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Yet another random statistical measure of batsmen

Spark

Global Moderator
I've long been interested in "measuring" a batsman's ability to convert (or at least weight) for a while. Decided to try something out this afternoon. It's simple, but I like simple when it comes to statistical measures.



(Ignore the lines with the plot commands)

Basically this is just a weighted average of a batsman's innings with this weight function:



You can see that hundreds - and especially big hundreds - are given a massive weight according to this

This is extremely crude (with obvious shortcomings, i.e. no context, no consideration for not outs) and since I've entered the data manually, I've only done five batsmen. E: more as I add them

Michael Clarke: 0.3581
Shane Watson: 0.1868
Ian Bell: 0.2687
Hashim Amla 0.3451
Don Bradman: 0.7897
Sachin Tendulkar: 0.3698
Kumar Sangakkara: 0.4242

Have at it. (note: typos and mistakes in my data entry probably mean these are wrong)

For some context: a batsman who makes only 100s would get 0.7854. A batsman who scores nothing but 50s would get 0.1974. A batsman who scores nothing but 0s and 100s in equal measure would score 0.3927.

EDIT: Scroll down for a complete list.
 
Last edited:

sledger

Spanish_Vicente
you read the bit about me entering the data manually right

ugh fine

edit: 329 innings, ****'s sake
Ah, went over my head, apologies. Do not do enter all of Tendulkar's stats on my behalf. I was just angling for a Tendulkar <<< Bradman stat.
 

Prince EWS

Global Moderator
IIRC PEWS has something that can mine scorecards for data.
Yeah pretty much. What it actually does is mine really, really general StatsGuru queries with thousands of results like this one, but the result is largely the same as mining scorecards as you could imagine.

So there are two ways we can go about this. I could
a) Put Spark's formula into my code and get it to apply it to all the batsmen, or
b) Just give Spark every batsman's data in a way he can shove into Mathematica and then play around with himself
 
Last edited:

Spark

Global Moderator
Probably (a) will be better tbh, I don't have much experience with using Mathematica to handle large amounts of data.
 

Spark

Global Moderator
It's possible to produce an "effective average" with this btw, i.e. what the batsman would have to "score" in every single one of their innings to reproduce their figure:

Michael Clarke: 70.52
Shane Watson: 48.25
Ian Bell: 60.32
Hashim Amla: 69.18
Sachin Tendulkar: 71.69
Kumar Sangakkara: 76.71
Don Bradman: 100.22

From this, I'd say that 65+ is pretty good. 70+ is superb. Sub-60 is iffy, and sub-50 is downright mediocre.

(note: these numbers are likely wrong)
 
Last edited:

Prince EWS

Global Moderator
Qualification:
30 innings
1000 runs
25 average
ICC World XI Test does not count

