Pick any relevant to your major dataset that you would like to analyze Use R, Python or other tool to compute exploratory factor analysis Submit a Word report describing each step and a result of this process, include relevant scripts and outputs produced by the tool you use On top of that your report has to include Description of the dataset and the expectation of the factors Description of the factors, variable loads Explanation of the meaning of the factors Give an example how the model can be used to predict the factor scores Discuss the model's quality https www python org downloads Year Sales type Category Commodity Commodity Code Value Value Unit Value Label 2008 Total sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 1694 nzd NZD millions 2010 Total sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 1697 nzd NZD millions 2012 Total sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 1919 nzd NZD millions 2014 Total sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 2121 nzd NZD millions 2008 Total sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 3335 nzd NZD millions 2010 Total sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 3293 nzd NZD millions 2012 Total sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 3862 nzd NZD millions 2014 Total sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 3500 nzd NZD millions 2008 Total sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 1381 nzd NZD millions 2010 Total sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 1181 nzd NZD millions 2012 Total sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 1117 nzd NZD millions 2014 Total sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 957 nzd NZD millions 2008 Total sales ICT goods (excluding software) Electronic components Electronic components 663 nzd NZD millions 2010 Total sales ICT goods (excluding software) Electronic components Electronic components 470 nzd NZD millions 2012 Total sales ICT goods (excluding software) Electronic components Electronic components 562 nzd NZD millions 2014 Total sales ICT goods (excluding software) Electronic components Electronic components 398 nzd NZD millions 2008 Total sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 730 nzd NZD millions 2010 Total sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 862 nzd NZD millions 2012 Total sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 1062 nzd NZD millions 2014 Total sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 1108 nzd NZD millions 2008 Total sales ICT goods (excluding software) Other ICT goods Other ICT goods 231 nzd NZD millions 2010 Total sales ICT goods (excluding software) Other ICT goods Other ICT goods 246 nzd NZD millions 2012 Total sales ICT goods (excluding software) Other ICT goods Other ICT goods 288 nzd NZD millions 2014 Total sales ICT goods (excluding software) Other ICT goods Other ICT goods 326 nzd NZD millions 2008 Total sales Published software Published software Published software 953 nzd NZD millions 2010 Total sales Published software Published software Published software 1189 nzd NZD millions 2012 Total sales Published software Published software Published software 1307 nzd NZD millions 2014 Total sales Published software Published software Published software 1526 nzd NZD millions 2008 Total sales Total ICT goods Total ICT goods ICT goods 8987 nzd NZD millions 2010 Total sales Total ICT goods Total ICT goods ICT goods 8938 nzd NZD millions 2012 Total sales Total ICT goods Total ICT goods ICT goods 10117 nzd NZD millions 2014 Total sales Total ICT goods Total ICT goods ICT goods 9935 nzd NZD millions 2008 Total sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services 5836 nzd NZD millions 2010 Total sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services 5895 nzd NZD millions 2012 Total sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services 6979 nzd NZD millions 2014 Total sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services 6247 nzd NZD millions 2008 Total sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 703 nzd NZD millions 2010 Total sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 909 nzd NZD millions 2012 Total sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 1311 nzd NZD millions 2014 Total sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 1964 nzd NZD millions 2008 Total sales Communication services Internet access Internet access nzd NZD millions 2010 Total sales Communication services Internet access Internet access nzd NZD millions 2012 Total sales Communication services Internet access Internet access 1226 nzd NZD millions 2014 Total sales Communication services Internet access Internet access 1776 nzd NZD millions 2008 Total sales Communication services Internet telecommunication services Internet telecommunication services nzd NZD millions 2010 Total sales Communication services Internet telecommunication services Internet telecommunication services nzd NZD millions 2012 Total sales Communication services Internet telecommunication services Internet telecommunication services 85 nzd NZD millions 2014 Total sales Communication services Internet telecommunication services Internet telecommunication services 188 nzd NZD millions 2008 Total sales Information technology services IT technical support services IT technical support services 1267 nzd NZD millions 2010 Total sales Information technology services IT technical support services IT technical support services 1398 nzd NZD millions 2012 Total sales Information technology services IT technical support services IT technical support services 1647 nzd NZD millions 2014 Total sales Information technology services IT technical support services IT technical support services 1993 nzd NZD millions 2008 Total sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 1228 nzd NZD millions 2010 Total sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 1339 nzd NZD millions 2012 Total sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 1535 nzd NZD millions 2014 Total sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 1978 nzd NZD millions 2008 Total sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 688 nzd NZD millions 2010 Total sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 732 nzd NZD millions 2012 Total sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 767 