dv lab week-4
T.Hemanth
2023-10-10
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analysis on ipl 2023 auction dataset
#ipl 2023 auction dataset
data=read.csv("C:/R9/ipl_2023_dataset.csv")
data## Player.Name Base.Price Type Cost.in.Rs...CR.
## 1 Shivam Mavi 4000000 BOWLER 6.00
## 2 Joshua Little 5000000 BOWLER 4.40
## 3 Kane Williamson 20000000 BATSMAN 2.00
## 4 K.S. Bharat 2000000 WICKETKEEPER 1.20
## 5 Mohit Sharma 5000000 BOWLER 0.50
## 6 Odean Smith 5000000 ALL-ROUNDER 0.50
## 7 Urvil Patel 2000000 WICKETKEEPER 0.20
## 8 Rahul Tewatia Retained ALL-ROUNDER 0.00
## 9 Pradeep Sangwan Retained ALL-ROUNDER 0.00
## 10 Rashid Khan Retained BOWLER 0.00
## 11 R. Sai Kishore Retained BOWLER 0.00
## 12 Yash Dayal Retained BOWLER 0.00
## 13 Noor Ahmad Retained BOWLER 0.00
## 14 Wriddhiman Saha Retained WICKETKEEPER 0.00
## 15 Vijay Shankar Retained ALL-ROUNDER 0.00
## 16 Shubman Gill Retained BATSMAN 0.00
## 17 Hardik Pandya Retained ALL-ROUNDER 0.00
## 18 B. Sai Sudharsan Retained ALL-ROUNDER 0.00
## 19 Alzarri Joseph Retained BOWLER 0.00
## 20 Abhinav Sadarangani Retained BATSMAN 0.00
## 21 Darshan Nalkande Retained ALL-ROUNDER 0.00
## 22 David Miller Retained BATSMAN 0.00
## 23 Matthew Wade Retained WICKETKEEPER 0.00
## 24 Jayant Yadav Retained ALL-ROUNDER 0.00
## 25 Mohammad Shami Retained BOWLER 0.00
## 26 Ben Stokes 20000000 ALL-ROUNDER 16.25
## 27 Kyle Jamieson 10000000 BOWLER 1.00
## 28 Nishant Sindhu 2000000 ALL-ROUNDER 0.60
## 29 Ajinkya Rahane 5000000 BATSMAN 0.50
## 30 Bhagath Varma 2000000 ALL-ROUNDER 0.20
## 31 Ajay Mandal 2000000 ALL-ROUNDER 0.20
## 32 Shaik Rasheed 2000000 BATSMAN 0.20
## 33 Ravindra Jadeja Retained ALL-ROUNDER 0.00
## 34 Rajvardhan Hangargekar Retained ALL-ROUNDER 0.00
## 35 Prashant Solanki Retained BOWLER 0.00
## 36 Ruturaj Gaikwad Retained BATSMAN 0.00
## 37 Tushar Deshpande Retained BOWLER 0.00
## 38 Mukesh Choudhary Retained BOWLER 0.00
## 39 Subhranshu Senapati Retained BATSMAN 0.00
## 40 Simarjeet Singh Retained BOWLER 0.00
## 41 Shivam Dube Retained ALL-ROUNDER 0.00
## 42 Matheesha Pathirana Retained BOWLER 0.00
## 43 Devon Conway Retained BATSMAN 0.00
## 44 Deepak Chahar Retained BOWLER 0.00
## 45 Ambati Rayudu Retained BATSMAN 0.00
## 46 Dwaine Pretorius Retained ALL-ROUNDER 0.00
## 47 Maheesh Theekshana Retained BOWLER 0.00
## 48 Moeen Ali Retained ALL-ROUNDER 0.00
## 49 Mitchell Santner Retained ALL-ROUNDER 0.00
## 50 MS Dhoni Retained WICKETKEEPER 0.00
## 51 Mukesh Kumar 2000000 BOWLER 5.50
## 52 Rilee Rossouw 20000000 BATSMAN 4.60
## 53 Manish Pandey 10000000 BATSMAN 2.40
## 54 Phil Salt 20000000 WICKETKEEPER 2.00
## 55 Ishant Sharma 5000000 BOWLER 0.50
## 56 Ripal Patel Retained ALL-ROUNDER 0.00
## 57 Pravin Dubey Retained ALL-ROUNDER 0.00
## 58 Rishabh Pant Retained WICKETKEEPER 0.00
## 59 Prithvi Shaw Retained BATSMAN 0.00
## 60 Syed Khaleel Ahmed Retained BOWLER 0.00
## 61 Yash Dhull Retained ALL-ROUNDER 0.00
## 62 Vicky Ostwal Retained ALL-ROUNDER 0.00
## 63 Mustafizur Rahman Retained BOWLER 0.00
## 64 Sarfaraz Khan Retained ALL-ROUNDER 0.00
## 65 Rovman Powell Retained BATSMAN 0.00
## 66 Lalit Yadav Retained ALL-ROUNDER 0.00
## 67 Axar Patel Retained ALL-ROUNDER 0.00
## 68 Anrich Nortje Retained BOWLER 0.00
## 69 Aman Khan (T) Retained ALL-ROUNDER 0.00
## 70 Chetan Sakariya Retained BOWLER 0.00
## 71 David Warner Retained BATSMAN 0.00
## 72 Lungisani Ngidi Retained BOWLER 0.00
## 73 Kuldeep Yadav Retained BOWLER 0.00
## 74 Kamlesh Nagarkoti Retained ALL-ROUNDER 0.00
## 75 Mitchell Marsh Retained ALL-ROUNDER 0.00
## 76 Shakib Al Hasan 1500000 ALL-ROUNDER 1.50
## 77 David Wiese 10000000 ALL-ROUNDER 1.00
## 78 N. Jagadeesan 2000000 WICKETKEEPER 0.90
## 79 Vaibhav Arora 2000000 BOWLER 0.60
## 80 Litton Das 5000000 WICKETKEEPER 0.50
## 81 Mandeep Singh 5000000 BATSMAN 0.50
## 82 Kulwant Khejroliya 2000000 BOWLER 0.20
## 83 Suyash Sharma 2000000 BOWLER 0.20
## 84 Sunil Narine Retained BOWLER 0.00
## 85 Shreyas Iyer Retained BATSMAN 0.00
## 86 Tim Southee Retained BOWLER 0.00
## 87 Umesh Yadav Retained BOWLER 0.00
## 88 Varun Chakaravarthy Retained BOWLER 0.00
## 89 Shardul Thakur (T) Retained BOWLER 0.00
## 90 Venkatesh Iyer Retained ALL-ROUNDER 0.00
## 91 Harshit Rana Retained BOWLER 0.00
## 92 Anukul Roy Retained ALL-ROUNDER 0.00
## 93 Andre Russell Retained ALL-ROUNDER 0.00
## 94 Lockie Ferguson (T) Retained BOWLER 0.00
## 95 Nitish Rana Retained ALL-ROUNDER 0.00
## 96 Rahmanullah Gurbaz (T) Retained WICKETKEEPER 0.00
## 97 Rinku Singh Retained BATSMAN 0.00
## 98 Sam Curran 20000000 ALL-ROUNDER 18.50
## 99 Sikandar Raza 5000000 ALL-ROUNDER 0.50
## 100 Harpreet Bhatia 2000000 BATSMAN 0.40
## 101 Mohit Rathee 2000000 ALL-ROUNDER 0.20
## 102 Vidwath Kaverappa 2000000 BOWLER 0.20
## 103 Shivam Singh 5000000 WICKETKEEPER 0.20
## 104 Liam Livingstone Retained ALL-ROUNDER 0.00
## 105 Baltej Singh Dhanda Retained BOWLER 0.00
## 106 Atharva Taide Retained ALL-ROUNDER 0.00
## 107 Bhanuka Rajapakse Retained BATSMAN 0.00
## 108 Jitesh Sharma Retained WICKETKEEPER 0.00
## 109 Nathan Ellis Retained BOWLER 0.00
## 110 Jonny Bairstow Retained WICKETKEEPER 0.00
## 111 Kagiso Rabada Retained BOWLER 0.00
## 112 Harpreet Brar Retained ALL-ROUNDER 0.00
## 113 Shahrukh Khan Retained ALL-ROUNDER 0.00
## 114 Shikhar Dhawan Retained BATSMAN 0.00
## 115 Rahul Chahar Retained BOWLER 0.00
## 116 Arshdeep Singh Retained BOWLER 0.00
## 117 Prabhsimran Singh Retained WICKETKEEPER 0.00
## 118 Raj Angad Bawa Retained ALL-ROUNDER 0.00
## 119 Rishi Dhawan Retained ALL-ROUNDER 0.00
## 120 Nicholas Pooran 20000000 WICKETKEEPER 16.00
## 121 Daniel Sams 7500000 ALL-ROUNDER 0.75
## 122 Jaydev Unadkat 5000000 BOWLER 0.50
## 123 Naveen Ul Haq 5000000 BOWLER 0.50
## 124 Amit Mishra 5000000 BOWLER 0.50
## 125 Romario Shepherd 5000000 ALL-ROUNDER 0.50
## 126 Yash Thakur 2000000 BOWLER 0.45
## 127 Swapnil Singh 2000000 ALL-ROUNDER 0.20
## 128 Yudhvir Charak 2000000 ALL-ROUNDER 0.20
## 129 Prerak Mankad 2000000 ALL-ROUNDER 0.20
## 130 Mark Wood Retained BOWLER 0.00
## 131 Marcus Stoinis Retained ALL-ROUNDER 0.00
## 132 Mayank Yadav Retained BOWLER 0.00
## 133 Mohsin Khan Retained BOWLER 0.00
## 134 Quinton De Kock Retained WICKETKEEPER 0.00
## 135 Manan Vohra Retained BATSMAN 0.00
## 136 Ravi Bishnoi Retained BOWLER 0.00
## 137 Deepak Hooda Retained ALL-ROUNDER 0.00
## 138 Ayush Badoni Retained ALL-ROUNDER 0.00
## 139 Avesh Khan Retained BOWLER 0.00
## 140 K. Gowtham Retained ALL-ROUNDER 0.00
## 141 Karan Sharma Retained ALL-ROUNDER 0.00
## 142 Krunal Pandya Retained ALL-ROUNDER 0.00
## 143 KL Rahul Retained BATSMAN 0.00
## 144 Kyle Mayers Retained ALL-ROUNDER 0.00
## 145 Cameron Green 20000000 ALL-ROUNDER 17.50
## 146 Jhye Richardson 1500000 BOWLER 1.50
## 147 Piyush Chawla 5000000 BOWLER 0.50
## 148 Raghav Goyal 2000000 BOWLER 0.20
## 149 Shams Mulani 2000000 ALL-ROUNDER 0.20
## 150 Nehal Wadhera 2000000 ALL-ROUNDER 0.20
## 151 Vishnu Vinod 2000000 WICKETKEEPER 0.20
## 152 Duan Jansen 2000000 ALL-ROUNDER 0.20
## 153 Ramandeep Singh Retained ALL-ROUNDER 0.00
## 154 N. Tilak Varma Retained ALL-ROUNDER 0.00
## 155 Mohd. Arshad Khan Retained ALL-ROUNDER 0.00
## 156 Rohit Sharma Retained BATSMAN 0.00
## 157 Suryakumar Yadav Retained BATSMAN 0.00
## 158 Kumar Kartikeya Singh Retained ALL-ROUNDER 0.00
## 159 Tristan Stubbs* Retained WICKETKEEPER 0.00
## 160 Tim David Retained ALL-ROUNDER 0.00
## 161 Hrithik Shokeen Retained ALL-ROUNDER 0.00
## 162 Arjun Tendulkar Retained ALL-ROUNDER 0.00
## 163 Akash Madhwal Retained BOWLER 0.00
## 164 Dewald Brevis Retained BATSMAN 0.00
## 165 Ishan Kishan Retained WICKETKEEPER 0.00
## 166 Jasprit Bumrah Retained BOWLER 0.00
## 167 Jason Behrendorff (T) Retained BOWLER 0.00
## 168 Jofra Archer Retained ALL-ROUNDER 0.00
## 169 Will Jacks 1500000 BATSMAN 3.20
## 170 Reece Topley 7500000 BOWLER 1.90
## 171 Rajan Kumar 2000000 BOWLER 0.70
## 172 Avinash Singh 2000000 BOWLER 0.60
## 173 Manoj Bhandage 2000000 ALL-ROUNDER 0.20
## 174 Sonu Yadav 2000000 ALL-ROUNDER 0.20
## 175 Himanshu Sharma 2000000 BOWLER 0.20
## 176 Rajat Patidar Retained BATSMAN 0.00
## 177 Mahipal Lomror Retained BOWLER 0.00
## 178 Shahbaz Ahamad Retained ALL-ROUNDER 0.00
## 179 Mohammed Siraj Retained BOWLER 0.00
## 180 Wanindu Hasaranga Retained ALL-ROUNDER 0.00
## 181 Karn Sharma Retained BOWLER 0.00
## 182 Virat Kohli Retained BATSMAN 0.00
## 183 Suyash Prabhudessai Retained ALL-ROUNDER 0.00
## 184 Siddharth Kaul Retained BOWLER 0.00
## 185 Finn Allen Retained BATSMAN 0.00
## 186 David Willey Retained ALL-ROUNDER 0.00
## 187 Anuj Rawat Retained WICKETKEEPER 0.00
## 188 Akash Deep Retained BOWLER 0.00
## 189 Dinesh Karthik Retained WICKETKEEPER 0.00
## 190 Faf Du Plessis Retained BATSMAN 0.00
## 191 Harshal Patel Retained ALL-ROUNDER 0.00
## 192 Glenn Maxwell Retained ALL-ROUNDER 0.00
## 193 Josh Hazlewood Retained BOWLER 0.00
## 194 Jason Holder 20000000 ALL-ROUNDER 5.75
## 195 Adam Zampa 