All time list

Code:
			Eff Avg	Weight

DG Bradman (Aus)	100.66	0.79868
GA Headley (WI)		78.62	0.44667
ED Weekes (WI)		78.38	0.44378
RG Pollock (SA)		76.57	0.42258
KC Sangakkara (SL)	76.48	0.42152
CL Walcott (WI)		74.58	0.40033
H Sutcliffe (Eng)	74.44	0.39878
BC Lara (WI)		73.92	0.39311
KF Barrington (Eng)	73.07	0.38413
WR Hammond (Eng)	73.06	0.38400
JB Hobbs (Eng)		73.04	0.38379
GS Sobers (WI)		72.61	0.37931
Younis Khan (Pak)	72.15	0.37450
SR Tendulkar (Ind)	71.61	0.36900
JF Reid (NZ)		71.35	0.36640
JE Root (Eng)		70.78	0.36065
Mohammad Yousuf (Pak)	70.66	0.35951
L Hutton (Eng)		70.61	0.35900
JH Kallis (SA)		70.51	0.35797
SM Gavaskar (Ind)	70.30	0.35592
E Paynter (Eng)		70.16	0.35451
MJ Clarke (Aus)		69.65	0.34961
V Sehwag (Ind)		69.64	0.34952
GS Chappell (Aus)	69.49	0.34809
RT Ponting (Aus)	69.28	0.34604
HM Amla (SA)		69.25	0.34571
SPD Smith (Aus)		69.13	0.34455
RN Harvey (Aus)		68.89	0.34231
SM Nurse (WI)		68.85	0.34196
DPMD Jayawardene (SL)	68.82	0.34164
DA Warner (Aus)		68.49	0.33853
AR Morris (Aus)		68.45	0.33813
WH Ponsford (Aus)	68.04	0.33435
ML Hayden (Aus)		67.99	0.33385
AB de Villiers (SA)	67.99	0.33382
AD Nourse (SA)		67.95	0.33348
IVA Richards (WI)	67.88	0.33280
DL Amiss (Eng)		67.79	0.33204
R Dravid (Ind)		67.77	0.33186
KP Pietersen (Eng)	67.39	0.32830
MEK Hussey (Aus)	67.36	0.32806
CA Pujara (Ind)		67.25	0.32701
DS Lehmann (Aus)	66.83	0.32320
Javed Miandad (Pak)	66.78	0.32276
GC Smith (SA)		66.77	0.32268
Saeed Anwar (Pak)	66.56	0.32082
VS Hazare (Ind)		66.50	0.32025
AL Hassett (Aus)	66.26	0.31807
SJ McCabe (Aus)		65.77	0.31380
FMM Worrell (WI)	65.64	0.31261
J Hardstaff jnr (Eng)	65.54	0.31175
AN Cook (Eng)		65.43	0.31082
DCS Compton (Eng)	65.37	0.31028
RB Kanhai (WI)		65.35	0.31006
WA Brown (Aus)		65.21	0.30888
V Kohli (Ind)		65.01	0.30716
Inzamam-ul-Haq (Pak)	64.98	0.30689
KS Williamson (NZ)	64.69	0.30434
M Azharuddin (Ind)	64.52	0.30295
Hon.FS Jackson (Eng)	64.52	0.30291
M Leyland (Eng)		64.46	0.30237
HL Collins (Aus)	64.43	0.30215
RM Cowper (Aus)		64.33	0.30131
SR Waugh (Aus)		64.25	0.30064
ER Dexter (Eng)		64.11	0.29944
JL Langer (Aus)		64.10	0.29931
Zaheer Abbas (Pak)	63.81	0.29688
F du Plessis (SA)	63.79	0.29669
J Ryder (Aus)		63.69	0.29589
DM Jones (Aus)		63.48	0.29410
MD Crowe (NZ)		63.34	0.29295
G Kirsten (SA)		63.24	0.29216
WM Woodfull (Aus)	63.18	0.29160
M Vijay (Ind)		63.15	0.29139
B Mitchell (SA)		62.76	0.28818
AC Gilchrist (Aus)	62.72	0.28784
PA de Silva (SL)	62.64	0.28718
WM Lawry (Aus)		62.52	0.28622
RB Simpson (Aus)	62.46	0.28576
EJ Barlow (SA)		62.15	0.28318
A Flower (Zim)		62.15	0.28317
EH Hendren (Eng)	62.10	0.28284
LG Rowe (WI)		61.96	0.28170
MJ Slater (Aus)		61.89	0.28109