nzd NZD millions 2014 Total sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 860 nzd NZD millions 2008 Total sales Other ICT services Renting or leasing ICT services Renting or leasing ICT services 150 nzd NZD millions 2010 Total sales Other ICT services Renting or leasing ICT services Renting or leasing ICT services 181 nzd NZD millions 2012 Total sales Other ICT services Renting or leasing ICT services Renting or leasing ICT services 159 nzd NZD millions 2014 Total sales Other ICT services Renting or leasing ICT services Renting or leasing ICT services 107 nzd NZD millions 2008 Total sales Other ICT services Training and education in ICT Training and education in ICT 39 nzd NZD millions 2010 Total sales Other ICT services Training and education in ICT Training and education in ICT 29 nzd NZD millions 2012 Total sales Other ICT services Training and education in ICT Training and education in ICT 29 nzd NZD millions 2014 Total sales Other ICT services Training and education in ICT Training and education in ICT 27 nzd NZD millions 2008 Total sales Other ICT services Other ICT services and other software Other ICT services and other software 63 nzd NZD millions 2010 Total sales Other ICT services Other ICT services and other software Other ICT services and other software 70 nzd NZD millions 2012 Total sales Other ICT services Other ICT services and other software Other ICT services and other software 203 nzd NZD millions 2014 Total sales Other ICT services Other ICT services and other software Other ICT services and other software 342 nzd NZD millions 2008 Total sales Total ICT services Total ICT services ICT services 9974 nzd NZD millions 2010 Total sales Total ICT services Total ICT services ICT services 10553 nzd NZD millions 2012 Total sales Total ICT services Total ICT services ICT services 12630 nzd NZD millions 2014 Total sales Total ICT services Total ICT services ICT services 13518 nzd NZD millions 2008 Total sales Total ICT goods and services Total ICT goods and services ICT goods and services 18960 nzd NZD millions 2010 Total sales Total ICT goods and services Total ICT goods and services ICT goods and services 19491 nzd NZD millions 2012 Total sales Total ICT goods and services Total ICT goods and services ICT goods and services 22746 nzd NZD millions 2014 Total sales Total ICT goods and services Total ICT goods and services ICT goods and services 23453 nzd NZD millions 2008 Export sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 232 nzd NZD millions 2010 Export sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 236 nzd NZD millions 2012 Export sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 139 nzd NZD millions 2014 Export sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 118 nzd NZD millions 2008 Export sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 73 nzd NZD millions 2010 Export sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 155 nzd NZD millions 2012 Export sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 136 nzd NZD millions 2014 Export sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 115 nzd NZD millions 2008 Export sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 47 nzd NZD millions 2010 Export sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 34 nzd NZD millions 2012 Export sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 21 nzd NZD millions 2014 Export sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 21 nzd NZD millions 2008 Export sales ICT goods (excluding software) Electronic components Electronic components 276 nzd NZD millions 2010 Export sales ICT goods (excluding software) Electronic components Electronic components 190 nzd NZD millions 2012 Export sales ICT goods (excluding software) Electronic components Electronic components 261 nzd NZD millions 2014 Export sales ICT goods (excluding software) Electronic components Electronic components 126 nzd NZD millions 2008 Export sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 234 nzd NZD millions 2010 Export sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 336 nzd NZD millions 2012 Export sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 308 nzd NZD millions 2014 Export sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 337 nzd NZD millions 2008 Export sales ICT goods (excluding software) Other ICT goods Other ICT goods 1 nzd NZD millions 2010 Export sales ICT goods (excluding software) Other ICT goods Other ICT goods 2 nzd NZD millions 2012 Export sales ICT goods (excluding software) Other ICT goods Other ICT goods 14 nzd NZD millions 2014 Export sales ICT goods (excluding software) Other ICT goods Other ICT goods 19 nzd NZD millions 2008 Export sales Published software Published software Published software 89 nzd NZD millions 2010 Export sales Published software Published software Published software 131 nzd NZD millions 2012 Export sales Published software Published software Published software 166 nzd NZD millions 2014 Export sales Published software Published software Published software 300 nzd NZD millions 2008 Export sales Total ICT goods Total ICT goods ICT goods 950 nzd NZD millions 2010 Export sales Total ICT goods Total ICT goods ICT goods 1084 nzd NZD millions 2012 Export sales Total ICT goods Total ICT goods ICT goods 1045 nzd NZD millions 2014 Export sales Total ICT goods Total ICT goods ICT goods 1037 nzd NZD millions 2008 Export sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services nzd NZD millions 2010 Export sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services nzd NZD millions 2012 Export sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services 47 nzd NZD millions 2014 Export sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services 36 nzd NZD millions 2008 Export sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 1 nzd NZD millions 2010 Export sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 1 nzd NZD millions 2012 Export sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 18 nzd NZD millions 2014 Export sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 28 nzd NZD millions 2008 Export sales Communication services Internet access Internet access nzd NZD millions 2010 Export sales Communication services Internet access Internet access nzd NZD millions 2012 Export sales Communication services Internet access Internet access 14 nzd NZD millions 