IT Job Skill Index

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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.

Dowload Results

  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 0.110
395 WPF Framework Link Link Link Link 342 0.18% 75 0.12% -0.01 chisq 0.0000 Yes 0.130
171 JSF Framework Link Link Link Link 266 0.14% 58 0.09% -0.01 chisq 0.0002 Yes 0.148
381 WCF Framework Link Link Link Link 258 0.13% 13 0.02% -0.02 chisq 0.0000 Yes 0.280
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 0.249
18 Applet Framework Link Link Link Link 138 0.07% 94 0.15% 0.02 chisq 0.0000 Yes 0.182
389 Windows Forms Framework Link Link Link Link 104 0.05% 19 0.03% -0.01 chisq 0.0027 Yes 0.251
168 JPA Framework Link Link Link Link 99 0.05% 14 0.02% -0.01 chisq 0.0001 Yes 0.284
174 Junit Framework Link Link Link Link 94 0.05% 3 0.00% -0.01 chisq 0.0000 Yes 0.545
6 ADO.NET Framework Link Link Link Link 88 0.05% 23 0.04% 0.00 chisq 0.2446 No 0.241
406 Yii Framework Link Link Link Link 71 0.04% 16 0.03% 0.00 chisq 0.0952 No 0.280
410 Zend Framework Link Link Link Link 66 0.03% 24 0.04% 0.00 chisq 0.5916 No 0.254
128 Google Web Toolkit Framework Link Link Link Link 62 0.03% 11 0.02% -0.01 chisq 0.0189 Yes 0.326
165 Jmeter Framework Link Link Link Link 62 0.03% 3 0.00% -0.01 chisq 0.0000 Yes 0.550
228 node.js Framework Link Link Link Link 48 0.02% 3 0.00% -0.01 chisq 0.0002 Yes 0.555
103 Entity Framework Framework Link Link Link Link 47 0.02% 2 0.00% -0.01 chisq 0.0001 Yes 0.650
110 Facelets Framework Link Link Link Link 43 0.02% 7 0.01% -0.01 chisq 0.0349 Yes 0.401
310 Smarty Framework Link Link Link Link 36 0.02% 25 0.04% 0.01 chisq 0.0000 Yes 0.355
33 CakePHP Framework Link Link Link Link 27 0.01% 16 0.03% 0.01 chisq 0.0058 Yes 0.384
277 RichFaces Framework Link Link Link Link 12 0.01% 10 0.02% 0.01 fisher 0.0004 Yes 0.704

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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