TT Samaraweera (SL)	61.83	0.28063
HH Gibbs (SA)		61.78	0.28022
IJL Trott (Eng)		61.73	0.27986
CG Macartney (Aus)	61.72	0.27972
GN Yallop (Aus)		61.60	0.27877
CH Lloyd (WI)		61.39	0.27709
G Gambhir (Ind)		61.24	0.27591
Shoaib Mohammad (Pak)	61.24	0.27589
G Boycott (Eng)		61.20	0.27557
PBH May (Eng)		61.17	0.27537
CG Greenidge (WI)	61.15	0.27525
S Chanderpaul (WI)	61.14	0.27516
GA Gooch (Eng)		61.10	0.27480
RB Richardson (WI)	61.07	0.27462
AJ Strauss (Eng)	60.90	0.27325
NS Sidhu (Ind)		60.81	0.27254
KD Walters (Aus)	60.79	0.27239
ME Trescothick (Eng)	60.79	0.27237
MC Cowdrey (Eng)	60.76	0.27217
AR Border (Aus)		60.73	0.27190
DM Bravo (WI)		60.65	0.27128
Ijaz Ahmed (Pak)	60.62	0.27106
SM Katich (Aus)		60.57	0.27065
Azhar Ali (Pak)		60.45	0.26976
Hanif Mohammad (Pak)	60.45	0.26973
DJ Cullinan (SA)	60.37	0.26912
CC Hunte (WI)		60.37	0.26910
C Hill (Aus)		60.30	0.26859
MP Vaughan (Eng)	60.23	0.26805
KC Wessels (Aus/SA)	60.19	0.26773
LRPL Taylor (NZ)	60.14	0.26734
IM Chappell (Aus)	60.12	0.26716
AH Jones (NZ)		59.92	0.26562
DR Martyn (Aus)		59.90	0.26551
PR Umrigar (Ind)	59.85	0.26506
AI Kallicharran (WI)	59.77	0.26447
BC Broad (Eng)		59.76	0.26440
IR Bell (Eng)		59.65	0.26360
DL Houghton (Zim)	59.65	0.26354
DT Lindsay (SA)		59.59	0.26315
G Pullar (Eng)		59.40	0.26169
TM Dilshan (SL)		59.34	0.26123
WJ Edrich (Eng)		59.33	0.26116
MA Taylor (Aus)		59.28	0.26074
W Bardsley (Aus)	59.20	0.26014
JH Edrich (Eng)		59.18	0.26003
TW Graveney (Eng)	59.12	0.25956
DC Boon (Aus)		58.84	0.25745
DI Gower (Eng)		58.68	0.25624
MW Goodwin (Zim)	58.65	0.25602
MS Atapattu (SL)	58.57	0.25545
GM Turner (NZ)		58.47	0.25466
KC Bland (SA)		58.46	0.25459
GR Viswanath (Ind)	58.32	0.25357
MJ North (Aus)		58.31	0.25348
NC O'Neill (Aus)	58.12	0.25206
RT Robinson (Eng)	58.07	0.25170
MH Richardson (NZ)	57.81	0.24979
EAB Rowan (SA)		57.72	0.24914
DN Sardesai (Ind)	57.46	0.24730
PD Collingwood (Eng)	57.44	0.24716
Mohammad Hafeez (Pak)	57.27	0.24589
GA Faulkner (SA)	57.25	0.24574
AG Prince (SA)		57.24	0.24568
Tamim Iqbal (Ban)	57.15	0.24500
Asif Iqbal (Pak)	57.13	0.24489
CH Gayle (WI)		56.96	0.24366
MG Vandort (SL)		56.75	0.24216
Misbah-ul-Haq (Pak)	56.73	0.24199
VVS Laxman (Ind)	56.65	0.24147
RC Fredericks (WI)	56.62	0.24124
VT Trumper (Aus)	56.60	0.24111
DJ McGlew (SA)		56.56	0.24082
BF Butcher (WI)		56.38	0.23954
DB Vengsarkar (Ind)	56.34	0.23923
ST Jayasuriya (SL)	56.29	0.23892
BC Booth (Aus)		56.14	0.23784
C Washbrook (Eng)	56.14	0.23783
Shahid Afridi (Pak)	56.06	0.23725
ME Waugh (Aus)		55.99	0.23678
MH Denness (Eng)	55.83	0.23569
R Edwards (Aus)		55.81	0.23551
JD Ryder (NZ)		55.78	0.23528
Asad Shafiq (Pak)	55.76	0.23514
HW Taylor (SA)		55.71	0.23479
SC Ganguly (Ind)	55.66	0.23450
