# Influence of Game Indicators on the Ranking of Teams in the Spanish Soccer League
## 3 Results
### Final Ranking of the LaLiga Teams
\begin{table}
\begin{tabular}{c c c c c c c c c c c c c c} \hline \hline \multirow{2}{*}{**Game Indicator**} & \multirow{2}{*}{**Ranking**} & \multicolumn{4}{c}{**Pre-COVID-19**} & \multicolumn{4}{c}{**COVID-19**} & \multicolumn{4}{c}{**Post-COVID-19**} \\ \cline{2-13}  & & \(M\) & \(SD\) & \(F\) & \(p\) (\(y^{2}\)) & \(M\) & \(SD\) & \(F\) & \(p\) (\(y^{2}\)) & \(M\) & \(SD\) & \(F\) & \(p\) (\(y^{2}\)) \\ \hline \multirow{3}{*}{Vellow cards} & Europe position & 2.47 & 1.61 & 19.53 & \textless{}0.001 \({}^{*}\) & 2.40 & 1.40 & 4.50 & 0.01 \({}^{*}\) & 2.05 & 1.39 & 6.14 & 0.00 \({}^{*}\) \\  & Middle position & 2.77 & 1.55 & & (0.01) & 2.63 & 1.57 & & (0.01) & 2.41 & 1.48 & & (0.00) \\  & Regionation position & 2.89 & 1.63 & & & 2.89 & 1.58 & & & 2.04 & 1.29 & & \\ \hline \multirow{3}{*}{Red cards} & Europe position & 0.11 & 0.32 & 4.32 & 0.01 \({}^{*}\) & 0.07 & 0.27 & 4.17 & 0.02 \({}^{*}\) & 0.07 & 0.25 & 2.41 & 0.09 \\  & Middle position & 0.11 & 0.34 & (0.00) & 0.14 & 0.39 & & (0.01) & 0.11 & 0.34 & & (0.01) \\  & Regionation position & 0.16 & 0.40 & & & 0.16 & 0.39 & & & & 0.06 & 0.24 & \\ \hline \multirow{3}{*}{Ball possession} & Europe position & 53.77 & 10.97 & 140.17 & \textless{}0.001 \({}^{*}\) & 55.16 & 11.08 & 50.11 & \textless{}0.001 \({}^{*}\) & 57.63 & 10.80 & 96.19 & 0.001 \({}^{*}\) \\  & Middle position & 48.43 & 10.28 & & (0.07) & 47.83 & 10.49 & & (0.12) & 45.37 & 11.73 & & (0.20) \\  & Regionation position & 46.45 & 9.93 & & & 45.19 & 10.62 & & & 47.64 & 10.50 & & \\ \hline \multirow{3}{*}{Total shots} & Europe position & 13.42 & 5.19 & 96.36 & \textless{}0.001 \({}^{*}\) & 12.45 & 4.64 & 13.68 & \textless{}0.001 \({}^{*}\) & 12.52 & 4.73 & 41.68 & \textless{}0.001 \({}^{*}\) \\  & Middle position & 11.30 & 4.36 & & (0.05) & 10.58 & 4.46 & & (0.04) & 9.36 & 4.02 & & (0.10) \\  & Regionation position & 11.00 & 4.39 & & & 11.09 & 4.29 & & & 10.76 & 4.44 & & \\ \hline \multirow{3}{*}{Shots on goal} & Europe position & 5.19 & 2.71 & 152.47 & \textless{}0.001 \({}^{*}\) & 4.61 & 2.42 & 19.46 & \textless{}0.001 \({}^{*}\) & 4.61 & 2.37 & 40.51 & \textless{}0.001 \({}^{*}\) \\  & Middle position & 3.86 & 2.13 & & (0.07) & 3.57 & 2.13 & & (0.05) & 3.16 & 1.85 & & (0.10) \\  & Regionation position & 3.63 & 2.11 & & & 3.54 & 1.89 & & & 3.43 & 1.80 & & \\ \hline \multirow{3}{*}{Shots off goal} & Europe position & 8.23 & 3.81 & 21.86 & \textless{}0.001 \({}^{*}\) & 7.85 & 3.86 & 4.21 & 0.02 \({}^{*}\) & 7.92 & 3.68 & 20.22 & \textless{}0.001 \({}^{*}\) \\  & Middle position & 7.44 & 3.51 & & (0.01) & 7.02 & 3.52 & & (0.01) & 6.20 & 3.19 & & (0.05) \\  & Regionation position & 7.37 & 3.47 & & & 7.54 & 3.46 & & & 7.33 & 3.70 & & \\ \hline \multirow{3}{*}{Free kicks} & Europe position & 15.66 & 4.55 & 2.75 & 0.06 & 15.15 & 4.45 & 1.82 & 0.16 & 16.01 & 5.52 & 1.38 & 0.25 \\  & Middle position & 16.01 & 4.43 & & (0.00) & 15.82 & 4.49 & & (0.05) & 16.49 & 5.02 & & (0.00) \\  & Regionation position & 15.68 & 4.85 & & & 15.54 & 4.01 & & & 16.93 & 5.42 & & \\ \hline \multirow{3}{*}{Comers} & Europe position & 5.47 & 2.99 & 40.96 & \textless{}0.001 \({}^{*}\) & 4.81 & 2.64 & 2.04 & 0.13 & 5.06 & 2.80 & 16.15 & \textless{}0.001 \({}^{*}\) \\  & Middle position & 4.67 & 6.63 & & (0.02) & 4.61 & 2.52 & & (0.01) & 3.88 & 2.49 & & (0.04) \\ \cline{1-1}  & Regionation position & 4.50 & 2.42 & & & 4.24 & 2.36 & & & 4.38 & 2.41 & & \\ \hline \hline \end{tabular}
\end{table} 
Table 5: Differences in game indicators according to the final ranking, independent of the pandemic period.