Marks and Comments of Assignment # 4

Names Lines Words Out Comnts h2 h3 h4 h5 Total marks RemExcellentarks
Abdul Haq 4297 10825 131 59 16 0 4 0 20 5 Excellent
Abdul Baseer 4996 12106 93 48 32 0 2 0 34 5
Abdullah Ahmadzai 1908 4232 56 15 1 0 0 0 1 2.64 Pipe delimited frame is not properly converted to columns. 2. Groupby function not used in point 4. 14. No code used for Column drop
Amin Ullah 4665 10532 136 110 1 0 0 0 1 4.5 Groupby function not used in point 4. Stock return formula incorrect, this is why mean return is so high.
Ayesha Ishfaq 2680 6240 66 39 5 0 0 0 5 4.5 Good job, but comments are few.
Azmat Noor 1498 3479 53 6 8 0 2 0 10 2.51 Too short and lots of errors.
Bashir Ahmad 4586 11488 102 86 1 0 21 0 22 5 Excellent
Bushra Younas 8918 26117 190 360 37 0 0 0 37 5 Excellent
Faiz Ur Rehman 4230 6875 190 360 37 0 0 0 37 4 Excellent
Ghulam Yasin 2756 6558 82 38 0 0 5 0 5 4.36 Few examples
Gul Sanga 2700 6177 56 0 3 0 0 0 3 2.67 Too Short
Habib Ullah 3579 8867 98 40 9 0 0 0 9 5 Excellent
Hamid Zia 4311 10269 126 64 5 0 1 0 6 5 Excellent
Hamza Tufail 2489 5542 65 19 3 0 0 0 3 3.26 Groupby function not used
Haris Qurashi 4339 10272 132 81 3 0 9 8 20 5 Excellent
Hira Pervez 6795 16884 51 18 0 0 0 0 0 4.41 Excellent
Ikram Ullah 3284 8185 54 65 1 0 2 0 3 4.32
Iqra Zafar 3765 8740 85 40 3 0 2 0 5 4.84
Jalal Wazir 4993 11587 109 30 15 0 1 1 17 5 Excellent
Jamshed Ali 2315 5487 98 54 7 0 0 0 7 5 Excellent
M.Riaz Khan Wazir 6813 17105 108 136 1 0 0 0 1 5 Excellent
Mesam Ali 7849 19978 190 117 13 0 4 0 17 5 Excellent
Mian Muhammad Aleemullah 2104 5112 76 16 1 0 1 0 2 3.37
Mohammad Shereen 2766 6575 95 65 22 0 1 0 23 5 Excellent
Mohsin Ali 3844 8378 124 21 14 0 0 0 14 5 Excellent
Muhammad Ibrahim 5717 14530 58 32 0 0 0 0 0 4.54 Excellent
Muhammad Amir 8694 21103 196 138 9 0 20 6 35 5 Excellent
Muhammad Bilal Khalil 3686 9645 56 60 0 0 0 0 0 4.35 Excellent
Muhammad Hamza Zeb 5429 13505 110 92 20 0 0 0 20 5 Excellent
Muhammad Ishaq 2258 5301 50 21 0 0 0 0 0 3.5
Mushahid Hussain 3898 9122 142 87 0 0 0 0 0 5 Excellent
Najeeb Ullah 3876 10183 61 53 0 0 0 0 0 4.42
Najwa Bukhari 2888 7161 90 91 3 0 4 1 8 5 Excellent
Naser Rehman 2758 6822 86 97 3 0 0 0 3 5 Excellent
Nasir Muhammad 3534 8611 103 68 0 0 6 0 6 5 Excellent
Noor Ul Ameen 2423 5641 68 35 6 0 0 0 6 3.79
Omer Irfan 2030 5401 39 72 0 0 0 0 0 3.5 You can do much better, short of time?
Qudratullah Ullah 3200 8233 41 2 0 0 11 0 11 3.5
Rahmatullah Khattak 3791 8779 100 41 0 0 0 0 0 5 Excellent
Rooha Nawaz 4283 9534 154 78 44 0 0 0 44 5 Excellent
Rubiya Riaz 3877 9366 113 53 28 0 0 0 28 5 Excellent
Saad Manzar 1044 2321 36 15 10 0 0 0 10 2.05 Too short
Salman Khan 3776 8811 85 54 0 0 0 0 0 5 Excellent
Sania Abbas 5131 11508 138 57 47 0 0 0 47 5 Excellent
Saqib Abbas 3882 9193 127 56 19 0 0 0 19 5 Excellent
Shahrukh Bibi 4469 10263 138 122 0 0 0 0 0 5 Excellent
Shahrukh Bibi 4143 9698 144 130 3 0 0 0 3 5 Excellent
Shakeel Ahmed 5604 14577 111 66 3 0 0 0 3 5 Excellent
Shayan Ali Khan 2871 6611 39 20 0 0 0 0 0 3
Shehzad Khan 6506 16570 162 229 16 0 0 0 16 5 Excellent
Subhan Ullah 3016 7640 72 49 3 0 0 0 3 4.38
Syed Athezaz Shah 4409 10420 104 44 6 0 2 0 8 5 Excellent
Syed Faizan Shah 2166 5440 49 39 15 0 2 0 17 4
Syed Minhaj Ul Hassnain 10715 23201 281 24 14 0 70 0 84 5 Excellent
Syed Munib Shah 3417 8013 58 15 13 0 0 0 13 3.65
Tariq Zaman 3393 7698 83 1 15 0 1 0 16 4.12
Usman Ghani 5543 13089 119 92 27 0 13 4 44 5 Excellent
Waqas Ali 2272 5128 83 6 33 0 0 0 33 4.37
Warda Afridi 6998 17194 226 175 15 0 0 0 15 5 Excellent
Waseem Khan 4154 10049 139 142 7 0 2 0 9 5 Excellent
Yaseen Abbas 2743 6003 68 84 1 0 0 0 1 4.81
Zarak Nawaz Khan 6487 15802 129 24 5 0 3 0 8 5 Excellent