in the past five years has clarified expectations around the application of Yield Curve & Recession Signals in client-facing Economics advisory contexts.,Economics,Yield Curve & Recession Signals,3,0.56592
385,385,1540,"[1541, 1542, 1543]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Dividend Discount Models,5,0.807999
386,386,1544,"[1545, 1546, 1547]",The Corporate Bonds framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Corporate Bonds,5,0.608714
387,387,1548,"[1549, 1550, 1551]","Practitioners in Fixed Income routinely apply Corporate Bonds as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Corporate Bonds,4,0.585031
388,388,1552,"[1553, 1554, 1555]",Recent academic research has highlighted the importance of Inflation-Linked Bonds (TIPS) in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Inflation-Linked Bonds (TIPS),2,0.194854
389,389,1556,"[1557, 1558, 1559]",Regulatory guidance issued in the past five years has clarified expectations around the application of Stock Screening & Factors in client-facing Equities advisory contexts.,Equities,Stock Screening & Factors,4,0.507273
390,390,1560,"[1561, 1562, 1563]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,SEC Regulations & Reporting,3,0.541538
391,391,1564,"[1565, 1566, 1567]",The Infrastructure Finance framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Real Assets,Infrastructure Finance,4,0.528922
392,392,1568,"[1569, 1570, 1571]","Practitioners in Equities routinely apply Momentum & Technical Analysis as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Momentum & Technical Analysis,1,0.279622
393,393,1572,"[1573, 1574, 1575]",Recent academic research has highlighted the importance of Portfolio Rebalancing in explaining cross-sectional return differences in the Portfolio Management universe.,Portfolio Management,Portfolio Rebalancing,4,0.875496
394,394,1576,"[1577, 1578, 1579]",Regulatory guidance issued in the past five years has clarified expectations around the application of Drawdown Management in client-facing Portfolio Management advisory contexts.,Portfolio Management,Drawdown Management,4,0.375922
395,395,1580,"[1581, 1582, 1583]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Valuation — DCF,2,0.385546
396,396,1584,"[1585, 1586, 1587]",The Inflation-Linked Bonds (TIPS) framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Inflation-Linked Bonds (TIPS),3,0.674989
397,397,1588,"[1589, 1590, 1591]","Practitioners in Portfolio Management routinely apply Factor Investing (Fama-French) as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Portfolio Management,Factor Investing (Fama-French),3,0.381023
398,398,1592,"[1593, 1594, 1595]",Recent academic research has highlighted the importance of Fund of Funds in explaining cross-sectional return differences in the Alternative Investments universe.,Alternative Investments,Fund of Funds,4,0.669964
399,399,1596,"[1597, 1598, 1599]",Regulatory guidance issued in the past five years has clarified expectations around the application of Value at Risk (VaR) in client-facing Risk Management advisory contexts.,Risk Management,Value at Risk (VaR),2,0.093598
400,400,1600,"[1601, 1602, 1603]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Earnings Analysis & EPS,6,0.912467
401,401,1604,"[1605, 1606, 1607]",The Correlation & Covariance framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Quantitative Methods,Correlation & Covariance,2,0.167722
402,402,1608,"[1609, 1610, 1611]","Practitioners in Corporate Finance routinely apply Working Capital Management as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Corporate Finance,Working Capital Management,3,0.311846
403,403,1612,"[1613, 1614, 1615]",Recent academic research has highlighted the importance of IPO & Secondary Offerings in explaining cross-sectional return differences in the Equities universe.,Equities,IPO & Secondary Offerings,4,0.551959
404,404,1616,"[1617, 1618, 1619]",Regulatory guidance issued in the past five years has clarified expectations around the application of Portfolio Optimization in client-facing Portfolio Management advisory contexts.,Portfolio Management,Portfolio Optimization,1,0.110673
405,405,1620,"[1621, 1622, 1623]","According to recent market analysis, the Corporate Finance sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Corporate Finance,Working Capital Management,2,0.356372
406,406,1624,"[1625, 1626, 1627]",The High Yield / Junk Bonds framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,High Yield / Junk Bonds,4,0.452734
407,407,1628,"[1629, 1630, 1631]","Practitioners in Regulation & Ethics routinely apply Fiduciary Duty & Suitability as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Regulation & Ethics,Fiduciary Duty & Suitability,2,0.402501
