Cricket World Cup Data Visualization and Machine learning^Beta

Team	Winning Year
West Indies	1975 1979
India	1983 2011
Australia	1987 1999 2003 2007 2015
Pakistan	1992
Sri Lanka	1996

Bar Graph shows runs scored by countries in each World Cup.Australia dominating in world cups winning it 5 times.
2019 world cup will be held in england. So far England has hosted world cup 4 times. They have reached finals 3 times but never won world cup.

World Cup Match Wins 1975 - 2015 Shows West Indies clearly dominated in early world cups.Australia was on winning streak from 2003 - 2015, winning 3 world cups.

Few Unique world cup records

1. Mahindra Singh Dhoni of India is the only Captain to win all ICC Tournaments.He won ICC T20 World cup ( 2007), ICC World Cup ( 2011 ), ICC Champions Trophy ( 2013 )

2. Yuvraj Singh, the Indian All-rounder, shined in the World Cup 2011 and was named ''Man Of the Match'' for 4 consecutive matches, for his phenomenal performances.

3. Pakistan have never defeated India in an ODI World Cup match to date.

4. Prior to 1992 World Cup, all matches were played with traditional white clothes and red balls.

5. Sir Isaac Vivian Alexander Richards (VV Richards ) played international football for Antigua, appearing in qualifying matches for the 1974 World Cup.

6. TV replay official (third umpire) rule was introduced in 2007 World cup

7. Malinga on March 28, 2007, against South Africa he became the first ever player to take four wickets in four consecutive balls in international cricket. This was also only the fifth hat-trick in World Cup history, third ODI hat-trick for Sri Lanka and 24th in all ODI history.

8. In early 80s in an ODI between England and West Indies, the Windies needed 4 runs off the last ball and so England captain, Mike Brearley put all the fielders and the wicket-keeper on the fence to prevent a boundary from being scored.Fielding restrictions were then introduced in the Benson & Hedges Cup in Australia, and were adopted for all ODIs after the 1992 world cup. In 2005 these fielding restrictions have been changed in an attempt to make the game more interesting.

9. India is the first Asian team to win the World Cup. India is also the first country to win Women's Asia Cup.

10. Ricky Ponting of Australia holds record for most successful captain in One Day international World Cup ( 29 Matches, 26 Won, 2 Lost )

11. Ricky Ponting led his team to a dominant, undefeated, performance in the 2003 Cricket World Cup, winning all 11 of their matches.

12. Rahul Dravid from India was highest run scorer in 1999 World Cup. He scored 461 Runs.

13. AB de Villiers scored two successive centuries in the 2011 World Cup. He became the first South African to score two centuries in a single World Cup and the fifth batsman after Mark Waugh, Saeed Anwar, Rahul Dravid and Matthew Hayden to score two consecutive centuries in a single World Cup tournament.

14. On a First day of 1979 cricket world cup, 4 matches were played on the same day (9 june 1979).

15. Kapil Dev from India holds the record for youngest captain to win tropy. He was 24 years old when India won world cup in 1983.

If you are interested knowning more intresting cricket facts try the free app available on android, iphone

We have captured data for world cup matches, match status, batting runs, wickets taken for each match. Based on datasets we ran 2 predictions models. Both models are run independelty. First model predicts Match winning status ( Win / Loss ) and second model predicts runs scored if batted first/second.

Win Prediction Model is optimized for AUC ROC with AUC PR(0.918), AUC ROC(0.894), Accuracy(80%), Log loss(0.433)

Runs Prediction Model is optimized for RMSE with MAE(53.450), RMSE(66.20), R^2(0.183), MAPE(27.51%)

^*Below prediction is based on data till 25-May-2019. Model and prediction is generated on 25-May-2019.