2014 Export sales Communication services Internet access Internet access nzd NZD millions 2008 Export sales Communication services Internet telecommunication services Internet telecommunication services nzd NZD millions 2010 Export sales Communication services Internet telecommunication services Internet telecommunication services nzd NZD millions 2012 Export sales Communication services Internet telecommunication services Internet telecommunication services 3 nzd NZD millions 2014 Export sales Communication services Internet telecommunication services Internet telecommunication services nzd NZD millions 2008 Export sales Information technology services IT technical support services IT technical support services 93 nzd NZD millions 2010 Export sales Information technology services IT technical support services IT technical support services 98 nzd NZD millions 2012 Export sales Information technology services IT technical support services IT technical support services 85 nzd NZD millions 2014 Export sales Information technology services IT technical support services IT technical support services 103 nzd NZD millions 2008 Export sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 178 nzd NZD millions 2010 Export sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 225 nzd NZD millions 2012 Export sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 300 nzd NZD millions 2014 Export sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 357 nzd NZD millions 2008 Export sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 39 nzd NZD millions 2010 Export sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 49 nzd NZD millions 2012 Export sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 73 nzd NZD millions 2014 Export sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 106 nzd NZD millions 2008 Export sales Other ICT services Renting or leasing ICT services, and training and education Renting or leasing ICT services, and training and education 3 nzd NZD millions 2010 Export sales Other ICT services Renting or leasing ICT services, and training and education Renting or leasing ICT services, and training and education 3 nzd NZD millions 2012 Export sales Other ICT services Renting or leasing ICT services, and training and education Renting or leasing ICT services, and training and education 4 nzd NZD millions 2014 Export sales Other ICT services Renting or leasing ICT services, and training and education Renting or leasing ICT services, and training and education 6 nzd NZD millions 2008 Export sales Other ICT services Other ICT services and other software Other ICT services and other software nzd NZD millions 2010 Export sales Other ICT services Other ICT services and other software Other ICT services and other software nzd NZD millions 2012 Export sales Other ICT services Other ICT services and other software Other ICT services and other software 41 nzd NZD millions 2014 Export sales Other ICT services Other ICT services and other software Other ICT services and other software 64 nzd NZD millions 2008 Export sales Total ICT services Total ICT services ICT services 382 nzd NZD millions 2010 Export sales Total ICT services Total ICT services ICT services 460 nzd NZD millions 2012 Export sales Total ICT services Total ICT services ICT services 567 nzd NZD millions 2014 Export sales Total ICT services Total ICT services ICT services 697 nzd NZD millions 2008 Export sales Total ICT goods and services Total ICT goods and services ICT goods and services 1332 nzd NZD millions 2010 Export sales Total ICT goods and services Total ICT goods and services ICT goods and services 1542 nzd NZD millions 2012 Export sales Total ICT goods and services Total ICT goods and services ICT goods and services 1612 nzd NZD millions 2014 Export sales Total ICT goods and services Total ICT goods and services ICT goods and services 1735 nzd NZD millions 2008 Domestic sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 1462 nzd NZD millions 2010 Domestic sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 1461 nzd NZD millions 2012 Domestic sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 1780 nzd NZD millions 2014 Domestic sales ICT goods (excluding software) Telecommunications equipment Telecommunications equipment 2003 nzd NZD millions 2008 Domestic sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 3262 nzd NZD millions 2010 Domestic sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 3139 nzd NZD millions 2012 Domestic sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 3727 nzd NZD millions 2014 Domestic sales ICT goods (excluding software) Computer and related equipment Computer and related equipment 3385 nzd NZD millions 2008 Domestic sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 1334 nzd NZD millions 2010 Domestic sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 1147 nzd NZD millions 2012 Domestic sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 1096 nzd NZD millions 2014 Domestic sales ICT goods (excluding software) Audio and visual equipment Audio and visual equipment 936 nzd NZD millions 2008 Domestic sales ICT goods (excluding software) Electronic components Electronic components 387 nzd NZD millions 2010 Domestic sales ICT goods (excluding software) Electronic components Electronic components 281 nzd NZD millions 2012 Domestic sales ICT goods (excluding software) Electronic components Electronic components 301 nzd NZD millions 2014 Domestic sales ICT goods (excluding software) Electronic components Electronic components 273 nzd NZD millions 2008 Domestic sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 497 nzd NZD millions 2010 Domestic sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 526 nzd NZD millions 2012 Domestic sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 754 nzd NZD millions 2014 Domestic sales ICT goods (excluding software) Electronic devices and equipment Electronic devices and equipment 770 nzd NZD millions 2008 Domestic sales ICT goods (excluding software) Other ICT goods Other ICT goods 230 nzd NZD millions 2010 Domestic sales ICT goods (excluding software) Other ICT goods Other ICT goods 244 nzd NZD millions 2012 Domestic sales ICT goods (excluding software) Other ICT goods Other ICT goods 274 nzd NZD millions 2014 Domestic sales ICT goods (excluding software) Other ICT goods Other ICT goods 