408,408,1632,"[1633, 1634, 1635]",Recent academic research has highlighted the importance of Stock Screening & Factors in explaining cross-sectional return differences in the Equities universe.,Equities,Stock Screening & Factors,2,0.460481
409,409,1636,"[1637, 1638, 1639]",Regulatory guidance issued in the past five years has clarified expectations around the application of Swaps — Interest Rate in client-facing Derivatives advisory contexts.,Derivatives,Swaps — Interest Rate,4,0.359016
410,410,1640,"[1641, 1642, 1643]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,MiFID II & Global Regulation,4,0.407508
411,411,1644,"[1645, 1646, 1647]",The Dividend Policy framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Corporate Finance,Dividend Policy,4,0.610909
412,412,1648,"[1649, 1650, 1651]","Practitioners in Derivatives routinely apply Hedging with Derivatives as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Derivatives,Hedging with Derivatives,4,0.69275
413,413,1652,"[1653, 1654, 1655]","Recent academic research has highlighted the importance of Risk-Adjusted Returns (Sharpe, Sortino) in explaining cross-sectional return differences in the Portfolio Management universe.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",3,0.450601
414,414,1656,"[1657, 1658, 1659]",Regulatory guidance issued in the past five years has clarified expectations around the application of Credit Analysis & Ratings in client-facing Fixed Income advisory contexts.,Fixed Income,Credit Analysis & Ratings,3,0.626914
415,415,1660,"[1661, 1662, 1663]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Share Buybacks & Capital Returns,5,0.819715
416,416,1664,"[1665, 1666, 1667]",The WACC & Cost of Capital framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Corporate Finance,WACC & Cost of Capital,1,0.173003
417,417,1668,"[1669, 1670, 1671]","Practitioners in Portfolio Management routinely apply Portfolio Optimization as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Portfolio Management,Portfolio Optimization,4,0.595067
418,418,1672,"[1673, 1674, 1675]",Recent academic research has highlighted the importance of Hedge Funds — Strategies in explaining cross-sectional return differences in the Alternative Investments universe.,Alternative Investments,Hedge Funds — Strategies,3,0.245551
419,419,1676,"[1677, 1678, 1679]",Regulatory guidance issued in the past five years has clarified expectations around the application of Factor Investing (Fama-French) in client-facing Portfolio Management advisory contexts.,Portfolio Management,Factor Investing (Fama-French),1,0.237523
420,420,1680,"[1681, 1682, 1683]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Equity Valuation — DCF,3,0.367699
421,421,1684,"[1685, 1686, 1687]",The MiFID II & Global Regulation framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Regulation & Ethics,MiFID II & Global Regulation,5,0.362524
422,422,1688,"[1689, 1690, 1691]","Practitioners in Alternative Investments routinely apply Hedge Funds — Strategies as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Alternative Investments,Hedge Funds — Strategies,1,0.01597
423,423,1692,"[1693, 1694, 1695]",Recent academic research has highlighted the importance of Hypothesis Testing in explaining cross-sectional return differences in the Quantitative Methods universe.,Quantitative Methods,Hypothesis Testing,4,0.445746
424,424,1696,"[1697, 1698, 1699]",Regulatory guidance issued in the past five years has clarified expectations around the application of Inflation & CPI in client-facing Economics advisory contexts.,Economics,Inflation & CPI,6,0.920888
425,425,1700,"[1701, 1702, 1703]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,CFA Institute Code of Ethics,2,0.318394
426,426,1704,"[1705, 1706, 1707]","The Risk-Adjusted Returns (Sharpe, Sortino) framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",4,0.758161
427,427,1708,"[1709, 1710, 1711]","Practitioners in Equities routinely apply Corporate Governance as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Corporate Governance,2,0.327341
428,428,1712,"[1713, 1714, 1715]",Recent academic research has highlighted the importance of Inflation & CPI in explaining cross-sectional return differences in the Economics universe.,Economics,Inflation & CPI,4,0.519562
429,429,1716,"[1717, 1718, 1719]",Regulatory guidance issued in the past five years has clarified expectations around the application of Equity Valuation — Multiples in client-facing Equities advisory contexts.,Equities,Equity Valuation — Multiples,2,0.245718
430,430,1720,"[1721, 1722, 1723]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,IPO & Secondary Offerings,3,0.563892
431,431,1724,"[1725, 1726, 1727]",The Earnings Analysis & EPS framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Earnings Analysis & EPS,5,0.389721
432,432,1728,"[1729, 1730, 1731]","Practitioners in Equities routinely apply Share Buybacks & Capital Returns as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Share Buybacks & Capital Returns,3,0.139825
