Datasets:

luxury-lakehouse
/

xg-shot-data

shot_id string	match_key int64	match_id int64	competition_id int32	season_id int32	player_id int64	player_key int64	team_id int64	team_key int64	period int64	minute int64	second int64	location_x float64	location_y float64	end_location_x float64	end_location_y float64	shot_outcome string	shot_body_part string	shot_technique string	shot_type string	is_goal int32	distance_to_goal float64	shot_angle float64	is_first_time bool	play_pattern string	statsbomb_xg float64
044535074234a82188dcf6d1547336d9	-6,056,219,420,029,706,000	3,857,265	43	106	31,955	6,464,092,196,137,916,000	789	-5,018,444,269,082,273,000	2	57	26	113.4	48.8	114.2	47.7	Blocked	Right Foot	Normal	Open Play	0	11	0.465931	true	Other	0.101669
9aba42ee7addf5635a203f3cf0a1578c	1,205,599,739,860,195,000	69,214	11	21	26,610	6,612,519,109,846,092,000	1,219	-3,868,984,165,599,070,700	2	62	51	109.8	41.3	120	37.8	Off T	Head	Normal	Open Play	0	10.282509	0.737981	null	From Free Kick	0.093138
8b38a7c2cb777edea1bf861ec5bfd927	83,182,658,179,226,860	3,887,188	35	75	39,822	3,301,290,924,136,368,000	227	-4,113,102,455,181,366,300	1	35	24	111.6	40.8	120	32.5	Off T	Head	Normal	Open Play	0	8.438009	0.883125	null	From Throw In	0.179632
f60c62d4d3d2666a49274382e0d4bd22	2,817,604,133,977,431,000	3,938,645	55	282	3,089	5,575,235,496,353,884,000	782	6,461,443,647,472,537,000	1	32	31	88.1	69.5	120	44.9	Off T	Right Foot	Normal	Free Kick	0	43.449511	0.1355	null	From Free Kick	0.00583
695c5512bbf6b9d4d90d785a5a75c95d	2,060,156,160,432,021,000	3,857,271	43	106	3,382	7,353,088,266,467,828,000	768	3,739,071,740,305,664,000	2	58	56	97.9	25.1	101.5	27	Blocked	Left Foot	Normal	Open Play	0	26.653705	0.249304	true	From Free Kick	0.021549
80d74097f0a31e253bf5fb152d0a109d	4,683,643,028,758,833,000	3,775,598	37	90	46,635	6,033,204,429,092,657,000	974	-6,808,310,006,375,101,000	1	21	26	105.7	34.9	117.2	39.1	Saved	Right Foot	Half Volley	Open Play	0	15.182226	0.489957	true	Regular Play	0.076541
f23fd378210cab9730fb3be441162bd4	-3,986,126,105,013,182,000	3,754,290	2	27	3,662	-616,679,010,837,776,000	22	-8,220,007,018,561,422,000	1	10	10	116.8	28.4	117.6	31	Saved	Left Foot	Normal	Open Play	0	12.033287	0.196201	true	From Counter	0.036671
7f5579f9b6a879f104fdf51202f3f460	115,230,236,928,688,340	3,829,442	7	27	4,442	-8,020,295,610,906,596,000	146	-8,205,174,094,325,881,000	1	5	30	85.4	27.2	120	45.3	Off T	Right Foot	Normal	Open Play	0	36.891733	0.202965	true	From Corner	0.006557
7590dfbc0b217636cc6c4c033e8d093c	1,609,131,921,416,128,500	3,890,544	9	27	8,387	9,084,976,703,755,098,000	175	4,332,426,948,072,144,000	1	36	26	108.7	52.1	120	37.9	Goal	Left Foot	Normal	Open Play	1	16.555966	0.336899	null	Regular Play	0.216553
2d1664ec039f94f3b2efafd9fd6b5485	-7,286,528,312,411,927,000	2,275,102	37	42	10,251	7,393,497,280,878,712,000	974	-6,808,310,006,375,101,000	1	37	51	104.5	49.2	117.4	40.1	Saved	Right Foot	Normal	Open Play	0	18.024705	0.381745	true	Regular Play	0.052785
03d1070ee0c21288596369aa8d3021a3	7,299,450,921,100,633,000	3,901,176	7	27	4,447	7,839,065,709,822,201,000	130	-4,818,824,869,614,851,000	1	8	26	108.8	63.9	120	18.9	Off T	Right Foot	Normal	Open Play	0	26.394128	0.130886	null	From Counter	0.058139
5588c9e49860c5e8cbc583ecdf23bc3e	8,395,097,043,492,643,000	3,817,882	1,238	108	161,108	-2,633,403,073,031,210,500	7,286	-8,748,694,313,883,106,000	1	38	53	94.7	52.2	111.1	43.6	Blocked	Right Foot	Volley	Open Play	0	28.087898	0.25611	true	From Free Kick	0.014027
cc312c4d1053c11d522becf986479200	6,529,568,112,215,607,000	3,825,869	11	27	23,802	591,919,172,085,385,200	213	4,742,609,248,384,890,000	1	24	42	88.2	53.1	120	42.6	Off T	Right Foot	Lob	Open Play	0	34.392586	0.214664	true	Regular Play	0.013401
a8fa5fa44b6cad4490876053f2bbfffe	186,057,053,105,193,500	3,817,873	1,238	108	187,212	1,241,407,183,978,908,400	7,285	2,250,166,043,262,090,500	1	37	43	94.7	42.1	98.8	41.2	Blocked	Left Foot	Normal	Open Play	0	25.387005	0.311549	null	From Throw In	0.045515
f348959ac69105f771d0f6b218615129	8,105,553,101,004,647,000	2,275,127	37	42	15,725	8,306,240,273,154,686,000	974	-6,808,310,006,375,101,000	2	72	40	81.9	44.1	120	50.3	Off T	Right Foot	Normal	Open Play	0	38.319969	0.206855	true	From Corner	0.007436