307 nzd NZD millions 2008 Domestic sales Published software Published software Published software 864 nzd NZD millions 2010 Domestic sales Published software Published software Published software 1058 nzd NZD millions 2012 Domestic sales Published software Published software Published software 1142 nzd NZD millions 2014 Domestic sales Published software Published software Published software 1226 nzd NZD millions 2008 Domestic sales Total ICT goods Total ICT goods ICT goods 8037 nzd NZD millions 2010 Domestic sales Total ICT goods Total ICT goods ICT goods 7855 nzd NZD millions 2012 Domestic sales Total ICT goods Total ICT goods ICT goods 9074 nzd NZD millions 2014 Domestic sales Total ICT goods Total ICT goods ICT goods 8898 nzd NZD millions 2008 Domestic sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services nzd NZD millions 2010 Domestic sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services nzd NZD millions 2012 Domestic sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services 6931 nzd NZD millions 2014 Domestic sales Communication services Telecommunication and program distribution services Telecommunication and program distribution services 6212 nzd NZD millions 2008 Domestic sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 702 nzd NZD millions 2010 Domestic sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 908 nzd NZD millions 2012 Domestic sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 1293 nzd NZD millions 2014 Domestic sales Communication services Internet access and Internet telecommunication services Internet access and Internet telecommunication services 1936 nzd NZD millions 2008 Domestic sales Communication services Internet access Internet access nzd NZD millions 2010 Domestic sales Communication services Internet access Internet access nzd NZD millions 2012 Domestic sales Communication services Internet access Internet access 1212 nzd NZD millions 2014 Domestic sales Communication services Internet access Internet access nzd NZD millions 2008 Domestic sales Communication services Internet telecommunication services Internet telecommunication services nzd NZD millions 2010 Domestic sales Communication services Internet telecommunication services Internet telecommunication services nzd NZD millions 2012 Domestic sales Communication services Internet telecommunication services Internet telecommunication services 81 nzd NZD millions 2014 Domestic sales Communication services Internet telecommunication services Internet telecommunication services nzd NZD millions 2008 Domestic sales Information technology services IT technical support services IT technical support services 1174 nzd NZD millions 2010 Domestic sales Information technology services IT technical support services IT technical support services 1300 nzd NZD millions 2012 Domestic sales Information technology services IT technical support services IT technical support services 1562 nzd NZD millions 2014 Domestic sales Information technology services IT technical support services IT technical support services 1890 nzd NZD millions 2008 Domestic sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 1050 nzd NZD millions 2010 Domestic sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 1114 nzd NZD millions 2012 Domestic sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 1235 nzd NZD millions 2014 Domestic sales Information technology services IT design, consulting, and development services IT design, consulting, and development services 1621 nzd NZD millions 2008 Domestic sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 649 nzd NZD millions 2010 Domestic sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 683 nzd NZD millions 2012 Domestic sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 693 nzd NZD millions 2014 Domestic sales Information technology services Hosting and IT infrastructure provisioning services Hosting and IT infrastructure provisioning services 755 nzd NZD millions 2008 Domestic sales Other ICT services Renting or leasing ICT services, and training and education Renting or leasing ICT services, and training and education 186 nzd NZD millions 2010 Domestic sales Other ICT services Renting or leasing ICT services, and training and education Renting or leasing ICT services, and training and education 180 nzd NZD millions 2012 Domestic sales Other ICT services Renting or leasing ICT services, and training and education Renting or leasing ICT services, and training and education 183 nzd NZD millions 2014 Domestic sales Other ICT services Renting or leasing ICT services, and training and education Renting or leasing ICT services, and training and education 129 nzd NZD millions 2008 Domestic sales Other ICT services Other ICT services and other software Other ICT services and other software nzd NZD millions 2010 Domestic sales Other ICT services Other ICT services and other software Other ICT services and other software nzd NZD millions 2012 Domestic sales Other ICT services Other ICT services and other software Other ICT services and other software 162 nzd NZD millions 2014 Domestic sales Other ICT services Other ICT services and other software Other ICT services and other software 278 nzd NZD millions 2008 Domestic sales Total ICT services Total ICT services ICT services 9591 nzd NZD millions 2010 Domestic sales Total ICT services Total ICT services ICT services 10094 nzd NZD millions 2012 Domestic sales Total ICT services Total ICT services ICT services 12059 nzd NZD millions 2014 Domestic sales Total ICT services Total ICT services ICT services 12821 nzd NZD millions 2008 Domestic sales Total ICT goods and services Total ICT goods and services ICT goods and services 17628 nzd NZD millions 2010 Domestic sales Total ICT goods and services Total ICT goods and services ICT goods and services 17949 nzd NZD millions 2012 Domestic sales Total ICT goods and services Total ICT goods and services ICT goods and services 21134 nzd NZD millions 2014 Domestic sales Total ICT goods and services Total ICT goods and services ICT goods and services 21719 nzd NZD millions

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Pick any relevant to your major dataset that you would like to analyze. Use R, Python or other tool to compute exploratory factor analysis. Submit

Pick any relevant to your major dataset that you would like to analyze.
