soccer-nwsl-2016-krqawa15kz soccer-nwsl-2016-kRQaWa15KZ NWSL 2016 Season NWSL 2016 1 nwsl-2016 True 21 assists assists_minus_xa avg_pass_distance avg_pass_vertical goals goals_conceded goals_conceded_minus_xg goals_minus_xg goals_per_xg goals_plus_assists headed_shot_share key_passes minutes_played pass_completion_pct passes_attempted passes_over_expected passes_over_expected_p100 points_added saves shots shots_faced shots_on_target xa xg xg_faced xg_place xg_plus_xa xpass_completion_pct xpoints_added alex-arlitt Alex Arlitt FB False 773.0 3.0 0.0 0.0 0.0705 -0.0705 -0.0705 4.0 0.0 0.3392 -0.3392 0.0 0.4097 0.0 0.0665 353.0 0.6204 0.6728 -18.4854 -5.2367 21.4366 11.1066 alexa-newfield Alexa Newfield AM False 268.0 4.0 1.0 0.0 0.1147 -0.1062 -0.1147 2.0 0.0 0.0632 -0.0632 0.0 0.1779 0.0 0.0725 65.0 0.6615 0.6727 -0.7255 -1.1162 20.9699 5.3462 amanda-frisbie Amanda Frisbie FB False 291.0 2.0 0.0 0.0 0.0371 -0.0371 -0.0371 1.0 0.0 0.0231 -0.0231 0.0 0.0602 0.0 0.0488 100.0 0.54 0.6734 -13.3354 -13.3354 24.7548 13.8804 becky-sauerbrunn Becky Sauerbrunn CB False 1358.0 3.0 2.0 1.0 0.1169 0.343 0.8831 4.0 0.0 0.2193 -0.2193 1.0 0.3362 0.1948 0.0523 658.0 0.7766 0.7602 10.7671 1.6363 23.715 10.6985 brianne-reed Brianne Reed FB False 479.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 0.0 0.0339 -0.0339 0.0 0.0339 0.0 0.0 198.0 0.6364 0.6982 -12.2368 -6.1802 19.9635 7.9938 brittany-kolmel Brittany Kolmel FB False 1942.0 16.0 4.0 0.0 0.7532 -0.4005 -0.7532 1.0 0.0 0.077 -0.077 0.0 0.8302 0.0 0.5473 916.0 0.679 0.7036 -22.4675 -2.4528 24.6262 12.3535 caroline-kastor Caroline Kastor W False 361.0 6.0 1.0 0.0 0.5482 -0.2195 -0.5482 5.0 2.0 1.1261 0.8739 2.0 1.6743 0.0 0.1448 73.0 0.6712 0.6523 1.3848 1.8969 21.8532 0.6452 desiree-scott Desiree Scott DM False 1354.0 7.0 2.0 0.0 0.2208 0.1645 -0.2208 6.0 0.0 0.2325 -0.2325 0.0 0.4532 0.0 0.2369 579.0 0.7755 0.7843 -5.0898 -0.8791 20.708 5.7897 erika-tymrak Erika Tymrak W False 1224.0 21.0 6.0 1.0 1.3348 -0.5387 -0.3348 24.0 2.0 2.0708 -0.0708 3.0 3.4056 0.0688 0.7712 339.0 0.646 0.6865 -13.7106 -4.0444 22.5362 5.3381 frances-silva Frances Silva AM False 1081.0 16.0 4.0 2.0 1.5641 0.2119 0.4359 14.0 0.0 1.3123 -1.3123 2.0 2.8765 1.1255 1.0203 313.0 0.6933 0.7128 -6.0966 -1.9478 15.9495 1.8934 heather-oreilly Heather O'Reilly FB False 1294.0 30.0 8.0 1.0 3.7509 -2.3938 -2.7509 21.0 2.0 1.9205 0.0795 3.0 5.6714 0.1673 2.4825 464.0 0.5927 0.6323 -18.3745 -3.96 23.6025 2.8924 jen-buczkowski Jen Buczkowski DM False 446.0 4.0 1.0 0.0 0.1158 0.0462 -0.1158 3.0 0.0 0.2484 -0.2484 0.0 0.3642 0.0 0.076 194.0 0.701 0.7551 -10.4972 -5.4109 20.7737 6.3612 katie-bowen Katie Bowen FB False 1032.0 4.0 3.0 0.0 0.2424 0.223 -0.2424 13.0 1.0 0.7947 0.2053 1.0 1.0372 0.0 0.3493 506.0 0.668 0.7156 -24.0948 -4.7618 19.7637 7.4926 loeau-labonta Lo'eau LaBonta CM False 766.0 10.0 3.0 0.0 0.2329 -0.1557 -0.2329 3.0 0.0 0.2091 -0.2091 0.0 0.442 0.0 0.2527 284.0 0.7711 0.7562 4.2488 1.4961 20.3179 5.943 mandy-laddish Mandy Laddish DM False 1795.0 24.0 10.0 0.0 1.5503 -0.1991 -1.5503 18.0 0.0 0.8014 -0.8014 0.0 2.3518 0.0 1.3477 743.0 0.7685 0.7772 -6.4938 -0.874 22.0391 3.4572 molly-menchel Molly Menchel FB False 203.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.1632 -0.1632 0.0 0.1632 0.0 0.0 93.0 0.6667 0.7063 -3.6826 -3.9598 14.9685 6.9985 nicole-barnhart Nicole Barnhart GK False 1942.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0325 -0.0325 0.0 0.0325 0.0 0.0 674.0 0.7344 0.7626 -19.0242 -2.8226 30.9566 22.1467 101.0 20.0 78.0 0.0891 19.6844 0.3156 1.016 shea-groom Shea Groom CM False 1781.0 56.0 25.0 8.0 7.1494 -0.9554 0.8506 18.0 0.0 1.1802 -1.1802 8.0 8.3296 3.9653 5.1632 345.0 0.6406 0.6906 -17.2647 -5.0043 18.0999 0.2132 tiffany-mccarty Tiffany McCarty W False 965.0 18.0 4.0 2.0 1.8564 -0.013 0.1436 14.0 4.0 2.0219 1.9781 6.0 3.8783 1.8496 1.465 232.0 0.5086 0.6129 -24.1942 -10.4285 18.4683 4.0818 tiffany-weimer Tiffany Weimer W False 34.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.0126 -0.0126 0.0 0.0126 0.0 0.0 10.0 0.9 0.7702 1.2977 12.9775 16.1781 0.4685 yael-averbuch Yael Averbuch CB False 1925.0 20.0 9.0 3.0 1.4892 -0.356 1.5108 6.0 0.0 0.2563 -0.2563 3.0 1.7455 1.6498 1.2412 977.0 0.7206 0.7217 -1.0895 -0.1115 25.7692 14.9377