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a. Write a Pandas program to read a dataset from automobiles DataFrame and modify the default columns values and print the first 10 rows. b. Write a Pandas program to select a series from automobilesDataFrame. Print the content of the series. c. Write a Pandas program to create a new Company - Price' Series (use bracket notation to define the Series name) of the automobiles DataFrame

a. Write a Pandas program to read a dataset from automobiles DataFrame and modify the default columns values and print the first 10 rows. b. Write a Pandas program to select a series from automobilesDataFrame. Print the content of the series. c. Write a Pandas program to create a new Company - Price' Series (use bracket notation to define the Series name) of the automobiles DataFrame

Computer Networking: A Top-Down Approach (7th Edition)
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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a. Write a Pandas program to read a dataset from automobiles DataFrame and modify the default columns values and print the first 10 rows. b. Write a Pandas program to select a series from automobilesDataFrame. Print the content of the series. c. Write a Pandas program to create a new Company - Price' Series (use bracket notation to define the Series name) of the automobiles DataFrame d. Write a Pandas program to remove body style, engine type, length columns at once of the automobiles Dataframe e. Write a Pandas program to sort the entire automobiles DataFrame by the price Series in ascending and descending order. f. Write a Pandas program to find average price and change from nan to average price according to other automobiles of same company. g. Write a Pandas program to find the automobiles that are either hatchback or wagon. h. Write a Pandas program to read rows 0, 5, 7 and all columns of automobiles DataFrame. i. Write a Pandas program to calculate the memory usage for each Series (in bytes) of automobiles and total DataFrame and delete 3 feature which have maximum memory and calculate the memory usage for each Series (in bytes) of automobiles and total DataFrame.
Transcribed Image Text:a. Write a Pandas program to read a dataset from automobiles DataFrame and modify the default columns values and print the first 10 rows. b. Write a Pandas program to select a series from automobilesDataFrame. Print the content of the series. c. Write a Pandas program to create a new Company - Price' Series (use bracket notation to define the Series name) of the automobiles DataFrame d. Write a Pandas program to remove body style, engine type, length columns at once of the automobiles Dataframe e. Write a Pandas program to sort the entire automobiles DataFrame by the price Series in ascending and descending order. f. Write a Pandas program to find average price and change from nan to average price according to other automobiles of same company. g. Write a Pandas program to find the automobiles that are either hatchback or wagon. h. Write a Pandas program to read rows 0, 5, 7 and all columns of automobiles DataFrame. i. Write a Pandas program to calculate the memory usage for each Series (in bytes) of automobiles and total DataFrame and delete 3 feature which have maximum memory and calculate the memory usage for each Series (in bytes) of automobiles and total DataFrame.