Use R, Python or other tool to compute exploratory factor analysis.
Submit a Word report describing each step and a result of this process, include relevant scripts and outputs produced by the tool you use. On top of that your report has to include:
1. Description of the dataset and the expectation of the factors.
2. Description of the factors, variable loads.
3. Explanation of the meaning of the factors.
4. Give an example how the model can be used to predict the factor scores.
5. Discuss the model's quality.

https://www.python.org/downloads/

Year	Sales type	Category	Commodity	Commodity Code	Value	Value Unit	Value Label
2008	Total sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	1694	nzd	NZD millions
2010	Total sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	1697	nzd	NZD millions
2012	Total sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	1919	nzd	NZD millions
2014	Total sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	2121	nzd	NZD millions
2008	Total sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	3335	nzd	NZD millions
2010	Total sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	3293	nzd	NZD millions
2012	Total sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	3862	nzd	NZD millions
2014	Total sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	3500	nzd	NZD millions
2008	Total sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	1381	nzd	NZD millions
2010	Total sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	1181	nzd	NZD millions
2012	Total sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	1117	nzd	NZD millions
2014	Total sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	957	nzd	NZD millions
2008	Total sales	ICT goods (excluding software)	Electronic components	Electronic components	663	nzd	NZD millions
2010	Total sales	ICT goods (excluding software)	Electronic components	Electronic components	470	nzd	NZD millions
2012	Total sales	ICT goods (excluding software)	Electronic components	Electronic components	562	nzd	NZD millions
2014	Total sales	ICT goods (excluding software)	Electronic components	Electronic components	398	nzd	NZD millions
2008	Total sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	730	nzd	NZD millions
2010	Total sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	862	nzd	NZD millions
2012	Total sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	1062	nzd	NZD millions
2014	Total sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	1108	nzd	NZD millions
2008	Total sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	231	nzd	NZD millions
2010	Total sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	246	nzd	NZD millions
2012	Total sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	288	nzd	NZD millions
2014	Total sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	326	nzd	NZD millions
2008	Total sales	Published software	Published software	Published software	953	nzd	NZD millions
2010	Total sales	Published software	Published software	Published software	1189	nzd	NZD millions
2012	Total sales	Published software	Published software	Published software	1307	nzd	NZD millions
2014	Total sales	Published software	Published software	Published software	1526	nzd	NZD millions
2008	Total sales	Total ICT goods	Total ICT goods	ICT goods	8987	nzd	NZD millions
2010	Total sales	Total ICT goods	Total ICT goods	ICT goods	8938	nzd	NZD millions
2012	Total sales	Total ICT goods	Total ICT goods	ICT goods	10117	nzd	NZD millions
2014	Total sales	Total ICT goods	Total ICT goods	ICT goods	9935	nzd	NZD millions
2008	Total sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	5836	nzd	NZD millions
2010	Total sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	5895	nzd	NZD millions
2012	Total sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	6979	nzd	NZD millions
2014	Total sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	6247	nzd	NZD millions
2008	Total sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	703	nzd	NZD millions
2010	Total sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	909	nzd	NZD millions
2012	Total sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	1311	nzd	NZD millions
2014	Total sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	1964	nzd	NZD millions
2008	Total sales	Communication services	Internet access	Internet access		nzd	NZD millions
2010	Total sales	Communication services	Internet access	Internet access		nzd	NZD millions
2012	Total sales	Communication services	Internet access	Internet access	1226	nzd	NZD millions
2014	Total sales	Communication services	Internet access	Internet access	1776	nzd	NZD millions
2008	Total sales	Communication services	Internet telecommunication services	Internet telecommunication services	nzd	NZD millions
2010	Total sales	Communication services	Internet telecommunication services	Internet telecommunication services	nzd	NZD millions
2012	Total sales	Communication services	Internet telecommunication services	Internet telecommunication services	85	nzd	NZD millions
2014	Total sales	Communication services	Internet telecommunication services	Internet telecommunication services	188	nzd	NZD millions
2008	Total sales	Information technology services	IT technical support services	IT technical support services	1267	nzd	NZD millions
2010	Total sales	Information technology services	IT technical support services	IT technical support services	1398	nzd	NZD millions
2012	Total sales	Information technology services	IT technical support services	IT technical support services	1647	nzd	NZD millions
2014	Total sales	Information technology services	IT technical support services	IT technical support services	1993	nzd	NZD millions
2008	Total sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	1228	nzd	NZD millions
2010	Total sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	1339	nzd	NZD millions
2012	Total sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	1535	nzd	NZD millions
2014	Total sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	1978	nzd	NZD millions
