IT Job Skill Index

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IT Job Skill Index for Programming Language

"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
158 Java Programming Language Link Link Link Link 25056 13.03% 9577 15.31% 0.05 chisq 0.0000 Yes 0.014
370 Visual C# Programming Language Link Link Link 5445 2.83% 2012 3.22% 0.02 chisq 0.0000 Yes 0.029
32 C++ Programming Language Link Link Link Link 5140 2.67% 1250 2.00% -0.03 chisq 0.0000 Yes 0.033
367 Visual Basic Programming Language Link Link Link 3571 1.86% 1406 2.25% 0.02 chisq 0.0000 Yes 0.035
31 C Programming Language Link Link Link Link 3450 1.79% 1070 1.71% 0.00 chisq 0.0604 No 0.037
368 Visual Basic .NET Programming Language Link Link Link 2073 1.08% 1010 1.61% 0.04 chisq 0.0000 Yes 0.044
26 Batch (Windows/Dos) Programming Language Link Link Link Link 1651 0.86% 563 0.90% 0.00 chisq 0.1749 No 0.052
249 Perl Programming Language Link Link Link Link 1108 0.58% 223 0.36% -0.02 chisq 0.0000 Yes 0.075
359 Unix shell Programming Language Link Link Link Link 1005 0.52% 189 0.30% -0.02 chisq 0.0000 Yes 0.081
292 SAS Programming Language Link Link Link Link 991 0.52% 177 0.28% -0.02 chisq 0.0000 Yes 0.083
59 COBO Programming Language Link Link Link Link 984 0.51% 341 0.55% 0.00 chisq 0.1605 No 0.067
282 S Programming Language Link Link Link 976 0.51% 179 0.29% -0.02 chisq 0.0000 Yes 0.083
262 PowerBuilder Programming Language Link Link Link Link 817 0.42% 435 0.70% 0.03 chisq 0.0000 Yes 0.070
79 Delphi Programming Language Link Link Link Link 680 0.35% 261 0.42% 0.01 chisq 0.0012 Yes 0.079
269 Python Programming Language Link Link Link Link 660 0.34% 139 0.22% -0.01 chisq 0.0000 Yes 0.095
279 IBM RPG Programming Language Link Link Link Link 549 0.29% 162 0.26% 0.00 chisq 0.1444 No 0.094
369 Visual C++ Programming Language Link Link Link Link 392 0.20% 81 0.13% -0.01 chisq 0.0000 Yes 0.125
280 Ruby Programming Language Link Link Link Link 387 0.20% 46 0.07% -0.02 chisq 0.0000 Yes 0.156
118 FoxPro Programming Language Link Link Link Link 358 0.19% 160 0.26% 0.01 chisq 0.0000 Yes 0.106
272 R Programming Language Link Link Link Link 331 0.17% 82 0.13% -0.01 chisq 0.0032 Yes 0.127
146 IBM Informix-4GL Programming Language Link Link Link Link 324 0.17% 52 0.08% -0.01 chisq 0.0000 Yes 0.151
198 Max Programming Language Link Link Link Link 257 0.13% 112 0.18% 0.01 chisq 0.0002 Yes 0.126
371 Visual FoxPro Programming Language Link Link Link Link 192 0.10% 62 0.10% 0.00 chisq 1.0000 No 0.154
117 Fortress Programming Language Link Link Link Link 185 0.10% 106 0.17% 0.02 chisq 0.0000 Yes 0.148
25 Bash Programming Language Link Link Link Link 161 0.08% 18 0.03% -0.01 chisq 0.0000 Yes 0.247
62 ColdFusion Programming Language Link Link Link Link 136 0.07% 46 0.07% 0.00 chisq 0.8144 No 0.180
248 PEARL Programming Language Link Link Link Link 134 0.07% 45 0.07% 0.00 chisq 0.8634 No 0.182
320 SPSS Programming Language Link Link Link Link 126 0.07% 18 0.03% -0.01 chisq 0.0000 Yes 0.252
270 Qi Programming Language Link Link Link Link 122 0.06% 53 0.08% 0.01 chisq 0.0131 Yes 0.182
360 VBScript Programming Language Link Link Link Link 99 0.05% 38 0.06% 0.00 chisq 0.2543 No 0.206
197 MATLAB Programming Language Link Link Link Link 70 0.04% 10 0.02% -0.01 chisq 0.0018 Yes 0.334
254 Pico Programming Language Link Link Link 55 0.03% 23 0.04% 0.00 chisq 0.1837 No 0.271
21 Assembly language Programming Language Link Link Link Link 51 0.03% 12 0.02% 0.00 chisq 0.2223 No 0.325
336 Tcl Programming Language Link Link Link 49 0.03% 8 0.01% -0.01 chisq 0.0234 Yes 0.377
361 Verilog Programming Language Link Link Link Link 41 0.02% 1 0.00% -0.01 chisq 0.0001 Yes 0.831
246 Pascal Programming Language Link Link Link Link 36 0.02% 23 0.04% 0.01 chisq 0.0001 Yes 0.342
205 Mercury Programming Language Link Link Link Link 33 0.02% 6 0.01% 0.00 chisq 0.1160 No 0.436
293 Scala Programming Language Link Link Link Link 23 0.01% 1 0.00% -0.01 chisq 0.0078 Yes 0.843

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 Programming Language

Pie chart of Programming Language with Higher Diploma


Created by Mr. Cyrus Wong, Data Scientist.
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