Content covered •Introduction •Identification of abnormalities •Evaluation of issues •Resolution to those queries •Conclusion •References
Introduction Business intelligence is one of the most effective technology which used for analysing data and presenting actionable data to assist company to plan their price structure for their mobile business.
Identification of anomalies Univariate Statistics NMeanStd. DeviationMissingNo. of Extremes CountPercentLowHigh battery power22761244.58438.1644.200 blue2276.50.5004.200 clock speed22721.535.81668.400 dual_sim2261.52.50019.800 fc22594.384.36721.90104 four_g2258.51.500221.000 int_memory226932.3918.21011.500 m_dep2272.504.28498.400 mobile_wt2267139.4535.14213.600 n_cores22744.452.2836.300 pc22689.926.04612.500 px_height2269641.69439.09811.5090 px_width22571241.65432.550231.000 ram22682120.741086.25412.500 sc_h227312.154.2247.300 sc_w22805.624.2730.0088 talk_time228010.985.4790.000 three_g2280.76.4270.000 touch_screen2280.50.5000.000 wifi2280.50.5000.000 a. Number of cases outside the range (Mean - 2*SD, Mean + 2*SD).
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Issues related to R-studio This first issues they are facing is related with the below mentioned terms: •Battery storage •Ram capacity •Microprocessors •Other
Solution to queries •They are using k-mean clustering test to resolve various issues. It will assist them to determine the total value proposition to the company as well as the client. •Improvement in the overall microprocessors and battery capacity. •This will lead to increase the total number of sales in the mobile phone and assist in facing their competitors.
Conclusion Fromtheabovediscussion,itcanbesaidbusiness intelligence is valuable aspects for an organisation in order to plan their activity to attain maximum profit in near future time. All the queries that are faced by the R-studio can be resolve by using appropriate techniques and data analysis tools.
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References Loshin,D.,2012.Businessintelligence:thesavvy manager's guide. Newnes. Zeng, L., Li, L. and Duan, L., 2012. Business intelligence in enterprisecomputingenvironment.Information Technology and Management. 13(4). pp.297-310.