company body-sty wheel-bi length O alfa-rom convertit 1 alfa-rom convertit 2 alfa-rom hatchba 3 audi index engine-t num-of- horsepov average price 111 88.6 168.8 doho four 21 13495 88.6 168.8 doho four 111 21 16500 94.5 171.2 ohov six 154 19 16500 sedan 99.8 176.6 oho four 102 24 13950 4 audi sedan 99.4 176.6 oho five 115 18 17450 5 audi sedan 99.8 177.3 ohc five 110 19 15250 6 audi 9 bmw wagon 105.8 192.7 oho five 110 19 18920 176.8 ohc sedan sedan 101.2 four 101 23 16430 10 bmw 101.2 176.8 oho four 101 23 16925 11 bmw sedan 101.2 176.8 oho six 121 21 20970 13 bmw sedan 103.5 189 ohc six 182 16 30760 14 bmw sedan 103.5 193.8 ohc six 182 16 41315 15 bmw sedan 110 197 oho six 182 15 36880 16 chevrole hatchba 17 chevrole hatchba 88.4 141.1I three 48 47 5151 94.5 155.9 oho four 70 38 6295 18 chevrole sedan 94.5 158.8 oho four 70 38 6575 dodge hatchba 20 dodge 93.7 157 oho four 68 31 6377 hatchba 93.7 157.3 oho four 68 31 6229 7295 27 honda wagon 96.5 157.1 oho four 76 30 28 honda sedan 96.5 175.4 oho four 101 24 12945 29 honda sedan 96.5 169.1 oho four 100 25 10345 30 isuzu sedan 94.3 170.7 oho four 78 24 6785 31 isuzu 32 isuzu sedan 94.5 155.9 oho four 70 38 sedan 94.5 155.9 oho four 70 38 33 jaguar 34 jaguar 35 jaguar 36 mazda hatchba 37 mazda hatohba hatchba 39 mazda hatchba sedan sedan 113 199.6 doho 176 15 32250 35550 six 113 199.6 doho six 176 15 sedan 102 191.7 ohov twelve 262 13 36000 93.1 159.1 oho four 68 30 5195 93.1 159.1 oho four 68 31 6095 38 mazda 93.1 159.1 oho four 68 31 6795 95.3 169 rotor 101 17 11845 two 43 mazda sedan 104.9 175 oho four 72 31 18344 44 mercede sedan 45 mercede wagon 46 mercede sedan 47 mercede hardtop 49 mitsubist hatchba 50 mitsubist hatchba 51 mitsubisł sedan 110 190.9 oho five 123 22 25552 110 190.9 ohc five 123 22 28248 eight eight four 120.9 208.1 ohov 184 14 40960 112 199.2 ohov 184 14 45400 93.7 157.3 oho 68 37 5389 93.7 157.3 oho four 68 31 6189 96.3 172.4 ohc four 88 25 6989 52 mitsubish sedan 96.3 172.4 oho four 88 25 8189 53 nissan sedan 94.5 165.3 oho four 55 45 7099 54 nissan sedan 94.5 165.3 oho four 69 31 6649 55 nissan sedan 94.5 165.3 oho four 69 31 6849 7349 13499 34028 56 nissan wagon 94.5 170.2 oho four 69 31 57 nissan sedan 100.4 184.6 ohcv six 152 19 61 porsche hardtop 62 porsche convertit 63 porsche hatchba 66 toyota 89.5 168.9 ohof six 207 17 89.5 168.9 ohcf six 207 17 37028 98.4 175.7 dohov eight four 288 17 hatchba 95.7 158.7 oho 62 35 5348 67 toyota hatchba hatchba 95.7 158.7 oho four 62 31 6338 68 toyota 69 toyota 70 toyota 71 toyota 79 toyota 80 volkswag sedan 81 volkswag sedan 82 volkswag sedan 86 volkswag sedan 87 volvo 95.7 158.7 oho four 62 31 6488 wagon 95.7 169.7 oho four 62 31 6918 wagon 95.7 169.7 oho four 62 27 7898 wagon 95.7 169.7 oho four 62 27 8778 wagon 104.5 187.8 doho six 156 19 15750 97.3 171.7 oho four 52 37 7775 171.7 oho 171.7 ohc 97.3 four 85 27 7975 97.3 four 52 37 7995 97.3 171.7 oho four 100 26 9995 sedan 104.3 188.8 oho four 114 23 12940 88 volvo wagon 104.3 188.8 oho four 114 23 13415
