--- title: "The Premier League meets Power Bi: Part 1" description: "Since the new Premier League football season kicked off recently, I decided to run an analysis into the previous season: I wanted to see if Power Bi could break down ‘the stats that win the league’ to answer that all-important question – can we predict the winner of the Premier League using Data Science?" image: https://content.dsp.co.uk/hubfs/Large%20football%20stadium%20with%20lights%20under%20cloudy%20sky.jpeg --- [![DSP From Ground to Cloud](https://content.dsp.co.uk/hubfs/Logos/DSP%20From%20Ground%20to%20Cloud/DSP-Logo-Colour-From-Ground-to-Cloud.svg "DSP From Ground to Cloud")](https://dsp.co.uk) [![DSP From Ground to Cloud](https://content.dsp.co.uk/hs-fs/hubfs/2023/Logos/DSP/DSP-Logo-2019-White-600px.png?width=70&height=72&name=DSP-Logo-2019-White-600px.png "DSP From Ground to Cloud")](https://dsp.co.uk) - Services - Consulting Services - [Oracle](https://www.dsp.co.uk/oracle-consultancy) - [Microsoft](https://www.dsp.co.uk/sql-server-consultancy) - [Google](https://www.dsp.co.uk/google-cloud-consultancy) - [Architecture](https://www.dsp.co.uk/solution-design-and-architecture) - Managed Services - [Oracle Managed Services](https://www.dsp.co.uk/oracle-managed-services) - [SQL Server Managed Services](https://www.dsp.co.uk/sql-server-managed-services) - [OCI Managed Services](https://www.dsp.co.uk/oracle-cloud-infrastructure-managed-services) - [Azure Managed Services](https://www.dsp.co.uk/azure-managed-services) - [On Premise Apps Managed Services](https://www.dsp.co.uk/application-managed-services) - [Cloud Apps Managed Services](https://www.dsp.co.uk/oracle-cloud-applications-services) - Licensing and SAM - [Oracle Licensing](https://www.dsp.co.uk/oracle-licensing-services) - [Software Asset Management](https://www.dsp.co.uk/oracle-software-asset-management-sam) - Application Services - [Application Development](https://www.dsp.co.uk/software-development) - [Application Modernisation](https://www.dsp.co.uk/legacy-software-modernisation) - [Oracle Forms to Oracle APEX](https://www.dsp.co.uk/oracle-forms-to-oracle-apex) - [Application Extensions](https://www.dsp.co.uk/software-customisation) - [Archiving Solutions](https://www.dsp.co.uk/application-archiving-solution) - [Application Hosting](https://www.dsp.co.uk/oracle-apex-hosting-services) - [Development Training](https://www.dsp.co.uk/oracle-apex-training) - Data Science - [AI Strategy](https://www.dsp.co.uk/ai-strategy) - [Responsible AI and Governance](https://www.dsp.co.uk/responsible-ai) - [Agentic AI](https://www.dsp.co.uk/agentic-ai) - [Data Management for AI](https://www.dsp.co.uk/data-management) - [Power BI](https://www.dsp.co.uk/power-bi-services) - [Microsoft Fabric](https://www.dsp.co.uk/microsoft-fabric-services) - [Machine Learning](https://www.dsp.co.uk/oci-machine-learning) - Cloud Migration and Management - [Cloud Readiness and Design](https://www.dsp.co.uk/oracle-cloud-readiness-assessment) - [Migration to Fusion and Cloud Applications](https://www.dsp.co.uk/oracle-cloud-application-modernisation) - [Migration to Cloud Infrastructure](https://www.dsp.co.uk/oracle-cloud-migration) - [Private Cloud](https://www.dsp.co.uk/oracle-private-cloud-services) - [Database@ Hyperscaler](https://www.dsp.co.uk/multicloud-management) - [FinOps and Optimisation](https://www.dsp.co.uk/optimise-oracle-cloud-infrastructure) - Integration and APIs - [API Management](https://www.dsp.co.uk/api-development-services) - [GoldenGate](https://www.dsp.co.uk/oracle-goldengate-services) - Disaster