1500000 BOWLER 1.50
## 196 Joe Root 10000000 BATSMAN 1.00
## 197 Donovan Ferreira 2000000 WICKETKEEPER 0.50
## 198 K.M. Asif 3000000 BOWLER 0.30
## 199 Kunal Rathore 2000000 WICKETKEEPER 0.20
## 200 Abdul P A 2000000 ALL-ROUNDER 0.20
## 201 Akash Vashisht 2000000 ALL-ROUNDER 0.20
## 202 Murugan Ashwin 2000000 BOWLER 0.20
## 203 Sanju Samson Retained WICKETKEEPER 0.00
## 204 Riyan Parag Retained ALL-ROUNDER 0.00
## 205 R. Ashwin Retained ALL-ROUNDER 0.00
## 206 Shimron Hetmyer Retained BATSMAN 0.00
## 207 Trent Boult Retained BOWLER 0.00
## 208 Prasidh Krishna Retained BOWLER 0.00
## 209 Yuzvendra Chahal Retained BOWLER 0.00
## 210 Yashasvi Jaiswal Retained BATSMAN 0.00
## 211 K.C Cariappa Retained BOWLER 0.00
## 212 Dhruv Jurel Retained WICKETKEEPER 0.00
## 213 Devdutt Padikkal Retained BATSMAN 0.00
## 214 Jos Buttler Retained WICKETKEEPER 0.00
## 215 Kuldeep Sen Retained BOWLER 0.00
## 216 Navdeep Saini Retained BOWLER 0.00
## 217 Kuldip Yadav Retained BOWLER 0.00
## 218 Obed Mccoy Retained BOWLER 0.00
## 219 Harry Brook 15000000 BATSMAN 13.25
## 220 Mayank Agarwal 10000000 BATSMAN 8.25
## 221 Heinrich Klaasen 10000000 WICKETKEEPER 5.25
## 222 Vivrant Sharma 2000000 ALL-ROUNDER 2.60
## 223 Adil Rashid 20000000 BOWLER 2.00
## 224 Mayank Dagar 2000000 ALL-ROUNDER 1.80
## 225 Akeal Hosein 10000000 BOWLER 1.00
## 226 Mayank Markande 5000000 BOWLER 0.50
## 227 Upendra Singh Yadav 2000000 WICKETKEEPER 0.25
## 228 Nitish Kumar Reddy 2000000 WICKETKEEPER 0.20
## 229 Samarth Vyas 2000000 ALL-ROUNDER 0.20
## 230 Anmolpreet Singh 2000000 BATSMAN 0.20
## 231 Sanvir Singh 2000000 ALL-ROUNDER 0.20
## 232 Marco Jansen Retained ALL-ROUNDER 0.00
## 233 Rahul Tripathi Retained BATSMAN 0.00
## 234 Umran Malik Retained BOWLER 0.00
## 235 Washington Sundar Retained ALL-ROUNDER 0.00
## 236 Kartik Tyagi Retained BOWLER 0.00
## 237 T. Natarajan Retained BOWLER 0.00
## 238 Fazalhaq Farooqi Retained BOWLER 0.00
## 239 Abdul Samad Retained BATSMAN 0.00
## 240 Abhishek Sharma Retained ALL-ROUNDER 0.00
## 241 Aiden Markram Retained BATSMAN 0.00
## 242 Bhuvneshwar Kumar Retained BOWLER 0.00
## 243 Glenn Phillips Retained WICKETKEEPER 0.00
## 244 Tom Banton 20000000 WICKETKEEPER NA
## 245 Kusal Mendis 5000000 WICKETKEEPER NA
## 246 Chris Jordan 20000000 BOWLER NA
## 247 Adam Milne 20000000 BOWLER NA
## 248 Mujeeb Rahman 10000000 BOWLER NA
## 249 Tabraiz Shamsi 10000000 BOWLER NA
## 250 Shubham Khajuria 2000000 BATSMAN NA
## 251 Rohan Kunnummal 2000000 BATSMAN NA
## 252 Chethan L.R. 2000000 BATSMAN NA
## 253 Himmat Singh 2000000 BATSMAN NA
## 254 Corbin Bosch 2000000 ALL-ROUNDER NA
## 255 Priyam Garg 2000000 ALL-ROUNDER NA
## 256 Saurabh Kumar 2000000 ALL-ROUNDER NA
## 257 Shashank Singh 2000000 ALL-ROUNDER NA
## 258 Mohammed Azharuddeen 2000000 WICKETKEEPER NA
## 259 Dinesh Bana 2000000 WICKETKEEPER NA
## 260 Abhimanyu Easwaran 2000000 WICKETKEEPER NA
## 261 Sumit Kumar 2000000 WICKETKEEPER NA
## 262 Lance Morris 3000000 BOWLER NA
## 263 Mujtaba Yousuf 2000000 BOWLER NA
## 264 Chintal Gandhi 2000000 BOWLER NA
## 265 Shreyas Gopal 2000000 BOWLER NA
## 266 S Midhun 2000000 BOWLER NA
## 267 Izharulhuq Naveed 2000000 BOWLER NA
## 268 Travis Head 20000000 BATSMAN NA
## 269 Dawid Malan 1500000 BATSMAN NA
## 270 Sherfane Rutherford 1500000 BATSMAN NA
## 271 Paul Stirling 5000000 BATSMAN NA
## 272 Rassie Van Der Dussen 20000000 BATSMAN NA
## 273 Daryl Mitchell 10000000 ALL-ROUNDER NA
## 274 Mohammad Nabi 10000000 ALL-ROUNDER NA
## 275 Jimmy Neesham 20000000 ALL-ROUNDER NA
## 276 Wayne Parnell 7500000 ALL-ROUNDER NA
## 277 Dasun Shanaka 5000000 ALL-ROUNDER NA
## 278 Taskin Ahmed 5000000 BOWLER NA
## 279 Dushmanta Chameera 5000000 BOWLER NA
## 280 Riley Meredith 1500000 BOWLER NA
## 281 Blessing Muzarabani 5000000 BOWLER NA
## 282 Sandeep Sharma 5000000 BOWLER NA
## 283 Johnson Charles 5000000 WICKETKEEPER NA
## 284 Andre Fletcher 5000000 WICKETKEEPER NA
## 285 Shai Hope 10000000 WICKETKEEPER NA
## 286 Tom Latham 10000000 WICKETKEEPER NA
## 287 Joshua Philippe 7500000 WICKETKEEPER NA
## 288 Lorcan Tucker 5000000 WICKETKEEPER NA
## 289 Shahbaz Nadeem 5000000 BOWLER NA
## 290 Ish Sodhi 7500000 BOWLER NA
## 291 Sachin Baby 2000000 BATSMAN NA
## 292 Ashwin Hebbar 2000000 BATSMAN NA
## 293 Pukhraj Mann 2000000 BATSMAN NA
## 294 Akshat Raghuwanshi 2000000 BATSMAN NA
## 295 Himanshu Rana 2000000 BATSMAN NA
## 296 Shoun Roger 2000000 BATSMAN NA
## 297 Virat Singh 2000000 BATSMAN NA
## 298 Will Smeed 4000000 BATSMAN NA
## 299 Apoorv Wankhade 3000000 BATSMAN NA
## 300 Gerald Coetzee 2000000 ALL-ROUNDER NA
## 301 Evan Jones 2000000 ALL-ROUNDER NA
## 302 Abid Mushtaq 2000000 ALL-ROUNDER NA
## 303 Suryansh Shedge 2000000 ALL-ROUNDER NA
## 304 Jagadeesha Suchith 2000000 ALL-ROUNDER NA
## 305 Ricky Bhui 2000000 WICKETKEEPER NA
## 306 Baba Indrajith 2000000 WICKETKEEPER NA
## 307 Sheldon Jackson 2000000 WICKETKEEPER NA
## 308 Aryan Juyal 2000000 WICKETKEEPER NA
## 309 Kirant Shinde 2000000 WICKETKEEPER NA
## 310 Luvnith Sisodia 2000000 WICKETKEEPER NA
## 311 Vishnu Solanki 2000000 WICKETKEEPER NA
## 312 Aniket Choudhary 3000000 BOWLER NA
## 313 Ravi Kumar 2000000 BOWLER NA
## 314 Sushant Mishra 2000000 BOWLER NA
## 315 Arzan Nagwaswalla 2000000 BOWLER NA
## 316 Ishan Porel 2000000 BOWLER NA
## 317 Akash Singh 2000000 BOWLER NA
## 318 Basil Thampi 2000000 BOWLER NA
## 319 Paul Van Meekeren 2000000 BOWLER NA
## 320 Vyshak Vijay Kumar 2000000 BOWLER NA
## 321 S.Ajith Ram 2000000 BOWLER NA
## 322 Satyajeet Bachhav 2000000 BOWLER NA
## 323 Tejas Baroka 2000000 BOWLER NA
## 324 Yuvraj Chudasama 2000000 BOWLER NA
## 325 Peter Hatzoglou 2000000 BOWLER NA
## 326 Karthik Meiyappan 2000000 BOWLER NA
## 327 Shivam Sharma 2000000 BOWLER NA
## 328 Reeza Hendricks 5000000 BATSMAN NA
## 329 Christiaan Jonker 5000000 BATSMAN NA
## 330 Brandon King 5000000 BATSMAN NA
## 331 Chris Lynn 20000000 BATSMAN NA
## 332 Karun Nair 5000000 BATSMAN NA
## 333 Pathum Nissaanka 5000000 BATSMAN NA
## 334 Jason Roy 1500000 BATSMAN NA
## 335 Gurkeerat Singh 5000000 BATSMAN NA
## 336 Harry Tector 5000000 BATSMAN NA
## 337 Najibullah Zadran 5000000 BATSMAN NA
## 338 Sean Abbott 1500000 ALL-ROUNDER NA
## 339 Qais Ahmad 5000000 ALL-ROUNDER NA
## 340 Charith Asalanka 5000000 ALL-ROUNDER NA
## 341 Michael Bracewell 10000000 ALL-ROUNDER NA
## 342 Dominic Drakes 5000000 ALL-ROUNDER NA
## 343 George Garton 5000000 ALL-ROUNDER NA
## 344 Chamika Karunaratne 5000000 ALL-ROUNDER NA
## 345 Jamie Overton 20000000 ALL-ROUNDER NA
## 346 Sandeep Warrier 5000000 ALL-ROUNDER NA
## 347 Ben Dwarshuis 5000000 BOWLER NA
## 348 Richard Gleeson 5000000 BOWLER NA
## 349 Lahiru Kumara 5000000 BOWLER NA
## 350 Dilshan Madushanka 5000000 BOWLER NA
## 351 Billy Stanlake 5000000 BOWLER NA
## 352 Andrew Tye 10000000 BOWLER NA
## 353 Luke Wood 10000000 BOWLER NA
## 354 Priyansh Arya 2000000 BATSMAN NA
## 355 Matthew Breetzke 2000000 BATSMAN NA
## 356 Shivam Chauhan 2000000 BATSMAN NA
## 357 Rahul Gahlaut 2000000 BATSMAN NA
## 358 Sudip Gharami 2000000 BATSMAN NA
## 359 C. Hari Nishaanth 2000000 BATSMAN NA
## 360 Amandeep Khare 2000000 BATSMAN NA
## 361 Bhanu Pania 2000000 BATSMAN NA
## 362 Ekant Sen 2000000 BATSMAN NA
## 363 Akash Singh 2000000 BATSMAN NA
## 364 Himanshu Bisht 2000000 ALL-ROUNDER NA
## 365 Mickil Jaiswal 2000000 ALL-ROUNDER NA
## 366 G.Aniketh Reddy 2000000 ALL-ROUNDER NA
## 367 Atit Sheth 2000000 ALL-ROUNDER NA
## 368 M. Siddharth 2000000 ALL-ROUNDER NA
## 369 Tanay Thyagarajann 2000000 ALL-ROUNDER NA
## 370 Sumeet Verma 2000000 ALL-ROUNDER NA
## 371 Sanjay Yadav 2000000 ALL-ROUNDER NA
## 372 Ajitesh Guruswamy 2000000 WICKETKEEPER NA
## 373 Yash Kothari 2000000 WICKETKEEPER NA
## 374 Suresh Kumar 2000000 WICKETKEEPER NA
## 375 Kumar Kushagra 2000000 WICKETKEEPER NA
## 376 Anmol Malhotra 2000000 WICKETKEEPER NA
## 377 Robin Minz 2000000 WICKETKEEPER NA
## 378 Agniv Pan 2000000 WICKETKEEPER NA
## 379 Priyesh Patel 2000000 WICKETKEEPER NA
## 380 Mitesh Patel 2000000 WICKETKEEPER NA
## 381 Abishek Porel 2000000 WICKETKEEPER NA
## 382 Bharat Sharma 2000000 WICKETKEEPER NA
## 383 Vivek Singh 2000000 WICKETKEEPER NA
## 384 Abhijeet Tomar 2000000 WICKETKEEPER NA
## 385 Basit Bashir 2000000 BOWLER NA
## 386 Nandre Burger 2000000 BOWLER NA
## 387 Rasikh Dar 2000000 BOWLER NA
## 388 Sakib Hussain 2000000 BOWLER NA
## 389 Waseem Khanday 2000000 BOWLER NA
## 390 Ravi Kiran Majeti 2000000 BOWLER NA
## 391 Lukman Hussain Meriwala 2000000 BOWLER NA
## 392 Anuj Raj 2000000 BOWLER NA
## 393 Ankit Singh Rajpoot 2000000 BOWLER NA
## 394 Prince Yadav 2000000 BOWLER NA
## 395 Prithviraj Yarra 2000000 BOWLER NA
## 396 Mushtaq Beg 2000000 BOWLER NA
## 397 Rocky Bhasker 2000000 BOWLER NA
## 398 Sanjith Devaraj 2000000 BOWLER NA
## 399 Allah Mohammad 2000000 BOWLER NA
## 400 Lalit Mohan 2000000 BOWLER NA
## 401 Bhuwan Rohilla 2000000 BOWLER NA
## 402 Aman Sharma 2000000 BOWLER NA
## 403 Manav Suthar 2000000 BOWLER NA
## 