Clarifying metrics for analysis
I want to be concise and only ask when needed. It would be helpful to clarify the metrics and competitions involved. I could offer two options: either I fetch public data and compute, or they provide the numbers. Since we're in the 2024-25 mid-season (December 2025), the first 16 matches likely include league and UCL group stage games. Without network access, I can't guarantee correctness, so asking clarifying questions seems best. I could propose metrics for the analysis while keeping it concise.Proposing data scraping options
I can suggest creating a small Python script to scrape data from Transfermarkt or FBref, or use the Fotmob API. But first, I need to ask a couple of clarifying questions: Which competitions and metrics should I focus on? I can provide default values like all competitions and core metrics. Should I also ask if they want a table included? Additionally, I'd like to clarify if they're referring to last season's matches or this season's. Once I have their confirmation, we can fetch the data via FBref.
想确认下范围后给你精确对比：
- 你要比哪类比赛的“前16场”？仅西甲，还是“所有正式比赛合计”（西甲+欧冠+西超杯/国王杯）？
- 需要哪些指标？常见有：胜/平/负、进球/失球、场均进失球、净胜球、射门/射正、xG/xGA、控球率、PPDA、转化率、门将扑救率等。
- 比较对象是：上赛季巴萨前16场（主帅主要是哈维） vs 本赛季弗里克巴萨前16场，对吗？
确认后我可以：
- 抓取公开数据（如 FBref/Opta聚合）计算并给出汇总表与要点；
- 若你已有数据源/文件，也可直接用它生成对比图表。