1f5b4e1476baef66f199c977ffede4a7	-7,541,221,076,882,952,000	3,754,342	2	27	43,081	5,489,651,845,599,714,000	23	957,251,441,709,176,300	1	29	41	102.8	49.9	112.9	41.9	Blocked	Right Foot	Volley	Open Play	0	19.845654	0.349238	true	From Corner	0.03815
c3e2324fd6f22e07fc0be0d7ec05b9fa	-6,729,485,908,286,473,000	3,754,293	2	27	40,122	6,996,016,435,747,157,000	33	-5,650,903,989,259,207,000	2	90	31	103.3	44.8	117.2	40.5	Saved	Right Foot	Half Volley	Open Play	0	17.376133	0.437104	true	From Throw In	0.050163
4127ed7d91f3996a9b1f9b61e91540d6	-2,087,432,921,367,138,300	69,215	11	41	5,503	4,097,319,854,233,033,700	217	-9,182,017,971,223,628,000	2	70	36	108.2	40.1	120	37.2	Goal	Left Foot	Normal	Penalty	1	11.800424	0.653614	null	Other	0.7835
195ce74b11905e0f7b3394d946bf174a	-8,114,246,162,278,995,000	69,188	72	30	10,648	8,563,799,124,826,936,000	851	6,155,592,252,978,315,000	2	61	42	105.6	43.1	106.6	43.1	Blocked	Head	Normal	Open Play	0	14.729902	0.520495	null	From Goal Kick	0.050427
7be90adf6a5b55673a82878ab2da4fe2	-2,345,157,522,728,616,400	3,879,574	12	27	5,474	115,435,341,498,844,660	238	-4,650,263,449,723,024,000	2	86	47	99.1	57.5	120	43.4	Off T	Left Foot	Normal	Free Kick	0	27.259127	0.226037	null	From Free Kick	0.036257
6f715514b3067850a403ca616db79c33	9,139,202,254,704,126,000	3,825,760	11	27	6,382	4,924,354,934,276,079,000	212	-9,143,091,085,550,067,000	2	84	4	93.2	34.7	120	48.5	Off T	Right Foot	Normal	Open Play	0	27.319041	0.285544	null	From Throw In	0.030776
fcd586c28925c2f2f84c182347683d1c	-1,531,205,809,963,775,200	3,825,861	11	27	26,690	-1,041,513,335,569,650,400	360	8,846,837,749,092,688,000	2	82	43	112.1	43.2	118.7	41	Saved	Head	Normal	Open Play	0	8.523497	0.839995	null	Regular Play	0.09326
42df70aadc45b9f2fa81fe332b48a2c2	-132,723,702,385,265,780	3,829,446	7	27	7,301	-7,103,016,039,659,344,000	133	-3,769,669,786,313,054,000	2	72	1	110.3	42.2	118.2	0.1	Wayward	Left Foot	Normal	Open Play	0	9.946356	0.752208	true	From Counter	0.40869
4ba8c4b0109714ec307c7c7f086aa90e	-6,991,904,866,798,157,000	3,825,709	11	27	6,701	386,293,241,645,254,800	214	2,227,128,151,799,687,000	2	75	39	98.6	26.6	106.6	32.1	Blocked	Right Foot	Normal	Free Kick	0	25.249158	0.268788	null	From Free Kick	0.059283
3cb2371dd364d788226c4397f21dc960	4,109,342,370,844,482,000	3,829,454	7	27	3,446	-5,084,544,920,224,381,000	143	8,031,505,696,807,806,000	1	42	41	100.4	28.6	116.4	36.7	Saved	Right Foot	Normal	Open Play	0	22.674214	0.304964	null	Regular Play	0.056458
fa1ada75c7a48bf0a83411aaf6375a3e	-9,122,046,990,710,611,000	266,967	11	26	4,320	2,570,175,448,999,534,600	217	-9,182,017,971,223,628,000	1	17	6	95.9	32.5	107.2	37.6	Blocked	Right Foot	Normal	Free Kick	0	25.240048	0.301004	null	From Free Kick	0.075493
f17519930663a8d9023cae4b02b16ba0	-8,870,946,273,847,406,000	3,879,798	12	27	20,004	-6,686,194,067,394,474,000	224	7,103,148,978,905,361,000	2	76	40	93	38.8	120	46.7	Off T	Right Foot	Normal	Open Play	0	27.026654	0.293597	null	Regular Play	0.032029
453aec56097eeea98e50439d9e61bec1	2,192,781,462,112,482,800	3,749,296	2	44	15,516	-1,172,365,206,380,071,200	1	-3,828,312,811,523,627,500	2	92	5	111.8	39.5	116.3	40.2	Saved	Head	Normal	Open Play	0	8.21523	0.905325	null	From Throw In	0.103887
09e556e0e63ee611fd3df5b35087a868	-7,767,809,085,918,489,000	3,775,553	37	90	8,297	-3,018,913,701,239,665,700	972	-6,457,882,036,853,365,000	1	23	49	109.4	33.7	117.8	38	Saved	Right Foot	Volley	Open Play	0	12.330856	0.557376	true	From Corner	0.079262
ff37c47f906f32fd147488607f66169d	-7,830,641,813,294,772,000	18,241	16	25	5,249	-6,095,859,691,457,570,000	212	-9,143,091,085,550,067,000	1	35	26	109	39	120	43.2	Goal	Head	Normal	Open Play	1	11.045361	0.69288	null	From Corner	0.111936
63a40f75fd287542611b730e1854adab	-8,936,233,395,694,920,000	3,879,810	12	27	5,541	-6,117,014,009,239,262,000	224	7,103,148,978,905,361,000	1	21	23	109.9	47.8	118	43.8	Saved	Left Foot	Normal	Open Play	0	12.76127	0.503013	true	From Goal Kick	0.137877
c81f9dee30a812191340ef69df546861	8,672,598,921,438,738,000	3,900,636	7	27	3,404	-7,510,266,916,744,810,000	144	6,204,573,536,849,879,000	1	17	28	103.8	55.9	112.7	46	Blocked	Left Foot	Normal	Open Play	0	22.699119	0.253983	null	Regular Play	0.035918
