soccer-nwsl-2016-4wm4ezg5jb soccer-nwsl-2016-4wM4Ezg5jB NWSL 2016 Season NWSL 2016 1 nwsl-2016 True 25 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 abby-smith Abby Smith False 131.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 50.0 0.42 0.5261 -5.3075 -10.615 49.5704 44.071 7.0 1.0 6.0 0.1429 2.1809 -1.1809 0.4585 angela-salem Angela Salem DM False 1826.0 14.0 6.0 1.0 1.259 0.4438 -0.259 14.0 0.0 0.5707 -0.5707 1.0 1.8297 0.4938 0.564 794.0 0.7191 0.7356 -13.0306 -1.6411 20.7198 7.2047 brittany-ratcliffe Brittany Ratcliffe W False 614.0 8.0 1.0 0.0 0.44 -0.3292 -0.44 2.0 0.0 0.0961 -0.0961 0.0 0.5361 0.0 0.2361 151.0 0.5828 0.6542 -10.7837 -7.1415 20.382 3.2444 brooke-elby Brooke Elby FB False 976.0 4.0 2.0 0.0 0.1264 -0.0922 -0.1264 4.0 0.0 0.294 -0.294 0.0 0.4204 0.0 0.1205 354.0 0.6441 0.6751 -10.9892 -3.1043 18.7666 8.0472 christen-westphal Christen Westphal FB False 626.0 2.0 2.0 1.0 0.393 0.7795 0.607 4.0 0.0 0.1521 -0.1521 1.0 0.5451 0.7718 0.2899 254.0 0.5945 0.6487 -13.7582 -5.4166 19.306 8.9888 elise-kreighoff Elise Kreighoff ST False 168.0 2.0 1.0 1.0 0.4148 -0.2192 0.5852 2.0 0.0 0.048 -0.048 1.0 0.4628 0.8623 0.2742 29.0 0.6207 0.6823 -1.7881 -6.1658 17.9355 1.5642 eunice-beckmann Eunice Beckmann W False 693.0 19.0 6.0 0.0 1.2664 0.1307 -1.2664 7.0 1.0 0.2378 0.7622 1.0 1.5042 0.0 0.8065 199.0 0.6583 0.7151 -11.3065 -5.6817 18.526 -0.1459 ghoutia-karchouni Ghoutia Karchouni W False 112.0 1.0 0.0 0.0 0.0326 -0.0326 -0.0326 2.0 0.0 0.296 -0.296 0.0 0.3285 0.0 0.0005 47.0 0.8511 0.7687 3.8713 8.2368 22.1423 2.932 jami-kranich Jami Kranich GK False 873.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 338.0 0.5148 0.5903 -25.5365 -7.5552 39.2957 31.9309 66.0 25.0 39.0 0.1364 17.2111 7.7889 1.4526 julie-king Julie King CB False 1634.0 9.0 5.0 2.0 0.6758 0.3918 1.3242 9.0 1.0 1.1397 -0.1397 3.0 1.8155 0.9489 0.4233 683.0 0.6252 0.6479 -15.4922 -2.2683 23.3385 13.3197 kassey-kallman Kassey Kallman CB False 1939.0 0.0 0.0 0.0 0.0 0.0 0.0 4.0 0.0 0.1684 -0.1684 0.0 0.1684 0.0 0.0 867.0 0.7589 0.7466 10.6672 1.2304 24.8661 11.662 katie-schoepfer Katie Schoepfer DM False 633.0 14.0 5.0 1.0 0.9133 -0.0139 0.0867 2.0 0.0 0.0748 -0.0748 1.0 0.9881 0.4684 0.7083 206.0 0.665 0.711 -9.4631 -4.5937 21.8967 7.1167 kristie-mewis Kristie Mewis CM False 1201.0 25.0 7.0 1.0 1.8885 -1.1385 -0.8885 15.0 1.0 1.2085 -0.2085 2.0 3.0971 0.0128 1.1125 376.0 0.6809 0.6599 7.8932 2.0993 21.9181 6.0568 kyah-simon Kyah Simon W False 1387.0 30.0 7.0 1.0 2.4801 -0.7377 -1.4801 15.0 1.0 1.3957 -0.3957 2.0 3.8758 0.0008 1.328 412.0 0.6481 0.7004 -21.5779 -5.2374 19.9593 1.4102 kylie-nadaner Kylie Nadaner FB False 380.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 0.0 158.0 0.7342 0.7429 -1.3798 -0.8733 18.7684 6.849 libby-stout Libby Stout GK False 935.0 0.0 0.0 0.0 0.0 0.0 0.0 3.0 0.0 0.1731 -0.1731 0.0 0.1731 0.0 0.0 370.0 0.5865 0.6185 -11.8439 -3.2011 36.7215 29.784 63.0 20.0 42.0 0.1429 16.1002 3.8998 1.2422 louise-schillgard Louise Schillgard W False 1531.0 8.0 4.0 1.0 0.9817 0.3167 0.0183 19.0 2.0 2.3927 -0.3927 3.0 3.3744 0.6865 0.703 547.0 0.5941 0.6377 -23.8184 -4.3544 21.7689 6.197 mccall-zerboni McCall Zerboni CM False 713.0 5.0 1.0 0.0 0.2214 -0.053 -0.2214 6.0 0.0 0.1558 -0.1558 0.0 0.3771 0.0 0.1993 285.0 0.7123 0.7498 -10.687 -3.7498 21.713 5.2008 mollie-pathman Mollie Pathman FB False 1134.0 2.0 1.0 1.0 0.1852 -0.0789 0.8148 9.0 0.0 0.6246 -0.6246 1.0 0.8098 0.6358 0.1185 470.0 0.6489 0.6802 -14.7105 -3.1299 21.4237 9.8238 morgan-marlborough Morgan Marlborough W False 27.0 2.0 1.0 0.0 0.2085 -0.147 -0.2085 0.0 0.0 0.0 0.0 0.0 0.2085 0.0 0.0267 6.0 0.5 0.4223 0.4663 7.7714 19.7561 -7.5772 natasha-dowie Natasha Dowie ST False 646.0 22.0 10.0 3.0 1.7932 0.9497 1.2068 4.0 0.0 0.3151 -0.3151 3.0 2.1082 0.8729 0.5099 174.0 0.7644 0.7705 -1.0603 -0.6094 17.2843 -4.2846 rachel-wood Rachel Wood DM False 295.0 4.0 0.0 0.0 0.1119 -0.1119 -0.1119 1.0 0.0 0.0126 -0.0126 0.0 0.1246 0.0 0.035 85.0 0.5647 0.6409 -6.474 -7.6165 26.8001 12.1857 stephanie-mccaffrey Stephanie McCaffrey ST False 991.0 15.0 5.0 0.0 1.2218 -0.4805 -1.2218 3.0 0.0 0.3528 -0.3528 0.0 1.5746 0.0 0.6923 194.0 0.6031 0.6585 -10.7546 -5.5436 18.2669 -0.671 stephanie-verdoia Stephanie Verdoia AM False 500.0 6.0 2.0 0.0 0.743 -0.5444 -0.743 1.0 0.0 0.0219 -0.0219 0.0 0.7649 0.0 0.5794 142.0 0.5915 0.6735 -11.6329 -8.1922 20.8581 7.7223 whitney-engen Whitney Engen CB False 1356.0 2.0 1.0 1.0 0.1117 0.3622 0.8883 6.0 1.0 0.5588 0.4412 2.0 0.6705 0.4108 0.0452 563.0 0.7105 0.705 3.1014 0.5509 26.8758 14.708