Case study analysis presented at the final round of Vishleshan. The objective was to form a proper cricket team consisting of the batsman, bowlers from the batting dataset provided. The case study was sponsored by AnalytixLabs.
5. Keep 1 and 2 for openers. 9/10/11 For Bowler. 3 to 8 Flexible
Normalise data for each of the field In each of the 4 sub - dataset.
Multiple the normalised fields (Average, Strike Rate, Matched Played, Over
per innings) with weightage.
Add the score of all these 4 fields to obtain a final score.
Select players with top final scores in each dataset.
Distribute them in a manner that equalises their cumulative score
6. POSITION TOTAL NUMBER OF
MATCHES PLAYED
MATCH PERFORMANCE
( AVERAGE)
STRIKE RATE CONSISTENCY
( NUMBER OF OVERS
PLAYED PER INNINGS)
OPENER 0.25 0.25 0.25 0.25
OPENER 0.25 0.25 0.25 0.25
3 0.25 0.30 0.15 0.30
4 0.25 0.30 0.15 0.30
5 0.25 0.25 0.20 0.30
6 0.25 0.25 0.22 0.28
7 0.25 0.23 0.26 0.26
8 0.25 0.21 0.30 0.24
9 0.25 0.20 0.40 0.15
10 0.25 0.20 0.40 0.15
11 0.25 0.20 0.40 0.15
7. POSITION PLAYER NAME CUMULATIVE PLAYER NAME CUMULATIVE PLAYER NAME CUMULATIVE PLAYER NAME CUMULATIVE PLAYER NAME CUMULATIVE
1 DL Hemp (Ber) 3.34 V Sehwag (India) 2.26 MJ Clarke (Aus) 2.23
RN ten
Doeschate
(Neth)
2.22 SR Watson (Aus) 2.16
2 JH Kallis (SA) 5.40
Tamim Iqbal
(Bang)
4.34 BRM Taylor (Zim) 4.31 RT Ponting (Aus) 4.33
H Masakadza
(Zim)
4.29
3
Yuvraj Singh
(India)
6.16 KC Sangakkara (SL) 5.10
S Chanderpaul
(WI)
5.16
G Gambhir
(India)
5.12 MEK Hussey (Aus) 5.14
4
KD Karthik
(India)
6.68 MS Dhoni (India) 5.79 TT Bresnan (Eng) 5.72 AC Voges (Aus) 5.75 R Dravid (India) 5.73
5 JR Hopes (Aus) 7.22
Mahmudullah
(Bang)
6.34 KJ O'Brien (Ire) 6.35 JEC Franklin (NZ) 6.31 Khalid Latif (Pak) 6.35
6 A Flintoff (Eng) 7.70 JDP Oram (NZ) 6.85
MG Johnson
(Aus)
6.85 GD Elliott (NZ) 6.89 JA Morkel (SA) 6.84
7 SM Pollock (SA) 8.30
Khurram Chohan
(Can)
7.43 KD Mills (NZ) 7.48
M Muralitharan
(SL)
7.47 DL Vettori (NZ) 7.57
8
NM Hauritz
(Aus)
8.76
PD McGlashan
(NZ)
7.98
Harbhajan Singh
(India)
7.97 L Ronchi (Aus) 8.02 AN Petersen (SA) 8.04
9 I Sharma (India) 9.11 JM Anderson (Eng) 8.30
NW Bracken
(Aus)
8.35 RM West (Ire) 8.51 PP Ojha (India) 8.45
10
Mahbubul Alam
(Bang)
9.42 J Louw (SA) 8.78 GE Kidd (Ire) 9.00 SR Patel (Eng) 8.97 TG Southee (NZ) 8.81
11 J Smits (Neth) 9.79 JS Patel (NZ) 9.24 P Connell (Ire) 9.57 DW Steyn (SA) 9.30 RP Singh (India) 9.13