433,433,1732,"[1733, 1734, 1735]",Recent academic research has highlighted the importance of IPO & Secondary Offerings in explaining cross-sectional return differences in the Equities universe.,Equities,IPO & Secondary Offerings,2,0.47479
434,434,1736,"[1737, 1738, 1739]",Regulatory guidance issued in the past five years has clarified expectations around the application of Inflation & CPI in client-facing Economics advisory contexts.,Economics,Inflation & CPI,4,0.757934
435,435,1740,"[1741, 1742, 1743]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,IPO & Secondary Offerings,3,0.286852
436,436,1744,"[1745, 1746, 1747]",The Commodity Markets & Oil framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Economics,Commodity Markets & Oil,2,0.155102
437,437,1748,"[1749, 1750, 1751]","Practitioners in Portfolio Management routinely apply Asset Allocation — Tactical as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Portfolio Management,Asset Allocation — Tactical,3,0.741621
438,438,1752,"[1753, 1754, 1755]",Recent academic research has highlighted the importance of Dodd-Frank & Financial Reform in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,Dodd-Frank & Financial Reform,3,0.524945
439,439,1756,"[1757, 1758, 1759]",Regulatory guidance issued in the past five years has clarified expectations around the application of Private Equity & Venture Capital in client-facing Alternative Investments advisory contexts.,Alternative Investments,Private Equity & Venture Capital,2,0.167736
440,440,1760,"[1761, 1762, 1763]","According to recent market analysis, the Quantitative Methods sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Quantitative Methods,Probability & Distributions,1,0.028663
441,441,1764,"[1765, 1766, 1767]",The Futures & Forwards framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Derivatives,Futures & Forwards,2,0.447554
442,442,1768,"[1769, 1770, 1771]","Practitioners in Regulation & Ethics routinely apply Insider Trading Rules as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Regulation & Ethics,Insider Trading Rules,3,0.55687
443,443,1772,"[1773, 1774, 1775]",Recent academic research has highlighted the importance of Commodities — Gold & Precious Metals in explaining cross-sectional return differences in the Alternative Investments universe.,Alternative Investments,Commodities — Gold & Precious Metals,3,0.527204
444,444,1776,"[1777, 1778, 1779]",Regulatory guidance issued in the past five years has clarified expectations around the application of Monte Carlo Simulation in client-facing Portfolio Management advisory contexts.,Portfolio Management,Monte Carlo Simulation,5,0.384501
445,445,1780,"[1781, 1782, 1783]","According to recent market analysis, the Economics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Economics,GDP & Economic Indicators,4,0.45607
446,446,1784,"[1785, 1786, 1787]",The Options Pricing — Black-Scholes framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Derivatives,Options Pricing — Black-Scholes,3,0.61661
447,447,1788,"[1789, 1790, 1791]","Practitioners in Real Assets routinely apply Farmland & Timberland as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Real Assets,Farmland & Timberland,3,0.70972
448,448,1792,"[1793, 1794, 1795]",Recent academic research has highlighted the importance of VIX & Volatility Products in explaining cross-sectional return differences in the Derivatives universe.,Derivatives,VIX & Volatility Products,2,0.364608
449,449,1796,"[1797, 1798, 1799]",Regulatory guidance issued in the past five years has clarified expectations around the application of Fiduciary Duty & Suitability in client-facing Regulation & Ethics advisory contexts.,Regulation & Ethics,Fiduciary Duty & Suitability,3,0.490877
450,450,1800,"[1801, 1802, 1803]","According to recent market analysis, the Portfolio Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Portfolio Management,Modern Portfolio Theory,3,0.42419
451,451,1804,"[1805, 1806, 1807]",The Futures & Forwards framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Derivatives,Futures & Forwards,3,0.347962
452,452,1808,"[1809, 1810, 1811]","Practitioners in Derivatives routinely apply Options Greeks as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Derivatives,Options Greeks,3,0.283299
453,453,1812,"[1813, 1814, 1815]",Recent academic research has highlighted the importance of Duration & Convexity in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Duration & Convexity,1,0.045532
454,454,1816,"[1817, 1818, 1819]",Regulatory guidance issued in the past five years has clarified expectations around the application of Global Macro Strategies in client-facing Economics advisory contexts.,Economics,Global Macro Strategies,4,0.419257