Team	Team Code
Afghanistan	AFG
Australia	AUS
Sri Lanka	LKA
New Zealand	NZL
South Africa	ZAF
England	GBR
India	IND
Bangladesh	BGD
Pakistan	PAK
West Indies	WI

Prediction on Win ( Higher score indicates Win ) Group Stage
Team	Date	Vs Team	Win Score	Status
AFG	01-Jun	AUS	0.07	loss
	04-Jun	LKA	0.19	loss
	08-Jun	NZL	0.12	loss
	15-Jun	ZAF	0.09	loss
	18-Jun	GBR	0.47	loss
	22-Jun	IND	0.08	loss
	24-Jun	BGD	0.45	loss
	29-Jun	PAK	0.12	loss
	04-Jul	WI	0.33	loss
AUS	01-Jun	AFG	1.98	win
	06-Jun	WI	1.87	win
	09-Jun	IND	1.32	win
	12-Jun	PAK	1.48	win
	15-Jun	LKA	1.71	win
	20-Jun	BGD	1.88	win
	25-Jun	GBR	1.9	win
	29-Jun	NZL	1.5	win
	06-Jul	ZAF	1.77	win
BGD	02-Jun	ZAF	0.59	loss
	05-Jun	NZL	0.49	loss
	08-Jun	GBR	0.87	loss
	11-Jun	LKA	0.58	loss
	17-Jun	WI	0.75	loss
	20-Jun	AUS	0.1	loss
	24-Jun	AFG	1.62	win
	02-Jul	IND	0.41	loss
	05-Jul	PAK	0.45	loss
GBR	30-May	ZAF	0.45	loss
	03-Jun	PAK	0.53	loss
	08-Jun	BGD	1.29	win
	14-Jun	WI	1.03	loss
	18-Jun	AFG	1.81	win
	21-Jun	LKA	0.64	loss
	25-Jun	AUS	0.23	loss
	30-Jun	IND	0.33	loss
	03-Jul	NZL	0.59	loss
IND	05-Jun	ZAF	1.37	win
	09-Jun	AUS	0.72	loss
	13-Jun	NZL	1.02	win
	16-Jun	PAK	1.24	win
	22-Jun	AFG	1.95	win
	27-Jun	WI	1.79	win
	30-Jun	GBR	1.87	win
	02-Jul	BGD	1.77	win
	06-Jul	LKA	1.43	win
NZL	01-Jun	LKA	1.38	win
	05-Jun	BGD	1.6	win
	08-Jun	AFG	1.95	win
	13-Jun	IND	0.86	loss
	19-Jun	ZAF	1.39	win
	22-Jun	WI	1.74	win
	26-Jun	PAK	1.13	win
	29-Jun	AUS	0.67	loss
	03-Jul	GBR	1.81	win
PAK	31-May	WI	1.45	win
	03-Jun	GBR	1.58	win
	07-Jun	LKA	1.1	win
	12-Jun	AUS	0.66	loss
	16-Jun	IND	0.88	loss
	23-Jun	ZAF	1.07	win
	26-Jun	NZL	1.06	loss
	29-Jun	AFG	1.89	win
	05-Jul	BGD	1.49	win
ZAF	30-May	GBR	1.56	win
	02-Jun	BGD	1.42	win
	05-Jun	IND	0.83	loss
	10-Jun	WI	1.43	win
	15-Jun	AFG	1.91	win
	19-Jun	NZL	0.97	loss
	23-Jun	PAK	0.9	loss
	28-Jun	LKA	1.23	win
	06-Jul	AUS	0.49	loss
LKA	01-Jun	NZL	0.74	loss
	04-Jun	AFG	1.9	win
	07-Jun	PAK	0.68	loss
	11-Jun	BGD	1.42	win
	15-Jun	AUS	0.53	loss
	21-Jun	GBR	1.6	win
	28-Jun	ZAF	0.93	loss
	01-Jul	WI	1.39	win
	06-Jul	IND	0.52	loss
WI	31-May	PAK	0.44	loss
	06-Jun	AUS	0.27	loss
	10-Jun	ZAF	0.87	loss
	14-Jun	GBR	1.2	win
	17-Jun	BGD	1.27	win
	22-Jun	NZL	0.56	loss
	27-Jun	IND	0.39	loss
	01-Jul	LKA	0.83	loss
	04-Jul	AFG	1.76	win

Group Stage is round-robin with 10 playing with each other once. Top 4 team will progress to Knockout stage. Based on results from above matches 2 semi finals will be played. Qualifier 1 Vs Qualifier 4 and Qualifier 2 Vs Qualifier 3.