2008	Total sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	688	nzd	NZD millions
2010	Total sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	732	nzd	NZD millions
2012	Total sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	767	nzd	NZD millions
2014	Total sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	860	nzd	NZD millions
2008	Total sales	Other ICT services	Renting or leasing ICT services	Renting or leasing ICT services	150	nzd	NZD millions
2010	Total sales	Other ICT services	Renting or leasing ICT services	Renting or leasing ICT services	181	nzd	NZD millions
2012	Total sales	Other ICT services	Renting or leasing ICT services	Renting or leasing ICT services	159	nzd	NZD millions
2014	Total sales	Other ICT services	Renting or leasing ICT services	Renting or leasing ICT services	107	nzd	NZD millions
2008	Total sales	Other ICT services	Training and education in ICT	Training and education in ICT	39	nzd	NZD millions
2010	Total sales	Other ICT services	Training and education in ICT	Training and education in ICT	29	nzd	NZD millions
2012	Total sales	Other ICT services	Training and education in ICT	Training and education in ICT	29	nzd	NZD millions
2014	Total sales	Other ICT services	Training and education in ICT	Training and education in ICT	27	nzd	NZD millions
2008	Total sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	63	nzd	NZD millions
2010	Total sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	70	nzd	NZD millions
2012	Total sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	203	nzd	NZD millions
2014	Total sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	342	nzd	NZD millions
2008	Total sales	Total ICT services	Total ICT services	ICT services	9974	nzd	NZD millions
2010	Total sales	Total ICT services	Total ICT services	ICT services	10553	nzd	NZD millions
2012	Total sales	Total ICT services	Total ICT services	ICT services	12630	nzd	NZD millions
2014	Total sales	Total ICT services	Total ICT services	ICT services	13518	nzd	NZD millions
2008	Total sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	18960	nzd	NZD millions
2010	Total sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	19491	nzd	NZD millions
2012	Total sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	22746	nzd	NZD millions
2014	Total sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	23453	nzd	NZD millions
2008	Export sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	232	nzd	NZD millions
2010	Export sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	236	nzd	NZD millions
2012	Export sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	139	nzd	NZD millions
2014	Export sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	118	nzd	NZD millions
2008	Export sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	73	nzd	NZD millions
2010	Export sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	155	nzd	NZD millions
2012	Export sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	136	nzd	NZD millions
2014	Export sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	115	nzd	NZD millions
2008	Export sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	47	nzd	NZD millions
2010	Export sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	34	nzd	NZD millions
2012	Export sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	21	nzd	NZD millions
2014	Export sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	21	nzd	NZD millions
2008	Export sales	ICT goods (excluding software)	Electronic components	Electronic components	276	nzd	NZD millions
2010	Export sales	ICT goods (excluding software)	Electronic components	Electronic components	190	nzd	NZD millions
2012	Export sales	ICT goods (excluding software)	Electronic components	Electronic components	261	nzd	NZD millions
2014	Export sales	ICT goods (excluding software)	Electronic components	Electronic components	126	nzd	NZD millions
2008	Export sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	234	nzd	NZD millions
2010	Export sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	336	nzd	NZD millions
2012	Export sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	308	nzd	NZD millions
2014	Export sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	337	nzd	NZD millions
2008	Export sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	1	nzd	NZD millions
2010	Export sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	2	nzd	NZD millions
2012	Export sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	14	nzd	NZD millions
2014	Export sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	19	nzd	NZD millions
2008	Export sales	Published software	Published software	Published software	89	nzd	NZD millions
2010	Export sales	Published software	Published software	Published software	131	nzd	NZD millions
2012	Export sales	Published software	Published software	Published software	166	nzd	NZD millions
2014	Export sales	Published software	Published software	Published software	300	nzd	NZD millions
2008	Export sales	Total ICT goods	Total ICT goods	ICT goods	950	nzd	NZD millions
2010	Export sales	Total ICT goods	Total ICT goods	ICT goods	1084	nzd	NZD millions
2012	Export sales	Total ICT goods	Total ICT goods	ICT goods	1045	nzd	NZD millions
2014	Export sales	Total ICT goods	Total ICT goods	ICT goods	1037	nzd	NZD millions
2008	Export sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	nzd	NZD millions
2010	Export sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	nzd	NZD millions
2012	Export sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	47	nzd	NZD millions
2014	Export sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	36	nzd	NZD millions
2008	Export sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	1	nzd	NZD millions
2010	Export sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	1	nzd	NZD millions
2012	Export sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	18	nzd	NZD millions
2014	Export sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	28	nzd	NZD millions
2008	Export sales	Communication services	Internet access	Internet access		nzd	NZD millions