393a92f07e1404677fbdcb509f4b7640	-9,018,202,902,698,825,000	3,775,618	37	90	4,984	-6,599,750,719,957,716,000	969	269,568,771,748,221,980	1	27	58	108	39.7	118.6	46.4	Saved Off Target	Head	Normal	Open Play	0	12.003749	0.643164	null	From Free Kick	0.036984
e2879ba5f673b47f7330250eb5654574	3,207,821,806,352,695,000	3,879,548	12	27	5,630	-5,675,944,844,946,604	227	-4,113,102,455,181,366,300	2	56	16	103.1	24.9	105	26.8	Blocked	Right Foot	Normal	Open Play	0	22.663186	0.265289	null	From Throw In	0.033336
05d794dba005dff1c304be86143e7f50	-2,882,343,694,181,788,700	3,754,083	2	27	20,641	-7,113,007,295,778,120,000	31	8,020,000,196,455,297,000	2	52	7	113.2	43.5	116.2	37.7	Wayward	Left Foot	Half Volley	Open Play	0	7.647876	0.907707	true	Regular Play	0.31239
fd73520e279b69da2a559e7dbf535d1e	-3,906,172,190,888,039,000	3,901,145	7	27	3,421	2,817,966,653,595,744,000	139	-1,014,716,689,705,104,800	1	45	33	88	46.4	120	34.9	Off T	Left Foot	Normal	Open Play	0	32.633725	0.239372	null	From Throw In	0.015764
e04a0a7fa1075876d22888362d324e70	8,659,199,735,917,500,000	3,794,688	55	43	3,336	-7,713,441,133,754,940,000	768	3,739,071,740,305,664,000	1	26	19	114	40.9	120	45.1	Off T	Head	Normal	Open Play	0	6.067125	1.161713	null	From Corner	0.152433
05aa4417d6274a71595c7b64596f5050	2,210,331,198,586,151,200	16,086	11	4	6,886	-2,468,961,833,948,284,400	214	2,227,128,151,799,687,000	2	90	23	102.1	32.1	120	52.5	Wayward	Right Foot	Normal	Open Play	0	19.565786	0.372188	true	Regular Play	0.074388
ddcda9de3ff7cf17e559bf3c7f8c1efe	-1,600,003,602,372,828,200	3,900,537	7	27	4,349	-8,556,806,223,895,330,000	130	-4,818,824,869,614,851,000	1	1	22	115	41.8	120	37.9	Goal	Head	Normal	Open Play	1	5.314132	1.273844	null	From Free Kick	0.262462
8a71e661c1547f873fd963c944491c38	-3,367,221,684,956,528,000	3,825,633	11	27	6,709	6,526,297,229,291,792,000	214	2,227,128,151,799,687,000	2	73	2	91.5	43.5	97.4	37	Wayward	Right Foot	Volley	Open Play	0	28.714108	0.274866	true	From Corner	0.020703
80b69aa20e18b97cd7f1636e0986be78	6,143,920,064,030,405,000	3,890,367	9	27	10,287	-7,571,872,275,599,477,000	180	-5,297,650,355,144,056,000	2	77	50	99	51.5	120	29.4	Off T	Right Foot	Normal	Open Play	0	23.94264	0.292814	null	Regular Play	0.048742
99c728991be960b141630f49118c4a83	1,891,720,087,105,140,000	3,879,576	12	27	8,423	2,244,042,340,452,438,500	234	-3,187,657,230,212,208,600	2	91	5	91.8	26.8	120	42.5	Off T	Right Foot	Normal	Open Play	0	31.136474	0.232334	null	Regular Play	0.019378
7330d8b6845b406ce6a4d091dd48c8ca	-7,286,528,312,411,927,000	2,275,102	37	42	24,747	3,288,779,478,229,308,000	974	-6,808,310,006,375,101,000	1	38	30	112.4	40.4	120	46.8	Off T	Right Foot	Half Volley	Open Play	0	7.610519	0.96717	true	From Corner	0.167264
df62f92acdaa105d4035473009afa58b	2,302,859,604,597,675,800	16,079	11	4	5,470	2,856,387,601,847,858,700	217	-9,182,017,971,223,628,000	1	16	26	94.9	46.7	120	44.8	Off T	Right Foot	Normal	Open Play	0	25.978838	0.295809	true	Regular Play	0.034601
3bc0e7ef558a256c48c3fbec09d0476f	1,819,426,263,757,615,400	3,879,628	12	27	7,026	-5,661,219,629,158,917,000	243	1,105,025,806,608,326,100	2	67	5	96.1	33	120	34.4	Off T	Right Foot	Normal	Free Kick	0	24.904016	0.306476	null	From Free Kick	0.072841
c1b0db48c5d0dee66ae9ed2357de698b	4,821,988,429,469,731,000	19,758	37	4	15,726	-6,556,763,878,817,500,000	974	-6,808,310,006,375,101,000	2	53	5	107.5	54	120	37.1	Goal	Right Foot	Normal	Open Play	1	18.768324	0.289068	null	From Goal Kick	0.194941
5d8e70eb0ce0e7f8639547cf6f08c721	4,550,436,216,291,678,000	3,775,614	37	90	15,550	-5,518,977,793,635,109,000	971	5,755,335,137,019,255,000	2	59	7	116.9	36.5	119.3	38.4	Saved	Right Foot	Half Volley	Open Play	0	4.675468	1.338762	true	From Keeper	0.345951
808eadc54854d0ce077aca8524c830f4	8,901,295,218,432,132,000	69,187	11	40	3,498	2,349,112,385,011,070,000	422	6,587,280,411,875,832,000	1	7	56	108.3	22.7	120	35.4	Off T	Right Foot	Normal	Open Play	0	20.884923	0.219183	null	From Goal Kick	0.022856
f7753aadeb5c272fe3001186d52826c5	8,395,097,043,492,643,000	3,817,882	1,238	108	124,759	-660,520,663,581,115,100	7,290	6,552,078,373,676,930,000	2	48	10	102.9	44.9	120	32.5	Off T	Head	Normal	Open Play	0	17.788198	0.427304	null	From Free Kick	0.199175