PH Parfitt (Eng)	55.66	0.23444
RA Smith (Eng)		55.56	0.23377
RR Sarwan (WI)		55.54	0.23361
Mudassar Nazar (Pak)	55.49	0.23327
BB McCullum (NZ)	55.45	0.23303
CJL Rogers (Aus)	55.42	0.23279
AW Greig (Eng)		55.42	0.23277
Qasim Umar (Pak)	55.41	0.23275
AD Mathews (SL)		55.36	0.23239
DL Haynes (WI)		55.33	0.23215
Saeed Ahmed (Pak)	55.22	0.23144
M Amarnath (Ind)	55.17	0.23110
GP Thorpe (Eng)		55.11	0.23068
LEG Ames (Eng)		55.10	0.23062
Saleem Malik (Pak)	54.93	0.22940
KC Brathwaite (WI)	54.87	0.22898
W Jaffer (Ind)		54.55	0.22682
Mohsin Khan (Pak)	54.48	0.22638
MA Atherton (Eng)	54.44	0.22609
IR Redpath (Aus)	54.40	0.22580
KR Stackpole (Aus)	54.17	0.22423
Mushtaq Mohammad (Pak)	54.01	0.22315
SP Fleming (NZ)		53.91	0.22253
Majid Khan (Pak)	53.90	0.22247
CC McDonald (Aus)	53.77	0.22159
KWR Fletcher (Eng)	53.65	0.22079
JB Stollmeyer (WI)	53.63	0.22064
Taufeeq Umar (Pak)	53.46	0.21952
RH Catterall (SA)	53.41	0.21921
JKC Holt (WI)		53.36	0.21883
SM Patil (Ind)		53.34	0.21869
AP Gurusinha (SL)	53.32	0.21857
HA Gomes (WI)		53.22	0.21792
JC Adams (WI)		53.12	0.21727
OG Smith (WI)		53.10	0.21711
DW Randall (Eng)	53.06	0.21686
JG Wright (NZ)		52.91	0.21590
KR Miller (Aus)		52.83	0.21535
G Fowler (Eng)		52.81	0.21519
HP Tillakaratne (SL)	52.80	0.21517
MAK Pataudi (Ind)	52.78	0.21504
RA Woolmer (Eng)	52.65	0.21420
VL Manjrekar (Ind)	52.55	0.21354
KJ Hughes (Aus)		52.54	0.21345
Aamer Sohail (Pak)	52.34	0.21214
B Sutcliffe (NZ)	52.27	0.21173
AJ Stewart (Eng)	52.27	0.21173
MTG Elliott (Aus)	52.11	0.21069
RL Dias (SL)		52.10	0.21064
SB Styris (NZ)		52.07	0.21040
A Symonds (Aus)		52.05	0.21028
BJ Watling (NZ)		51.98	0.20983
S Ramesh (Ind)		51.81	0.20874
WW Armstrong (Aus)	51.80	0.20871
Sadiq Mohammad (Pak)	51.80	0.20868
RB McCosker (Aus)	51.74	0.20831
RJ Shastri (Ind)	51.64	0.20770
Haroon Rasheed (Pak)	51.52	0.20689
Shakib Al Hasan (Ban)	51.49	0.20671
DR Jardine (Eng)	51.48	0.20664
AJ Lamb (Eng)		51.45	0.20643
NJ Astle (NZ)		51.07	0.20403
PE Richardson (Eng)	50.94	0.20324
Rev.DS Sheppard (Eng)	50.91	0.20302
CD McMillan (NZ)	50.80	0.20238
ND McKenzie (SA)	50.71	0.20182
BRM Taylor (Zim)	50.65	0.20141
GRJ Matthews (Aus)	50.59	0.20103
RT Simpson (Eng)	50.48	0.20037
IT Botham (Eng)		50.47	0.20031
BL D'Oliveira (Eng)	50.43	0.20003
MW Gatting (Eng)	50.39	0.19981
L Vincent (NZ)		50.37	0.19968
N Hussain (Eng)		50.35	0.19955
CL Hooper (WI)		50.34	0.19952
PJ Hughes (Aus)		50.30	0.19925
AC Hudson (SA)		50.14	0.19826
MH Mankad (Ind)		50.01	0.19744
AC MacLaren (Eng)	49.74	0.19581
PJP Burge (Aus)		49.70	0.19558
AF Kippax (Aus)		49.59	0.19488
WG Grace (Eng)		49.58	0.19482
FE Woolley (Eng)	49.56	0.19473
JW Burke (Aus)		49.04	0.19156