Recovery and Security - [Disaster Recovery](https://www.dsp.co.uk/oracle-database-disaster-recovery-solutions) - [Security Compliance](https://www.dsp.co.uk/data-security) - [Cloud Security](https://www.dsp.co.uk/cloud-security)   ![Oracle Partner, Microsoft Partner and Google Partner](https://content.dsp.co.uk/hubfs/logo-2021/Partner-logos/multiple-vendor/rectangle-2022/Partner-logos-rectangle-Nov21.svg) #### Getting to know us - [About us](https://www.dsp.co.uk/about) - [What we do](https://www.dsp.co.uk/what-we-do) - [Leadership](https://www.dsp.co.uk/dsp-product-leads) - [Careers](https://www.dsp.co.uk/careers) - Technologies - Oracle Cloud Infrastructure - [Oracle Cloud Infrastructure](https://www.dsp.co.uk/oracle-cloud-infrastructure-services) - [IaaS](https://www.dsp.co.uk/iaas) - [PaaS](https://www.dsp.co.uk/paas-security) - Oracle Database - [Oracle Database](https://www.dsp.co.uk/oracle-database-consulting) - [Autonomous Database](https://www.dsp.co.uk/oracle-autonomous-database-services) - [MySQL and Heatwave](https://www.dsp.co.uk/mysql-services) - [Oracle APEX](https://www.dsp.co.uk/oracle-apex-services) - Oracle Engineered Systems - [Oracle Exadata](https://www.dsp.co.uk/exadata-database-service-consultancy) - [Oracle Database Appliance](https://www.dsp.co.uk/oracle-database-appliance) - Oracle Applications - [Oracle Fusion and Cloud Applications](https://www.dsp.co.uk/oracle-fusion-services) - [Oracle E-Business Suite](https://www.dsp.co.uk/oracle-ebs-services) - [JD Edwards](https://www.dsp.co.uk/jd-edwards-services) - [Peoplesoft](https://www.dsp.co.uk/oracle-peoplesoft-services) - [Hyperion](https://www.dsp.co.uk/oracle-hyperion-services) - Microsoft - [SQL Server](https://www.dsp.co.uk/sql-server-consultancy) - [Microsoft Azure](https://www.dsp.co.uk/microsoft-azure-services) - [Power BI](https://www.dsp.co.uk/power-bi-services) - [Microsoft Fabric](https://www.dsp.co.uk/microsoft-fabric-services) - Google - [Google Cloud Platform (GCP)](https://www.dsp.co.uk/google-cloud-partner) - Multicloud and Database Hyperscaler - [Oracle Database@Azure](https://www.dsp.co.uk/oracle-databaseazure-partner) - [Oracle Database@GCP](https://www.dsp.co.uk/google-cloud-machine-learning) - [Oracle Database@AWS](https://www.dsp.co.uk/amazon-web-services-aws) - [Oracle Azure Interconnect](https://www.dsp.co.uk/oracle-microsoft-multicloud) - Open Source Database - [PostgreSQL](https://www.dsp.co.uk/postgresql-services) - [MySQL](https://www.dsp.co.uk/mysql-services) - [MariaDB](https://www.dsp.co.uk/migration-from-mariadb-to-mysql) #### Managed Services - [Oracle Database](https://www.dsp.co.uk/oracle-managed-services) - [SQL Server](https://www.dsp.co.uk/sql-server-managed-services) - [MySQL](https://www.dsp.co.uk/mysql-support) #### Application Services - [Oracle Applications](https://www.dsp.co.uk/oracle-application-cloud-migration) - [Oracle APEX](https://www.dsp.co.uk/oracle-apex-services) - [Microsoft](https://www.dsp.co.uk/microsoft-partnership) - [ISV Services](https://www.dsp.co.uk/isv-support-and-services) #### Cloud Services - [Oracle Cloud Infrastructure](https://www.dsp.co.uk/oracle-cloud-services) - [Microsoft Azure](https://www.dsp.co.uk/microsoft-azure-services) - [Google Cloud Platform](https://www.dsp.co.uk/gcp-database) - [Multi-cloud](https://www.dsp.co.uk/oracle-microsoft-multicloud) #### Data Science - [Machine Learning](https://www.dsp.co.uk/machine-learning-consulting-services) - [Business Intelligence](https://www.dsp.co.uk/business-intelligence-services) - [Artificial