1dbd64e9903e057d68437a11f7a3aa4b	-3,769,248,147,865,899,500	3,825,748	11	27	6,384	42,103,404,187,475,260	212	-9,143,091,085,550,067,000	2	57	54	89.1	39.1	120	43.2	Off T	Right Foot	Half Volley	Open Play	0	30.913104	0.257256	null	Regular Play	0.014196
498c9e7d8b56d48624288f9c8e91d82e	-9,222,914,490,854,704,000	3,901,262	7	27	3,038	-6,912,438,345,539,871,000	140	4,096,399,060,242,247,700	1	3	9	92.1	33.6	103.8	37.1	Blocked	Right Foot	Normal	Free Kick	0	28.62464	0.270995	null	From Free Kick	0.051806
5c0679f7c06a31c7bb8d00d39a716a2c	1,823,632,852,961,994,800	3,900,514	7	27	11,540	8,321,345,293,181,179,000	130	-4,818,824,869,614,851,000	2	51	59	94.7	28.8	120	47	Off T	Right Foot	Normal	Open Play	0	27.668213	0.263745	null	From Free Kick	0.027229
ef618c46d9005562cce6ba67ba03885f	-5,520,082,954,100,393,000	3,813,307	1,238	108	161,116	2,886,318,623,386,664,400	2,021	3,458,352,023,082,986,500	1	12	35	112	28.2	120	54.3	Off T	Left Foot	Normal	Open Play	0	14.256227	0.329358	null	From Counter	0.165214
b01894302f6d3fc21776d1af54f04502	2,580,357,886,311,439,000	2,275,077	37	42	31,551	3,235,333,440,147,029,000	749	-3,877,000,396,625,565,700	2	69	17	103.1	56.9	117.7	41.9	Saved	Left Foot	Normal	Open Play	0	23.900209	0.238858	true	Regular Play	0.039934
547cddbf75fdf5ab7811d8aa933fca40	1,756,628,537,819,820,800	19,809	37	4	16,400	6,394,886,529,283,423,000	965	2,620,248,647,504,865,000	2	77	46	118.2	45.3	118.7	44.1	Saved	Right Foot	Normal	Open Play	0	5.597321	0.754127	true	From Corner	0.162645
bf2082c1bb04bb0b14a9852e9db2adb1	-3,274,812,992,873,026,000	2,275,146	37	42	15,579	4,001,341,184,296,275,500	967	4,232,585,176,298,498,600	2	53	41	104	23.3	117.1	37.1	Blocked	Right Foot	Lob	Open Play	0	23.127689	0.241852	null	From Free Kick	0.045413
994b960a1372ec74cbd4962b399d925b	5,428,071,715,769,628,000	3,794,685	55	43	7,131	-3,926,552,792,795,929,000	914	3,520,684,787,118,689,000	1	23	4	100.2	53.6	100.9	53.1	Blocked	Left Foot	Normal	Open Play	0	24.020824	0.275189	null	From Throw In	0.020045
7f64c46ae273e35757c4472007f6a977	9,096,669,761,631,968,000	3,754,154	2	27	10,931	8,404,897,941,013,294,000	24	-22,425,014,704,099,416	2	58	37	110.6	42.1	118	39.5	Saved	Head	Normal	Open Play	0	9.631718	0.775068	null	From Free Kick	0.206402
97d69c800029693b0cb2c13d71809bde	-4,456,552,754,860,774,400	3,879,646	12	27	3,964	7,819,740,206,577,581,000	239	2,269,059,341,368,937,700	1	6	21	113.6	33.4	120	35.5	Off T	Head	Normal	Open Play	0	9.193476	0.641724	null	From Corner	0.05539
5945dccc071a2cbc787ab1149a61b454	-1,112,199,747,835,350,300	3,890,521	9	27	5,555	-8,717,576,795,968,509,000	904	-2,318,988,405,098,371,000	2	71	41	103.7	35.6	106.6	36.7	Blocked	Right Foot	Normal	Open Play	0	16.883424	0.451307	true	Regular Play	0.157307
bdbd331f871e56893aabdda9c38e6d73	-3,709,418,063,024,332,300	16,149	11	4	6,351	-8,052,885,974,365,373,000	211	7,804,604,971,346,046,000	1	41	21	108.3	52.4	117.4	43.3	Saved	Right Foot	Normal	Open Play	0	17.04846	0.328453	true	Regular Play	0.097525
d932b31725824a9812052b6c03574c27	1,081,155,473,010,743,300	16,131	11	4	8,555	-8,784,793,455,009,115,000	322	92,864,114,887,967,730	2	73	19	111	32.5	118.3	36.8	Saved	Head	Normal	Open Play	0	11.715375	0.535859	null	From Throw In	0.061207
345533329f15feafda4b5c2b7ac8d99c	1,423,554,046,943,694,000	3,825,580	11	27	24,149	2,892,425,366,838,060,000	221	9,026,739,525,929,619,000	2	57	36	115.8	28.5	119.1	37.8	Saved to Post	Right Foot	Volley	Open Play	0	12.242957	0.245875	true	Regular Play	0.047209
f9c6cec31db73d9e689356770a73c1e0	8,994,075,360,760,849,000	2,275,054	37	42	21,854	-3,251,270,692,126,521,000	966	-2,021,612,995,131,621,600	2	68	32	99.9	26.8	102.2	28.4	Blocked	Right Foot	Normal	Open Play	0	24.046829	0.278558	true	From Free Kick	0.031003
23fdab0d3fbbec5ece175dfca092ed05	-6,324,980,560,835,515,000	69,278	11	22	3,958	6,573,926,532,581,685,000	217	-9,182,017,971,223,628,000	1	35	19	109	39.4	120	37.3	Goal	Right Foot	Normal	Open Play	1	11.016351	0.695858	true	From Free Kick	0.194923
bad8de73dbe982c1ae19490e0b8226b9	-7,121,488,608,244,211,000	7,554	43	3	5,631	-7,546,480,308,767,270,000	798	8,783,685,936,455,083,000	2	93	47	106	41	107	40	Blocked	Left Foot	Normal	Open Play	0	14.035669	0.554117	null	From Throw In	0.059006