AN Petersen (SA)	48.96	0.19108
BW Luckhurst (Eng)	48.95	0.19101
TW Hayward (Eng)	48.87	0.19053
MS Sinclair (NZ)	48.58	0.18879
MN Samuels (WI)		48.58	0.18878
MS Dhoni (Ind)		48.56	0.18868
C Kelleway (Aus)	48.52	0.18842
SR Watson (Aus)		48.44	0.18795
A Shrewsbury snr (Eng)	48.33	0.18729
P Roy (Ind)		48.31	0.18719
SV Manjrekar (Ind)	48.29	0.18706
JDP Oram (NZ)		48.25	0.18680
GS Blewett (Aus)	48.20	0.18656
JR Reid (NZ)		48.17	0.18633
S Wettimuny (SL)	48.15	0.18624
WW Hinds (WI)		48.06	0.18572
GM Ritchie (Aus)	48.02	0.18547
MJ Prior (Eng)		48.01	0.18544
WR Endean (SA)		47.98	0.18525
JK Silva (SL)		47.97	0.18518
JA Rudolph (SA)		47.92	0.18487
MA Butcher (Eng)	47.71	0.18366
BE Congdon (NZ)		47.63	0.18320
BP Nash (WI)		47.57	0.18284
WJ Cronje (SA)		47.37	0.18165
GP Howarth (NZ)		47.32	0.18136
JM Gregory (Aus)	47.15	0.18040
LRD Mendis (SL)		47.06	0.17984
CG Borde (Ind)		46.75	0.17806
SL Campbell (WI)	46.60	0.17721
CL Cairns (NZ)		46.35	0.17579
BW Sinclair (NZ)	46.24	0.17518
RA Duff (Aus)		46.23	0.17513
CJ Barnett (Eng)	45.94	0.17348
GM Wood (Aus)		45.89	0.17315
Yuvraj Singh (Ind)	45.88	0.17314
AMJ Hilditch (Aus)	45.74	0.17233
H Masakadza (Zim)	45.73	0.17227
RW Barber (Eng)		45.70	0.17211
Waqar Hasan (Pak)	45.51	0.17105
JT Tyldesley (Eng)	45.45	0.17070
CB Fry (Eng)		45.41	0.17051
CJ Tavare (Eng)		45.41	0.17047
WU Tharanga (SL)	45.20	0.16932
JV Coney (NZ)		45.15	0.16902
Kamran Akmal (Pak)	45.09	0.16868
BM McMillan (SA)	45.01	0.16824
Imtiaz Ahmed (Pak)	44.92	0.16776
Umar Akmal (Pak)	44.90	0.16767
GA Hick (Eng)		44.87	0.16750
GT Dowling (NZ)		44.68	0.16644
WB Phillips (Aus)	44.60	0.16601
Imrul Kayes (Ban)	44.53	0.16561
RS Mahanama (SL)	44.49	0.16542
BA Edgar (NZ)		44.49	0.16541
JP Duminy (SA)		44.40	0.16488
A Ranatunga (SL)	44.23	0.16396
JP Crawley (Eng)	44.12	0.16338
AL Logie (WI)		44.03	0.16290
SS Das (Ind)		43.99	0.16265
L Klusener (SA)		43.94	0.16241
GW Flower (Zim)		43.89	0.16215
J Darling (Aus)		43.88	0.16205
Yasir Hameed (Pak)	43.85	0.16193
Javed Burki (Pak)	43.78	0.16154
RA McLean (SA)		43.66	0.16090
A Flintoff (Eng)	43.44	0.15972
EJM Cowan (Aus)		43.37	0.15934
KOA Powell (WI)		43.34	0.15915
Imran Khan (Pak)	43.28	0.15887
MJ Greatbatch (NZ)	43.26	0.15875
VS Ransford (Aus)	43.24	0.15862
MJ Guptill (NZ)		43.20	0.15840
BJ Haddin (Aus)		43.15	0.15815
GJ Whittall (Zim)	43.13	0.15806
GR Marsh (Aus)		43.13	0.15804
Mushfiqur Rahim (Ban)	43.12	0.15802
Wasim Raja (Pak)	43.08	0.15778
JN Rhodes (SA)		43.02	0.15748
KLT Arthurton (WI)	42.93	0.15699
MJ Horne (NZ)		42.85	0.15655
Shoaib Malik (Pak)	42.78	0.15621
BA Young (NZ)		42.70	0.15577
AL Wadekar (Ind)	42.38	0.15410
MC Carew (WI)		42.00	0.15210
DW Hookes (Aus)		42.00	0.15208
MJK Smith (Eng)		41.93	0.15173