404 Tom Curran 7500000 ALL-ROUNDER NA
## 405 Moises Henriques 10000000 ALL-ROUNDER NA
## 406 Afif Hossain 5000000 ALL-ROUNDER NA
## 407 Scott Kuggeleijn 5000000 ALL-ROUNDER NA
## 408 Sisanda Magala 5000000 ALL-ROUNDER NA
## 409 Craig Overton 20000000 ALL-ROUNDER NA
## 410 Darcy Short 7500000 ALL-ROUNDER NA
## 411 Dhananjaya Silva 5000000 ALL-ROUNDER NA
## 412 Dunith Wellalage 5000000 ALL-ROUNDER NA
## 413 Varun Aaron 5000000 BOWLER NA
## 414 Sheldon Cottrel 5000000 BOWLER NA
## 415 Nathan Coulter-Nile 1500000 BOWLER NA
## 416 Daryn Dupavillon 5000000 BOWLER NA
## 417 Matt Henry 10000000 BOWLER NA
## 418 Dhawal Kulkarni 5000000 BOWLER NA
## 419 Tymal Mills 20000000 BOWLER NA
## 420 David Payne 7500000 BOWLER NA
## 421 Barinder Sran 5000000 BOWLER NA
## 422 Glenton Stuurman 5000000 BOWLER NA
## 423 Anirudh Balachander 2000000 BATSMAN NA
## 424 Gourav Choudhary 2000000 BATSMAN NA
## 425 Saurav Chuahan 2000000 BATSMAN NA
## 426 Kumar Deobrat 2000000 BATSMAN NA
## 427 Chirag Gandhi 2000000 BATSMAN NA
## 428 Arman Jaffer 2000000 BATSMAN NA
## 429 Madhav Kaushik 2000000 BATSMAN NA
## 430 Priyank Panchal 2000000 BATSMAN NA
## 431 Ayush Pandey 2000000 BATSMAN NA
## 432 Rohan Patil 2000000 BATSMAN NA
## 433 Sanjay Ramaswamy 2000000 BATSMAN NA
## 434 Siddharth Yadav 2000000 BATSMAN NA
## 435 Rehan Ahmed 4000000 ALL-ROUNDER NA
## 436 Prayas Barman 2000000 ALL-ROUNDER NA
## 437 Rahul Buddhi 2000000 ALL-ROUNDER NA
## 438 Vaisakh Chandran 2000000 ALL-ROUNDER NA
## 439 Writtick Chatterjee 2000000 ALL-ROUNDER NA
## 440 Prashant Chopra 2000000 ALL-ROUNDER NA
## 441 Harsh Dubey 2000000 ALL-ROUNDER NA
## 442 Tanush Kotian 2000000 ALL-ROUNDER NA
## 443 Ninad Rathva 2000000 ALL-ROUNDER NA
## 444 B. Surya 2000000 ALL-ROUNDER NA
## 445 Jordan Thompson 4000000 ALL-ROUNDER NA
## 446 Shivank Vashisth 2000000 ALL-ROUNDER NA
## 447 Ankush Bains 2000000 WICKETKEEPER NA
## 448 Christopher Benjamin 2000000 WICKETKEEPER NA
## 449 Connor Esterhuizen 2000000 WICKETKEEPER NA
## 450 Mohd Arslan Khan 2000000 WICKETKEEPER NA
## 451 Mamidi Krishna 2000000 WICKETKEEPER NA
## 452 Fazil Makaya 2000000 WICKETKEEPER NA
## 453 Akshdeep Nath 2000000 WICKETKEEPER NA
## 454 Deepak Punia 2000000 WICKETKEEPER NA
## 455 Ateev Saini 2000000 WICKETKEEPER NA
## 456 Bipin Saurabh 2000000 WICKETKEEPER NA
## 457 B.R. Sharath 2000000 WICKETKEEPER NA
## 458 Yashovardhan Singh 2000000 WICKETKEEPER NA
## 459 Lakshay Thareja 2000000 WICKETKEEPER NA
## 460 Mohit Avasthi 2000000 BOWLER NA
## 461 Ottneil Baartman 2000000 BOWLER NA
## 462 Gurnoor Singh Brar 2000000 BOWLER NA
## 463 Shahrukh Dar 2000000 BOWLER NA
## 464 Thomas Helm 4000000 BOWLER NA
## 465 Pankaj Jaswal 2000000 BOWLER NA
## 466 Venkatesh Muralidhara 2000000 BOWLER NA
## 467 Geet Puri 2000000 BOWLER NA
## 468 E. Sanketh 2000000 BOWLER NA
## 469 Ajay Sarkar 2000000 BOWLER NA
## 470 Ashok Sharma 2000000 BOWLER NA
## 471 Kanwar Singh 2000000 BOWLER NA
## 472 Fabian Allen 5000000 ALL-ROUNDER NA
## 473 Carlos Brathwaite 7500000 ALL-ROUNDER NA
## 474 Roston Chase 10000000 ALL-ROUNDER NA
## 475 Rahkeem Cornwall 10000000 ALL-ROUNDER NA
## 476 Karim Janat 5000000 ALL-ROUNDER NA
## 477 Keshav Maharaj 5000000 ALL-ROUNDER NA
## 478 Pawan Negi 5000000 ALL-ROUNDER NA
## 479 Keemo Paul 5000000 ALL-ROUNDER NA
## 480 Shivam Chaudhary 2000000 ALL-ROUNDER NA
## 481 Ashwin Das 2000000 ALL-ROUNDER NA
## 482 James Fuller 4000000 ALL-ROUNDER NA
## 483 Chirag Jani 2000000 ALL-ROUNDER NA
## 484 Akshay Karnewar 2000000 ALL-ROUNDER NA
## 485 Bhagmender Lather 2000000 ALL-ROUNDER NA
## 486 Lone Muzaffar 2000000 ALL-ROUNDER NA
## 487 Pulkit Narang 2000000 ALL-ROUNDER NA
## 488 Rohit Rayudu 2000000 ALL-ROUNDER NA
## 489 Sameer Rizvi 2000000 ALL-ROUNDER NA
## 490 Tunish Sawkar 2000000 ALL-ROUNDER NA
## 491 Auqib Dar 2000000 BOWLER NA
## 492 Mukhtar Hussain 2000000 BOWLER NA
## 493 Ashwani Kumar 2000000 BOWLER NA
## 494 Hemant Kumar 2000000 BOWLER NA
## 495 Nathan McAndrew 2000000 BOWLER NA
## 496 Rajesh Mohanty 2000000 BOWLER NA
## 497 Ravi Sharma 2000000 BOWLER NA
## 498 Vikash Singh 2000000 BOWLER NA
## 499 Ruben Trumpelmann 2000000 BOWLER NA
## 500 Koushik Vasuki 2000000 BOWLER NA
## 501 Vasu Vats 2000000 BOWLER NA
## 502 Shubham Agrawal 2000000 ALL-ROUNDER NA
## 503 Baba Aparajith 2000000 ALL-ROUNDER NA
## 504 Anshul Kamboj 2000000 ALL-ROUNDER NA
## 505 Azim Kazi 2000000 ALL-ROUNDER NA
## 506 Dev Lakra 2000000 ALL-ROUNDER NA
## 507 Jitender Pal 2000000 ALL-ROUNDER NA
## 508 Ritwik Roy Chowdhury 2000000 ALL-ROUNDER NA
## 509 Utkarsh Singh 2000000 ALL-ROUNDER NA
## 510 Shubham Singh 2000000 ALL-ROUNDER NA
## 511 Avneesh Sudha 2000000 ALL-ROUNDER NA
## 512 Asad Jamil Ahmed 2000000 BOWLER NA
## 513 Bandaru Ayyappa 2000000 BOWLER NA
## 514 Aashish Bhatt 2000000 BOWLER NA
## 515 McKenny Clarke 2000000 BOWLER NA
## 516 Shubham Kapse 2000000 BOWLER NA
## 517 Gourav Koul 2000000 BOWLER NA
## 518 Raunak Kumar 2000000 BOWLER NA
## 519 Trilok Nag 2000000 BOWLER NA
## 520 Atal Bihari Rai 2000000 BOWLER NA
## 521 Ramon Simmonds 2000000 BOWLER NA
## 522 Rajeev Singh 2000000 BOWLER NA
## 523 Mohd. Wasim 2000000 BOWLER NA
## 524 Atharva Ankolekar 2000000 ALL-ROUNDER NA
## 525 Khizar Dafedar 2000000 ALL-ROUNDER NA
## 526 Naman Dhir 2000000 ALL-ROUNDER NA
## 527 Sahil Dhiwan 2000000 ALL-ROUNDER NA
## 528 Sampark Gupta 2000000 ALL-ROUNDER NA
## 529 Jordan Hermann 2000000 ALL-ROUNDER NA
## 530 Hayden Kerr 2000000 ALL-ROUNDER NA
## 531 Salman Khan 2000000 ALL-ROUNDER NA
## 532 Sairaj Patil 2000000 ALL-ROUNDER NA
## 533 Divyaansh Saxena 2000000 ALL-ROUNDER NA
## 534 Purnank Tyagi 2000000 ALL-ROUNDER NA
## 535 Prince Yadav 2000000 ALL-ROUNDER NA
## 536 Deepraj Gaonkar 2000000 ALL-ROUNDER NA
## 537 Shubham Garhwal 2000000 ALL-ROUNDER NA
## 538 Benny Howell 4000000 ALL-ROUNDER NA
## 539 Deepesh Nailwal 2000000 ALL-ROUNDER NA
## 540 Arjun Rapria 2000000 ALL-ROUNDER NA
## 541 Shashwat Rawat 2000000 ALL-ROUNDER NA
## 542 Sumit Ruikar 2000000 ALL-ROUNDER NA
## 543 Shivam Sharma 2000000 ALL-ROUNDER NA
## 544 Rajandeep Singh 2000000 ALL-ROUNDER NA
## 545 Anunay Singh 2000000 ALL-ROUNDER NA
## 546 Digvesh Singh 2000000 ALL-ROUNDER NA
## 547 Pranshu Vijayran 2000000 ALL-ROUNDER NA
## 548 Prerit Dutta 2000000 ALL-ROUNDER NA
## 549 Ramakrishna Ghosh 2000000 ALL-ROUNDER NA
## 550 Shubhang Hegde 2000000 ALL-ROUNDER NA
## 551 Shamshuzama Kazi 2000000 ALL-ROUNDER NA
## 552 Ayaz Khan 2000000 ALL-ROUNDER NA
## 553 Amit Pachhara 2000000 ALL-ROUNDER NA
## 554 Akul Pandove 2000000 ALL-ROUNDER NA
## 555 Garv Sangwan 2000000 ALL-ROUNDER NA
## 556 Shubham Sharma 2000000 ALL-ROUNDER NA
## 557 Amit Yadav 2000000 ALL-ROUNDER NA
## 558 Amit Ali 2000000 ALL-ROUNDER NA
## 559 Rishabh Chauhan 2000000 ALL-ROUNDER NA
## 560 Matthew Forde 2000000 ALL-ROUNDER NA
## 561 Sammar Gajjar 2000000 ALL-ROUNDER NA
## 562 Rajneesh Gurbani 2000000 ALL-ROUNDER NA
## 563 Divyansh Joshi 2000000 ALL-ROUNDER NA
## 564 Dhruv Patel 2000000 ALL-ROUNDER NA
## 565 Jack Prestwidge 2000000 ALL-ROUNDER NA
## 566 Aditya Sarvate 2000000 ALL-ROUNDER NA
## 567 Sagar Solanki 2000000 ALL-ROUNDER NA
## 568 Prenelan Subrayen 2000000 ALL-ROUNDER NA
## Cost.in....K. X2022.Squad X2023.Squad
## 1 720 KKR GT
## 2 528 GT
## 3 240 SRH GT
## 4 144 DC GT
## 5 60 GT
## 6 60 PBKS GT
## 7 24 GT
## 8 0 GT GT
## 9 0 GT GT
## 10 0 GT GT
## 11 0 GT GT
## 12 0 GT GT
## 13 0 GT GT
## 14 0 GT GT
## 15 0 GT GT
## 16 0 GT GT
## 17 0 GT GT
## 18 0 GT GT
## 19 0 GT GT
## 20 0 GT GT
## 21 0 GT GT
## 22 0 GT GT
## 23 0 GT GT
## 24 0 GT GT
## 25 0 GT GT
## 26 1950 CSK
## 27 120 CSK
## 28 72 CSK
## 29 60 KKR CSK
## 30 24 CSK CSK
## 31 24 CSK
## 32 24 CSK
## 33 0 CSK CSK
## 34 0 CSK CSK
## 35 0 CSK CSK
## 36 0 CSK CSK
## 37 0 CSK CSK
## 38 0 CSK CSK
## 39 0 CSK CSK
## 40 0 CSK CSK
## 41 0 CSK CSK
## 42 0 CSK CSK
## 43 0 CSK CSK
## 44 0 CSK CSK
## 45 0 CSK CSK
## 46 0 CSK CSK
## 47 0 CSK CSK
## 48 0 CSK CSK
## 49 0 CSK CSK
## 50 0 CSK CSK
## 51 660 DC
## 52 552 DC
## 53 288 LSG DC
## 54 240 DC
## 55 60 DC
## 56 0 DC DC
## 57 0 DC DC
## 58 0 DC DC
## 59 0 DC DC
## 60 0 DC DC
## 61 0 DC DC
## 62 0 DC DC
## 63 0 DC DC
## 64 0 DC DC
## 65 0 DC DC
## 66 0 DC DC
## 67 0 DC DC
## 68 0 DC DC
## 69 0 DC DC
## 70 0 DC DC
## 71 0 DC DC
## 72 0 DC DC
## 73 0 DC DC
## 74 0 DC DC
## 75 0 DC DC
## 76 180 KKR
## 77 120 KKR
## 78 108 CSK KKR
## 79 72 PBKS KKR
## 80 60 KKR
## 81 60 DC KKR
## 82 24 KKR
## 83 24 KKR
## 84 0 KKR KKR
## 85 0 KKR KKR
## 86 0 KKR KKR
## 87 0 KKR KKR
## 88 0 KKR KKR
## 89 0 KKR KKR
## 90 0 KKR KKR
## 91 0 KKR KKR
## 92 0 KKR KKR
## 93 0 KKR KKR
## 94 0 KKR KKR
## 95 0 KKR KKR
## 96 0 KKR KKR
## 97 0 KKR KKR
## 98 2220 PBKS
## 99 60 PBKS
## 100 48 PBKS
## 101 24 PBKS
## 102 24 PBKS
## 103 24 PBKS
## 104 0 PBKS PBKS
## 105 0 PBKS PBKS
## 106 0 PBKS PBKS
## 107 0 PBKS PBKS
## 108 0 PBKS PBKS
## 109 0 PBKS PBKS
## 110 0 PBKS PBKS
## 111 0 PBKS PBKS
## 112 0 PBKS PBKS
## 113 0 PBKS PBKS
## 114 0 PBKS PBKS
## 115 0 PBKS PBKS
## 116 0 