IT Job Skill Index

IT Job Skill Index for Framework

"Yes" means the Job Advertisement with the Keyword in Name Column. And, you can click the header for Sorting.

Name Group Trend Predict SocialNetwork GeoChart Yes YesRate YesAndHD YesRateAndHD CorrelationCoefficientWithHD Test Pvalue HDRelated OddsRatio

206 Microsoft .NET Framework Link Link Link 13020 6.77% 4618 7.38% 0.02 chisq 0.0000 Yes 0.019

155 J2EE Framework Link Link Link Link 7038 3.66% 1964 3.14% -0.02 chisq 0.0000 Yes 0.027

132 Hibernate Framework Link Link Link Link 1842 0.96% 592 0.95% 0.00 chisq 0.7493 No 0.050

319 Spring Framework Link Link Link Link 1836 0.95% 601 0.96% 0.00 chisq 0.8586 No 0.050

219 MVC Framework Link Link Link Link 1492 0.78% 512 0.82% 0.00 chisq 0.1429 No 0.055

328 Struts Framework Link Link Link Link 914 0.48% 454 0.73% 0.03 chisq 0.0000 Yes 0.066

330 Swing Framework Link Link Link Link 619 0.32% 197 0.31% 0.00 chisq 0.7468 No 0.086

101 EJB Framework Link Link Link Link 496 0.26% 182 0.29% 0.00 chisq 0.0521 No 0.093

307 Silverlight Framework Link Link Link Link 417 0.22% 112 0.18% -0.01 chisq 0.0157 Yes 0.111

395 WPF Framework Link Link Link Link 342 0.18% 75 0.12% -0.01 chisq 0.0000 Yes 0.131

171 JSF Framework Link Link Link Link 266 0.14% 58 0.09% -0.01 chisq 0.0002 Yes 0.149

381 WCF Framework Link Link Link Link 258 0.13% 13 0.02% -0.02 chisq 0.0000 Yes 0.285

139 iBatis Framework Link Link Link Link 220 0.11% 106 0.17% 0.01 chisq 0.0000 Yes 0.135

281 Ruby on Rails Framework Link Link Link Link 141 0.07% 18 0.03% -0.01 chisq 0.0000 Yes 0.252

18 Applet Framework Link Link Link Link 138 0.07% 94 0.15% 0.02 chisq 0.0000 Yes 0.183

389 Windows Forms Framework Link Link Link Link 104 0.05% 19 0.03% -0.01 chisq 0.0027 Yes 0.254

168 JPA Framework Link Link Link Link 99 0.05% 14 0.02% -0.01 chisq 0.0001 Yes 0.288

174 Junit Framework Link Link Link Link 94 0.05% 3 0.00% -0.01 chisq 0.0000 Yes 0.587

6 ADO.NET Framework Link Link Link Link 88 0.05% 23 0.04% 0.00 chisq 0.2446 No 0.243

406 Yii Framework Link Link Link Link 71 0.04% 16 0.03% 0.00 chisq 0.0952 No 0.284

410 Zend Framework Link Link Link Link 66 0.03% 24 0.04% 0.00 chisq 0.5916 No 0.256

128 Google Web Toolkit Framework Link Link Link Link 62 0.03% 11 0.02% -0.01 chisq 0.0189 Yes 0.332

165 Jmeter Framework Link Link Link Link 62 0.03% 3 0.00% -0.01 chisq 0.0000 Yes 0.592

228 node.js Framework Link Link Link Link 48 0.02% 3 0.00% -0.01 chisq 0.0002 Yes 0.596

103 Entity Framework Framework Link Link Link Link 47 0.02% 2 0.00% -0.01 chisq 0.0001 Yes 0.723

110 Facelets Framework Link Link Link Link 43 0.02% 7 0.01% -0.01 chisq 0.0349 Yes 0.413

310 Smarty Framework Link Link Link Link 36 0.02% 25 0.04% 0.01 chisq 0.0000 Yes 0.362

33 CakePHP Framework Link Link Link Link 27 0.01% 16 0.03% 0.01 chisq 0.0058 Yes 0.392

277 RichFaces Framework Link Link Link Link 12 0.01% 10 0.02% 0.01 fisher 0.0004 Yes 0.775

Remark:
(1) Test with 5% significant level.
(2) The Correlation Coefficient is "Phi coefficient", which is a measure of association for two binary variables.
(3) Trend Analysis sharp increases for the recent month is because of added new JobAd Sources and increased the capture frequents.

Pie chart of Framework

Pie chart of Framework with Higher Diploma

Created by Mr. Cyrus Wong, Data Scientist.
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