2010	Export sales	Communication services	Internet access	Internet access		nzd	NZD millions
2012	Export sales	Communication services	Internet access	Internet access	14	nzd	NZD millions
2014	Export sales	Communication services	Internet access	Internet access		nzd	NZD millions
2008	Export sales	Communication services	Internet telecommunication services	Internet telecommunication services	nzd	NZD millions
2010	Export sales	Communication services	Internet telecommunication services	Internet telecommunication services	nzd	NZD millions
2012	Export sales	Communication services	Internet telecommunication services	Internet telecommunication services	3	nzd	NZD millions
2014	Export sales	Communication services	Internet telecommunication services	Internet telecommunication services	nzd	NZD millions
2008	Export sales	Information technology services	IT technical support services	IT technical support services	93	nzd	NZD millions
2010	Export sales	Information technology services	IT technical support services	IT technical support services	98	nzd	NZD millions
2012	Export sales	Information technology services	IT technical support services	IT technical support services	85	nzd	NZD millions
2014	Export sales	Information technology services	IT technical support services	IT technical support services	103	nzd	NZD millions
2008	Export sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	178	nzd	NZD millions
2010	Export sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	225	nzd	NZD millions
2012	Export sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	300	nzd	NZD millions
2014	Export sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	357	nzd	NZD millions
2008	Export sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	39	nzd	NZD millions
2010	Export sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	49	nzd	NZD millions
2012	Export sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	73	nzd	NZD millions
2014	Export sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	106	nzd	NZD millions
2008	Export sales	Other ICT services	Renting or leasing ICT services, and training and education	Renting or leasing ICT services, and training and education	3	nzd	NZD millions
2010	Export sales	Other ICT services	Renting or leasing ICT services, and training and education	Renting or leasing ICT services, and training and education	3	nzd	NZD millions
2012	Export sales	Other ICT services	Renting or leasing ICT services, and training and education	Renting or leasing ICT services, and training and education	4	nzd	NZD millions
2014	Export sales	Other ICT services	Renting or leasing ICT services, and training and education	Renting or leasing ICT services, and training and education	6	nzd	NZD millions
2008	Export sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	nzd	NZD millions
2010	Export sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	nzd	NZD millions
2012	Export sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	41	nzd	NZD millions
2014	Export sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	64	nzd	NZD millions
2008	Export sales	Total ICT services	Total ICT services	ICT services	382	nzd	NZD millions
2010	Export sales	Total ICT services	Total ICT services	ICT services	460	nzd	NZD millions
2012	Export sales	Total ICT services	Total ICT services	ICT services	567	nzd	NZD millions
2014	Export sales	Total ICT services	Total ICT services	ICT services	697	nzd	NZD millions
2008	Export sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	1332	nzd	NZD millions
2010	Export sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	1542	nzd	NZD millions
2012	Export sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	1612	nzd	NZD millions
2014	Export sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	1735	nzd	NZD millions
2008	Domestic sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	1462	nzd	NZD millions
2010	Domestic sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	1461	nzd	NZD millions
2012	Domestic sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	1780	nzd	NZD millions
2014	Domestic sales	ICT goods (excluding software)	Telecommunications equipment	Telecommunications equipment	2003	nzd	NZD millions
2008	Domestic sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	3262	nzd	NZD millions
2010	Domestic sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	3139	nzd	NZD millions
2012	Domestic sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	3727	nzd	NZD millions
2014	Domestic sales	ICT goods (excluding software)	Computer and related equipment	Computer and related equipment	3385	nzd	NZD millions
2008	Domestic sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	1334	nzd	NZD millions
2010	Domestic sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	1147	nzd	NZD millions
2012	Domestic sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	1096	nzd	NZD millions
2014	Domestic sales	ICT goods (excluding software)	Audio and visual equipment	Audio and visual equipment	936	nzd	NZD millions
2008	Domestic sales	ICT goods (excluding software)	Electronic components	Electronic components	387	nzd	NZD millions
2010	Domestic sales	ICT goods (excluding software)	Electronic components	Electronic components	281	nzd	NZD millions
2012	Domestic sales	ICT goods (excluding software)	Electronic components	Electronic components	301	nzd	NZD millions
2014	Domestic sales	ICT goods (excluding software)	Electronic components	Electronic components	273	nzd	NZD millions
2008	Domestic sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	497	nzd	NZD millions
2010	Domestic sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	526	nzd	NZD millions
2012	Domestic sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	754	nzd	NZD millions
2014	Domestic sales	ICT goods (excluding software)	Electronic devices and equipment	Electronic devices and equipment	770	nzd	NZD millions
2008	Domestic sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	230	nzd	NZD millions
2010	Domestic sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	244	nzd	NZD millions
