soccer-nwsl-2016-xvqkevkm01 soccer-nwsl-2016-XVqKeVKM01 NWSL 2016 Season NWSL 2016 1 nwsl-2016 True 23 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-morgan Alex Morgan ST False 1469.0 46.0 18.0 4.0 3.7204 0.1779 0.2796 18.0 1.0 2.1686 -1.1686 5.0 5.889 1.3088 2.6849 347.0 0.6081 0.6341 -9.0457 -2.6068 17.6109 3.4607 ashlyn-harris Ashlyn Harris GK False 1469.0 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 0.0 544.0 0.7132 0.6905 12.3567 2.2715 36.2402 28.2449 75.0 20.0 54.0 0.04 16.1736 3.8264 1.2366 aubrey-kingsbury Aubrey Kingsbury GK False 96.0 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 35.0 0.7429 0.7051 1.3217 3.7763 38.4922 30.1891 5.0 2.0 3.0 0.0 0.4275 1.5725 4.6786 becky-edwards Becky Edwards DM False 872.0 5.0 1.0 0.0 0.4134 -0.3923 -0.4134 4.0 0.0 0.1186 -0.1186 0.0 0.532 0.0 0.2313 392.0 0.7423 0.7514 -3.5327 -0.9012 18.0961 4.7414 camille-levin Camille Levin FB False 915.0 2.0 0.0 0.0 0.0251 -0.0251 -0.0251 4.0 1.0 0.3928 0.6072 1.0 0.4179 0.0 0.0094 522.0 0.7701 0.7468 12.1929 2.3358 17.4021 4.4375 christina-burkenroad Christina Burkenroad W False 288.0 0.0 0.0 0.0 0.0 0.0 0.0 2.0 0.0 0.1454 -0.1454 0.0 0.1454 0.0 0.0 92.0 0.5652 0.6431 -7.1662 -7.7893 15.1067 3.3481 dani-weatherholt Dani Weatherholt DM False 857.0 4.0 1.0 0.0 0.2672 0.0949 -0.2672 4.0 0.0 0.2305 -0.2305 0.0 0.4977 0.0 0.2129 397.0 0.7229 0.7516 -11.3896 -2.8689 17.2891 4.7063 jamia-fields Jamia Fields FB False 681.0 6.0 1.0 0.0 0.3016 -0.2868 -0.3016 3.0 1.0 0.2123 0.7877 1.0 0.514 0.0 0.2177 221.0 0.6833 0.7102 -5.9505 -2.6925 14.3639 -1.2629 jasmyne-spencer Jasmyne Spencer FB False 1693.0 36.0 19.0 4.0 2.8591 1.4502 1.1409 2.0 0.0 0.0994 -0.0994 4.0 2.9584 1.5627 2.3342 415.0 0.6627 0.7064 -18.1597 -4.3758 17.0129 1.0859 josée-bélanger Josée Bélanger FB False 1159.0 3.0 1.0 0.0 0.0778 -0.0606 -0.0778 11.0 0.0 0.7956 -0.7956 0.0 0.8734 0.0 0.051 546.0 0.7125 0.7354 -12.5441 -2.2975 22.2586 8.6616 kaitlyn-savage Kaitlyn Savage GK False 390.0 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 0.0 134.0 0.7164 0.7165 -0.0058 -0.0043 32.3558 24.2703 22.0 7.0 15.0 0.1818 4.6407 2.3593 1.5084 kaylyn-kyle Kaylyn Kyle CB False 1552.0 6.0 1.0 0.0 0.368 -0.0558 -0.368 3.0 0.0 0.1599 -0.1599 0.0 0.5279 0.0 0.2848 832.0 0.774 0.774 0.0142 0.0017 22.9796 7.9033 kristen-edmonds Kristen Edmonds FB False 1845.0 28.0 13.0 6.0 1.5125 1.9052 4.4875 28.0 2.0 1.7263 0.2737 8.0 3.2388 3.0665 0.8884 829.0 0.7069 0.7289 -18.2188 -2.1977 20.4277 3.9222 laura-alleway Laura Alleway CB False 849.0 8.0 4.0 0.0 0.4145 0.2849 -0.4145 3.0 0.0 0.1471 -0.1471 0.0 0.5615 0.0 0.3839 410.0 0.7244 0.7626 -15.6593 -3.8193 27.7187 13.6708 leah-lynn-gabriela-fortune Leah Lynn Gabriela Fortune FB False 58.0 1.0 0.0 0.0 0.0378 -0.0378 -0.0378 1.0 1.0 0.1375 0.8625 1.0 0.1753 0.0 0.0592 42.0 0.5952 0.5498 1.9073 4.5413 13.8687 9.2688 lianne-sanderson Lianne Sanderson AM False 449.0 7.0 3.0 2.0 0.4535 -0.2186 1.5465 9.0 1.0 0.4057 0.5943 3.0 0.8592 0.1658 0.2315 212.0 0.5566 0.6367 -16.9703 -8.0049 23.2435 8.0065 lisa-de-vanna Lisa De Vanna W False 172.0 3.0 1.0 0.0 0.1965 -0.1272 -0.1965 0.0 0.0 0.0 0.0 0.0 0.1965 0.0 0.2855 48.0 0.6875 0.7009 -0.6435 -1.3406 19.8133 2.5648 maddy-evans Maddy Evans CM False 1205.0 10.0 6.0 0.0 0.4134 0.6012 -0.4134 9.0 1.0 0.6058 0.3942 1.0 1.0192 0.0 0.3484 519.0 0.7206 0.7264 -2.9886 -0.5758 21.0225 6.8726 mônica Mônica CB False 1500.0 5.0 3.0 0.0 0.2736 0.0221 -0.2736 2.0 0.0 0.1402 -0.1402 0.0 0.4138 0.0 0.2518 828.0 0.7705 0.7819 -9.4247 -1.1382 25.1476 10.9157 samantha-witteman Samantha Witteman FB False 1147.0 6.0 2.0 0.0 0.3091 -0.2374 -0.3091 8.0 0.0 0.7406 -0.7406 0.0 1.0497 0.0 0.2751 436.0 0.6881 0.6991 -4.7949 -1.0998 19.2326 4.9047 sarah-hagen Sarah Hagen ST False 647.0 9.0 8.0 2.0 1.8262 0.28 0.1738 6.0 2.0 0.5837 1.4163 4.0 2.4099 0.96 1.0197 154.0 0.6558 0.6768 -3.2305 -2.0977 13.8727 -2.0262 steph-catley Steph Catley FB False 1071.0 7.0 3.0 1.0 0.5637 0.1669 0.4363 16.0 1.0 1.5459 -0.5459 2.0 2.1096 0.4578 0.2545 607.0 0.659 0.7089 -30.3008 -4.9919 21.1871 7.2046 toni-pressley Toni Pressley CB False 1116.0 10.0 1.0 0.0 0.4572 -0.422 -0.4572 3.0 0.0 0.2553 -0.2553 0.0 0.7125 0.0 0.2791 571.0 0.6673 0.6952 -15.985 -2.7995 27.965 15.1393