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need python expert with data analytics skills

TASK 1: DATA MINING REPORT

INTRODUCTION:

ONE OF THE MOST CRITICAL FACTORS IN CUSTOMER RELATIONSHIP MANAGEMENT THAT DIRECTLY IMPACTS A COMPANY’S LONG-TERM PROFITABILITY IS CUSTOMER ATTRITION. WHEN A COMPANY CAN BETTER PREDICT IF A CUSTOMER IS LIKELY TO CUT TIES, IT CAN TAKE A MORE TARGETED APPROACH TO MITIGATE CUSTOMER TURNOVER.

IN THIS TASK, YOU WILL USE PYTHON, SAS, OR R TO ANALYZE DATA FOR A TELECOMMUNICATIONS COMPANY (SEE “CUSTOMER DATA” WEB LINK) AND CREATE A DATA MINING REPORT IN A WORD PROCESSOR (E.G., MICROSOFT WORD). YOU WILL CREATE VISUAL REPRESENTATIONS THROUGHOUT THE SUBMISSION TO SHOW EACH STEP OF YOUR WORK AND TO VISUALLY REPRESENT THE FINDINGS OF YOUR DATA ANALYSIS.

ALL ALGORITHMS AND VISUAL REPRESENTATIONS USED NEED TO BE CAPTURED (EITHER IN TABLES WITHIN THE WORD DOCUMENT OR WITH SCREEN SHOTS ADDED INTO THE WORD DOCUMENT) AND SHOULD BE SUBMITTED AS PART OF YOUR DOCUMENT FOR FINAL SUBMISSION

A SEPARATE EXCEL (.XLS OR .XLSX) DOCUMENT OF THE CLEANED DATA SHOULD BE SUBMITTED ALONG WITH THE WRITTEN ASPECTS OF THE DATA MINING REPORT.

SCENARIO:

YOU ARE AN ANALYST FOR A TELECOMMUNICATIONS COMPANY THAT IS CONCERNED ABOUT THE NUMBER OF CUSTOMERS LEAVING THEIR LANDLINE BUSINESS FOR CABLE COMPETITORS. THE COMPANY NEEDS TO KNOW WHICH CUSTOMERS ARE LEAVING AND ATTEMPT TO MITIGATE CONTINUED CUSTOMER LOSS. YOU HAVE BEEN ASKED TO ANALYZE CUSTOMER DATA TO IDENTIFY WHY CUSTOMERS ARE LEAVING AND POTENTIAL INDICATORS TO EXPLAIN WHY THOSE CUSTOMERS ARE LEAVING SO THE COMPANY CAN MAKE AN INFORMED PLAN TO MITIGATE FURTHER LOSS.

I: TOOL SELECTION

EXECUTE DATA EXTRACTION FROM THE “CUSTOMER DATA” WEB LINK USING DATA MINING SOFTWARE (PYTHON, R, OR SAS). PROVIDE A SCREEN SHOT OF THE CODE YOU HAVE WRITTEN AND ITS SUCCESSFUL APPLICATION WITH A COPY OF ALL THE EXTRACTED DATA.

A. DESCRIBE THE BENEFITS OF USING THE TOOL YOU HAVE CHOSEN (PYTHON, R, OR SAS) FOR EXTRACTING DATA IN THIS SCENARIO.

B. DEFINE THE OBJECTIVES OR GOALS OF THE DATA ANALYSIS. ENSURE THAT YOUR OBJECTIVES OR GOALS ARE REASONABLE WITHIN THE SCOPE OF THE SCENARIO AND ARE REPRESENTED IN THE AVAILABLE DATA.

C. SELECT A DESCRIPTIVE METHOD AND A NONDESCRIPTIVE METHOD (I.E., PREDICTIVE, CLASSIFICATION, OR PROBABILISTIC TECHNIQUES) YOU WILL USE TO ANALYZE THE DATA, AND EXPLAIN HOW THE METHODS YOU HAVE SELECTED ARE APPROPRIATE FOR THE OBJECTIVES OR GOALS YOU HAVE DEFINED.

Skills: Engineering, Python, R Programming Language, SAS, Tableau

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About the Employer:
( 121 reviews ) Calcutta, India

Project ID: #14659010

15 freelancers are bidding on average ₹408/hour for this job

schoudhary1553

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DevDataAnalyst

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suyashdhoot

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shivampanchal

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somarastogi

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punitpuneet2008

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adhishwarmittal

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Karamveer25

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PhdBerradi

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ronnygg

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khannanav

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sudheerbachu

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