2012	Domestic sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	274	nzd	NZD millions
2014	Domestic sales	ICT goods (excluding software)	Other ICT goods	Other ICT goods	307	nzd	NZD millions
2008	Domestic sales	Published software	Published software	Published software	864	nzd	NZD millions
2010	Domestic sales	Published software	Published software	Published software	1058	nzd	NZD millions
2012	Domestic sales	Published software	Published software	Published software	1142	nzd	NZD millions
2014	Domestic sales	Published software	Published software	Published software	1226	nzd	NZD millions
2008	Domestic sales	Total ICT goods	Total ICT goods	ICT goods	8037	nzd	NZD millions
2010	Domestic sales	Total ICT goods	Total ICT goods	ICT goods	7855	nzd	NZD millions
2012	Domestic sales	Total ICT goods	Total ICT goods	ICT goods	9074	nzd	NZD millions
2014	Domestic sales	Total ICT goods	Total ICT goods	ICT goods	8898	nzd	NZD millions
2008	Domestic sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	nzd	NZD millions
2010	Domestic sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	nzd	NZD millions
2012	Domestic sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	6931	nzd	NZD millions
2014	Domestic sales	Communication services	Telecommunication and program distribution services	Telecommunication and program distribution services	6212	nzd	NZD millions
2008	Domestic sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	702	nzd	NZD millions
2010	Domestic sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	908	nzd	NZD millions
2012	Domestic sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	1293	nzd	NZD millions
2014	Domestic sales	Communication services	Internet access and Internet telecommunication services	Internet access and Internet telecommunication services	1936	nzd	NZD millions
2008	Domestic sales	Communication services	Internet access	Internet access		nzd	NZD millions
2010	Domestic sales	Communication services	Internet access	Internet access		nzd	NZD millions
2012	Domestic sales	Communication services	Internet access	Internet access	1212	nzd	NZD millions
2014	Domestic sales	Communication services	Internet access	Internet access		nzd	NZD millions
2008	Domestic sales	Communication services	Internet telecommunication services	Internet telecommunication services	nzd	NZD millions
2010	Domestic sales	Communication services	Internet telecommunication services	Internet telecommunication services	nzd	NZD millions
2012	Domestic sales	Communication services	Internet telecommunication services	Internet telecommunication services	81	nzd	NZD millions
2014	Domestic sales	Communication services	Internet telecommunication services	Internet telecommunication services	nzd	NZD millions
2008	Domestic sales	Information technology services	IT technical support services	IT technical support services	1174	nzd	NZD millions
2010	Domestic sales	Information technology services	IT technical support services	IT technical support services	1300	nzd	NZD millions
2012	Domestic sales	Information technology services	IT technical support services	IT technical support services	1562	nzd	NZD millions
2014	Domestic sales	Information technology services	IT technical support services	IT technical support services	1890	nzd	NZD millions
2008	Domestic sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	1050	nzd	NZD millions
2010	Domestic sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	1114	nzd	NZD millions
2012	Domestic sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	1235	nzd	NZD millions
2014	Domestic sales	Information technology services	IT design, consulting, and development services	IT design, consulting, and development services	1621	nzd	NZD millions
2008	Domestic sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	649	nzd	NZD millions
2010	Domestic sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	683	nzd	NZD millions
2012	Domestic sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	693	nzd	NZD millions
2014	Domestic sales	Information technology services	Hosting and IT infrastructure provisioning services	Hosting and IT infrastructure provisioning services	755	nzd	NZD millions
2008	Domestic sales	Other ICT services	Renting or leasing ICT services, and training and education	Renting or leasing ICT services, and training and education	186	nzd	NZD millions
2010	Domestic sales	Other ICT services	Renting or leasing ICT services, and training and education	Renting or leasing ICT services, and training and education	180	nzd	NZD millions
2012	Domestic sales	Other ICT services	Renting or leasing ICT services, and training and education	Renting or leasing ICT services, and training and education	183	nzd	NZD millions
2014	Domestic sales	Other ICT services	Renting or leasing ICT services, and training and education	Renting or leasing ICT services, and training and education	129	nzd	NZD millions
2008	Domestic sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	nzd	NZD millions
2010	Domestic sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	nzd	NZD millions
2012	Domestic sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	162	nzd	NZD millions
2014	Domestic sales	Other ICT services	Other ICT services and other software	Other ICT services and other software	278	nzd	NZD millions
2008	Domestic sales	Total ICT services	Total ICT services	ICT services	9591	nzd	NZD millions
2010	Domestic sales	Total ICT services	Total ICT services	ICT services	10094	nzd	NZD millions
2012	Domestic sales	Total ICT services	Total ICT services	ICT services	12059	nzd	NZD millions
2014	Domestic sales	Total ICT services	Total ICT services	ICT services	12821	nzd	NZD millions
2008	Domestic sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	17628	nzd	NZD millions
2010	Domestic sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	17949	nzd	NZD millions
2012	Domestic sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	21134	nzd	NZD millions
2014	Domestic sales	Total ICT goods and services	Total ICT goods and services	ICT goods and services	21719	nzd	NZD millions