nput_1input_2input_3input_4input_5input_6input_7input_8input_9input_10output0 Private School Physics Riyadh Male $735 18,180 9.2 9.1 6.0 0.933 9.81 Public School Mathematics Madinah Male $742 2,6216.6 9.57.8 0.95 35.42 Public School Physics Madinah Female $675 17,692 6.1 7.6 7.9 0.92 35.73 Public School Physics Al-Khobar Female $841 17,738 9.99.1 9.4 0.17 41.14 Private School Chemistry Hail Female $596 10,6047.7 6.7 9.6 0.17 37.3
nput_1input_2input_3input_4input_5input_6input_7input_8input_9input_10output0 Private School Physics Riyadh Male $735 18,180 9.2 9.1 6.0 0.933 9.81 Public School Mathematics Madinah Male $742 2,6216.6 9.57.8 0.95 35.42 Public School Physics Madinah Female $675 17,692 6.1 7.6 7.9 0.92 35.73 Public School Physics Al-Khobar Female $841 17,738 9.99.1 9.4 0.17 41.14 Private School Chemistry Hail Female $596 10,6047.7 6.7 9.6 0.17 37.3
Computer Networking: A Top-Down Approach (7th Edition)
7th Edition
ISBN:9780133594140
Author:James Kurose, Keith Ross
Publisher:James Kurose, Keith Ross
Chapter1: Computer Networks And The Internet
Section: Chapter Questions
Problem R1RQ: What is the difference between a host and an end system? List several different types of end...
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Question
input_1input_2input_3input_4input_5input_6input_7input_8input_9input_10output0
Private School Physics Riyadh Male $735 18,180 9.2 9.1 6.0 0.933 9.81
Public School Mathematics Madinah Male $742 2,6216.6 9.57.8 0.95 35.42
Public School Physics Madinah Female $675 17,692 6.1 7.6 7.9 0.92 35.73
Public School Physics Al-Khobar Female $841 17,738 9.99.1 9.4 0.17 41.14
Private School Chemistry Hail Female $596 10,6047.7 6.7 9.6 0.17 37.3
![1. [4] Identify all the inconsistencies in the data. Resolve the inconsistencies.
2. [2] Replace all missing values in column 'input_1' with the mode of that column.
[ ]:
1 #Answer for A1.1
1 #Answer for A1.2
A2.
Do the following:
1. [2] Draw a bivariate histogram for 'input_9' and 'input_10' columns using 10 bins.
2. [2] Display the total number of records for every combination of 'input_2' and 'input_3'. Which combination has the highest number of recor
1 #Answer for A2.1
1 #Answer for A2.2
АЗ.
Do the following:
1. [2] Transform column "input_3" as follows:
• 'Riyadh', 'Al-Baha', 'Hail' should be transformed as 'Central Region'
• Jeddah', 'Makkah', 'Madinah', 'Jizan', 'Taif', 'Tabuk' should be transformed as 'Western Region'
• 'Dammam', 'Al-Khobar' should be transformed as 'Eastern Region'
2. [2] Transform column "input_2" using one hot encoding method. Do not drop any of the encoded column.](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2Fad7331c8-2785-479b-9131-addb1c160fd5%2Ffaecfc3e-eb0a-40b1-81a8-8b28ef3e8870%2Fkoyjzep_processed.png&w=3840&q=75)
Transcribed Image Text:1. [4] Identify all the inconsistencies in the data. Resolve the inconsistencies.
2. [2] Replace all missing values in column 'input_1' with the mode of that column.
[ ]:
1 #Answer for A1.1
1 #Answer for A1.2
A2.
Do the following:
1. [2] Draw a bivariate histogram for 'input_9' and 'input_10' columns using 10 bins.
2. [2] Display the total number of records for every combination of 'input_2' and 'input_3'. Which combination has the highest number of recor
1 #Answer for A2.1
1 #Answer for A2.2
АЗ.
Do the following:
1. [2] Transform column "input_3" as follows:
• 'Riyadh', 'Al-Baha', 'Hail' should be transformed as 'Central Region'
• Jeddah', 'Makkah', 'Madinah', 'Jizan', 'Taif', 'Tabuk' should be transformed as 'Western Region'
• 'Dammam', 'Al-Khobar' should be transformed as 'Eastern Region'
2. [2] Transform column "input_2" using one hot encoding method. Do not drop any of the encoded column.
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