Intelligence](https://www.dsp.co.uk/artificial-intelligence-consulting-services) #### Consulting Services - [Oracle](https://www.dsp.co.uk/oracle-consultancy) - [Microsoft](https://www.dsp.co.uk/sql-server-consultancy) - [Google](https://www.dsp.co.uk/google-cloud-consultancy) - [Cloud Migration](https://www.dsp.co.uk/cloud-migrations) #### Technology Solutions - [Engineered Systems](https://www.dsp.co.uk/oracle-engineered-systems-partner) - [Data Security](https://www.dsp.co.uk/data-security) - [Database Architecture](https://www.dsp.co.uk/solution-design-and-architecture) - [Disaster Recovery](https://www.dsp.co.uk/database-disaster-recovery) - Industries - [Finance](https://www.dsp.co.uk/finance) - [Healthcare](https://www.dsp.co.uk/healthcare-it-services) - [Travel and Transport](https://www.dsp.co.uk/database-solutions-for-travel-and-transport) - [Higher Education](https://www.dsp.co.uk/higher-education) - [Public Sector](https://www.dsp.co.uk/public-sector) - [Manufacturing](https://www.dsp.co.uk/manufacturing) - [Retail](https://www.dsp.co.uk/retail) - [Software Vendors](https://www.dsp.co.uk/isv-support-and-services) ### Recent case study: #### Oracle EBS Cloud Deployment Consolidating and Migrating assets into Oracle Cloud Infrastructure. [**![Oracle EBS Cloud Deployment](https://content.dsp.co.uk/hs-fs/hubfs/stonewater-logo%20(1).png?width=250&name=stonewater-logo%20(1).png)**](https://www.dsp.co.uk/stonewater)   #### Most Visited Pages - [Oracle Licensing](https://www.dsp.co.uk/oracle-licensing) - [Oracle Cloud Calculator](https://www.oracle-cloud-calculator.com/) - [Oracle Cloud Migration](https://www.dsp.co.uk/oracle-cloud-migration) - [Oracle Exadata Services](https://www.dsp.co.uk/oracle-exadata-services) - [Artificial Intelligence Services](https://www.dsp.co.uk/artificial-intelligence-consulting-services) #### - - [SQL Server Support](https://www.dsp.co.uk/sql-server-support) - [Oracle Support](https://www.dsp.co.uk/oracle-support) - [Google Cloud Consultancy](https://www.dsp.co.uk/google-cloud-consultancy) - [New Application Development](https://www.dsp.co.uk/oracle-apex-services) - [Azure Virtual Desktop](https://www.dsp.co.uk/azure-virtual-desktop) - Resources - [Gartner ](https://www.dsp.co.uk/complimentary-gartner-download) - [ISG](https://www.dsp.co.uk/isg-oracle-report) - [Blogs](https://www.dsp.co.uk/blogs) - [Case Studies](https://www.dsp.co.uk/case-studies) - [Testimonials](https://www.dsp.co.uk/testimonials) - [Events](https://www.dsp.co.uk/events) - [Webinars](https://www.dsp.co.uk/webinars) - [Insights](https://www.dsp.co.uk/insights) - [Technical Resources](https://www.dsp.co.uk/technical-resources) ### DSP-Explorer acquires leading Oracle Applications Managed Services Provider, Claremont, to further extend its data management capabilities.   [![Read More](https://no-cache.hubspot.com/cta/default/3321273/c7e13c9c-65e1-46e7-8541-8da86a4fc305.png)](https://cta-redirect.hubspot.com/cta/redirect/3321273/c7e13c9c-65e1-46e7-8541-8da86a4fc305) #### Resources - [Blogs](https://www.dsp.co.uk/blogs) - [Webinars](https://www.dsp.co.uk/webinars) - [Case Studies](https://www.dsp.co.uk/case-studies) - [Testimonials](https://www.dsp.co.uk/testimonials) - About - [About DSP](https://www.dsp.co.uk/about) - [What We Do](https://www.dsp.co.uk/what-we-do) - [DSP Group Board ](https://www.dsp.co.uk/dsp-group-board) - [Careers](https://www.dsp.co.uk/careers) - [Project Harar](https://www.dsp.co.uk/project-harar) - [Customer Area](https://www.dsp.co.uk/contact-us) - [Customer Support Portal](https://dspgroup-ism.ivanticloud.com/) - [Customer