1. Explain each output in the picture and conclude which one has greater effect on Churn 2....
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Question:
1. Explain each output in the picture and conclude which one has greater effect on Churn
2. describe the method of analysis
3. explain finding and results below
4. advantage and disadvantages on how you choose below analytical method
5. implications and limitations of the results
Transcribed Image Text:
]: sns.heatmap(dw.corr(), annot=True) plt.show() C:\Users\kkmen\AppData\Local\Temp\ipykernel_15660\2264653912.py:1: FutureWarning: The default value of se. Select only valid columns or specify the value of numeric_only to silence this warning. sns.heatmap(dw.corr(), annot=True) CaseOrder - 1 9-000561-6*0904 HAZ 3DC.30M@ 3+5) B2-56(50636 Zip -0030489401802710828077ES 22-012970966 Lat -6410.0 FEEDED2Q612854340 02083976@ Lng -OGQ4090.110481ELA OBJEGA SMIGDEND342DE TODAS LEBEN G Population - D4100-5900X-804536E95FFADEE HORDB: Children -GEGANGEEED 1 OBA904520 43 5 92 110 110CDC Age-0080 RAQD10L GOODEDES A GO DIGEGEN BED8DD 54 Income - OMNARTGR699 1900@XIQ50 MOBIEM DO IZODDERG Outage_sec_perweek-G0DA48666614051 CATEVEQOAPAD SROOAGED Emai! ODHRAXMIRAS DO 96 ) MB)16202 IECEIVENDO Contacts ON 400 GOOXDOXII 60- QOBBARBEJDED9916 Yearly_equip_failure 05066466029160101 #39450D4DOO Tenure e.330BCBB ID2023DEZE 00.9000AN 20 6 ZEOBM4] MonthlyCharge 08004504893 DO B DEA 4B2 1 0 986 495%D7%/965: Bandwidth_GB_Year e.300 ZHBO 20160429 0.9.0 OCKSDOGODI Customer_service -30C AND EVERZIBERP9 8 10.6E0-00502 6.3042 Trust and security -00DDD DAUDEM DUXOROXXOGO366105200001.30.8.2 Limited_payment DOCKD 20 BAHAERGETIZE1-8 TAND080.585 1 MK? X62 User experience -302850DZEARENBRAUKA2 DEVEDEMQ 19.429.2.1 Communication -0.0000000ZORGM-BEGOVEDR34 10.6.261 Competition -08003es8=86501310950-4009501602.90.9.30630229.31).3083 Pricing strategy E5000ODER VODA EG-DOS501319.8.26.D.DB 1.2 Product_variety OINARAHA985326 @0-30-59 99-6201 292522 105 D12 1 Intercept Income Outage_sec_perweek Email Contacts Yearly_equip_failure - Tenure MonthlyCharge Bandwidth_GB_Year - Customer service Trust and security payment Limited_pa User experience Communication - Competition Pricing strategy Product_variety Intercept - 1.00 - 0.75 - 0.50 -0.25 -0.00 --0.25 -0.50 -0.75 ]: sns.heatmap(dw.corr(), annot=True) plt.show() C:\Users\kkmen\AppData\Local\Temp\ipykernel_15660\2264653912.py:1: FutureWarning: The default value of se. Select only valid columns or specify the value of numeric_only to silence this warning. sns.heatmap(dw.corr(), annot=True) CaseOrder - 1 9-000561-6*0904 HAZ 3DC.30M@ 3+5) B2-56(50636 Zip -0030489401802710828077ES 22-012970966 Lat -6410.0 FEEDED2Q612854340 02083976@ Lng -OGQ4090.110481ELA OBJEGA SMIGDEND342DE TODAS LEBEN G Population - D4100-5900X-804536E95FFADEE HORDB: Children -GEGANGEEED 1 OBA904520 43 5 92 110 110CDC Age-0080 RAQD10L GOODEDES A GO DIGEGEN BED8DD 54 Income - OMNARTGR699 1900@XIQ50 MOBIEM DO IZODDERG Outage_sec_perweek-G0DA48666614051 CATEVEQOAPAD SROOAGED Emai! ODHRAXMIRAS DO 96 ) MB)16202 IECEIVENDO Contacts ON 400 GOOXDOXII 60- QOBBARBEJDED9916 Yearly_equip_failure 05066466029160101 #39450D4DOO Tenure e.330BCBB ID2023DEZE 00.9000AN 20 6 ZEOBM4] MonthlyCharge 08004504893 DO B DEA 4B2 1 0 986 495%D7%/965: Bandwidth_GB_Year e.300 ZHBO 20160429 0.9.0 OCKSDOGODI Customer_service -30C AND EVERZIBERP9 8 10.6E0-00502 6.3042 Trust and security -00DDD DAUDEM DUXOROXXOGO366105200001.30.8.2 Limited_payment DOCKD 20 BAHAERGETIZE1-8 TAND080.585 1 MK? X62 User experience -302850DZEARENBRAUKA2 DEVEDEMQ 19.429.2.1 Communication -0.0000000ZORGM-BEGOVEDR34 10.6.261 Competition -08003es8=86501310950-4009501602.90.9.30630229.31).3083 Pricing strategy E5000ODER VODA EG-DOS501319.8.26.D.DB 1.2 Product_variety OINARAHA985326 @0-30-59 99-6201 292522 105 D12 1 Intercept Income Outage_sec_perweek Email Contacts Yearly_equip_failure - Tenure MonthlyCharge Bandwidth_GB_Year - Customer service Trust and security payment Limited_pa User experience Communication - Competition Pricing strategy Product_variety Intercept - 1.00 - 0.75 - 0.50 -0.25 -0.00 --0.25 -0.50 -0.75
Expert Answer:
Related Book For
Applied Regression Analysis and Other Multivariable Methods
ISBN: 978-1285051086
5th edition
Authors: David G. Kleinbaum, Lawrence L. Kupper, Azhar Nizam, Eli S. Rosenberg
Posted Date:
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