PREDICT Corners Using Shots & Possession | Linear Regression on Excel

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  • Опубликовано: 25 ноя 2024

Комментарии • 22

  • @excel_ladz
    @excel_ladz  11 месяцев назад +3

    G'day lads, let me know if you have any questions/suggestions 🔥 An explanation of how I built this Linear Regression Model is available here: www.patreon.com/posts/94652720?pr=true

  • @samuelwaring1981
    @samuelwaring1981 11 месяцев назад +3

    Couldn't have thought of how to this one myself. Very insightful ❤

  • @jaydenkouchoo2938
    @jaydenkouchoo2938 11 месяцев назад +2

    good video lad, thanks

  • @-Tharos-
    @-Tharos- 11 месяцев назад +1

    Brilliant as usual lad!

  • @jesuscuevas8706
    @jesuscuevas8706 10 месяцев назад +1

    Hey Excel LAD. First of all, THANK YOU!!!, So here's my question, some datas Kaggle file are blanks (corner kicks), how do you complete in these?

    • @excel_ladz
      @excel_ladz  10 месяцев назад +2

      Hi lad, say if Column A is the column of all corner kicks and some rows have blank values. I assume these blank values represent zero corners. So, you can create a new column, e.g. in Column B, and make an IF function. IF the cell ISBLANK, return 0, otherwise return the original value 🔥

  • @peterhorvath5372
    @peterhorvath5372 11 месяцев назад +1

    HI Excel LADZ I would be interested that such statistical data can be seen at the beginning of the video ( Home coners kicks,home pass ,home shots ,Away coners kicks, away possession,away shot) such where can i find data.

    • @excel_ladz
      @excel_ladz  11 месяцев назад

      Hi lad, that data can be found in the description of this video. It’s a link to a website called Kaggle, where somebody has kindly contributed the dataset of 2022-23 EPL Matches and the relevant stats. You can download this data, and then copy it into Excel 🔥

    • @peterhorvath5372
      @peterhorvath5372 11 месяцев назад +1

      @@excel_ladz me understand friend but in the future data how I will update.

    • @excel_ladz
      @excel_ladz  11 месяцев назад +1

      @@peterhorvath5372The shooting and possession stats will update by themselves if they are linked to Excel through a Power Query. Then, to refresh the data, you can go into the ‘Data’ tab and select ‘Refresh All’. This will refresh the link to the website Football Reference, and update the stats for you. As for the stats at the very start of the video, this can be considered as just historical data. I’ve just copied these values into the spreadsheet. You can always add more data (matches) into these stats to try and get a more accurate linear equation (due to the sample size increasing). I hope that answered your question lad 👍

  • @stickangg2275
    @stickangg2275 7 месяцев назад

    Hello! Can I add in someway what the odds for each team going O/u? For example what the odds is that Everton has more than 5.5 corners is?

  • @SalvatoreRovituso-u8k
    @SalvatoreRovituso-u8k 10 месяцев назад +1

    Is it possible to use it without ball poss? What is the formula then? I dont understand the *100 in the formula

    • @excel_ladz
      @excel_ladz  10 месяцев назад +1

      Hi lad, the *100 just makes it so that the input for possession is, for example, 60 rather than 60% or 0.6. You could definitely do it without ball possession; just run the regression on shots only 👍

  • @AidanThomson-yp1oi
    @AidanThomson-yp1oi 11 месяцев назад +2

    Is there anyway to recreate this in google sheets mate?

    • @excel_ladz
      @excel_ladz  11 месяцев назад +1

      Hi lad, absolutely 🔥 You can use the LINEST function to do this.

  • @basiliszag
    @basiliszag 11 месяцев назад +1

    Great thanks. Nonetheless you don't take into account the opponent correct? You assume that brighton is expected to have 6.28 regardless of playing vs fulham or liverpool etc?

    • @excel_ladz
      @excel_ladz  11 месяцев назад +1

      Hi lad, there's actually a small change in a team's Expected Corners when you change their opponent, as their Possession input into the regression formula will change. For example, if I've got two teams with an Average Possession of 60%. Using the formula at 6:10, both teams will be adjusted back to 50% (to total 100%). However, suppose Team B was changed to a Team with an Average Possession of 30%. Then, Team A's Possession input into their regression formula becomes 60/(60+30) = 66.7%. So there's a slight change when you change the opponent.
      As you say though, sometimes this change might not be significant enough when changing the matchup due to the simplicity of the model 👍

    • @basiliszag
      @basiliszag 11 месяцев назад +1

      @@excel_ladz great, thanks for clarifying this 👍🏻

  • @BetterCallBenedict
    @BetterCallBenedict 10 месяцев назад

    Good video lads. Is there a way i can have access to video that explains what each function is for and does and when to use it? Like Linear regressions, Poison Dist. ect. Im new to data science but im invested.

    • @excel_ladz
      @excel_ladz  10 месяцев назад

      Hi lad, I’m glad you liked it 🔥 I recommend you join the Excel LADZ Patreon (first link in the description). Along with explanations of all the videos (e.g. why and how to use correct probability distributions), you’ll get access to the Excel LADZ Discord where you can ask as many questions as you want 😃

  • @jameskelly7412
    @jameskelly7412 7 месяцев назад +1

    Can you do one with Random Forest too?

    • @excel_ladz
      @excel_ladz  7 месяцев назад +1

      Great idea lad! I’ll see what I can do. I know Python is now integrated into Excel - that could be of great help 💪