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npxGA= Expected goals againist without penalties and own goalsnpxG= Expected goals without penalties and own goalsnpxGD= The difference between "for" and "against" expected goals withoutpenalties and own goalsppda_att= Passes allowed per attack action in the opposit halfppda_def= Passes allowed per defensive action in the opposit halfoppda_att= Opponent passes allowed per attack action in the opposit halfoppda_def= Opponent passes allowed per defensive action in the opposithalfdeep= Passes completed within an estimated 20 yards of goal (crossesexcluded)deep_allowed= Opponent passes completed within an estimated 20 yards ofgoal (crosses excluded) match Serie Amatch la Ligamatch EPLmatch Bundesligamatch Ligue1xG Ligue1xG Serie AxG EPLxG la LigaxG Bundesligaxg all leaguesall matchesNode 150Node 152Node 154Node 157Node 158Node 162Node 163Node 164Node 165matches is trueNode 167Node 168Node 169Node 170Node 171cumulative number of matchesNode 173Node 174create cumulative xG, xGA, xpts, G, GA, ptsshift cumulative xGNode 177Node 178Node 179Node 180shift cumulative xGAtrasform dates of matchesadd xG team Hshift cumulative pointsNode 185Node 186Node 187add stats team Aset 0 first matches valuematches_h -1matches_a -1mean xG hmean xG aset 0 missing valuesshift cumulative XpointsNode 196Node 197shift cumulative GNode 199Node 200shift cumulative GANode 202Node 203mean xPTS hmean xPTS amean xGA amean xGA hmean G hmean G amean GA hmean PTS amean GA amean PTS hNode 214Node 215Node 216Node 217Node 218Node 219Node 220Node 221Node 222Node 223Node 224Node 225Node 226Node 227shift cumulative npxGshift cumulative npxGDshift cumulative npxGANode 231Node 232Node 233Node 234Node 235shift cumulative ppda_attNode 237Node 238shift cumulative deepshift cumulative deep_allowedNode 241shift cumulative ppda_defNode 243Node 244Node 245Node 246shift cumulative ppda_allowed_attshift cumulative ppda_coeffshift cumulative ppda_allowed_defshift cumulative ppda_allowed_coeffNode 251Node 252Node 253Node 254Node 255mean npxG hmean npxGA amean npxG amean npxGD amean npxGA hmean npxGD hmean deep amean ppda_att hmean deep_allowed hmean deep_allowed amean ppda_att amean deep hmean ppda_allowed_att hmean ppda_coeff hmean ppda_allowed_def hmean ppda_allowed_def amean ppda_allowed_att amean ppda_coeff amean ppda_allowed_coeff amean ppda_allowed_coeff h Python Source Python Source Python Source Python Source Python Source Python Source Python Source Python Source Python Source Python Source Concatenate Concatenate Sorter GroupBy GroupBy Concatenate Rule Engine Column Filter Moving Aggregation Group Loop Start Loop End Row Filter Column Rename Sorter Joiner Joiner Joiner Column Rename Loop End Group Loop Start Moving Aggregation Lag Column Group Loop Start Loop End Group Loop Start Loop End Lag Column String to Date&Time Joiner Lag Column Loop End Group Loop Start Column Rename Joiner Missing Value Math Formula Math Formula Math Formula Math Formula Missing Value Lag Column Loop End Group Loop Start Lag Column Loop End Group Loop Start Lag Column Loop End Group Loop Start Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Sorter Partitioning LogisticRegression Learner Logistic RegressionPredictor Rule Engine Scorer Statistics Math Formula Math Formula Loop End Loop End Group Loop Start Group Loop Start Loop End Lag Column Lag Column Lag Column Group Loop Start Group Loop Start Group Loop Start Loop End Loop End Lag Column Group Loop Start Loop End Lag Column Lag Column Loop End Lag Column Group Loop Start Group Loop Start Loop End Loop End Lag Column Lag Column Lag Column Lag Column Loop End Group Loop Start Group Loop Start Group Loop Start Loop End Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula npxGA= Expected goals againist without penalties and own goalsnpxG= Expected goals without penalties and own goalsnpxGD= The difference between "for" and "against" expected goals withoutpenalties and own goalsppda_att= Passes allowed per attack action in the opposit halfppda_def= Passes allowed per defensive action in the opposit halfoppda_att= Opponent passes allowed per attack action in the opposit halfoppda_def= Opponent passes allowed per defensive action in the opposithalfdeep= Passes completed within an estimated 20 yards of goal (crossesexcluded)deep_allowed= Opponent passes completed within an estimated 20 yards ofgoal (crosses excluded) match Serie Amatch la Ligamatch EPLmatch Bundesligamatch Ligue1xG Ligue1xG Serie AxG EPLxG la LigaxG Bundesligaxg all leaguesall matchesNode 150Node 152Node 154Node 157Node 158Node 162Node 163Node 164Node 165matches is trueNode 167Node 168Node 169Node 170Node 171cumulative number of matchesNode 173Node 174create cumulative xG, xGA, xpts, G, GA, ptsshift cumulative xGNode 177Node 178Node 179Node 180shift cumulative xGAtrasform dates of matchesadd xG team Hshift cumulative pointsNode 185Node 186Node 187add stats team Aset 0 first matches valuematches_h -1matches_a -1mean xG hmean xG aset 0 missing valuesshift cumulative XpointsNode 196Node 197shift cumulative GNode 199Node 200shift cumulative GANode 202Node 203mean xPTS hmean xPTS amean xGA amean xGA hmean G hmean G amean GA hmean PTS amean GA amean PTS hNode 214Node 215Node 216Node 217Node 218Node 219Node 220Node 221Node 222Node 223Node 224Node 225Node 226Node 227shift cumulative npxGshift cumulative npxGDshift cumulative npxGANode 231Node 232Node 233Node 234Node 235shift cumulative ppda_attNode 237Node 238shift cumulative deepshift cumulative deep_allowedNode 241shift cumulative ppda_defNode 243Node 244Node 245Node 246shift cumulative ppda_allowed_attshift cumulative ppda_coeffshift cumulative ppda_allowed_defshift cumulative ppda_allowed_coeffNode 251Node 252Node 253Node 254Node 255mean npxG hmean npxGA amean npxG amean npxGD amean npxGA hmean npxGD hmean deep amean ppda_att hmean deep_allowed hmean deep_allowed amean ppda_att amean deep hmean ppda_allowed_att hmean ppda_coeff hmean ppda_allowed_def hmean ppda_allowed_def amean ppda_allowed_att amean ppda_coeff amean ppda_allowed_coeff amean ppda_allowed_coeff hPython Source Python Source Python Source Python Source Python Source Python Source Python Source Python Source Python Source Python Source Concatenate Concatenate Sorter GroupBy GroupBy Concatenate Rule Engine Column Filter Moving Aggregation Group Loop Start Loop End Row Filter Column Rename Sorter Joiner Joiner Joiner Column Rename Loop End Group Loop Start Moving Aggregation Lag Column Group Loop Start Loop End Group Loop Start Loop End Lag Column String to Date&Time Joiner Lag Column Loop End Group Loop Start Column Rename Joiner Missing Value Math Formula Math Formula Math Formula Math Formula Missing Value Lag Column Loop End Group Loop Start Lag Column Loop End Group Loop Start Lag Column Loop End Group Loop Start Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Sorter Partitioning LogisticRegression Learner Logistic RegressionPredictor Rule Engine Scorer Statistics Math Formula Math Formula Loop End Loop End Group Loop Start Group Loop Start Loop End Lag Column Lag Column Lag Column Group Loop Start Group Loop Start Group Loop Start Loop End Loop End Lag Column Group Loop Start Loop End Lag Column Lag Column Loop End Lag Column Group Loop Start Group Loop Start Loop End Loop End Lag Column Lag Column Lag Column Lag Column Loop End Group Loop Start Group Loop Start Group Loop Start Loop End Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula Math Formula

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