soccer-nwsl-2016-ramyrr25d2 soccer-nwsl-2016-raMyrr25d2 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 ashley-nick Ashley Nick CM False 112.0 0.0 0.0 0.0 0.0 0.0 0.0 1.0 0.0 0.03 -0.03 0.0 0.03 0.0 0.0 33.0 0.8182 0.8403 -0.731 -2.2152 20.8746 3.0764 caroline-casey Caroline Casey GK False 952.0 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 0.0 321.0 0.6012 0.5838 5.5967 1.7435 38.4829 32.1476 41.0 14.0 26.0 0.1463 12.4032 1.5968 1.1287 caroline-stanley Caroline Stanley GK False 1003.0 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 0.0 366.0 0.5847 0.6529 -24.9432 -6.8151 36.6594 30.2889 53.0 16.0 37.0 0.1509 10.9654 5.0346 1.4591 catherine-zimmerman Catherine Zimmerman W False 280.0 1.0 0.0 0.0 0.0372 -0.0372 -0.0372 2.0 0.0 0.1918 -0.1918 0.0 0.229 0.0 0.0183 72.0 0.6528 0.7421 -6.4277 -8.9274 14.6381 1.1066 christie-pearce Christie Pearce CB False 1955.0 2.0 0.0 0.0 0.2873 -0.2873 -0.2873 4.0 0.0 0.2103 -0.2103 0.0 0.4977 0.0 0.2515 840.0 0.7726 0.7746 -1.6601 -0.1976 23.1505 11.2966 coco-goodson CoCo Goodson CB False 13.0 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 0.0 0.0 0.0 0.0 0.0 0.0 0.0 danielle-schulmann Danielle Schulmann CM False 55.0 1.0 1.0 0.0 0.0495 0.1638 -0.0495 0.0 0.0 0.0 0.0 0.0 0.0495 0.0 0.0447 14.0 0.6429 0.7136 -0.9908 -7.0768 18.2408 -2.3405 dominique-richardson Dominique Richardson CB False 66.0 2.0 1.0 0.0 0.0561 -0.0324 -0.0561 0.0 0.0 0.0 0.0 0.0 0.0561 0.0 0.0354 23.0 0.5652 0.5362 0.6676 2.9027 21.0295 14.0781 erica-skroski Erica Skroski FB False 1950.0 3.0 1.0 1.0 0.3275 0.3072 0.6725 5.0 0.0 0.531 -0.531 1.0 0.8585 0.0307 0.0622 832.0 0.738 0.7444 -5.3708 -0.6455 19.2615 8.1623 erin-simon Erin Simon FB False 1728.0 0.0 0.0 0.0 0.0 0.0 0.0 9.0 2.0 0.7542 1.2458 2.0 0.7542 0.0 0.0 807.0 0.6629 0.7027 -32.0639 -3.9732 19.5308 9.1202 kelley-ohara Kelley O'Hara FB False 1109.0 19.0 5.0 1.0 0.8828 -0.1145 0.1172 20.0 2.0 0.9557 1.0443 3.0 1.8385 0.0628 0.7689 627.0 0.6348 0.665 -18.9617 -3.0242 22.9488 9.0022 kelly-conheeney Kelly Conheeney ST False 652.0 12.0 6.0 1.0 0.9413 -0.155 0.0587 9.0 0.0 0.7988 -0.7988 1.0 1.7402 0.3334 0.7513 216.0 0.6991 0.7437 -9.6435 -4.4646 18.0701 3.0008 kimberly-decesare Kimberly DeCesare ST False 260.0 4.0 1.0 0.0 0.2887 -0.186 -0.2887 2.0 0.0 0.0725 -0.0725 0.0 0.3612 0.0 0.1903 68.0 0.6471 0.6809 -2.3035 -3.3875 16.5954 0.2666 kristin-grubka Kristin Grubka CB False 1388.0 3.0 1.0 0.0 0.1146 -0.0822 -0.1146 3.0 1.0 0.3131 0.6869 1.0 0.4278 0.0 0.129 552.0 0.7083 0.7222 -7.65 -1.3859 24.9755 11.2514 leah-galton Leah Galton W False 1108.0 18.0 9.0 3.0 2.0123 0.6145 0.9877 14.0 4.0 1.7261 2.2739 7.0 3.7384 2.2878 1.2428 303.0 0.604 0.6174 -4.072 -1.3439 20.0796 2.3601 maya-hayes Maya Hayes ST False 826.0 12.0 6.0 3.0 1.8297 -0.1626 1.1703 9.0 0.0 0.4538 -0.4538 3.0 2.2835 1.597 0.8088 229.0 0.6812 0.7037 -5.1507 -2.2492 17.9394 -1.3074 natasha-kai Natasha Kai ST False 1496.0 38.0 19.0 4.0 4.878 -2.558 -0.878 15.0 1.0 1.5455 -0.5455 5.0 6.4236 2.4871 3.2666 329.0 0.617 0.6367 -6.4638 -1.9647 16.7621 2.3687 nikki-stanton Nikki Stanton DM False 475.0 3.0 1.0 0.0 0.0735 -0.0551 -0.0735 2.0 0.0 0.1806 -0.1806 0.0 0.2541 0.0 0.0531 180.0 0.7778 0.8093 -5.6651 -3.1473 21.5669 3.4069 rocky-rodríguez Rocky Rodríguez CM False 1567.0 26.0 11.0 1.0 1.0224 0.0337 -0.0224 11.0 1.0 0.95 0.05 2.0 1.9724 0.5998 0.8734 658.0 0.7781 0.7843 -4.0984 -0.6229 19.81 4.7723 sam-kerr Sam Kerr ST False 679.0 25.0 12.0 5.0 2.372 0.0353 2.628 6.0 0.0 0.4518 -0.4518 5.0 2.8237 3.3221 1.4565 198.0 0.6061 0.6497 -8.6482 -4.3678 17.4483 3.1476 sarah-woldmoe Sarah Woldmoe DM False 1728.0 13.0 7.0 3.0 3.7496 -0.1631 -0.7496 22.0 1.0 1.3435 -0.3435 4.0 5.0931 1.7184 2.0368 944.0 0.7722 0.7631 8.6126 0.9124 22.4816 7.5703 shawna-gordon Shawna Gordon CM False 495.0 6.0 1.0 0.0 0.3579 -0.2916 -0.3579 2.0 0.0 0.088 -0.088 0.0 0.4459 0.0 0.2973 176.0 0.7273 0.7439 -2.9341 -1.6671 19.7396 4.3131 taylor-lytle Taylor Lytle W False 1608.0 19.0 3.0 1.0 0.8033 -0.4387 0.1967 16.0 2.0 1.3666 0.6334 3.0 2.1699 0.4554 0.5445 593.0 0.7403 0.748 -4.5866 -0.7735 18.5869 3.2712