0c63aeb7a6a2f409ac70081a812e3420	1,589,514,220,566,295,800	3,900,583	7	27	401,479	-6,548,177,183,851,013,000	133	-3,769,669,786,313,054,000	1	9	35	113	47.3	119.2	41.2	Saved	Head	Normal	Open Play	0	10.113852	0.575654	null	From Corner	0.063577
cb426ab67d412146ed84a0703eaa0385	2,448,985,503,386,605,600	3,893,804	72	107	24,706	845,024,605,314,601,500	852	-2,285,892,605,794,267,600	1	13	50	104	42.7	120	31.9	Off T	Head	Normal	Open Play	0	16.226213	0.477637	null	Regular Play	0.045833
4e9f80640ea1a19df761bfb67bd83d89	3,512,490,590,748,257,000	3,890,445	9	27	3,097	-4,368,589,514,049,473,000	189	9,177,819,911,629,787,000	1	31	15	97.7	32.7	103.9	35.6	Blocked	Right Foot	Half Volley	Open Play	0	23.464441	0.322098	true	Regular Play	0.034757
adeea972d7674b1f229de242786b671a	-39,530,676,915,189,840	3,835,336	53	106	32,341	8,669,605,782,026,148,000	859	-7,286,270,573,097,612,000	2	60	34	111.9	41.1	115.5	66.6	Wayward	Head	Normal	Open Play	0	8.17435	0.905727	null	From Throw In	0.09975
4dbbf45cacf05a78c3c758cef9a51cff	7,837,657,438,532,179,000	3,825,772	11	27	5,741	-7,622,322,314,375,677,000	207	-3,332,444,251,962,238,000	2	94	7	88.1	48.7	104.7	42.3	Blocked	Right Foot	Normal	Open Play	0	33.065087	0.232601	true	From Corner	0.020535
e336a8395fb623fa782e1eb05e1ec5f1	6,777,594,631,541,445,000	3,900,554	7	27	7,415	-8,696,642,134,719,133,000	133	-3,769,669,786,313,054,000	1	36	8	86.9	36	120	32	Off T	Right Foot	Normal	Open Play	0	33.340816	0.237144	null	From Free Kick	0.019382
45c549f756f3a227137325f761d0b920	246,259,128,785,042,400	3,749,631	2	44	15,516	-1,172,365,206,380,071,200	1	-3,828,312,811,523,627,500	1	30	45	111.9	26.7	120	39.7	Goal	Left Foot	Normal	Open Play	1	15.572412	0.278649	null	Regular Play	0.15166
38a68df77e155cfef8d8e99dd40a94fc	-7,994,211,769,966,844,000	3,750,244	35	75	38,641	803,109,785,074,086,000	227	-4,113,102,455,181,366,300	1	21	27	97.2	43.6	119.9	42.5	Off T	Left Foot	Normal	Free Kick	0	23.082461	0.339293	null	From Free Kick	0.075445
130329d0beb0f3be7f934c1c43154162	8,040,401,456,344,013,000	3,754,035	2	27	20,253	-2,375,459,324,763,665,000	36	-393,649,032,384,665,600	2	81	43	108.1	26.5	120	45.8	Off T	Right Foot	Normal	Open Play	0	17.996111	0.299904	null	Regular Play	0.07716
6db2c9cc18dc2ad6c0a90c7185ca2755	3,148,083,858,500,626,000	2,275,138	37	42	31,534	5,966,687,654,449,671,000	1,475	-6,578,909,324,278,019,000	2	82	31	104.3	50.4	120	46.9	Off T	Right Foot	Normal	Open Play	0	18.832153	0.355158	null	Regular Play	0.055283
e7caf6fcd68712e42cf4f51ab3d08931	116,698,533,003,282,350	3,998,848	53	315	62,666	3,173,655,266,337,437,000	858	525,939,545,286,371,140	1	4	0	104.1	48	120	43.8	Off T	Right Foot	Normal	Open Play	0	17.799157	0.400055	true	Regular Play	0.062967
c1065e2c70cfb2d7e6bf7d6599daadb5	-4,166,963,802,110,169,000	3,890,474	9	27	8,206	-4,487,384,957,468,850,700	169	-3,607,351,217,002,066,000	2	56	34	108.6	44.7	108.9	31.4	Wayward	Head	Normal	Open Play	0	12.330856	0.590543	null	From Corner	0.044609
e3e26aca87d5805d82b7d01c9f2207f7	132,113,450,002,181,020	3,802,683	7	108	10,463	5,314,417,719,519,648,000	129	8,202,855,477,676,844,000	1	39	52	98.3	53.3	100.8	51.9	Blocked	Left Foot	Normal	Open Play	0	25.451523	0.268161	null	Regular Play	0.036104
a0f57301fb57e0e282116cd7df313bce	-4,348,644,847,161,733,600	3,942,229	223	282	35,785	-1,183,458,273,996,599,800	3,563	-8,764,654,739,025,245,000	2	57	16	117.8	27.6	119.1	35.8	Saved	Left Foot	Volley	Open Play	0	12.593649	0.122801	true	From Free Kick	0.010348
9fc2140d5984cc7d914f3ae3efb3a8e4	8,572,442,082,334,478,000	3,900,565	7	27	5,209	-5,616,003,587,175,268,000	165	-2,666,368,742,548,779,000	1	38	7	97.9	32.5	101.5	33.8	Blocked	Left Foot	Normal	Open Play	0	23.337952	0.322738	true	From Goal Kick	0.051849
837fd87697c4cb7cb72f43d136bceac8	483,537,144,970,595,200	3,857,266	43	106	3,026	-4,952,595,644,687,613,000	771	7,831,304,662,426,835,000	1	9	9	115	45.6	115.9	44.9	Blocked	Head	Normal	Open Play	0	7.50733	0.780918	null	From Throw In	0.109363
39cd42f6f057e512816cce332ffccc91	4,455,143,657,433,791,500	3,749,453	2	44	23,816	-8,485,635,937,088,722,000	1	-3,828,312,811,523,627,500	2	91	4	106.7	46.4	110	45.1	Saved	Left Foot	Normal	Open Play	0	14.759743	0.485111	null	From Throw In	0.453868
