You are a data scientist hired by the company that produces CV99 Your role is to examine data on the covid 19 patients who have put their hand up to pilot this miracle pill As a data scientist, you will explore, clean and model data to communicate any insights on the dataset that will help doctors make an informed decision as to whether to allow a patient to consume the pill Access the dataset via this link https archive ics uci edu ml datasets heart disease The ARFF file can not attach, so just screenshot the ARFF file below As deliverables, the producers of CV99 have requested a report with the following sections A summary of the data and a statement of the problem you are investigating A listing of any missing values or outliers and a justification of the methods used to deal with missing values and outliers Charts representing insights on the heart health of the patients Explanation of the models used to evaluate performance Findings in the form of a response to the problem being investigated with recommendations 0 X Weka Explorer Preprocess Classify Cluster Associate Select attributes Visualize O Open DB Generate Undo Edit Save Open file Open URL Filter Stop Choose None Apply Current relation Selected attribute Attributes 14 Name age Type Numeric Relation cleveland 14 heart disease Instances 303 Sum of weights 303 Missing 0 (0 ) Distinct 41 Unique 4 (1 ) Attributes Statistic Value All None Invert Minimum 29 Pattern Maximum 77 Mean 54 366 No Name StdDev 9 082 sex 3 cp trestbps chol Class num (Nom) V Visualize All fbs 7 restecg 8 thalach 63 9 exang 52 10 oldpeak 45 43 11 slope 12 ca 32 13 thal 14 num 14 14 Remove (67 4, 72 2 29 53 77 Status Log x 0 OK

The Answer is in the image, click to view ...

Answered step by step

Verified Expert Solution

Link Copied!

Question

1 Approved Answer

Posted on Jun 27, 2024

You are a data scientist hired by the company that produces CV99. Your role is to examine data on the covid-19 patients who have put

You are a data scientist hired by the company that produces CV99. Your role is to examine data on the covid-19 patients who have put their hand up to pilot this miracle pill. As a data scientist, you will explore, clean and model data to communicate any insights on the dataset that will help doctors make an informed decision as to whether to allow a patient to consume the pill.

Access the dataset via this link:https://archive.ics.uci.edu/ml/datasets/heart+disease

The ARFF file can not attach, so just screenshot the ARFF file below

As deliverables, the producers of CV99 have requested a report with the following sections:

A summary of the data and a statement of the problem you are investigating.
A listing of any missing values or outliers and a justification of the methods used to deal with missing values and outliers.
Charts representing insights on the heart health of the patients.
Explanation of the models used to evaluate performance.
Findings in the form of a response to the problem being investigated with recommendations.

0 X Weka Explorer Preprocess Classify Cluster Associate Select attributes Visualize O Open DB. . . Generate. . . Undo Edit. . . Save. . . Open file. .. Open URL. . . Filter Stop Choose None Apply Current relation Selected attribute Attributes: 14 Name: age Type: Numeric Relation: cleveland-14-heart-disease Instances: 303 Sum of weights: 303 Missing: 0 (0%) Distinct: 41 Unique: 4 (1%) Attributes Statistic Value All None Invert Minimum 29 Pattern Maximum 77 Mean 54. 366 No. Name StdDev 9. 082 sex 3 cp trestbps chol Class: num (Nom) V Visualize All fbs 7 restecg 8 thalach 63 9 exang 52 10 oldpeak 45 43 11 slope 12 ca 32 13 thal 14 num 14 14 Remove (67.4, 72.2] 29 53 77 Status Log x 0 OK