PBKS PBKS
## 117 0 PBKS PBKS
## 118 0 PBKS PBKS
## 119 0 PBKS PBKS
## 120 1920 SRH LSG
## 121 90 MI LSG
## 122 60 MI LSG
## 123 60 LSG
## 124 60 LSG
## 125 60 SRH LSG
## 126 54 LSG
## 127 24 LSG
## 128 24 LSG
## 129 24 PBKS LSG
## 130 0 LSG LSG
## 131 0 LSG LSG
## 132 0 LSG LSG
## 133 0 LSG LSG
## 134 0 LSG LSG
## 135 0 LSG LSG
## 136 0 LSG LSG
## 137 0 LSG LSG
## 138 0 LSG LSG
## 139 0 LSG LSG
## 140 0 LSG LSG
## 141 0 LSG LSG
## 142 0 LSG LSG
## 143 0 LSG LSG
## 144 0 LSG LSG
## 145 2100 MI
## 146 180 MI
## 147 60 MI
## 148 24 MI
## 149 24 MI
## 150 24 MI
## 151 24 SRH MI
## 152 24 MI
## 153 0 MI MI
## 154 0 MI MI
## 155 0 MI MI
## 156 0 MI MI
## 157 0 MI MI
## 158 0 MI MI
## 159 0 MI MI
## 160 0 MI MI
## 161 0 MI MI
## 162 0 MI MI
## 163 0 MI MI
## 164 0 MI MI
## 165 0 MI MI
## 166 0 MI MI
## 167 0 MI MI
## 168 0 MI MI
## 169 384 RCB
## 170 228 RCB
## 171 84 RCB
## 172 72 RCB
## 173 24 RCB
## 174 24 RCB
## 175 24 RCB
## 176 0 RCB RCB
## 177 0 RCB RCB
## 178 0 RCB RCB
## 179 0 RCB RCB
## 180 0 RCB RCB
## 181 0 RCB RCB
## 182 0 RCB RCB
## 183 0 RCB RCB
## 184 0 RCB RCB
## 185 0 RCB RCB
## 186 0 RCB RCB
## 187 0 RCB RCB
## 188 0 RCB RCB
## 189 0 RCB RCB
## 190 0 RCB RCB
## 191 0 RCB RCB
## 192 0 RCB RCB
## 193 0 RCB RCB
## 194 690 LSG RR
## 195 180 RR
## 196 120 RR
## 197 60 RR
## 198 36 CSK RR
## 199 24 RR
## 200 24 RR
## 201 24 RR
## 202 24 MI RR
## 203 0 RR RR
## 204 0 RR RR
## 205 0 RR RR
## 206 0 RR RR
## 207 0 RR RR
## 208 0 RR RR
## 209 0 RR RR
## 210 0 RR RR
## 211 0 RR RR
## 212 0 RR RR
## 213 0 RR RR
## 214 0 RR RR
## 215 0 RR RR
## 216 0 RR RR
## 217 0 RR RR
## 218 0 RR RR
## 219 1590 SRH
## 220 990 PBKS SRH
## 221 630 SRH
## 222 312 SRH
## 223 240 SRH
## 224 216 SRH
## 225 120 SRH
## 226 60 MI SRH
## 227 30 SRH
## 228 24 SRH
## 229 24 SRH
## 230 24 MI SRH
## 231 24 SRH
## 232 0 SRH SRH
## 233 0 SRH SRH
## 234 0 SRH SRH
## 235 0 SRH SRH
## 236 0 SRH SRH
## 237 0 SRH SRH
## 238 0 SRH SRH
## 239 0 SRH SRH
## 240 0 SRH SRH
## 241 0 SRH SRH
## 242 0 SRH SRH
## 243 0 SRH SRH
## 244 NA Unsold
## 245 NA Unsold
## 246 NA CSK Unsold
## 247 NA CSK Unsold
## 248 NA Unsold
## 249 NA Unsold
## 250 NA Unsold
## 251 NA Unsold
## 252 NA Unsold
## 253 NA Unsold
## 254 NA RR Unsold
## 255 NA SRH Unsold
## 256 NA Unsold
## 257 NA SRH Unsold
## 258 NA Unsold
## 259 NA Unsold
## 260 NA Unsold
## 261 NA Unsold
## 262 NA Unsold
## 263 NA Unsold
## 264 NA Unsold
## 265 NA SRH Unsold
## 266 NA Unsold
## 267 NA Unsold
## 268 NA Unsold
## 269 NA Unsold
## 270 NA RCB Unsold
## 271 NA Unsold
## 272 NA RR Unsold
## 273 NA RR Unsold
## 274 NA KKR Unsold
## 275 NA RR Unsold
## 276 NA Unsold
## 277 NA Unsold
## 278 NA Unsold
## 279 NA LSG Unsold
## 280 NA MI Unsold
## 281 NA Unsold
## 282 NA PBKS Unsold
## 283 NA Unsold
## 284 NA Unsold
## 285 NA Unsold
## 286 NA Unsold
## 287 NA Unsold
## 288 NA Unsold
## 289 NA LSG Unsold
## 290 NA Unsold
## 291 NA Unsold
## 292 NA DC Unsold
## 293 NA Unsold
## 294 NA Unsold
## 295 NA Unsold
## 296 NA Unsold
## 297 NA Unsold
## 298 NA Unsold
## 299 NA Unsold
## 300 NA Unsold
## 301 NA Unsold
## 302 NA Unsold
## 303 NA Unsold
## 304 NA SRH Unsold
## 305 NA Unsold
## 306 NA KKR Unsold
## 307 NA KKR Unsold
## 308 NA MI Unsold
## 309 NA Unsold
## 310 NA RCB Unsold
## 311 NA Unsold
## 312 NA Unsold
## 313 NA Unsold
## 314 NA SRH Unsold
## 315 NA Unsold
## 316 NA PBKS Unsold
## 317 NA Unsold
## 318 NA MI Unsold
## 319 NA Unsold
## 320 NA Unsold
## 321 NA Unsold
## 322 NA Unsold
## 323 NA RR Unsold
## 324 NA Unsold
## 325 NA Unsold
## 326 NA Unsold
## 327 NA Unsold
## 328 NA Unsold
## 329 NA Unsold
## 330 NA Unsold
## 331 NA Unsold
## 332 NA RR Unsold
## 333 NA Unsold
## 334 NA GT Unsold
## 335 NA GT Unsold
## 336 NA Unsold
## 337 NA Unsold
## 338 NA SRH Unsold
## 339 NA Unsold
## 340 NA Unsold
## 341 NA Unsold
## 342 NA GT Unsold
## 343 NA Unsold
## 344 NA KKR Unsold
## 345 NA Unsold
## 346 NA Unsold
## 347 NA Unsold
## 348 NA Unsold
## 349 NA Unsold
## 350 NA Unsold
## 351 NA Unsold
## 352 NA LSG Unsold
## 353 NA Unsold
## 354 NA Unsold
## 355 NA Unsold
## 356 NA Unsold
## 357 NA Unsold
## 358 NA Unsold
## 359 NA CSK Unsold
## 360 NA Unsold
## 361 NA Unsold
## 362 NA Unsold
## 363 NA Unsold
## 364 NA Unsold
## 365 NA Unsold
## 366 NA Unsold
## 367 NA Unsold
## 368 NA Unsold
## 369 NA Unsold
## 370 NA Unsold
## 371 NA MI Unsold
## 372 NA Unsold
## 373 NA Unsold
## 374 NA Unsold
## 375 NA Unsold
## 376 NA Unsold
## 377 NA Unsold
## 378 NA Unsold
## 379 NA Unsold
## 380 NA Unsold
## 381 NA Unsold
## 382 NA Unsold
## 383 NA Unsold
## 384 NA KKR Unsold
## 385 NA Unsold
## 386 NA Unsold
## 387 NA KKR Unsold
## 388 NA Unsold
## 389 NA Unsold
## 390 NA Unsold
## 391 NA Unsold
## 392 NA Unsold
## 393 NA LSG Unsold
## 394 NA Unsold
## 395 NA Unsold
## 396 NA Unsold
## 397 NA Unsold
## 398 NA Unsold
## 399 NA Unsold
## 400 NA Unsold
## 401 NA Unsold
## 402 NA Unsold
## 403 NA Unsold
## 404 NA Unsold
## 405 NA Unsold
## 406 NA Unsold
## 407 NA Unsold
## 408 NA Unsold
## 409 NA Unsold
## 410 NA Unsold
## 411 NA Unsold
## 412 NA Unsold
## 413 NA GT Unsold
## 414 NA Unsold
## 415 NA RR Unsold
## 416 NA Unsold
## 417 NA Unsold
## 418 NA Unsold
## 419 NA MI Unsold
## 420 NA Unsold
## 421 NA Unsold
## 422 NA Unsold
## 423 NA Unsold
## 424 NA Unsold
## 425 NA Unsold
## 426 NA Unsold
## 427 NA Unsold
## 428 NA Unsold
## 429 NA Unsold
## 430 NA Unsold
## 431 NA Unsold
## 432 NA Unsold
## 433 NA Unsold
## 434 NA Unsold
## 435 NA Unsold
## 436 NA Unsold
## 437 NA MI Unsold
## 438 NA Unsold
## 439 NA PBKS Unsold
## 440 NA Unsold
## 441 NA Unsold
## 442 NA Unsold
## 443 NA Unsold
## 444 NA Unsold
## 445 NA Unsold
## 446 NA Unsold
## 447 NA Unsold
## 448 NA Unsold
## 449 NA Unsold
## 450 NA Unsold
## 451 NA Unsold
## 452 NA Unsold
## 453 NA Unsold
## 454 NA Unsold
## 455 NA Unsold
## 456 NA Unsold
## 457 NA Unsold
## 458 NA Unsold
## 459 NA Unsold
## 460 NA Unsold
## 461 NA Unsold
## 462 NA Unsold
## 463 NA Unsold
## 464 NA Unsold
## 465 NA Unsold
## 466 NA Unsold
## 467 NA Unsold
## 468 NA Unsold
## 469 NA Unsold
## 470 NA Unsold
## 471 NA Unsold
## 472 NA MI Unsold
## 473 NA Unsold
## 474 NA Unsold
## 475 NA Unsold
## 476 NA Unsold
## 477 NA Unsold
## 478 NA Unsold
## 479 NA Unsold
## 480 NA Unsold
## 481 NA Unsold
## 482 NA Unsold
## 483 NA Unsold
## 484 NA Unsold
## 485 NA Unsold
## 486 NA Unsold
## 487 NA Unsold
## 488 NA Unsold
## 489 NA Unsold
## 490 NA Unsold
## 491 NA Unsold
## 492 NA Unsold
## 493 NA Unsold
## 494 NA Unsold
## 495 NA Unsold
## 496 NA Unsold
## 497 NA Unsold
## 498 NA Unsold
## 499 NA Unsold
## 500 NA Unsold
## 501 NA Unsold
## 502 NA Unsold
## 503 NA Unsold
## 504 NA Unsold
## 505 NA Unsold
## 506 NA Unsold
## 507 NA Unsold
## 508 NA Unsold
## 509 NA Unsold
## 510 NA Unsold
## 511 NA Unsold
## 512 NA Unsold
## 513 NA Unsold
## 514 NA Unsold
## 515 NA Unsold
## 516 NA Unsold
## 517 NA Unsold
## 518 NA Unsold
## 519 NA Unsold
## 520 NA Unsold
## 521 NA Unsold
## 522 NA Unsold
## 523 NA Unsold
## 524 NA Unsold
## 525 NA Unsold
## 526 NA Unsold
## 527 NA Unsold
## 528 NA Unsold
## 529 NA Unsold
## 530 NA Unsold
## 531 NA Unsold
## 532 NA Unsold
## 533 NA Unsold
## 534 NA Unsold
## 535 NA Unsold
## 536 NA Unsold
## 537 NA RR Unsold
## 538 NA PBKS Unsold
## 539 NA Unsold
## 540 NA Unsold
## 541 NA Unsold
## 542 NA Unsold
## 543 NA Unsold
## 544 NA Unsold
## 545 NA Unsold
## 546 NA Unsold
## 547 NA Unsold
## 548 NA Unsold
## 549 NA Unsold
## 550 NA Unsold
## 551 NA Unsold
## 552 NA Unsold
## 553 NA Unsold
## 554 NA Unsold
## 555 NA Unsold
## 556 NA Unsold
## 557 NA Unsold
## 558 NA Unsold
## 559 NA Unsold
## 560 NA Unsold
## 561 NA Unsold
## 562 NA Unsold
## 563 NA Unsold
## 564 NA Unsold
## 565 NA Unsold
## 566 NA Unsold
## 567 NA Unsold
## 568 NA Unsold#summary and structure of data
summary(data)## Player.Name Base.Price Type Cost.in.Rs...CR.
## Length:568 Length:568 Length:568 Min. : 0.0000
## Class :character Class :character Class :character 1st Qu.: 0.0000
## Mode :character Mode :character Mode :character Median : 0.0000
## Mean : 0.6872
## 3rd Qu.: 0.2000
## Max. :18.5000
## NA's :325
## Cost.in....K. X2022.Squad X2023.Squad
## Min. : 0.00 Length:568 Length:568
## 1st Qu.: 0.00 Class :character Class :character
## Median : 0.00 Mode :character Mode :character
## Mean : 82.47
## 3rd Qu.: 24.00
## Max. :2220.00
## NA's :325str(data)## 'data.frame': 568 obs. of 7 variables:
## $ Player.Name : chr "Shivam Mavi" "Joshua Little" "Kane Williamson" "K.S. Bharat" ...
## $ Base.Price : chr "4000000" "5000000" "20000000" "2000000" ...
## $ Type : chr "BOWLER" "BOWLER" "BATSMAN" "WICKETKEEPER" ...
## $ Cost.in.Rs...CR.: num 6 4.4 2 1.2 0.5 0.5 0.2 0 0 0 ...
## $ Cost.in....K. : int 720 528 240 144 60 60 24 0 0 0 ...
## $ X2022.Squad : chr "KKR" "" "SRH" "DC" ...
## $ X2023.Squad : chr "GT" "GT" "GT" "GT" ...Including Plots
#plyers in auction
data## Player.Name Base.Price Type Cost.in.Rs...CR.