1450c9a160f61d02217ae547587baa77	7,920,686,260,412,454,000	3,904,629	72	107	401,634	7,846,917,039,371,391,000	1,205	8,144,296,934,999,624,000	2	82	34	105	52.5	117.6	41.8	Saved	Right Foot	Normal	Open Play	0	19.525624	0.317432	null	Regular Play	0.061161
294865f7debae4b72e194ba9386dd3a5	-7,812,958,928,324,666,000	3,754,350	2	27	4,275	8,934,900,814,113,084,000	29	-8,101,338,309,490,170,000	2	86	24	100.4	44.3	120	44	Off T	Right Foot	Normal	Open Play	0	20.066141	0.385269	true	From Free Kick	0.133967
c9d7ff323745431c6d69eaf79bbf6f33	8,720,898,589,423,176,000	3,930,175	55	282	48,347	782,235,055,405,679,500	782	6,461,443,647,472,537,000	1	17	18	95.2	41.2	112.1	43.4	Wayward	Right Foot	Half Volley	Open Play	0	24.829015	0.31911	true	From Throw In	0.02188
ea5739a4b4f3db64f6a081044e3ef2ed	3,128,776,035,268,157,000	3,879,676	12	27	6,964	7,092,678,924,233,094	229	-2,150,017,728,979,079,000	1	38	12	88.1	52.4	120	33	Off T	Right Foot	Normal	Open Play	0	34.225283	0.217391	null	From Corner	0.007575
fb9b431526b5b7f2ed475b8de062869b	-3,409,399,811,925,831,700	3,879,579	12	27	25,954	8,370,004,107,538,408,000	2,256	-3,682,779,668,806,831,600	2	68	31	92	44.9	120	44.7	Off T	Right Foot	Normal	Open Play	0	28.425517	0.275626	null	Regular Play	0.031721
de107cf41ded9642394b08be36af35d4	-8,806,931,231,797,471,000	3,753,996	2	27	3,472	-7,142,845,658,700,460,000	33	-5,650,903,989,259,207,000	1	13	48	109	52.5	117.9	43.7	Saved	Right Foot	Normal	Open Play	0	16.650826	0.324905	null	Regular Play	0.031715
a52bd9ab95169307da3ffa7ca3eb36b9	8,800,731,466,853,864,000	3,749,246	2	44	15,042	2,720,601,169,714,742,300	1	-3,828,312,811,523,627,500	2	89	53	101.3	19.3	105.2	24	Blocked	Right Foot	Normal	Open Play	0	27.895878	0.193815	null	Regular Play	0.010127
848bd29a34b9469ba1360c6bc2266007	-4,502,860,845,790,481,000	3,890,564	9	27	8,303	2,917,640,428,704,624,600	172	2,780,786,797,556,400,000	1	23	6	114.3	35.7	118.1	38.7	Saved	Head	Normal	Open Play	0	7.140028	0.916437	null	From Free Kick	0.151176
eb8644fa51db31e16a8c7d65b5253d39	-1,114,992,591,388,571,300	3,754,096	2	27	4,271	-3,343,863,969,640,951,300	40	5,860,845,939,685,018,000	2	53	19	107.4	36.7	120	32	Off T	Head	Normal	Open Play	0	13.024976	0.580607	null	From Throw In	0.041745
4093804590dd99b6add0980b696611c9	-2,347,201,319,403,315,000	3,825,730	11	27	8,584	1,255,494,459,926,882,600	210	8,957,058,755,331,144,000	2	57	39	105.3	52.4	107.7	46.3	Wayward	Left Foot	Normal	Open Play	0	19.231485	0.32086	true	Regular Play	0.088073
7e9d92b44807553247df09540a51b9b6	-1,809,352,513,846,350,000	3,825,720	11	27	6,832	-8,254,833,734,288,375,000	218	6,551,034,812,949,190,000	2	68	22	112.9	41.8	115.8	41.4	Saved	Other	Normal	Open Play	0	7.324616	0.985439	true	From Throw In	0.345119
541b49864f9c0cb1d2c7689c7781fb5a	4,223,822,812,502,520,000	3,893,795	72	107	32,230	-2,652,796,342,790,815,000	853	-179,128,366,597,932,030	1	23	27	91.2	30.7	93.7	31.5	Blocked	Right Foot	Normal	Open Play	0	30.264335	0.250636	null	From Throw In	0.01836
b6bb986a98a34c0c4a5ade6f74f8bc3b	-2,313,721,459,978,388,000	3,879,578	12	27	8,103	6,196,803,421,811,302,000	240	3,507,774,068,354,517,500	1	42	30	109	40.2	117.6	38.6	Saved	Left Foot	Half Volley	Open Play	0	11.001818	0.697355	true	From Free Kick	0.169138
8f81de23f223a470f0367c36fb74c28b	6,256,671,068,631,405,000	3,829,418	7	27	3,122	-2,817,167,891,926,958,000	142	-7,535,466,148,074,470,000	1	32	10	111.3	29.4	120	36.8	Off T	Left Foot	Overhead Kick	Open Play	0	13.713132	0.384409	true	Regular Play	0.051601
f2aaa0dac5ca8499b9f411899a3d5d6c	1,327,939,570,917,451,800	3,773,593	11	90	3,497	5,922,958,861,637,437,000	222	-1,128,928,017,910,574,200	2	57	22	110.9	32.1	120	35.2	Off T	Head	Normal	Open Play	0	12.050726	0.513058	null	From Corner	0.034609
ce83077ff17c3fea7077b6e0b4b23607	-5,664,019,877,326,224,000	3,879,786	12	27	5,497	6,683,170,385,202,414,000	227	-4,113,102,455,181,366,300	2	61	41	98	51.3	115.8	42	Saved	Left Foot	Half Volley	Open Play	0	24.732367	0.287283	true	From Free Kick	0.031704
5bcc7813acee864f6ab52988cb2c3864	7,295,898,339,137,715,000	3,829,413	7	27	3,625	-4,336,897,881,920,203,300	143	8,031,505,696,807,806,000	1	43	5	87.3	29.3	117.9	38.5	Saved	Right Foot	Normal	Free Kick	0	34.406104	0.220377	null	From Free Kick	0.013635

