Championship xG difference (Goals - xG) by club: - Jordan James is now in the group that stands out in over performing their xG. Group includes Vipotnik, Whittaker, Thomas and Philogene. All have contributed 9 or more goals too. Quality and volume.

Patrick Agyemang vs Leo Scienza -Agyemang leads chances metrics but both are above 70th percentile. -Scienza leads creative metrics, being above 90th percentile in all creative metrics shown. -Scienza leads passing metrics where Agyemang is weaker. -Both are strong carriers.

Movements in Goals and xG from November to January : - Jovon Makama is the biggest positive mover, increasing his rate of Non-Penalty Goals per 90. - Haji Wright has slowed down from his early season success although he has started scoring again recently.

High number of Key Passes, shows he can link play and create opportunities for teammates. Carries into PA is linked to his movement, often receives through balls in behind and then carries into the penalty area.

Tommy Conway Profile: Movement = Really good, especially in behind and shown by his progressive passes received. Defensive Work = Really good, one of the leaders in Final Third Tackles. Chances - Involved in lots of chances but struggles to finish (very low Goals - xG score).

Championship Chance Creation: -Leo Scienza is the league leader in Shot-Creating Actions per 90. -Jack Clarke and Imran Louza lead Expected Assists per 90. Top group includes; Hamer, Roberts, Johnston, Chair and Nunez. - Ryan Giles and Jack Stacey show high quality per action.

Championship Pass Creativity: - Nunez leads in Assists per 90, the group alongside him includes; Johnston, Murphy, Doughty and Giles. - Group of Louza, Scienza, Roberts, Hamer and Chair are leaders in Expected Assists per 90 and generally have close to Expected = Actual levels.

Championship Non-Penalty Goals: -Makama has continued his fine form and is now 3rd in Non-Penalty Goals per 90. -Vipotnik has been consistently scoring all season and is now joint top goalscorer (11). He also massively outscores his xG. -Simms leads both metrics with 10 goals.

Rumarn Burrell vs Richard Kone - Bad news for QPR as Burrell out injured until March. - Both players have similar profiles, it will be interesting to see if Kone can improve his goal output to match Burrell. - Will QPR go out and sign someone or find a solution in house?

Championship Goal Contributions: - Ellis Simms leads Goal Contributions per 90. Brandon Thomas-Asante is 3rd after Oli McBurnie. - Sorba Thomas and Adam Armstrong lead in real terms with 15 each.

Championship Crossers: - Femi Azeez, Ryan Giles and Thierry Small are leaders in Completed Crosses per 90 whilst attempting just over 7. - Lewie Coyle has one of the highest Crossing Completion rates and 5th in Completed. - Josh Murphy leads Crosses per 90 averaging 10.5.

Swansea Rolling xG and xGA + Points per Game: - Improvement after manager change is clear. Swansea now have their highest points per game and longest run in a positive xG difference of the season. - Vitor Matos has improved both their attacking and defending underlying numbers.

Number of players in 90+ Percentile for xG (Under performing xG): Ipswich - 2 Bristol - 1 Norwich - 1 Middlesborough - 1 Blackburn - 1 Stoke - 1 Leicester - 1 Southampton - 1

Number of players in 90+ Percentile for Non-Penalty (Over performing xG): Ipswich - 2 Leicester - 2 Stoke - 2 Coventry - 2 Swansea - 1 Middlesborough - 1 Derby - 1 Sheffield United - 1 Watford - 1 Portsmouth - 1 QPR - 1 Southampton - 1 Bristol - 1 Wrexham - 1 Oxford - 1

Championship Non-Penalty Goals and xG by teams: Number of players in 90+ Percentile for Non-Penalty Goals and xG: Coventry - 3 PNE - 3 Hull - 3 Norwich - 1 Southampton - 1 QPR - 1 Blackburn - 1 Birmingham - 1 Wrexham - 1 Millwall - 1 Ipswich - 1 West Brom - 1

Championship Pressing: Shot Creating Actions (Defensive Action) - Attacking Third Tackles (Possession Adjusted) - Morris leads considering both metrics. Maamma, Cajuste and Armstrong all in top 10% of both. - Azeez leads in SCA (Defensive). - Roberts and Soumare lead Tackles.

https://t.co/yNMRkQ6Tts

Championship Involvement + Efficiency (Z-Scores):

Groups: High Involvement + Efficiency: Hackney, Grimes, Louza, Morris, Bannon High Efficiency + Involvement : Hamer, Chair, Rudoni, Scienza, Johnston, Roberts, Clarke High Efficiency + Lower Involvement: Murphy, Dembele, Manhoef, Emakhu, Robinson

Championship Involvement + Efficiency Scores: - Hackney group are all action technical players, lead involvement whilst maintaining high efficiency. - Rudoni group are key creators with high efficiency + involvement. - Murphy leads group with high efficiency but less involved.