A football match can look straightforward on paper, but the numbers behind the fixture often provide a more useful picture of how the teams are performing.
Looking beyond the final scores can reveal whether a team is creating good chances, conceding too much pressure, benefiting from home advantage or dealing with important absences. Here are seven data points worth checking before kickoff.
1. Recent Form
The last five or 10 matches provide an initial view of how both teams have been performing, but the results should not be considered in isolation.
A run of victories against weaker opposition does not necessarily tell the same story as similar results against strong teams. It is also useful to separate league matches from cup and European fixtures when assessing the current level of a side.
Recent form becomes more meaningful when combined with the quality of opposition and whether matches were played at home or away.
2. Expected Goals and Expected Goals Against
Expected goals, commonly known as xG, measures the quality of scoring opportunities created by a team. Expected goals against, or xGA, looks at the quality of chances a team allows.
These figures can provide additional context when the actual scorelines are misleading. A team may have won several matches while producing relatively modest chances, while another side may have collected fewer points despite regularly creating better opportunities.
UEFA’s own match analysis uses xG alongside shots and possession to explain how teams perform during matches.
3. Shot Volume and Shot Quality
The number of shots matters, but where those shots come from matters even more.
A team taking 18 attempts from distance has a different attacking profile from one producing 10 efforts from dangerous areas inside the penalty box. Looking at shots on target, big chances, shots inside the box and shot locations can help explain how much pressure a team is actually putting on its opponent.
Official Premier League match data, for example, separates total shots, shots on target, shots inside and outside the box, big chances and touches in the opposition box.
4. Home and Away Performance
A team’s overall record can hide significant differences between its home and away performances.
Home fixtures may involve different tactical approaches, while away matches can require greater emphasis on defensive organisation and transitions. Comparing goals, xG, shots and results separately for home and away matches gives a clearer picture of the specific fixture.
Pre-match databases commonly include these situational splits because the same team’s performance profile can change considerably depending on the venue.
5. Injuries, Suspensions and Expected Lineups
Statistics describe what a team has produced, but team news helps explain who will be responsible for producing it.
An absent centre-back can change the defensive structure, while losing a regular midfielder or forward may affect pressing, chance creation or build-up play. The likely starting XI should therefore be checked alongside injury and suspension information.
This becomes particularly important close to kickoff because late team news can change the interpretation of earlier statistical data.
6. Tactical and Pressing Numbers
Possession alone does not necessarily indicate which team is controlling a match. It becomes more useful when combined with information about how that possession is being used.
Pressing figures such as PPDA, defensive actions and territorial data can help explain whether a team is trying to win the ball high up the pitch or allowing the opponent to build from deeper positions. Shot creation, defensive structure and penalty-area touches can also reveal how a particular playing style is working.
Recent Premier League analysis has demonstrated how possession, shots, touches in the box and xG can change significantly between halves.
7. Rest, Fixture Schedule and Match Context
The calendar should also be part of the analysis.
A team playing again after a short turnaround may approach the match differently from an opponent that has had several additional days to prepare. European commitments, domestic cups, international breaks and travel can all affect selection and preparation.
The importance of the fixture also matters. A league match immediately before or after a major European game can produce different team selections, while a late-season fixture may carry very different consequences depending on the standings.
Good pre-match analysis is therefore not about finding one decisive statistic. It is about putting several pieces of information together and understanding what they say about the teams on that particular day.