End of preview. Expand in Data Studio

xG Shot Data — StatsBomb + Wyscout

~131K professional soccer shots from StatsBomb Open Data (~~95K) and Wyscout (~~43K), with geometric features, categorical context, and goal labels. Partitioned by data_source for selective loading.

Part of the (Right! Luxury!) Lakehouse soccer analytics platform.

⚠️ Schema change (cut-over 2026-07-22)

This dataset emits both legacy and canonical Kimball key columns side-by-side. The legacy match_id column will be removed on 2026-07-22 (90-day dual-column window opened at the PR 3 ship on 2026-04-22, per ADR-011):

Legacy column	Canonical replacement	Notes
`match_id`	`match_key`	BIGINT Kimball surrogate; collision-free across providers

Both columns are populated during the window. Update consumer code to read match_key before the cut-over date; after cut-over the legacy match_id column is removed.

Quick Start

from datasets import load_dataset

ds = load_dataset("luxury-lakehouse/xg-shot-data")
df = ds["train"].to_pandas()

# Goal conversion rate by body part
df.groupby("shot_body_part")["is_goal"].mean().sort_values(ascending=False)

Explore interactively: Soccer Analytics App

What Is This Dataset?

This dataset contains every shot from the StatsBomb and Wyscout open data collections, enriched with pre-computed geometric features (distance to goal, shot angle) and unified to a common coordinate system. It serves as the primary training input for both xG models in the platform:

Model	Repo	Architecture
xG v1	`xg-model-statsbomb-wyscout`	Calibrated XGBoost (13 tabular features)
xG v2	`xg-v2-model-set-encoder`	Deep Sets encoder + MLP with MC Dropout (tabular + freeze-frame context)

Data Fields

Column	Type	Description
`shot_id`	`string`	Surrogate key (deterministic hash via `dbt_utils.generate_surrogate_key`)
`match_key`	`Int64`	Canonical Kimball match FK (ADR-011). BIGINT surrogate, collision-free across providers.
`match_id`	`Int64`	LEGACY provider-native match identifier; sunset 2026-07-22 (see top-of-card).
`competition_id`	`Int64`	Competition identifier (NULL for Wyscout)
`season_id`	`Int64`	Season identifier (NULL for Wyscout)
`player_id`	`Int64`	Player identifier (provider-native)
`player_key`	`Int64`	Canonical Kimball player FK (PR 7, ADR-011). BIGINT surrogate.
`team_id`	`Int64`	Team identifier (provider-native)
`team_key`	`Int64`	Canonical Kimball team FK (PR 7, ADR-011). BIGINT surrogate.
`period`	`Int64`	Match period (1 = first half, 2 = second half, 3+ = extra time)
`minute`	`Int64`	Match minute
`second`	`Int64`	Second within the minute
`location_x`	`float64`	Shot x-coordinate (StatsBomb: 0–120 yards, attacking direction)
`location_y`	`float64`	Shot y-coordinate (StatsBomb: 0–80 yards)
`end_location_x`	`float64`	Shot destination x-coordinate
`end_location_y`	`float64`	Shot destination y-coordinate
`shot_outcome`	`string`	Categorical outcome: Goal, Saved, Blocked, Off T, Wayward, Post
`shot_body_part`	`string`	Body part used: Right Foot, Left Foot, Head, Other
`shot_technique`	`string`	Technique: Normal, Volley, Half Volley, Lob, Overhead Kick, Backheel, Diving Header
`shot_type`	`string`	Context: Open Play, Free Kick, Corner, Penalty, Kick Off
`is_goal`	`bool`	Target variable — `true` if `shot_outcome = 'Goal'`
`distance_to_goal`	`float64`	Euclidean distance from shot location to goal center (yards)
`shot_angle`	`float64`	Angle subtended by the goal posts from the shot location (radians)
`is_first_time`	`bool`	Shot taken first-time (no prior control touch)
`play_pattern`	`string`	Build-up pattern: Regular Play, From Counter, From Corner, From Free Kick, From Keeper, etc.
`statsbomb_xg`	`float64`	StatsBomb proprietary xG (NULL for Wyscout shots; useful as a benchmark label)
`data_source`	`string`	Partition key: `statsbomb` or `wyscout`

