Some resource links to support your exploration of seasonal data.  We’re starting with Christmas but will be adding to this page over the coming months.


These Christmas datasets can help learners answer questions such as:

  • Are real Christmas trees more or less popular than articifial trees?
  • What countries post the most gifts?
  • What decade has the most white Christmases?
  • What is the most popular Christmas song?


Christmas Datasets from Data.World including Christmas tree sales in the US and Christmas Gifts in Romania.

Christmas Song sales from Kaggle

Open Christmas Data on the European Data Portal

Peak break-up times visualisation by Information is Beautiful

Christmas data visualisation blog by Matillion

2019 Christmas sales trends by the Centre for Retail Research

Visualising holiday data by Storytelling with data

US Christmas tree scent visualisation (Dec 2019) from Statista