Resources](https://www.dsp.co.uk/welcome) - [Contact us](https://www.dsp.co.uk/contact-us) # The Premier League meets Power Bi: Part 1 [ Jack Breen ](https://content.dsp.co.uk/author/jack-breen) 29-Aug-2019 11:26:06 ### Contents [06-May-2021 11:57:59 Oracle Cloud – Taking the Premier League Experience to the Next Level ](https://content.dsp.co.uk/oracle-cloud-taking-the-premier-league-experience-to-the-next-level) [30-Aug-2019 11:46:09 The Premier League meets Power Bi: Part 2 ](https://content.dsp.co.uk/power-bi-premier-league-part-2) [03-Oct-2019 14:27:09 It’s official, New Zealand will win the 2019 Rugby World Cup! ](https://content.dsp.co.uk/rugby-world-cup-oracle-machine-learning) ## What makes the Premier League? ### **Analysis of the 2018/19 Premier League Season using Power Bi**   Since the new Premier League football season kicked off recently, I decided to run an analysis into the previous season: I wanted to see if Power Bi could break down ‘the stats that win the league’ to answer that all-important question – can we predict the winner of the Premier League using Data Science? Below are my findings, complete with visuals created in PowerBI and predictive models in R.  Through various sources I found an array of data, including statistical breakdowns of the individual matches and financial data about the teams, which were useful in trying to determine how the league is won. I've split my findings into 3 parts, of which Parts I and II (The Stats) are covered in this article, and Part III will be coming soon.   ### Part I: The Stats ### **Northern Powerhouse** This season the Premier League stretched geographically from Newcastle in the North-East to Bournemouth on the South coast.  The points in the image below are scaled by the number of points scored by the teams based at each location (and because the home stadiums of Chelsea and Fulham are in the same London borough, I’ve added a pie chart for clarity). We can see here that the two strongest areas of the country for football this season were the **North-West** and **London**, with six competing teams based in the North-West and seven teams based in London. This is standard for the Premier League, as 26 of the 27 league titles have been won by a team in one of these regions, with the only exception being 2015-16 champions Leicester City. [![Power BI Premier League](https://content.dsp.co.uk/hs-fs/hubfs/Picture1-1.png?width=712&name=Picture1-1.png)](https://content.dsp.co.uk/hubfs/Imported_Blog_Media/Picture1-2.png)   ### **The Stats that Win the League** Many different factors, and combinations of those factors, can be translated into points for a premier league team. The factors shown below are (clockwise from the top-left): **squad age, possession, passes, tackles, shots, yellow cards, squad size, and defensive clearances**. [![Power BI Premier League](https://content.dsp.co.uk/hs-fs/hubfs/Picture2.png?width=667&name=Picture2.png)](https://content.dsp.co.uk/hubfs/Imported_Blog_Media/Picture2_2.png) Here we see a positive linear relationship between points and possession, passes, and shots, and a negative linear relationship between points and defensive clearances, yellow cards and defensive tackles.  