Coordinate System

All spatial features use the StatsBomb coordinate system:

Pitch dimensions: 120 yards (length) × 80 yards (width)
Origin: bottom-left corner of the pitch
Attacking direction: left to right (x increases toward opponent goal)
Goal center: approximately (120, 40)

Wyscout coordinates (0–100% scale) are converted to StatsBomb coordinates at the dbt staging layer.

Data Sources

Source	Shots	Matches	License
StatsBomb Open Data	~95K	~3,000	CC-BY 4.0
Wyscout Public Dataset	~43K	~1,900	CC-BY-NC 4.0
Total	~131K		CC-BY-NC 4.0 (most restrictive applies)

Coverage includes the Premier League, La Liga, Serie A, Bundesliga, Ligue 1, Champions League, World Cup, and more.

Partitioning

Data is Hive-partitioned by data_source:

data/
  data_source=statsbomb/data.parquet
  data_source=wyscout/data.parquet

Load a single source efficiently:

import pandas as pd
from huggingface_hub import hf_hub_download

# Load only StatsBomb shots
path = hf_hub_download(
    "luxury-lakehouse/xg-shot-data",
    "data/data_source=statsbomb/data.parquet",
    repo_type="dataset",
)
df_sb = pd.read_parquet(path)

Use Cases

xG model training: Primary input for training expected goals models (logistic regression, XGBoost, Deep Sets, or custom architectures)
Shot analysis: Visualize shot maps, compare conversion rates by body part, technique, or play pattern
Benchmarking: Compare custom xG models against the included statsbomb_xg column on the StatsBomb subset
Feature engineering: Pre-computed distance_to_goal and shot_angle ready for modeling; categorical columns ready for one-hot encoding
Cross-source research: Study differences in shot event classification between StatsBomb and Wyscout

Limitations

Open data only: Contains only publicly available StatsBomb and Wyscout shots. Commercial datasets cover additional leagues and seasons.
No freeze frames: This dataset contains tabular shot features only. For player positions at the moment of each shot (used by xG v2), see the companion xG Freeze Frame Data dataset.
Wyscout NULL columns: competition_id, season_id, and statsbomb_xg are NULL for all Wyscout shots due to the absence of a cross-source match join for those fields.
Coordinate conversion: Wyscout coordinates are converted from percentage-based (0–100) to StatsBomb yards (0–120, 0–80) at the dbt staging layer. Subtle conversion artifacts may exist at pitch boundaries.
Class imbalance: Goals are relatively rare (~9–10% of shots). Account for this imbalance during training using class weights (scale_pos_weight in XGBoost) or stratified sampling.

Citation

If you use this dataset, please cite the data providers:

@misc{statsbomb2024opendata,
  title={StatsBomb Open Data},
  author={{StatsBomb}},
  year={2024},
  url={https://github.com/statsbomb/open-data},
  note={CC-BY 4.0}
}

@misc{pappalardo2019public,
  title={A public data set of spatio-temporal match events in soccer competitions},
  author={Pappalardo, Luca and Cintia, Paolo and Rossi, Alessio and Massucco, Emanuele
          and Ferragina, Paolo and Pedreschi, Dino and Giannotti, Fosca},
  journal={Scientific Data},
  volume={6},
  number={1},
  pages={1--15},
  year={2019},
  publisher={Nature Publishing Group}
}

@software{nielsen2026xgshotdata,
  title={xG Shot Data: StatsBomb + Wyscout Open Data Shot Features},
  author={Nielsen, Karsten Skyt},
  year={2026},
  url={https://github.com/karsten-s-nielsen/luxury-lakehouse}
}

Companion Resources

Resource	Type	Description
xG Model v1	Model	Calibrated XGBoost + logistic baseline (13 features)
xG v2 Set Encoder	Model	Deep Sets + MLP with MC Dropout uncertainty
xG Freeze Frame Data	Dataset	Player positions at shot time (15.58M rows, 323 matches)
SPADL/VAEP Action Values	Dataset	Per-action VAEP valuations (~9.5M actions)
VAEP Model	Model	P(scores) + P(concedes) XGBClassifiers

Demo

Try the interactive Soccer Analytics App — explore shot maps with xG overlays, filter by competition, and compare custom xG against StatsBomb.

Explore interactively: Soccer Analytics App

More Information

License: CC-BY-NC 4.0 (inherited from Wyscout data)
Publishing script: scripts/publish_xg_shots_hf.py (PEP 723 standalone)
Platform: Luxury Lakehouse Soccer Analytics

PR 7 changelog (2026-04-27)

The upstream gold mart fct_shots now carries Kimball surrogate FKs (team_key, player_key) alongside the existing match_key (PR 3) and the legacy team_id/player_id INT columns during the 2026-07-22 dual-column window per ADR-011. SB+WS native IDs are real BIGINTs cast to string for the dim JOINs. PR 8 will sunset the legacy *_id columns post-2026-07-22.

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Models trained or fine-tuned on luxury-lakehouse/xg-shot-data

luxury-lakehouse/vaep-model

Tabular Classification • Updated about 22 hours ago

luxury-lakehouse/xg-v2-model-set-encoder

Tabular Classification • Updated May 13