## 1 Shivam Mavi 4000000 BOWLER 6.00
## 2 Joshua Little 5000000 BOWLER 4.40
## 3 Kane Williamson 20000000 BATSMAN 2.00
## 4 K.S. Bharat 2000000 WICKETKEEPER 1.20
## 5 Mohit Sharma 5000000 BOWLER 0.50
## 6 Odean Smith 5000000 ALL-ROUNDER 0.50
## 7 Urvil Patel 2000000 WICKETKEEPER 0.20
## 8 Rahul Tewatia Retained ALL-ROUNDER 0.00
## 9 Pradeep Sangwan Retained ALL-ROUNDER 0.00
## 10 Rashid Khan Retained BOWLER 0.00
## 11 R. Sai Kishore Retained BOWLER 0.00
## 12 Yash Dayal Retained BOWLER 0.00
## 13 Noor Ahmad Retained BOWLER 0.00
## 14 Wriddhiman Saha Retained WICKETKEEPER 0.00
## 15 Vijay Shankar Retained ALL-ROUNDER 0.00
## 16 Shubman Gill Retained BATSMAN 0.00
## 17 Hardik Pandya Retained ALL-ROUNDER 0.00
## 18 B. Sai Sudharsan Retained ALL-ROUNDER 0.00
## 19 Alzarri Joseph Retained BOWLER 0.00
## 20 Abhinav Sadarangani Retained BATSMAN 0.00
## 21 Darshan Nalkande Retained ALL-ROUNDER 0.00
## 22 David Miller Retained BATSMAN 0.00
## 23 Matthew Wade Retained WICKETKEEPER 0.00
## 24 Jayant Yadav Retained ALL-ROUNDER 0.00
## 25 Mohammad Shami Retained BOWLER 0.00
## 26 Ben Stokes 20000000 ALL-ROUNDER 16.25
## 27 Kyle Jamieson 10000000 BOWLER 1.00
## 28 Nishant Sindhu 2000000 ALL-ROUNDER 0.60
## 29 Ajinkya Rahane 5000000 BATSMAN 0.50
## 30 Bhagath Varma 2000000 ALL-ROUNDER 0.20
## 31 Ajay Mandal 2000000 ALL-ROUNDER 0.20
## 32 Shaik Rasheed 2000000 BATSMAN 0.20
## 33 Ravindra Jadeja Retained ALL-ROUNDER 0.00
## 34 Rajvardhan Hangargekar Retained ALL-ROUNDER 0.00
## 35 Prashant Solanki Retained BOWLER 0.00
## 36 Ruturaj Gaikwad Retained BATSMAN 0.00
## 37 Tushar Deshpande Retained BOWLER 0.00
## 38 Mukesh Choudhary Retained BOWLER 0.00
## 39 Subhranshu Senapati Retained BATSMAN 0.00
## 40 Simarjeet Singh Retained BOWLER 0.00
## 41 Shivam Dube Retained ALL-ROUNDER 0.00
## 42 Matheesha Pathirana Retained BOWLER 0.00
## 43 Devon Conway Retained BATSMAN 0.00
## 44 Deepak Chahar Retained BOWLER 0.00
## 45 Ambati Rayudu Retained BATSMAN 0.00
## 46 Dwaine Pretorius Retained ALL-ROUNDER 0.00
## 47 Maheesh Theekshana Retained BOWLER 0.00
## 48 Moeen Ali Retained ALL-ROUNDER 0.00
## 49 Mitchell Santner Retained ALL-ROUNDER 0.00
## 50 MS Dhoni Retained WICKETKEEPER 0.00
## 51 Mukesh Kumar 2000000 BOWLER 5.50
## 52 Rilee Rossouw 20000000 BATSMAN 4.60
## 53 Manish Pandey 10000000 BATSMAN 2.40
## 54 Phil Salt 20000000 WICKETKEEPER 2.00
## 55 Ishant Sharma 5000000 BOWLER 0.50
## 56 Ripal Patel Retained ALL-ROUNDER 0.00
## 57 Pravin Dubey Retained ALL-ROUNDER 0.00
## 58 Rishabh Pant Retained WICKETKEEPER 0.00
## 59 Prithvi Shaw Retained BATSMAN 0.00
## 60 Syed Khaleel Ahmed Retained BOWLER 0.00
## 61 Yash Dhull Retained ALL-ROUNDER 0.00
## 62 Vicky Ostwal Retained ALL-ROUNDER 0.00
## 63 Mustafizur Rahman Retained BOWLER 0.00
## 64 Sarfaraz Khan Retained ALL-ROUNDER 0.00
## 65 Rovman Powell Retained BATSMAN 0.00
## 66 Lalit Yadav Retained ALL-ROUNDER 0.00
## 67 Axar Patel Retained ALL-ROUNDER 0.00
## 68 Anrich Nortje Retained BOWLER 0.00
## 69 Aman Khan (T) Retained ALL-ROUNDER 0.00
## 70 Chetan Sakariya Retained BOWLER 0.00
## 71 David Warner Retained BATSMAN 0.00
## 72 Lungisani Ngidi Retained BOWLER 0.00
## 73 Kuldeep Yadav Retained BOWLER 0.00
## 74 Kamlesh Nagarkoti Retained ALL-ROUNDER 0.00
## 75 Mitchell Marsh Retained ALL-ROUNDER 0.00
## 76 Shakib Al Hasan 1500000 ALL-ROUNDER 1.50
## 77 David Wiese 10000000 ALL-ROUNDER 1.00
## 78 N. Jagadeesan 2000000 WICKETKEEPER 0.90
## 79 Vaibhav Arora 2000000 BOWLER 0.60
## 80 Litton Das 5000000 WICKETKEEPER 0.50
## 81 Mandeep Singh 5000000 BATSMAN 0.50
## 82 Kulwant Khejroliya 2000000 BOWLER 0.20
## 83 Suyash Sharma 2000000 BOWLER 0.20
## 84 Sunil Narine Retained BOWLER 0.00
## 85 Shreyas Iyer Retained BATSMAN 0.00
## 86 Tim Southee Retained BOWLER 0.00
## 87 Umesh Yadav Retained BOWLER 0.00
## 88 Varun Chakaravarthy Retained BOWLER 0.00
## 89 Shardul Thakur (T) Retained BOWLER 0.00
## 90 Venkatesh Iyer Retained ALL-ROUNDER 0.00
## 91 Harshit Rana Retained BOWLER 0.00
## 92 Anukul Roy Retained ALL-ROUNDER 0.00
## 93 Andre Russell Retained ALL-ROUNDER 0.00
## 94 Lockie Ferguson (T) Retained BOWLER 0.00
## 95 Nitish Rana Retained ALL-ROUNDER 0.00
## 96 Rahmanullah Gurbaz (T) Retained WICKETKEEPER 0.00
## 97 Rinku Singh Retained BATSMAN 0.00
## 98 Sam Curran 20000000 ALL-ROUNDER 18.50
## 99 Sikandar Raza 5000000 ALL-ROUNDER 0.50
## 100 Harpreet Bhatia 2000000 BATSMAN 0.40
## 101 Mohit Rathee 2000000 ALL-ROUNDER 0.20
## 102 Vidwath Kaverappa 2000000 BOWLER 0.20
## 103 Shivam Singh 5000000 WICKETKEEPER 0.20
## 104 Liam Livingstone Retained ALL-ROUNDER 0.00
## 105 Baltej Singh Dhanda Retained BOWLER 0.00
## 106 Atharva Taide Retained ALL-ROUNDER 0.00
## 107 Bhanuka Rajapakse Retained BATSMAN 0.00
## 108 Jitesh Sharma Retained WICKETKEEPER 0.00
## 109 Nathan Ellis Retained BOWLER 0.00
## 110 Jonny Bairstow Retained WICKETKEEPER 0.00
## 111 Kagiso Rabada Retained BOWLER 0.00
## 112 Harpreet Brar Retained ALL-ROUNDER 0.00
## 113 Shahrukh Khan Retained ALL-ROUNDER 0.00
## 114 Shikhar Dhawan Retained BATSMAN 0.00
## 115 Rahul Chahar Retained BOWLER 0.00
## 116 Arshdeep Singh Retained BOWLER 0.00
## 117 Prabhsimran Singh Retained WICKETKEEPER 0.00
## 118 Raj Angad Bawa Retained ALL-ROUNDER 0.00
## 119 Rishi Dhawan Retained ALL-ROUNDER 0.00
## 120 Nicholas Pooran 20000000 WICKETKEEPER 16.00
## 121 Daniel Sams 7500000 ALL-ROUNDER 0.75
## 122 Jaydev Unadkat 5000000 BOWLER 0.50
## 123 Naveen Ul Haq 5000000 BOWLER 0.50
## 124 Amit Mishra 5000000 BOWLER 0.50
## 125 Romario Shepherd 5000000 ALL-ROUNDER 0.50
## 126 Yash Thakur 2000000 BOWLER 0.45
## 127 Swapnil Singh 2000000 ALL-ROUNDER 0.20
## 128 Yudhvir Charak 2000000 ALL-ROUNDER 0.20
## 129 Prerak Mankad 2000000 ALL-ROUNDER 0.20
## 130 Mark Wood Retained BOWLER 0.00
## 131 Marcus Stoinis Retained ALL-ROUNDER 0.00
## 132 Mayank Yadav Retained BOWLER 0.00
## 133 Mohsin Khan Retained BOWLER 0.00
## 134 Quinton De Kock Retained WICKETKEEPER 0.00
## 135 Manan Vohra Retained BATSMAN 0.00
## 136 Ravi Bishnoi Retained BOWLER 0.00
## 137 Deepak Hooda Retained ALL-ROUNDER 0.00
## 138 Ayush Badoni Retained ALL-ROUNDER 0.00
## 139 Avesh Khan Retained BOWLER 0.00
## 140 K. Gowtham Retained ALL-ROUNDER 0.00
## 141 Karan Sharma Retained ALL-ROUNDER 0.00
## 142 Krunal Pandya Retained ALL-ROUNDER 0.00
## 143 KL Rahul Retained BATSMAN 0.00
## 144 Kyle Mayers Retained ALL-ROUNDER 0.00
## 145 Cameron Green 20000000 ALL-ROUNDER 17.50
## 146 Jhye Richardson 1500000 BOWLER 1.50
## 147 Piyush Chawla 5000000 BOWLER 0.50
## 148 Raghav Goyal 2000000 BOWLER 0.20
## 149 Shams Mulani 2000000 ALL-ROUNDER 0.20
## 150 Nehal Wadhera 2000000 ALL-ROUNDER 0.20
## 151 Vishnu Vinod 2000000 WICKETKEEPER 0.20
## 152 Duan Jansen 2000000 ALL-ROUNDER 0.20
## 153 Ramandeep Singh Retained ALL-ROUNDER 0.00
## 154 N. Tilak Varma Retained ALL-ROUNDER 0.00
## 155 Mohd. Arshad Khan Retained ALL-ROUNDER 0.00
## 156 Rohit Sharma Retained BATSMAN 0.00
## 157 Suryakumar Yadav Retained BATSMAN 0.00
## 158 Kumar Kartikeya Singh Retained ALL-ROUNDER 0.00
## 159 Tristan Stubbs* Retained WICKETKEEPER 0.00
## 160 Tim David Retained ALL-ROUNDER 0.00
## 161 Hrithik Shokeen Retained ALL-ROUNDER 0.00
## 162 Arjun Tendulkar Retained ALL-ROUNDER 0.00
## 163 Akash Madhwal Retained BOWLER 0.00
## 164 Dewald Brevis Retained BATSMAN 0.00
## 165 Ishan Kishan Retained WICKETKEEPER 0.00
## 166 Jasprit Bumrah Retained BOWLER 0.00
## 167 Jason Behrendorff (T) Retained BOWLER 0.00
## 168 Jofra Archer Retained ALL-ROUNDER 0.00
## 169 Will Jacks 1500000 BATSMAN 3.20
## 170 Reece Topley 7500000 BOWLER 1.90
## 171 Rajan Kumar 2000000 BOWLER 0.70
## 172 Avinash Singh 2000000 BOWLER 0.60
## 173 Manoj Bhandage 2000000 ALL-ROUNDER 0.20
## 174 Sonu Yadav 2000000 ALL-ROUNDER 0.20
## 175 Himanshu Sharma 2000000 BOWLER 0.20
## 176 Rajat Patidar Retained BATSMAN 0.00
## 177 Mahipal Lomror Retained BOWLER 0.00
## 178 Shahbaz Ahamad Retained ALL-ROUNDER 0.00
## 179 Mohammed Siraj Retained BOWLER 0.00
## 180 Wanindu Hasaranga Retained ALL-ROUNDER 0.00
## 181 Karn Sharma Retained BOWLER 0.00
## 182 Virat Kohli Retained BATSMAN 0.00
## 183 Suyash Prabhudessai Retained ALL-ROUNDER 0.00
## 184 Siddharth Kaul Retained BOWLER 0.00
## 185 Finn Allen Retained BATSMAN 0.00
## 186 David Willey Retained ALL-ROUNDER 0.00
## 187 Anuj Rawat Retained WICKETKEEPER 0.00
## 188 Akash Deep Retained BOWLER 0.00
## 189 Dinesh Karthik Retained WICKETKEEPER 0.00
## 190 Faf Du Plessis Retained BATSMAN 0.00
## 191 Harshal Patel Retained ALL-ROUNDER 0.00
## 192 Glenn Maxwell Retained ALL-ROUNDER 0.00
## 193 Josh Hazlewood Retained BOWLER 0.00
## 194 Jason Holder 20000000 ALL-ROUNDER 5.75
## 195 Adam Zampa 1500000 BOWLER 1.50
## 196 Joe Root 10000000 BATSMAN 1.00
## 197 Donovan Ferreira 2000000 WICKETKEEPER 0.50
## 198 K.M. Asif 3000000 BOWLER 0.30
## 199 Kunal Rathore 2000000 WICKETKEEPER 0.20
## 200 Abdul P A 2000000 ALL-ROUNDER 0.20
## 201 Akash Vashisht 2000000 ALL-ROUNDER 0.20
## 202 Murugan Ashwin 2000000 BOWLER 0.20
## 203 Sanju Samson Retained WICKETKEEPER 0.00
## 204 Riyan Parag Retained ALL-ROUNDER 0.00
## 205 R. Ashwin Retained ALL-ROUNDER 0.00
## 206 Shimron Hetmyer Retained BATSMAN 0.00
## 207 Trent Boult Retained BOWLER 0.00
## 208 Prasidh Krishna Retained BOWLER 0.00
## 209 Yuzvendra Chahal Retained BOWLER 0.00
## 210 Yashasvi Jaiswal Retained