This might lead us to believe that you can win the league by simply keeping the ball, passing it around, and shooting a lot. Someone should tell Ole Gunnar Solskjaer! Of the statistics shown in the table above, the **least useful variables** are squad size and tackles. There does not appear to be a relationship between squad size and points, thus this variable is unlikely to be useful when building a model for the data. The negative trend of defensive tackles to points seems to be heavily influenced by the outlier that is Manchester City, and statistical analysis may show that there is not a strong enough relationship here to justify including this variable in a predictive model.   ### Part II: Money and Mediocrity ### **The Billion Pound Team** [![Power BI Premier League](https://content.dsp.co.uk/hs-fs/hubfs/Picture3-2.png?width=681&name=Picture3-2.png)](https://content.dsp.co.uk/hubfs/Imported_Blog_Media/Picture3.png) Players in the premier league last season had a combined market value of £8bn, which is four times the size of the yearly TV revenue of approximately £2bn. This money is not spread evenly; Manchester City, for example, have a squad worth one billion pounds sterling.  This wealth injustice is made evident by the disparity between the average and the median market values of the teams. **The top six clubs form an elite group** who scored the most goals, earned the most points and comprised almost half of the televised teams in the premier league this season.   ### **Hyperinflation in the transfer market – A small country of spending** ![Power BI Premier League](https://content.dsp.co.uk/hs-fs/hubfs/Picture4.png?width=300&name=Picture4.png) The funnel diagram shows how the Premier League has progressed from a net £20m spend in the 2010 transfer market to a net £1.1bn spend in the 2019 transfer market, an incredible 67 times increase. The gross expenditure by the teams was nearly £1.5bn this season, approximately equal to the GDP of the West African country Guinea-Bissau.   ### **It Pays to be Interesting ** The top six sides are all involved in many more televised games than any of the other teams. This is no doubt both **a result of and a cause of their success**, with televised games being chosen for their intrigue at the top of the league table, and with money the teams earn from these televised games allowing them to invest more into their teams than many of the lesser achieving teams. [![Power BI Premier League](https://content.dsp.co.uk/hs-fs/hubfs/Picture5-2.png?width=504&name=Picture5-2.png)](https://content.dsp.co.uk/hubfs/Imported_Blog_Media/Picture5.png) Four of the teams only had ten televised games each, which is the contractual minimum that the broadcasters can show. These teams were the midtable Southampton, Bournemouth and Watford, and bottom placed Huddersfield town, whose positions in the league did not cause much interest as they were not involved in a fight for European football, or a fight to survive in the Premier League. These teams had just over a quarter of their games televised, whereas Liverpool had three-quarters of their games televised.   ### **Leicester City – The Most Average Team** [![Power BI Premier League](https://content.dsp.co.uk/hs-fs/hubfs/Picture6.png?width=676&name=Picture6.png)](https://content.dsp.co.uk/hubfs/Imported_Blog_Media/Picture6.png) A team that certainly wasn’t boring in the previous few seasons, Leicester City managed to earn 52 points in the Premier League this season, just one point off the average.  They also managed to achieve a particularly average number of goals scored, goal difference, passes attempted and yellow cards, with an average pass accuracy, and even an average television revenue for the season. Other teams in the running for this prestigious crown, based on many of these statistics, are Everton, Wolves, and West Ham.  