455,455,1820,"[1821, 1822, 1823]","According to recent market analysis, the Alternative Investments sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Alternative Investments,Private Equity & Venture Capital,3,0.562585
456,456,1824,"[1825, 1826, 1827]",The Earnings Analysis & EPS framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Earnings Analysis & EPS,3,0.572333
457,457,1828,"[1829, 1830, 1831]","Practitioners in Regulation & Ethics routinely apply Fiduciary Duty & Suitability as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Regulation & Ethics,Fiduciary Duty & Suitability,3,0.411896
458,458,1832,"[1833, 1834, 1835]",Recent academic research has highlighted the importance of Portfolio Rebalancing in explaining cross-sectional return differences in the Portfolio Management universe.,Portfolio Management,Portfolio Rebalancing,4,0.454624
459,459,1836,"[1837, 1838, 1839]",Regulatory guidance issued in the past five years has clarified expectations around the application of Sector Rotation Strategies in client-facing Equities advisory contexts.,Equities,Sector Rotation Strategies,4,0.909379
460,460,1840,"[1841, 1842, 1843]","According to recent market analysis, the Portfolio Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Portfolio Management,Modern Portfolio Theory,1,0.349949
461,461,1844,"[1845, 1846, 1847]",The Farmland & Timberland framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Real Assets,Farmland & Timberland,3,0.044578
462,462,1848,"[1849, 1850, 1851]","Practitioners in Real Assets routinely apply Real Asset Inflation Hedging as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Real Assets,Real Asset Inflation Hedging,1,0.209562
463,463,1852,"[1853, 1854, 1855]",Recent academic research has highlighted the importance of Fiduciary Duty & Suitability in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,Fiduciary Duty & Suitability,1,0.155882
464,464,1856,"[1857, 1858, 1859]",Regulatory guidance issued in the past five years has clarified expectations around the application of Value at Risk (VaR) in client-facing Risk Management advisory contexts.,Risk Management,Value at Risk (VaR),3,0.418322
465,465,1860,"[1861, 1862, 1863]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Earnings Analysis & EPS,2,0.141513
466,466,1864,"[1865, 1866, 1867]",The Initial Public Offerings framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Corporate Finance,Initial Public Offerings,2,0.415644
467,467,1868,"[1869, 1870, 1871]","Practitioners in Alternative Investments routinely apply Hedge Funds — Strategies as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Alternative Investments,Hedge Funds — Strategies,2,0.424867
468,468,1872,"[1873, 1874, 1875]",Recent academic research has highlighted the importance of Mortgage-Backed Securities in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Mortgage-Backed Securities,2,0.187174
469,469,1876,"[1877, 1878, 1879]",Regulatory guidance issued in the past five years has clarified expectations around the application of Monetary Policy & Interest Rates in client-facing Economics advisory contexts.,Economics,Monetary Policy & Interest Rates,1,0.343877
470,470,1880,"[1881, 1882, 1883]","According to recent market analysis, the Derivatives sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Derivatives,Options Pricing — Black-Scholes,4,0.214068
471,471,1884,"[1885, 1886, 1887]",The Options Pricing — Black-Scholes framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Derivatives,Options Pricing — Black-Scholes,1,0.015055
472,472,1888,"[1889, 1890, 1891]","Practitioners in Fixed Income routinely apply Bond Pricing & Yield as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Bond Pricing & Yield,1,0.067301
473,473,1892,"[1893, 1894, 1895]",Recent academic research has highlighted the importance of CFA Institute Code of Ethics in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,CFA Institute Code of Ethics,1,0.334087
474,474,1896,"[1897, 1898, 1899]","Regulatory guidance issued in the past five years has clarified expectations around the application of Risk-Adjusted Returns (Sharpe, Sortino) in client-facing Portfolio Management advisory contexts.",Portfolio Management,"Risk-Adjusted Returns (Sharpe, Sortino)",5,0.593124
475,475,1900,"[1901, 1902, 1903]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,Stock Screening & Factors,2,0.145641
476,476,1904,"[1905, 1906, 1907]",The Sector Rotation Strategies framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Equities,Sector Rotation Strategies,1,0.236967
477,477,1908,"[1909, 1910, 1911]","Practitioners in Equities routinely apply Equity Valuation — Multiples as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Equities,Equity Valuation — Multiples,4,0.410459
478,478,1912,"[1913, 1914, 1915]",Recent academic research has highlighted the importance of Dividend Discount Models in explaining cross-sectional return differences in the Equities universe.,Equities,Dividend Discount Models,4,0.319462