Salman Butt (Pak)	41.82	0.15115
BF Hastings (NZ)	41.80	0.15105
Imran Farhat (Pak)	41.69	0.15051
Habibul Bashar (Ban)	41.59	0.14999
N Kapil Dev (Ind)	41.42	0.14912
APE Knott (Eng)		41.42	0.14910
TL Goddard (SA)		41.35	0.14875
ML Jaisimha (Ind)	41.33	0.14866
MG Burgess (NZ)		41.32	0.14858
AP Sheahan (Aus)	41.32	0.14856
DJ Bravo (WI)		41.31	0.14852
HH Dippenaar (SA)	41.20	0.14796
NJ Contractor (Ind)	41.09	0.14741
BM Laird (Aus)		41.04	0.14715
T Taibu (Zim)		40.98	0.14684
PJL Dujon (WI)		40.87	0.14629
R Ashwin (Ind)		40.74	0.14565
KD Karthik (Ind)	40.53	0.14456
RES Wyatt (Eng)		40.45	0.14416
JHB Waite (SA)		40.34	0.14362
AD Gaekwad (Ind)	40.31	0.14346
FM Engineer (Ind)	39.97	0.14176
KG Viljoen (SA)		39.94	0.14160
CPS Chauhan (Ind)	39.80	0.14092
NT Paranavitana (SL)	39.68	0.14029
DL Vettori (NZ)		39.62	0.14000
Rameez Raja (Pak)	39.61	0.13997
DG Phadkar (Ind)	39.32	0.13851
K Srikkanth (Ind)	39.19	0.13786
Mahmudullah (Ban)	39.00	0.13694
HAPW Jayawardene (SL)	38.68	0.13537
Moin Khan (Pak)		38.57	0.13487
JS Solomon (WI)		38.35	0.13379
RP Arnold (SL)		38.00	0.13207
D Ganga (WI)		37.63	0.13032
Yashpal Sharma (Ind)	37.44	0.12942
KD Mackay (Aus)		37.26	0.12857
Shahriar Nafees (Ban)	37.22	0.12837
IK Pathan (Ind)		37.15	0.12803
RS Madugalle (SL)	37.02	0.12745
Faisal Iqbal (Pak)	36.93	0.12698
JM Parks (Eng)		36.89	0.12681
Abdul Razzaq (Pak)	36.74	0.12611
M Prabhakar (Ind)	36.73	0.12607
JJ Crowe (NZ)		36.32	0.12417
MV Boucher (SA)		36.22	0.12368
MA Noble (Aus)		35.76	0.12156
MR Ramprakash (Eng)	35.75	0.12152
W Rhodes (Eng)		35.56	0.12064
UC Hathurusingha (SL)	35.10	0.11856
Rashid Latif (Pak)	35.05	0.11834
RS Kaluwitharana (SL)	35.00	0.11807
TE Bailey (Eng)		34.71	0.11676
D Ramdin (WI)		34.51	0.11589
GE Gomez (WI)		34.35	0.11517
ADR Campbell (Zim)	34.24	0.11469
AW Nourse (SA)		34.23	0.11463
KR Rutherford (NZ)	34.21	0.11453
HB Cameron (SA)		33.91	0.11321
IA Healy (Aus)		33.89	0.11310
RD Jacobs (WI)		33.70	0.11227
RW Marsh (Aus)		33.64	0.11202
Alimuddin (Pak)		33.41	0.11097
J Dyson (Aus)		33.37	0.11081
Sir RJ Hadlee (NZ)	33.22	0.11016
SV Carlisle (Zim)	32.75	0.10812
RF Surti (Ind)		32.50	0.10701
P Willey (Eng)		32.47	0.10688
G Miller (Eng)		32.03	0.10501
RC Russell (Eng)	31.87	0.10434
SA Durani (Ind)		31.76	0.10385
SM Pollock (SA)		31.05	0.10083
Rajin Saleh (Ban)	30.60	0.09896
IDS Smith (NZ)		30.18	0.09722
AC Parore (NZ)		29.32	0.09370
Saleem Yousuf (Pak)	29.12	0.09289
RG Nadkarni (Ind)	29.09	0.09275
ED Solkar (Ind)		28.84	0.09175
DR Flynn (NZ)		28.50	0.09039
SMH Kirmani (Ind)	28.43	0.09011
MW Tate (Eng)		27.37	0.08589
N Boje (SA)		25.54	0.07881
KS More (Ind)		24.08	0.07332
 
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