These four ‘average’ teams finished a slightly above-average 7th-10th in the table, demonstrating the positive skew in the league caused by the large disparity between the top six teams and the rest of the league.   Check out the final part of this article by [clicking](https://www.dsp.co.uk/power-bi-premier-league-part-2/) [here](https://www.dsp.co.uk/power-bi-premier-league-part-2/) to answer the big question - can data analytics be used to predict the outcome of this season's Premier League? [Artificial Intelligence](https://content.dsp.co.uk/topic/artificial-intelligence) [Microsoft](https://content.dsp.co.uk/topic/microsoft) [Azure](https://content.dsp.co.uk/topic/azure) [06-May-2021 11:57:59 Oracle Cloud – Taking the Premier League Experience to the Next Level ](https://content.dsp.co.uk/oracle-cloud-taking-the-premier-league-experience-to-the-next-level) [30-Aug-2019 11:46:09 The Premier League meets Power Bi: Part 2 ](https://content.dsp.co.uk/power-bi-premier-league-part-2) [03-Oct-2019 14:27:09 It’s official, New Zealand will win the 2019 Rugby World Cup! ](https://content.dsp.co.uk/rugby-world-cup-oracle-machine-learning) [Previous AI Tech North ](https://content.dsp.co.uk/ai-tech-north) [Next The Premier League meets Power Bi: Part 2 ](https://content.dsp.co.uk/power-bi-premier-league-part-2) #### Contact Sales Enquiries [+44 (0) 203 880 1686](tel:+4420%2038801686) Technical Support +44 (0) 330 058 8367 [enquiries@dsp.co.uk](mailto:enquiries@dsp.co.uk) #### Follow us #### Office Locations [**London (Head Office)**](https://www.google.com/maps/place/Fora+-+Chancery+House/@51.5174484,-0.1139686,198m/data=!3m2!1e3!5s0x48761adea956397d:0xb7585122cbe86fc0!4m6!3m5!1s0x48761b4b75bf77fb:0x97c4f0ad56af6d23!8m2!3d51.5174586!4d-0.1129066!16s%2Fg%2F11h_cy7xk5?entry=ttu&g_ep=EgoyMDI1MTAwOC4wIKXMDSoASAFQAw%3D%3D) [Chancery House](https://www.google.com/maps/place/Fora+-+Chancery+House/@51.5174484,-0.1139686,19z/data=!3m1!5s0x48761adea956397d:0xb7585122cbe86fc0!4m6!3m5!1s0x48761b4b75bf77fb:0x97c4f0ad56af6d23!8m2!3d51.5174586!4d-0.1129066!16s%2Fg%2F11h_cy7xk5?entry=ttu&g_ep=EgoyMDI1MDkyOS4wIKXMDSoASAFQAw%3D%3D) [53-64 Chancery Lane](https://www.google.com/maps/place/Fora+-+Chancery+House/@51.5174484,-0.1139686,19z/data=!3m1!5s0x48761adea956397d:0xb7585122cbe86fc0!4m6!3m5!1s0x48761b4b75bf77fb:0x97c4f0ad56af6d23!8m2!3d51.5174586!4d-0.1129066!16s%2Fg%2F11h_cy7xk5?entry=ttu&g_ep=EgoyMDI1MDkyOS4wIKXMDSoASAFQAw%3D%3D) [London](https://www.google.com/maps/place/Fora+-+Chancery+House/@51.5174484,-0.1139686,19z/data=!3m1!5s0x48761adea956397d:0xb7585122cbe86fc0!4m6!3m5!1s0x48761b4b75bf77fb:0x97c4f0ad56af6d23!8m2!3d51.5174586!4d-0.1129066!16s%2Fg%2F11h_cy7xk5?entry=ttu&g_ep=EgoyMDI1MDkyOS4wIKXMDSoASAFQAw%3D%3D) [WC2A 1QS](https://www.google.com/maps/place/Fora+-+Chancery+House/@51.5174484,-0.1139686,19z/data=!3m1!5s0x48761adea956397d:0xb7585122cbe86fc0!4m6!3m5!1s0x48761b4b75bf77fb:0x97c4f0ad56af6d23!8m2!3d51.5174586!4d-0.1129066!16s%2Fg%2F11h_cy7xk5?entry=ttu&g_ep=EgoyMDI1MDkyOS4wIKXMDSoASAFQAw%3D%3D) [**Leeds** Richmond House, Lawnswood Business Park, Leeds, LS16 6QY](https://www.google.com/maps/dir/53.8405223,-1.6062773/DSP-Explorer/@53.8404788,-1.6061783,17z/data=!4m9!4m8!1m1!4e1!1m5!1m1!1s0x4879591e5d204ac9:0x4e41b926d72adca!2m2!1d-1.6064847!2d53.8404842) [**Derby**](https://www.google.com/maps/place/Cubo+Pride+Park/@52.9142877,-1.4558952,331m/data=!3m2!1e3!5s0x4879f10728c1eea1:0x877f85530d38bf6!4m15!1m8!3m7!1s0x4879f1072b0e2ebb:0x7c717035ff049b12!2sPride+Pl,+Derby+DE24+8QR!3b1!8m2!3d52.913692!4d-1.4543743!16s%2Fg%2F1th7mf0r!3m5!1s0x4879f16809382b33:0x6fccc05b8500d970!8m2!3d52.914146!4d-1.4544105!16s%2Fg%2F11w4j8v8z2?entry=ttu&g_ep=EgoyMDI1MDYyMi4wIKXMDSoASAFQAw%3D%3D) [Cubo