Transcribed Image Text:company body-sty wheel-bi length O alfa-rom convertit 1 alfa-rom convertit 2 alfa-rom hatchba 3 audi index engine-t num-of- horsepov average price 111 88.6 168.8 doho four 21 13495 88.6 168.8 doho four 111 21 16500 94.5 171.2 ohov six 154 19 16500 sedan 99.8 176.6 oho four 102 24 13950 4 audi sedan 99.4 176.6 oho five 115 18 17450 5 audi sedan 99.8 177.3 ohc five 110 19 15250 6 audi 9 bmw wagon 105.8 192.7 oho five 110 19 18920 176.8 ohc sedan sedan 101.2 four 101 23 16430 10 bmw 101.2 176.8 oho four 101 23 16925 11 bmw sedan 101.2 176.8 oho six 121 21 20970 13 bmw sedan 103.5 189 ohc six 182 16 30760 14 bmw sedan 103.5 193.8 ohc six 182 16 41315 15 bmw sedan 110 197 oho six 182 15 36880 16 chevrole hatchba 17 chevrole hatchba 88.4 141.1I three 48 47 5151 94.5 155.9 oho four 70 38 6295 18 chevrole sedan 94.5 158.8 oho four 70 38 6575 dodge hatchba 20 dodge 93.7 157 oho four 68 31 6377 hatchba 93.7 157.3 oho four 68 31 6229 7295 27 honda wagon 96.5 157.1 oho four 76 30 28 honda sedan 96.5 175.4 oho four 101 24 12945 29 honda sedan 96.5 169.1 oho four 100 25 10345 30 isuzu sedan 94.3 170.7 oho four 78 24 6785 31 isuzu 32 isuzu sedan 94.5 155.9 oho four 70 38 sedan 94.5 155.9 oho four 70 38 33 jaguar 34 jaguar 35 jaguar 36 mazda hatchba 37 mazda hatohba hatchba 39 mazda hatchba sedan sedan 113 199.6 doho 176 15 32250 35550 six 113 199.6 doho six 176 15 sedan 102 191.7 ohov twelve 262 13 36000 93.1 159.1 oho four 68 30 5195 93.1 159.1 oho four 68 31 6095 38 mazda 93.1 159.1 oho four 68 31 6795 95.3 169 rotor 101 17 11845 two 43 mazda sedan 104.9 175 oho four 72 31 18344 44 mercede sedan 45 mercede wagon 46 mercede sedan 47 mercede hardtop 49 mitsubist hatchba 50 mitsubist hatchba 51 mitsubisł sedan 110 190.9 oho five 123 22 25552 110 190.9 ohc five 123 22 28248 eight eight four 120.9 208.1 ohov 184 14 40960 112 199.2 ohov 184 14 45400 93.7 157.3 oho 68 37 5389 93.7 157.3 oho four 68 31 6189 96.3 172.4 ohc four 88 25 6989 52 mitsubish sedan 96.3 172.4 oho four 88 25 8189 53 nissan sedan 94.5 165.3 oho four 55 45 7099 54 nissan sedan 94.5 165.3 oho four 69 31 6649 55 nissan sedan 94.5 165.3 oho four 69 31 6849 7349 13499 34028 56 nissan wagon 94.5 170.2 oho four 69 31 57 nissan sedan 100.4 184.6 ohcv six 152 19 61 porsche hardtop 62 porsche convertit 63 porsche hatchba 66 toyota 89.5 168.9 ohof six 207 17 89.5 168.9 ohcf six 207 17 37028 98.4 175.7 dohov eight four 288 17 hatchba 95.7 158.7 oho 62 35 5348 67 toyota hatchba hatchba 95.7 158.7 oho four 62 31 6338 68 toyota 69 toyota 70 toyota 71 toyota 79 toyota 80 volkswag sedan 81 volkswag sedan 82 volkswag sedan 86 volkswag sedan 87 volvo 95.7 158.7 oho four 62 31 6488 wagon 95.7 169.7 oho four 62 31 6918 wagon 95.7 169.7 oho four 62 27 7898 wagon 95.7 169.7 oho four 62 27 8778 wagon 104.5 187.8 doho six 156 19 15750 97.3 171.7 oho four 52 37 7775 171.7 oho 171.7 ohc 97.3 four 85 27 7975 97.3 four 52 37 7995 97.3 171.7 oho four 100 26 9995 sedan 104.3 188.8 oho four 114 23 12940 88 volvo wagon 104.3 188.8 oho four 114 23 13415
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