Prediction on Win ( Higher score indicates Win ) Semi Finals
Team	Date	Vs Team	Win Score	Status
AUS	09-Jul	PAK	1.57	win
IND	11-Jul	NZL	1.26	win
NZL	11-Jul	IND	1.05	loss
PAK	09-Jul	AUS	0.64	loss

2019 World Cup Final Prediction:

Prediction on Win ( Higher score indicates Win ) Final
Team	Date	Vs Team	Win Score	Status
AUS	14-Jul	IND	1.43	win
IND	14-Jul	AUS	0.79	loss

Runs Prediction
Team	Date	Batting First	Batting Second
AFG	01-Jun	200	166
	04-Jun	218	172
	08-Jun	218	185
	15-Jun	221	164
	18-Jun	172	132
	22-Jun	196	152
	24-Jun	180	135
	29-Jun	177	132
	04-Jul	218	184
AUS	01-Jun	261	237
	06-Jun	261	237
	09-Jun	243	219
	12-Jun	261	228
	15-Jun	238	203
	20-Jun	238	203
	25-Jun	238	203
	29-Jun	218	184
	06-Jul	237	213
BGD	02-Jun	217	213
	05-Jun	223	219
	08-Jun	223	219
	11-Jun	223	209
	17-Jun	234	221
	20-Jun	215	203
	24-Jun	219	204
	02-Jul	223	219
	05-Jul	223	219
GBR	30-May	214	169
	03-Jun	243	209
	08-Jun	243	209
	14-Jun	256	211
	18-Jun	230	191
	21-Jun	238	193
	25-Jun	235	193
	30-Jun	218	174
	03-Jul	243	209
IND	05-Jun	237	213
	09-Jun	240	219
	13-Jun	241	207
	16-Jun	238	203
	22-Jun	262	228
	27-Jun	226	191
	30-Jun	226	191
	02-Jul	243	219
	06-Jul	243	219
NZL	01-Jun	243	219
	05-Jun	243	219
	08-Jun	278	256
	13-Jun	241	207
	19-Jun	233	199
	22-Jun	256	221
	26-Jun	238	203
	29-Jun	215	184
	03-Jul	243	219
PAK	31-May	218	184
	03-Jun	243	219
	07-Jun	243	219
	12-Jun	258	228
	16-Jun	238	203
	23-Jun	233	199
	26-Jun	238	203
	29-Jun	236	201
	05-Jul	243	219
ZAF	30-May	214	184
	02-Jun	238	219
	05-Jun	238	219
	10-Jun	256	237
	15-Jun	250	221
	19-Jun	233	203
	23-Jun	233	203
	28-Jun	214	184
	06-Jul	207	191
LKA	01-Jun	243	219
	04-Jun	261	237
	07-Jun	243	219
	11-Jun	243	209
	15-Jun	235	203
	21-Jun	238	203
	28-Jun	214	180
	01-Jul	261	237
	06-Jul	243	219
WI	31-May	218	184
	06-Jun	240	219
	10-Jun	237	213
	14-Jun	238	203
	17-Jun	254	221
	22-Jun	238	203
	27-Jun	218	184
	01-Jul	243	219
	04-Jul	261	237

Current prediction listed is in ^beta mode and only for educational purpose. We will update this page with further research and reports.

Reason we have launched it in beta is that, we think this model can be made more accurate and we need your inputs and feedback. If you have suggestions please do share with us advaita@rachittechnology.com