Pride Park,](https://www.google.com/maps/place/Cubo+Pride+Park/@52.9142877,-1.4558952,331m/data=!3m2!1e3!5s0x4879f10728c1eea1:0x877f85530d38bf6!4m15!1m8!3m7!1s0x4879f1072b0e2ebb:0x7c717035ff049b12!2sPride+Pl,+Derby+DE24+8QR!3b1!8m2!3d52.913692!4d-1.4543743!16s%2Fg%2F1th7mf0r!3m5!1s0x4879f16809382b33:0x6fccc05b8500d970!8m2!3d52.914146!4d-1.4544105!16s%2Fg%2F11w4j8v8z2?entry=ttu&g_ep=EgoyMDI1MDYyMi4wIKXMDSoASAFQAw%3D%3D) [1 Pride Place](https://www.google.com/maps/place/Cubo+Pride+Park/@52.9142877,-1.4558952,331m/data=!3m2!1e3!5s0x4879f10728c1eea1:0x877f85530d38bf6!4m15!1m8!3m7!1s0x4879f1072b0e2ebb:0x7c717035ff049b12!2sPride+Pl,+Derby+DE24+8QR!3b1!8m2!3d52.913692!4d-1.4543743!16s%2Fg%2F1th7mf0r!3m5!1s0x4879f16809382b33:0x6fccc05b8500d970!8m2!3d52.914146!4d-1.4544105!16s%2Fg%2F11w4j8v8z2?entry=ttu&g_ep=EgoyMDI1MDYyMi4wIKXMDSoASAFQAw%3D%3D) [Derby](https://www.google.com/maps/place/Cubo+Pride+Park/@52.9142877,-1.4558952,331m/data=!3m2!1e3!5s0x4879f10728c1eea1:0x877f85530d38bf6!4m15!1m8!3m7!1s0x4879f1072b0e2ebb:0x7c717035ff049b12!2sPride+Pl,+Derby+DE24+8QR!3b1!8m2!3d52.913692!4d-1.4543743!16s%2Fg%2F1th7mf0r!3m5!1s0x4879f16809382b33:0x6fccc05b8500d970!8m2!3d52.914146!4d-1.4544105!16s%2Fg%2F11w4j8v8z2?entry=ttu&g_ep=EgoyMDI1MDYyMi4wIKXMDSoASAFQAw%3D%3D) [DE24 8QR](https://www.google.com/maps/place/Cubo+Pride+Park/@52.9142877,-1.4558952,331m/data=!3m2!1e3!5s0x4879f10728c1eea1:0x877f85530d38bf6!4m15!1m8!3m7!1s0x4879f1072b0e2ebb:0x7c717035ff049b12!2sPride+Pl,+Derby+DE24+8QR!3b1!8m2!3d52.913692!4d-1.4543743!16s%2Fg%2F1th7mf0r!3m5!1s0x4879f16809382b33:0x6fccc05b8500d970!8m2!3d52.914146!4d-1.4544105!16s%2Fg%2F11w4j8v8z2?entry=ttu&g_ep=EgoyMDI1MDYyMi4wIKXMDSoASAFQAw%3D%3D) ** [Dublin](https://www.google.com/maps/search/Inniscarra,+Main+Street,+Rathcoole,+Dublin/@53.2810032,-6.4764674,17z/data=!3m1!4b1?entry=ttu)** [Inniscarra,](https://www.google.com/maps/search/Inniscarra,+Main+Street,+Rathcoole,+Dublin/@53.2810032,-6.4764674,17z/data=!3m1!4b1?entry=ttu) [Main Street,](https://www.google.com/maps/search/Inniscarra,+Main+Street,+Rathcoole,+Dublin/@53.2810032,-6.4764674,17z/data=!3m1!4b1?entry=ttu) [Rathcoole,](https://www.google.com/maps/search/Inniscarra,+Main+Street,+Rathcoole,+Dublin/@53.2810032,-6.4764674,17z/data=!3m1!4b1?entry=ttu) [Dublin](https://www.google.com/maps/search/Inniscarra,+Main+Street,+Rathcoole,+Dublin/@53.2810032,-6.4764674,17z/data=!3m1!4b1?entry=ttu) #### About Us DSP is a Data Management and Cloud Platform MSP that delivers enterprise grade support & consulting services for Oracle, Microsoft and Multi-Cloud technologies. ![Oracle Partner](https://content.dsp.co.uk/hubfs/logo-2021/Partner-logos/Oracle-logos/Colour/o-prtnr-cmyk-250.png) ![Microsoft Partner](https://content.dsp.co.uk/hubfs/Microsoft%20partner%20logos%20-%20July%202023/mic-sol-part-colour@200x.png) ![Google Cloud Partner](https://content.dsp.co.uk/hubfs/logo-2021/Partner-logos/GCP-Logos/Google-Cloud-Partner%20(1).svg) Registered Office: 30 City Road, London, EC1Y 2AB. Company Registration Number: 03898451 ```json { "@context" : "https://schema.org", "@type" : "BlogPosting", "dateModified" : "2024-10-01", "datePublished" : "2024-10-01", "headline" : "The Premier League meets Power Bi: Part 1", "image" : [ "https://www.dsp.co.uk/hubfs/Large%20football%20stadium%20with%20lights%20under%20cloudy%20sky.jpeg" ], "mainEntityOfPage" : { "@id" : "https://content.dsp.co.uk/premier-league-and-power-bi", "@type" : "WebPage" } } ```