Football Club Case Study
Development of a digital platform and automated sports statistics system for FC Neman
Project overview
The project involves the development of a comprehensive digital portal for the football club, featuring an integrated system for the automatic collection, processing and visualisation of sports statistics.
The main objective is to create a single digital tool that:
- automates the handling of match data
- eliminates manual data entry and errors
- ensures information is up to date in near real time
- provides fans and club staff with convenient access to statistics
The solution combines a web portal, an administrative system (SAP) and an automatic data parsing module.
Task
Problem
Before the system was implemented:
- data on matches and players was updated manually
- there was a high risk of errors (surnames, minutes, events)
- there was no unified data structure
- statistics were updated with delays
- there was no connectivity between entities (players, matches, news)
Objective
To create a system that:
- automatically retrieves data from external sources
- standardises and synchronises it
- generates tournament and individual statistics
- provides convenient management via an admin panel
- scales to accommodate different teams and tournaments
Solution architecture
The system is built using a classic separation model:
Frontend (interface)
Responsible for the user experience:
- displaying statistics
- visualising matches and tournaments
- interactive elements
Backend (server-side logic)
Responsible for:
- data processing
- security
- business logic
- integrations
Technology stack:
Frontend:
- HTML / CSS / JavaScript
- Bootstrap (responsive design)
Backend:
- PHP (Symfony)
- MySQL
Infrastructure:
- Nginx
- Docker
- SSL
Key component — data automation system
Parser (Data Extraction Engine)
The central element of the system is the parsing module, which automatically retrieves data from official sources:
- abff.by
- championship.abff.by
Data extracted:
- team line-ups
- substitutions
- goals and assists
- cards
- league tables
- match reports
Implementation features:
- ‘stealth mode’ operation (protection against blocking)
- Interval-based data retrieval
- Resilience to changes in source structure
Data standardisation
Once received, the data undergoes mandatory processing:
1. Synchronisation with the player database
Each player is assigned a unique ID → duplicates and errors are eliminated
2. Normalisation of names
- legal names → user names
- standardised club format
3. Unification of formats
- dates → MySQL standard
- events → structured records
Working with the database
MySQL is used as a centralised storage system:
The following data is stored:
- players and staff
- matches
- events
- statistics
- tournament data
Features:
- Relationships between entities
- Multi-team support (players in multiple squads)
- Fast data retrieval for the UI
Tournament logic
The system automatically calculates:
Tournament table
Algorithm:
- Points
- Head-to-head results
- Goal difference
- Wins
- Goals scored
‘Match Grid’ (match matrix)
Allows you to:
- analyse results between teams
- visualise the season
All calculations are performed automatically when data is updated.
CMS — Content Management System
The admin panel allows you to manage the system without the involvement of developers.
SAP Features:
- Data editing
- Management of line-ups and formations
- Launching live broadcasts
- Manual entry of matches
- Parsing control
Important feature:
A fault-tolerance mechanism has been implemented:
- ability to disable the parser
- switch to cached data
- protection against performance degradation
Frontend and user experience
Key features:
- league tables
- match centre
- player profiles
- news and media
UX and responsiveness:
The website is optimised for:
- smartphones (quick access to matches)
- tablets (media and content)
- PCs (in-depth analytics)
Interactive features:
- data refresh without reloading
- form validation
- lazy loading
- animations
Infrastructure
Nginx
- load handling
- stable performance on match days
Docker
- environment isolation
- rapid deployment
SSL
- protection of user data
Result
Following the implementation of the system:
- manual entry of statistics has been completely eliminated
- data is updated automatically
- errors in player statistics have been rectified
- the speed of information updates has been improved
- high operational stability has been ensured
Business value
For the club:
- reduced operating costs
- increased staff productivity
- improved data quality
For fans:
- up-to-date information
- user-friendly interface
- comprehensive statistics on all teams
Conclusion
The FC Neman project is not just a website, but a fully-fledged digital platform combining:
- data automation
- powerful backend logic
- user-friendly interface
The solution demonstrates Piplos Media’s expertise in developing high-load systems with integration of external sources and complex business logic.