479,479,1916,"[1917, 1918, 1919]",Regulatory guidance issued in the past five years has clarified expectations around the application of Bond Pricing & Yield in client-facing Fixed Income advisory contexts.,Fixed Income,Bond Pricing & Yield,1,0.108729
480,480,1920,"[1921, 1922, 1923]","According to recent market analysis, the Regulation & Ethics sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Regulation & Ethics,FINRA Rules & Compliance,6,0.997019
481,481,1924,"[1925, 1926, 1927]",The Bond Pricing & Yield framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Bond Pricing & Yield,2,0.203092
482,482,1928,"[1929, 1930, 1931]","Practitioners in Fixed Income routinely apply Duration & Convexity as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Fixed Income,Duration & Convexity,2,0.446382
483,483,1932,"[1933, 1934, 1935]",Recent academic research has highlighted the importance of CFA Institute Code of Ethics in explaining cross-sectional return differences in the Regulation & Ethics universe.,Regulation & Ethics,CFA Institute Code of Ethics,3,0.391316
484,484,1936,"[1937, 1938, 1939]",Regulatory guidance issued in the past five years has clarified expectations around the application of CFA Institute Code of Ethics in client-facing Regulation & Ethics advisory contexts.,Regulation & Ethics,CFA Institute Code of Ethics,2,0.472629
485,485,1940,"[1941, 1942, 1943]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,International Equities & ADRs,6,0.971375
486,486,1944,"[1945, 1946, 1947]",The Natural Resources Investing framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Real Assets,Natural Resources Investing,2,0.085748
487,487,1948,"[1949, 1950, 1951]","Practitioners in Derivatives routinely apply Futures & Forwards as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Derivatives,Futures & Forwards,2,0.02071
488,488,1952,"[1953, 1954, 1955]",Recent academic research has highlighted the importance of IPO & Secondary Offerings in explaining cross-sectional return differences in the Equities universe.,Equities,IPO & Secondary Offerings,4,0.363471
489,489,1956,"[1957, 1958, 1959]",Regulatory guidance issued in the past five years has clarified expectations around the application of Treasury & Government Bonds in client-facing Fixed Income advisory contexts.,Fixed Income,Treasury & Government Bonds,4,0.671561
490,490,1960,"[1961, 1962, 1963]","According to recent market analysis, the Equities sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Equities,IPO & Secondary Offerings,2,0.091531
491,491,1964,"[1965, 1966, 1967]",The Bond Pricing & Yield framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Fixed Income,Bond Pricing & Yield,4,0.775995
492,492,1968,"[1969, 1970, 1971]","Practitioners in Portfolio Management routinely apply Modern Portfolio Theory as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Portfolio Management,Modern Portfolio Theory,5,0.915184
493,493,1972,"[1973, 1974, 1975]",Recent academic research has highlighted the importance of Bond Pricing & Yield in explaining cross-sectional return differences in the Fixed Income universe.,Fixed Income,Bond Pricing & Yield,1,0.121025
494,494,1976,"[1977, 1978, 1979]",Regulatory guidance issued in the past five years has clarified expectations around the application of Monetary Policy & Interest Rates in client-facing Economics advisory contexts.,Economics,Monetary Policy & Interest Rates,2,0.162883
495,495,1980,"[1981, 1982, 1983]","According to recent market analysis, the Risk Management sector has seen increased volatility driven by macroeconomic uncertainty and shifting monetary policy expectations.",Risk Management,Market Risk — Systematic vs Idiosyncratic,5,0.889397
496,496,1984,"[1985, 1986, 1987]",The Cognitive Biases in Investing framework was established following the 2008 financial crisis as part of broader regulatory reform efforts to improve market transparency and resilience.,Behavioral Finance,Cognitive Biases in Investing,3,0.398474
497,497,1988,"[1989, 1990, 1991]","Practitioners in Quantitative Methods routinely apply Probability & Distributions as a core analytical tool, with typical applications ranging from portfolio construction to risk attribution.",Quantitative Methods,Probability & Distributions,1,0.065018
498,498,1992,"[1993, 1994, 1995]",Recent academic research has highlighted the importance of Monte Carlo Simulation in explaining cross-sectional return differences in the Portfolio Management universe.,Portfolio Management,Monte Carlo Simulation,1,0.031388
499,499,1996,"[1997, 1998, 1999]",Regulatory guidance issued in the past five years has clarified expectations around the application of Private Equity & Venture Capital in client-facing Alternative Investments advisory contexts.,Alternative Investments,Private Equity & Venture Capital,1,0.110093