BATSMAN 0.00
## 211 K.C Cariappa Retained BOWLER 0.00
## 212 Dhruv Jurel Retained WICKETKEEPER 0.00
## 213 Devdutt Padikkal Retained BATSMAN 0.00
## 214 Jos Buttler Retained WICKETKEEPER 0.00
## 215 Kuldeep Sen Retained BOWLER 0.00
## 216 Navdeep Saini Retained BOWLER 0.00
## 217 Kuldip Yadav Retained BOWLER 0.00
## 218 Obed Mccoy Retained BOWLER 0.00
## 219 Harry Brook 15000000 BATSMAN 13.25
## 220 Mayank Agarwal 10000000 BATSMAN 8.25
## 221 Heinrich Klaasen 10000000 WICKETKEEPER 5.25
## 222 Vivrant Sharma 2000000 ALL-ROUNDER 2.60
## 223 Adil Rashid 20000000 BOWLER 2.00
## 224 Mayank Dagar 2000000 ALL-ROUNDER 1.80
## 225 Akeal Hosein 10000000 BOWLER 1.00
## 226 Mayank Markande 5000000 BOWLER 0.50
## 227 Upendra Singh Yadav 2000000 WICKETKEEPER 0.25
## 228 Nitish Kumar Reddy 2000000 WICKETKEEPER 0.20
## 229 Samarth Vyas 2000000 ALL-ROUNDER 0.20
## 230 Anmolpreet Singh 2000000 BATSMAN 0.20
## 231 Sanvir Singh 2000000 ALL-ROUNDER 0.20
## 232 Marco Jansen Retained ALL-ROUNDER 0.00
## 233 Rahul Tripathi Retained BATSMAN 0.00
## 234 Umran Malik Retained BOWLER 0.00
## 235 Washington Sundar Retained ALL-ROUNDER 0.00
## 236 Kartik Tyagi Retained BOWLER 0.00
## 237 T. Natarajan Retained BOWLER 0.00
## 238 Fazalhaq Farooqi Retained BOWLER 0.00
## 239 Abdul Samad Retained BATSMAN 0.00
## 240 Abhishek Sharma Retained ALL-ROUNDER 0.00
## 241 Aiden Markram Retained BATSMAN 0.00
## 242 Bhuvneshwar Kumar Retained BOWLER 0.00
## 243 Glenn Phillips Retained WICKETKEEPER 0.00
## 244 Tom Banton 20000000 WICKETKEEPER NA
## 245 Kusal Mendis 5000000 WICKETKEEPER NA
## 246 Chris Jordan 20000000 BOWLER NA
## 247 Adam Milne 20000000 BOWLER NA
## 248 Mujeeb Rahman 10000000 BOWLER NA
## 249 Tabraiz Shamsi 10000000 BOWLER NA
## 250 Shubham Khajuria 2000000 BATSMAN NA
## 251 Rohan Kunnummal 2000000 BATSMAN NA
## 252 Chethan L.R. 2000000 BATSMAN NA
## 253 Himmat Singh 2000000 BATSMAN NA
## 254 Corbin Bosch 2000000 ALL-ROUNDER NA
## 255 Priyam Garg 2000000 ALL-ROUNDER NA
## 256 Saurabh Kumar 2000000 ALL-ROUNDER NA
## 257 Shashank Singh 2000000 ALL-ROUNDER NA
## 258 Mohammed Azharuddeen 2000000 WICKETKEEPER NA
## 259 Dinesh Bana 2000000 WICKETKEEPER NA
## 260 Abhimanyu Easwaran 2000000 WICKETKEEPER NA
## 261 Sumit Kumar 2000000 WICKETKEEPER NA
## 262 Lance Morris 3000000 BOWLER NA
## 263 Mujtaba Yousuf 2000000 BOWLER NA
## 264 Chintal Gandhi 2000000 BOWLER NA
## 265 Shreyas Gopal 2000000 BOWLER NA
## 266 S Midhun 2000000 BOWLER NA
## 267 Izharulhuq Naveed 2000000 BOWLER NA
## 268 Travis Head 20000000 BATSMAN NA
## 269 Dawid Malan 1500000 BATSMAN NA
## 270 Sherfane Rutherford 1500000 BATSMAN NA
## 271 Paul Stirling 5000000 BATSMAN NA
## 272 Rassie Van Der Dussen 20000000 BATSMAN NA
## 273 Daryl Mitchell 10000000 ALL-ROUNDER NA
## 274 Mohammad Nabi 10000000 ALL-ROUNDER NA
## 275 Jimmy Neesham 20000000 ALL-ROUNDER NA
## 276 Wayne Parnell 7500000 ALL-ROUNDER NA
## 277 Dasun Shanaka 5000000 ALL-ROUNDER NA
## 278 Taskin Ahmed 5000000 BOWLER NA
## 279 Dushmanta Chameera 5000000 BOWLER NA
## 280 Riley Meredith 1500000 BOWLER NA
## 281 Blessing Muzarabani 5000000 BOWLER NA
## 282 Sandeep Sharma 5000000 BOWLER NA
## 283 Johnson Charles 5000000 WICKETKEEPER NA
## 284 Andre Fletcher 5000000 WICKETKEEPER NA
## 285 Shai Hope 10000000 WICKETKEEPER NA
## 286 Tom Latham 10000000 WICKETKEEPER NA
## 287 Joshua Philippe 7500000 WICKETKEEPER NA
## 288 Lorcan Tucker 5000000 WICKETKEEPER NA
## 289 Shahbaz Nadeem 5000000 BOWLER NA
## 290 Ish Sodhi 7500000 BOWLER NA
## 291 Sachin Baby 2000000 BATSMAN NA
## 292 Ashwin Hebbar 2000000 BATSMAN NA
## 293 Pukhraj Mann 2000000 BATSMAN NA
## 294 Akshat Raghuwanshi 2000000 BATSMAN NA
## 295 Himanshu Rana 2000000 BATSMAN NA
## 296 Shoun Roger 2000000 BATSMAN NA
## 297 Virat Singh 2000000 BATSMAN NA
## 298 Will Smeed 4000000 BATSMAN NA
## 299 Apoorv Wankhade 3000000 BATSMAN NA
## 300 Gerald Coetzee 2000000 ALL-ROUNDER NA
## 301 Evan Jones 2000000 ALL-ROUNDER NA
## 302 Abid Mushtaq 2000000 ALL-ROUNDER NA
## 303 Suryansh Shedge 2000000 ALL-ROUNDER NA
## 304 Jagadeesha Suchith 2000000 ALL-ROUNDER NA
## 305 Ricky Bhui 2000000 WICKETKEEPER NA
## 306 Baba Indrajith 2000000 WICKETKEEPER NA
## 307 Sheldon Jackson 2000000 WICKETKEEPER NA
## 308 Aryan Juyal 2000000 WICKETKEEPER NA
## 309 Kirant Shinde 2000000 WICKETKEEPER NA
## 310 Luvnith Sisodia 2000000 WICKETKEEPER NA
## 311 Vishnu Solanki 2000000 WICKETKEEPER NA
## 312 Aniket Choudhary 3000000 BOWLER NA
## 313 Ravi Kumar 2000000 BOWLER NA
## 314 Sushant Mishra 2000000 BOWLER NA
## 315 Arzan Nagwaswalla 2000000 BOWLER NA
## 316 Ishan Porel 2000000 BOWLER NA
## 317 Akash Singh 2000000 BOWLER NA
## 318 Basil Thampi 2000000 BOWLER NA
## 319 Paul Van Meekeren 2000000 BOWLER NA
## 320 Vyshak Vijay Kumar 2000000 BOWLER NA
## 321 S.Ajith Ram 2000000 BOWLER NA
## 322 Satyajeet Bachhav 2000000 BOWLER NA
## 323 Tejas Baroka 2000000 BOWLER NA
## 324 Yuvraj Chudasama 2000000 BOWLER NA
## 325 Peter Hatzoglou 2000000 BOWLER NA
## 326 Karthik Meiyappan 2000000 BOWLER NA
## 327 Shivam Sharma 2000000 BOWLER NA
## 328 Reeza Hendricks 5000000 BATSMAN NA
## 329 Christiaan Jonker 5000000 BATSMAN NA
## 330 Brandon King 5000000 BATSMAN NA
## 331 Chris Lynn 20000000 BATSMAN NA
## 332 Karun Nair 5000000 BATSMAN NA
## 333 Pathum Nissaanka 5000000 BATSMAN NA
## 334 Jason Roy 1500000 BATSMAN NA
## 335 Gurkeerat Singh 5000000 BATSMAN NA
## 336 Harry Tector 5000000 BATSMAN NA
## 337 Najibullah Zadran 5000000 BATSMAN NA
## 338 Sean Abbott 1500000 ALL-ROUNDER NA
## 339 Qais Ahmad 5000000 ALL-ROUNDER NA
## 340 Charith Asalanka 5000000 ALL-ROUNDER NA
## 341 Michael Bracewell 10000000 ALL-ROUNDER NA
## 342 Dominic Drakes 5000000 ALL-ROUNDER NA
## 343 George Garton 5000000 ALL-ROUNDER NA
## 344 Chamika Karunaratne 5000000 ALL-ROUNDER NA
## 345 Jamie Overton 20000000 ALL-ROUNDER NA
## 346 Sandeep Warrier 5000000 ALL-ROUNDER NA
## 347 Ben Dwarshuis 5000000 BOWLER NA
## 348 Richard Gleeson 5000000 BOWLER NA
## 349 Lahiru Kumara 5000000 BOWLER NA
## 350 Dilshan Madushanka 5000000 BOWLER NA
## 351 Billy Stanlake 5000000 BOWLER NA
## 352 Andrew Tye 10000000 BOWLER NA
## 353 Luke Wood 10000000 BOWLER NA
## 354 Priyansh Arya 2000000 BATSMAN NA
## 355 Matthew Breetzke 2000000 BATSMAN NA
## 356 Shivam Chauhan 2000000 BATSMAN NA
## 357 Rahul Gahlaut 2000000 BATSMAN NA
## 358 Sudip Gharami 2000000 BATSMAN NA
## 359 C. Hari Nishaanth 2000000 BATSMAN NA
## 360 Amandeep Khare 2000000 BATSMAN NA
## 361 Bhanu Pania 2000000 BATSMAN NA
## 362 Ekant Sen 2000000 BATSMAN NA
## 363 Akash Singh 2000000 BATSMAN NA
## 364 Himanshu Bisht 2000000 ALL-ROUNDER NA
## 365 Mickil Jaiswal 2000000 ALL-ROUNDER NA
## 366 G.Aniketh Reddy 2000000 ALL-ROUNDER NA
## 367 Atit Sheth 2000000 ALL-ROUNDER NA
## 368 M. Siddharth 2000000 ALL-ROUNDER NA
## 369 Tanay Thyagarajann 2000000 ALL-ROUNDER NA
## 370 Sumeet Verma 2000000 ALL-ROUNDER NA
## 371 Sanjay Yadav 2000000 ALL-ROUNDER NA
## 372 Ajitesh Guruswamy 2000000 WICKETKEEPER NA
## 373 Yash Kothari 2000000 WICKETKEEPER NA
## 374 Suresh Kumar 2000000 WICKETKEEPER NA
## 375 Kumar Kushagra 2000000 WICKETKEEPER NA
## 376 Anmol Malhotra 2000000 WICKETKEEPER NA
## 377 Robin Minz 2000000 WICKETKEEPER NA
## 378 Agniv Pan 2000000 WICKETKEEPER NA
## 379 Priyesh Patel 2000000 WICKETKEEPER NA
## 380 Mitesh Patel 2000000 WICKETKEEPER NA
## 381 Abishek Porel 2000000 WICKETKEEPER NA
## 382 Bharat Sharma 2000000 WICKETKEEPER NA
## 383 Vivek Singh 2000000 WICKETKEEPER NA
## 384 Abhijeet Tomar 2000000 WICKETKEEPER NA
## 385 Basit Bashir 2000000 BOWLER NA
## 386 Nandre Burger 2000000 BOWLER NA
## 387 Rasikh Dar 2000000 BOWLER NA
## 388 Sakib Hussain 2000000 BOWLER NA
## 389 Waseem Khanday 2000000 BOWLER NA
## 390 Ravi Kiran Majeti 2000000 BOWLER NA
## 391 Lukman Hussain Meriwala 2000000 BOWLER NA
## 392 Anuj Raj 2000000 BOWLER NA
## 393 Ankit Singh Rajpoot 2000000 BOWLER NA
## 394 Prince Yadav 2000000 BOWLER NA
## 395 Prithviraj Yarra 2000000 BOWLER NA
## 396 Mushtaq Beg 2000000 BOWLER NA
## 397 Rocky Bhasker 2000000 BOWLER NA
## 398 Sanjith Devaraj 2000000 BOWLER NA
## 399 Allah Mohammad 2000000 BOWLER NA
## 400 Lalit Mohan 2000000 BOWLER NA
## 401 Bhuwan Rohilla 2000000 BOWLER NA
## 402 Aman Sharma 2000000 BOWLER NA
## 403 Manav Suthar 2000000 BOWLER NA
## 404 Tom Curran 7500000 ALL-ROUNDER NA
## 405 Moises Henriques 10000000 ALL-ROUNDER NA
## 406 Afif Hossain 5000000 ALL-ROUNDER NA
## 407 Scott Kuggeleijn 5000000 ALL-ROUNDER NA
## 408 Sisanda Magala 5000000 ALL-ROUNDER NA
## 409 Craig Overton 20000000 ALL-ROUNDER NA
## 410 Darcy Short 7500000 ALL-ROUNDER NA
## 411 Dhananjaya Silva 5000000 ALL-ROUNDER NA
## 412 Dunith Wellalage 5000000 ALL-ROUNDER NA
## 413 Varun Aaron 5000000 BOWLER NA
## 414 Sheldon Cottrel 5000000 BOWLER NA
## 415 Nathan Coulter-Nile 1500000 BOWLER NA
## 416 Daryn Dupavillon 5000000 BOWLER NA
## 417 Matt Henry 10000000 BOWLER NA
## 418 Dhawal Kulkarni 5000000 BOWLER NA
## 419 Tymal Mills 20000000 BOWLER NA
## 420 David Payne 7500000 BOWLER NA
## 421 Barinder Sran 5000000 BOWLER NA
## 422 Glenton Stuurman 5000000 BOWLER NA
## 423 Anirudh Balachander 2000000 BATSMAN NA
## 424 Gourav Choudhary 2000000 BATSMAN NA
## 425 Saurav Chuahan 2000000 BATSMAN NA
## 426 Kumar Deobrat 2000000 BATSMAN NA
## 427 Chirag Gandhi 2000000 BATSMAN NA
## 428 Arman Jaffer 2000000 BATSMAN NA
## 429 Madhav Kaushik 2000000 BATSMAN NA
## 430 Priyank Panchal 2000000 BATSMAN NA
## 431 Ayush Pandey 2000000 BATSMAN NA
## 432 Rohan Patil 2000000 BATSMAN NA
## 433 Sanjay Ramaswamy 2000000 BATSMAN NA
## 434 Siddharth Yadav 2000000 BATSMAN NA
## 435 Rehan Ahmed 4000000 ALL-ROUNDER NA
## 436 Prayas Barman 2000000 ALL-ROUNDER NA
## 437 Rahul Buddhi 2000000 ALL-ROUNDER NA
## 438 Vaisakh Chandran 2000000 ALL-ROUNDER NA
## 439 Writtick Chatterjee 2000000 ALL-ROUNDER NA
## 440 Prashant Chopra 2000000 ALL-ROUNDER NA
## 441 Harsh Dubey 2000000 ALL-ROUNDER NA
## 442 Tanush Kotian 2000000 ALL-ROUNDER NA
## 443 Ninad Rathva 2000000 ALL-ROUNDER NA
## 444 B. Surya 2000000 ALL-ROUNDER NA
## 445 Jordan Thompson 4000000 ALL-ROUNDER NA
## 446 Shivank Vashisth 2000000 ALL-ROUNDER NA
## 447 Ankush Bains 2000000 WICKETKEEPER NA
## 448 Christopher Benjamin 2000000 WICKETKEEPER NA
## 449 Connor Esterhuizen 2000000 WICKETKEEPER NA
## 450 Mohd Arslan Khan 2000000 WICKETKEEPER NA
## 451 Mamidi Krishna 2000000 WICKETKEEPER NA
## 452 Fazil Makaya 2000000 WICKETKEEPER NA
## 453 Akshdeep Nath 2000000 WICKETKEEPER NA
## 454 Deepak Punia 2000000 WICKETKEEPER NA
## 455 Ateev Saini 2000000 WICKETKEEPER NA
## 456 Bipin Saurabh 2000000 WICKETKEEPER NA
## 457 B.R. Sharath 2000000 WICKETKEEPER NA
## 458 Yashovardhan Singh 2000000 WICKETKEEPER NA
## 459 Lakshay Thareja 2000000 WICKETKEEPER NA
## 460 Mohit Avasthi 2000000 BOWLER NA
## 461 Ottneil Baartman 2000000 BOWLER NA
## 462 Gurnoor Singh Brar 2000000 BOWLER NA
## 463 Shahrukh Dar 2000000 BOWLER NA
## 464 Thomas Helm 4000000 BOWLER NA
## 465 Pankaj Jaswal 2000000 BOWLER NA
## 466 Venkatesh Muralidhara 2000000 BOWLER NA
## 467 Geet Puri 2000000 BOWLER NA
## 468 E. Sanketh 2000000 BOWLER NA
## 469 Ajay Sarkar 2000000 BOWLER NA
## 470 Ashok Sharma 2000000 BOWLER NA
## 471 Kanwar Singh 2000000 BOWLER NA
## 472 Fabian Allen 5000000 ALL-ROUNDER NA
## 473 Carlos Brathwaite 7500000 ALL-ROUNDER NA
## 474 Roston Chase 10000000 ALL-ROUNDER NA
## 475 Rahkeem Cornwall 10000000 ALL-ROUNDER NA
## 476 Karim Janat 5000000 ALL-ROUNDER NA
## 477 Keshav Maharaj 5000000 ALL-ROUNDER NA
## 478 Pawan Negi 5000000 ALL-ROUNDER NA
## 479 Keemo Paul 5000000 ALL-ROUNDER NA
## 480 Shivam Chaudhary 2000000 ALL-ROUNDER NA
## 481 Ashwin Das 2000000 ALL-ROUNDER NA
## 482 James Fuller 4000000 ALL-ROUNDER NA
## 483 Chirag Jani 2000000 ALL-ROUNDER NA
## 484 Akshay Karnewar 2000000 ALL-ROUNDER NA
## 485 Bhagmender Lather 2000000 ALL-ROUNDER NA
## 486 Lone Muzaffar 2000000 ALL-ROUNDER NA
## 487 Pulkit Narang 2000000 ALL-ROUNDER NA
## 488 Rohit Rayudu 2000000 ALL-ROUNDER NA
## 489 Sameer Rizvi 2000000 ALL-ROUNDER NA
## 490 Tunish Sawkar 2000000 ALL-ROUNDER NA
## 491 Auqib Dar 2000000 BOWLER NA
## 492 Mukhtar Hussain 2000000 BOWLER NA
## 493 Ashwani Kumar 2000000 BOWLER NA
## 494 Hemant Kumar 2000000 BOWLER NA
## 495 Nathan McAndrew 2000000 BOWLER NA
## 496 Rajesh Mohanty 2000000 BOWLER NA
## 497 Ravi Sharma 2000000 BOWLER NA
## 498 Vikash Singh 2000000 BOWLER NA
## 499 Ruben Trumpelmann 2000000 BOWLER NA
## 500 Koushik Vasuki 2000000 BOWLER NA
## 501 Vasu Vats 2000000 BOWLER NA
## 502 Shubham Agrawal 2000000 ALL-ROUNDER NA
## 503 Baba Aparajith 2000000 ALL-ROUNDER NA
## 504 Anshul Kamboj 2000000 ALL-ROUNDER NA
## 505 Azim Kazi 2000000 ALL-ROUNDER NA
## 506 Dev Lakra 2000000 ALL-ROUNDER NA
## 507 Jitender Pal 2000000 ALL-ROUNDER NA
## 508 Ritwik Roy Chowdhury 2000000 ALL-ROUNDER NA
## 509 Utkarsh Singh 2000000 ALL-ROUNDER NA
## 510 Shubham Singh 2000000 ALL-ROUNDER NA
## 511 Avneesh Sudha 2000000 ALL-ROUNDER NA
## 512 Asad Jamil Ahmed 2000000 BOWLER NA
## 513 Bandaru Ayyappa 2000000 BOWLER NA
## 514 Aashish Bhatt 2000000 BOWLER NA
## 515 McKenny Clarke 2000000 BOWLER NA
## 516 Shubham Kapse 2000000 BOWLER NA
## 517 Gourav Koul 2000000 BOWLER NA
## 518 Raunak Kumar 2000000 BOWLER NA
## 519 Trilok Nag 2000000 BOWLER NA
## 520 Atal Bihari Rai 2000000 BOWLER NA
## 521 Ramon Simmonds 2000000 BOWLER NA
## 522 Rajeev Singh 2000000 BOWLER NA
## 523 Mohd. Wasim 2000000 BOWLER NA
## 524 Atharva Ankolekar 2000000 ALL-ROUNDER NA
## 525 Khizar Dafedar 2000000 ALL-ROUNDER NA
## 526 Naman Dhir 2000000 ALL-ROUNDER NA
## 527 Sahil Dhiwan 2000000 ALL-ROUNDER NA
## 528 Sampark Gupta 2000000 ALL-ROUNDER NA
## 529 Jordan Hermann 2000000 ALL-ROUNDER NA
## 530 Hayden Kerr 2000000 ALL-ROUNDER NA
## 531 Salman Khan 2000000 ALL-ROUNDER NA
## 532 Sairaj Patil 2000000 ALL-ROUNDER NA
## 533 Divyaansh Saxena 2000000 ALL-ROUNDER NA
## 534 Purnank Tyagi 2000000 ALL-ROUNDER NA
## 535 Prince Yadav 2000000 ALL-ROUNDER NA
## 536 Deepraj Gaonkar 2000000 ALL-ROUNDER NA
## 537 Shubham Garhwal 2000000 ALL-ROUNDER NA
## 538 Benny Howell 4000000 ALL-ROUNDER NA
## 539 Deepesh Nailwal 2000000 ALL-ROUNDER NA
## 540 Arjun Rapria 2000000 ALL-ROUNDER NA
## 541 Shashwat Rawat 2000000 ALL-ROUNDER NA
## 542 Sumit Ruikar 2000000 ALL-ROUNDER NA
## 543 Shivam Sharma 2000000 ALL-ROUNDER NA
## 544 Rajandeep Singh 2000000 ALL-ROUNDER NA
## 545 Anunay Singh 2000000 ALL-ROUNDER NA
## 546 Digvesh Singh 2000000 ALL-ROUNDER NA
## 547 Pranshu Vijayran 2000000 ALL-ROUNDER NA
## 548 Prerit Dutta 2000000 ALL-ROUNDER NA
## 549 Ramakrishna Ghosh 2000000 ALL-ROUNDER NA
## 550 Shubhang Hegde 2000000 ALL-ROUNDER NA
## 551 Shamshuzama Kazi 2000000 ALL-ROUNDER NA
## 552 Ayaz Khan 2000000 ALL-ROUNDER NA
## 553 Amit Pachhara 2000000 ALL-ROUNDER NA
## 554 Akul Pandove 2000000 ALL-ROUNDER NA
## 555 Garv Sangwan 2000000 ALL-ROUNDER NA
## 556 Shubham Sharma 2000000 ALL-ROUNDER NA
## 557 Amit Yadav 2000000 ALL-ROUNDER NA
## 558 Amit Ali 2000000 ALL-ROUNDER NA
## 559 Rishabh Chauhan 2000000 ALL-ROUNDER NA
## 560 Matthew Forde 2000000 ALL-ROUNDER NA
## 561 Sammar Gajjar 2000000 ALL-ROUNDER NA
## 562 Rajneesh Gurbani 2000000 ALL-ROUNDER NA
## 563 Divyansh Joshi 2000000 ALL-ROUNDER NA
## 564 Dhruv Patel 2000000 ALL-ROUNDER NA
## 565 Jack Prestwidge 2000000 ALL-ROUNDER NA
## 566 Aditya Sarvate 2000000 ALL-ROUNDER NA
## 567 Sagar Solanki 2000000 ALL-ROUNDER NA
## 568 Prenelan Subrayen 2000000 ALL-ROUNDER NA
## Cost.in....K. X2022.Squad X2023.Squad
## 1 720 KKR GT
## 2 528 GT
## 3 240 SRH GT
## 4 144 DC GT
## 5 60 GT
## 6 60 PBKS GT
## 7 24 GT
## 8 0 GT GT
## 9 0 GT GT
## 10 0 GT GT
## 11 0 GT GT
## 12 0 GT GT
## 13 0 GT GT
## 14 0 GT GT
## 15 0 GT GT
## 16 0 GT GT
## 17 0 GT GT
## 18 0 GT GT
## 19 0 GT GT
## 20 0 GT GT
## 21 0 GT GT
## 22 0 GT GT
## 23 0 GT GT
## 24 0 GT GT
## 25 0 GT GT
## 26 1950 CSK
## 27 120 CSK
## 28 72 CSK
## 29 60 KKR CSK
## 30 24 CSK CSK
## 31 24 CSK
## 32 24 CSK
## 33 0 CSK CSK
## 34 0 CSK CSK
## 35 0 CSK CSK
## 36 0 CSK CSK
## 37 0 CSK CSK
## 38 0 CSK CSK
## 39 0 CSK CSK
## 40 0 CSK CSK
## 41 0 CSK CSK
## 42 0 CSK CSK
## 43 0 CSK CSK
## 44 0 CSK CSK
## 45 0 CSK CSK
## 46 0 CSK CSK
## 47 0 CSK CSK
## 48 0 CSK CSK
## 49 0 CSK CSK
## 50 0 CSK CSK
## 51 660 DC
## 52 552 DC
## 53 288 LSG DC
## 54 240 DC
## 55 60 DC
## 56 0 DC DC
## 57 0 DC DC
## 58 0 DC DC
## 59 0 DC DC
## 60 0 DC DC
## 61 0 DC DC
## 62 0 DC DC
## 63 0 DC DC
## 64 0 DC DC
## 65 0 DC DC
## 66 0 DC DC
## 67 0 DC DC
## 68 0 DC DC
## 69 0 DC DC
## 70 0 DC DC
## 71 0 DC DC
## 72 0 DC DC
## 73 0 DC DC
## 74 0 DC DC
## 75 0 DC DC
## 76 180 KKR
## 77 120 KKR
## 78 108 CSK KKR
## 79 72 PBKS KKR
## 80 60 KKR
## 81 60 DC KKR
## 82 24 KKR
## 83 24 KKR
## 84 0 KKR KKR
## 85 0 KKR KKR
## 86 0 KKR KKR
## 87 0 KKR KKR
## 88 0 KKR KKR
## 89 0 KKR KKR
## 90 0 KKR KKR
## 91 0 KKR KKR
## 92 0 KKR KKR
## 93 0 KKR KKR
## 94 0 KKR KKR
## 95 0 KKR KKR
## 96 0 KKR KKR
## 97 0 KKR KKR
## 98 2220 PBKS
## 99 60 PBKS
## 100 48 PBKS
## 101 24 PBKS
## 102 24 PBKS
## 103 24 PBKS
## 104 0 PBKS PBKS
## 105 0 PBKS PBKS
## 106 0 PBKS PBKS
## 107 0 PBKS PBKS
## 108 0 PBKS PBKS
## 109 0 PBKS PBKS
## 110 0 PBKS PBKS
## 111 0 PBKS PBKS
## 112 0 PBKS PBKS
## 113 0 PBKS PBKS
## 114 0 PBKS PBKS
## 115 0 PBKS PBKS
## 116 0 PBKS PBKS
## 117 0 PBKS PBKS
## 118 0 PBKS PBKS
## 119 0 PBKS PBKS
## 120 1920 SRH LSG
## 121 90 MI LSG
## 122 60 MI LSG
## 123 60 LSG
## 124 60 LSG
## 125 60 SRH LSG
## 126 54 LSG
## 127 24 LSG
## 128 24 LSG
## 129 24 PBKS LSG
## 130 0 LSG LSG
## 131 0 LSG LSG
## 132 0 LSG LSG
## 133 0 LSG LSG
## 134 0 LSG LSG
## 135 0 LSG LSG
## 136 0 LSG LSG
## 137 0 LSG LSG
## 138 0 LSG LSG
## 139 0 LSG LSG
## 140 0 LSG LSG
## 141 0 LSG LSG
## 142 0 LSG LSG
## 143 0 LSG LSG
## 144 0 LSG LSG
## 145 2100 MI
## 146 180 MI
## 147 60 MI
## 148 24 MI
## 149 24 MI
## 150 24 MI
## 151 24 SRH MI
## 152 24 MI
## 153 0 MI MI
## 154 0 MI MI
## 155 0 MI MI
## 156 0 MI MI
## 157 0 MI MI
## 158 0 MI MI
## 159 0 MI MI
## 160 0 MI MI
## 161 0 MI MI
## 162 0 MI MI
## 163 0 MI MI
## 164 0 MI MI
## 165 0 MI MI
## 166 0 MI MI
## 167 0 MI MI
## 168 0 MI MI
## 169 384 RCB
## 170 228 RCB
## 171 84 RCB
## 172 72 RCB
## 173 24 RCB
## 174 24 RCB
## 175 24 RCB
## 176 0 RCB RCB
## 177 0 RCB RCB
## 178 0 RCB RCB
## 179 0 RCB RCB
## 180 0 RCB RCB
## 181 0 RCB RCB
## 182 0 RCB RCB
## 183 0 RCB RCB
## 184 0 RCB RCB
## 185 0 RCB RCB
## 186 0 RCB RCB
## 187 0 RCB RCB
## 188 0 RCB RCB
## 189 0 RCB RCB
## 190 0 RCB RCB
## 191 0 RCB RCB
## 192 0 RCB RCB
## 193 0 RCB RCB
## 194 690 LSG RR
## 195 180 RR
## 196 120 RR
## 197 60 RR
## 198 36 CSK RR
## 199 24 RR
## 200 24 RR
## 201 24 RR
## 202 24 MI RR
## 203 0 RR RR
## 204 0 RR RR
## 205 0 RR RR
## 206 0 RR RR
## 207 0 RR RR
## 208 0 RR RR
## 209 0 RR RR
## 210 0 RR RR
## 211 0 RR RR
## 212 0 RR RR
## 213 0 RR RR
## 214 0 RR RR
## 215 0 RR RR
## 216 0 RR RR
## 217 0 RR RR
## 218 0 RR RR
## 219 1590 SRH
## 220 990 PBKS SRH
## 221 630 SRH
## 222 312 SRH
## 223 240 SRH
## 224 216 SRH
## 225 120 SRH
## 226 60 MI SRH
## 227 30 SRH
## 228 24 SRH
## 229 24 SRH
## 230 24 MI SRH
## 231 24 SRH
## 232 0 SRH SRH
## 233 0 SRH SRH
## 234 0 SRH SRH
## 235 0 SRH SRH
## 236 0 SRH SRH
## 237 0 SRH SRH
## 238 0 SRH SRH
## 239 0 SRH SRH
## 240 0 SRH SRH
## 241 0 SRH SRH
## 242 0 SRH SRH
## 243 0 SRH SRH
## 244 NA Unsold
## 245 NA Unsold
## 246 NA CSK Unsold
## 247 NA CSK Unsold
## 248 NA Unsold
## 249 NA Unsold
## 250 NA Unsold
## 251 NA Unsold
## 252 NA Unsold
## 253 NA Unsold
## 254 NA RR Unsold
## 255 NA SRH Unsold
## 256 NA Unsold
## 257 NA SRH Unsold
## 258 NA Unsold
## 259 NA Unsold
## 260 NA Unsold
## 261 NA Unsold
## 262 NA Unsold
## 263 NA Unsold
## 264 NA Unsold
## 265 NA SRH Unsold
## 266 NA Unsold
## 267 NA Unsold
## 268 NA Unsold
## 269 NA Unsold
## 270 NA RCB Unsold
## 271 NA Unsold
## 272 NA RR Unsold
## 273 NA RR Unsold
## 274 NA KKR Unsold
## 275 NA RR Unsold
## 276 NA Unsold
## 277 NA Unsold
## 278 NA Unsold
## 279 NA LSG Unsold
## 280 NA MI Unsold
## 281 NA Unsold
## 282 NA PBKS Unsold
## 283 NA Unsold
## 284 NA Unsold
## 285 NA Unsold
## 286 NA Unsold
## 287 NA Unsold
## 288 NA Unsold
## 289 NA LSG Unsold
## 290 NA Unsold
## 291 NA Unsold
## 292 NA DC Unsold
## 293 NA Unsold
## 294 NA Unsold
## 295 NA Unsold
## 296 NA Unsold
## 297 NA Unsold
## 298 NA Unsold
## 299 NA Unsold
## 300 NA Unsold
## 301 NA Unsold
## 302 NA Unsold
## 303 NA Unsold
## 304 NA SRH Unsold
## 305 NA Unsold
## 306 NA KKR Unsold
## 307 NA KKR Unsold
## 308 NA MI Unsold
## 309 NA Unsold
## 310 NA RCB Unsold
## 311 NA Unsold
## 312 NA Unsold
## 313 NA Unsold
## 314 NA SRH Unsold
## 315 NA Unsold
## 316 NA PBKS Unsold
## 317 NA Unsold
## 318 NA MI Unsold
## 319 NA Unsold
## 320 NA Unsold
## 321 NA Unsold
## 322 NA Unsold
## 323 NA RR Unsold
## 324 NA Unsold
## 325 NA Unsold
## 326 NA Unsold
## 327 NA Unsold
## 328 NA Unsold
## 329 NA Unsold
## 330 NA Unsold
## 331 NA Unsold
## 332 NA RR Unsold
## 333 NA Unsold
## 334 NA GT Unsold
## 335 NA GT Unsold
## 336 NA Unsold
## 337 NA Unsold
## 338 NA SRH Unsold
## 339 NA Unsold
## 340 NA Unsold
## 341 NA Unsold
## 342 NA GT Unsold
## 343 NA Unsold
## 344 NA KKR Unsold
## 345 NA Unsold
## 346 NA Unsold
## 347 NA Unsold
## 348 NA Unsold
## 349 NA Unsold
## 350 NA Unsold
## 351 NA Unsold
## 352 NA LSG Unsold
## 353 NA Unsold
## 354 NA Unsold
## 355 NA Unsold
## 356 NA Unsold
## 357 NA Unsold
## 358 NA Unsold
## 359 NA CSK Unsold
## 360 NA Unsold
## 361 NA Unsold
## 362 NA Unsold
## 363 NA Unsold
## 364 NA Unsold
## 365 NA Unsold
## 366 NA Unsold
## 367 NA Unsold
## 368 NA Unsold
## 369 NA Unsold
## 370 NA Unsold
## 371 NA MI Unsold
## 372 NA Unsold
## 373 NA Unsold
## 374 NA Unsold
## 375 NA Unsold
## 376 NA Unsold
## 377 NA Unsold
## 378 NA Unsold
## 379 NA Unsold
## 380 NA Unsold
## 381 NA Unsold
## 382 NA Unsold
## 383 NA Unsold
## 384 NA KKR Unsold
## 385 NA Unsold
## 386 NA Unsold
## 387 NA KKR Unsold
## 388 NA Unsold
## 389 NA Unsold
## 390 NA Unsold
## 391 NA Unsold
## 392 NA Unsold
## 393 NA LSG Unsold
## 394 NA Unsold
## 395 NA Unsold
## 396 NA Unsold
## 397 NA Unsold
## 398 NA Unsold
## 399 NA Unsold
## 400 NA Unsold
## 401 NA Unsold
## 402 NA Unsold
## 403 NA Unsold
## 404 NA Unsold
## 405 NA Unsold
## 406 NA Unsold
## 407 NA Unsold
## 408 NA Unsold
## 409 NA Unsold
## 410 NA Unsold
## 411 NA Unsold
## 412 NA Unsold
## 413 NA GT Unsold
## 414 NA Unsold
## 415 NA RR Unsold
## 416 NA Unsold
## 417 NA Unsold
## 418 NA Unsold
## 419 NA MI Unsold
## 420 NA Unsold
## 421 NA Unsold
## 422 NA Unsold
## 423 NA Unsold
## 424 NA Unsold
## 425 NA Unsold
## 426 NA Unsold
## 427 NA Unsold
## 428 NA Unsold
## 429 NA Unsold
## 430 NA Unsold
## 431 NA Unsold
## 432 NA Unsold
## 433 NA Unsold
## 434 NA Unsold
## 435 NA Unsold
## 436 NA Unsold
## 437 NA MI Unsold
## 438 NA Unsold
## 439 NA PBKS Unsold
## 440 NA Unsold
## 441 NA Unsold
## 442 NA Unsold
## 443 NA Unsold
## 444 NA Unsold
## 445 NA Unsold
## 446 NA Unsold
## 447 NA Unsold
## 448 NA Unsold
## 449 NA Unsold
## 450 NA Unsold
## 451 NA Unsold
## 452 NA Unsold
## 453 NA Unsold
## 454 NA Unsold
## 455 NA Unsold
## 456 NA Unsold
## 457 NA Unsold
## 458 NA Unsold
## 459 NA Unsold
## 460 NA Unsold
## 461 NA Unsold
## 462 NA Unsold
## 463 NA Unsold
## 464 NA Unsold
## 465 NA Unsold
## 466 NA Unsold
## 467 NA Unsold
## 468 NA Unsold
## 469 NA Unsold
## 470 NA Unsold
## 471 NA Unsold
## 472 NA MI Unsold
## 473 NA Unsold
## 474 NA Unsold
## 475 NA Unsold
## 476 NA Unsold
## 477 NA Unsold
## 478 NA Unsold
## 479 NA Unsold
## 480 NA Unsold
## 481 NA Unsold
## 482 NA Unsold
## 483 NA Unsold
## 484 NA Unsold
## 485 NA Unsold
## 486 NA Unsold
## 487 NA Unsold
## 488 NA Unsold
## 489 NA Unsold
## 490 NA Unsold
## 491 NA Unsold
## 492 NA Unsold
## 493 NA Unsold
## 494 NA Unsold
## 495 NA Unsold
## 496 NA Unsold
## 497 NA Unsold
## 498 NA Unsold
## 499 NA Unsold
## 500 NA Unsold
## 501 NA Unsold
## 502 NA Unsold
## 503 NA Unsold
## 504 NA Unsold
## 505 NA Unsold
## 506 NA Unsold
## 507 NA Unsold
## 508 NA Unsold
## 509 NA Unsold
## 510 NA Unsold
## 511 NA Unsold
## 512 NA Unsold
## 513 NA Unsold
## 514 NA Unsold
## 515 NA Unsold
## 516 NA Unsold
## 517 NA Unsold
## 518 NA Unsold
## 519 NA Unsold
## 520 NA Unsold
## 521 NA Unsold
## 522 NA Unsold
## 523 NA Unsold
## 524 NA Unsold
## 525 NA Unsold
## 526 NA Unsold
## 527 NA Unsold
## 528 NA Unsold
## 529 NA Unsold
## 530 NA Unsold
## 531 NA Unsold
## 532 NA Unsold
## 533 NA Unsold
## 534 NA Unsold
## 535 NA Unsold
## 536 NA Unsold
## 537 NA RR Unsold
## 538 NA PBKS Unsold
## 539 NA Unsold
## 540 NA Unsold
## 541 NA Unsold
## 542 NA Unsold
## 543 NA Unsold
## 544 NA Unsold
## 545 NA Unsold
## 546 NA Unsold
## 547 NA Unsold
## 548 NA Unsold
## 549 NA Unsold
## 550 NA Unsold
## 551 NA Unsold
## 552 NA Unsold
## 553 NA Unsold
## 554 NA Unsold
## 555 NA Unsold
## 556 NA Unsold
## 557 NA Unsold
## 558 NA Unsold
## 559 NA Unsold
## 560 NA Unsold
## 561 NA Unsold
## 562 NA Unsold
## 563 NA Unsold
## 564 NA Unsold
## 565 NA Unsold
## 566 NA Unsold
## 567 NA Unsold
## 568 NA Unsold#top few players
head(data)## Player.Name Base.Price Type Cost.in.Rs...CR. Cost.in....K.
## 1 Shivam Mavi 4000000 BOWLER 6.0 720
## 2 Joshua Little 5000000 BOWLER 4.4 528
## 3 Kane Williamson 20000000 BATSMAN 2.0 240
## 4 K.S. Bharat 2000000 WICKETKEEPER 1.2 144
## 5 Mohit Sharma 5000000 BOWLER 0.5 60
## 6 Odean Smith 5000000 ALL-ROUNDER 0.5 60
## X2022.Squad X2023.Squad
## 1 KKR GT
## 2 GT
## 3 SRH GT
## 4 DC GT
## 5 GT
## 6 PBKS GT#few players from down
tail(data)## Player.Name Base.Price Type Cost.in.Rs...CR. Cost.in....K.
## 563 Divyansh Joshi 2000000 ALL-ROUNDER NA NA
## 564 Dhruv Patel 2000000 ALL-ROUNDER NA NA
## 565 Jack Prestwidge 2000000 ALL-ROUNDER NA NA
## 566 Aditya Sarvate 2000000 ALL-ROUNDER NA NA
## 567 Sagar Solanki 2000000 ALL-ROUNDER NA NA
## 568 Prenelan Subrayen 2000000 ALL-ROUNDER NA NA
## X2022.Squad X2023.Squad
## 563 Unsold
## 564 Unsold
## 565 Unsold
## 566 Unsold
## 567 Unsold
## 568 Unsoldfor the plots,we are using ggplot2 library.ggplot2 is a popular R data visualization package that provides an intuitive and flexible framework for creating a wide range of high-quality, customized graphs and plots for data analysis and presentation.
library(ggplot2)## Warning: package 'ggplot2' was built under R version 4.2.1#barplot
ggplot(data, aes(x = Player.Name, y = Base.Price)) +
geom_bar(stat = "identity", fill = "blue") +
labs(title = "player vs base price", x = "players", y = "base price")
from
this plot, we observed that most of the players were either retained by
their respective teams or have a base price of 20 lakh rupees.
#histogram
ggplot(data, aes(x = Cost.in.Rs...CR.)) +
geom_histogram(binwidth = 5, fill = "green", color = "red") +
labs(title = "players", x = "price", y = "Frequency")## Warning: Removed 325 rows containing non-finite values (stat_bin).
we can conclude the same over here also
#scatter plot
ggplot(data, aes(x = Cost.in.Rs...CR., y = Base.Price)) +
geom_point(color = "red") +
labs(title = "Scatter Plot Example", x = "X Variable", y = "Y Variable")## Warning: Removed 325 rows containing missing values (geom_point).
this plot didn’t include unsold players.
a=table(data$X2023.Squad)
b=names(a)
a#displaying no of players in each squad##
## CSK DC GT KKR LSG MI PBKS RCB RR SRH Unsold
## 25 25 25 22 25 24 22 25 25 25 325share = round(a/sum(a)*100)
a = paste(share,"%",sep="")the table created above shows no. of players in each squad.
# Create a data frame with the data to be plotted
c <- data.frame(category = b, value = a)
# Create the pie chart using ggplot2
library(ggplot2)
ggplot(c, aes(x = "", y = value, fill = category)) +
geom_bar(stat = "identity", width = 1) +
coord_polar(theta = "y") +
geom_text(aes(label = value), position = position_stack(vjust = 0.5)) +
scale_fill_manual(values = rainbow(length(b))) +
labs(title = "Pie Chart Example")
shows the above analysis in the form of share of pie.
#boxplot
ggplot(data, aes(x = Type, y =Base.Price)) +
geom_boxplot(fill = "orange", color = "black") +
labs(title = "Box Plot Example", x = "Category", y = "Value")
no outliers found.