Weather, Attendance, and Nightlife Behaviour in Melbourne

Melbourne nigvhtlife can be unpredictable and so is the weather.

I’m interested in exploring Melbourne’s nightlife events because I’ve spent years running and observing them firsthand. Using my Eventbrite data as a proxy for attendance, I can analyze how external factors. Weather, time of year, affect turnout. While many attendees still decide spontaneously and pay at the door, the available data still provides valuable insights into broader behavioral trends across different nights and conditions. My paid events are only on Tuesdays and Thursdays evenings with only Christmas day not running.

To keep this analysis visually consistent with my existing projects, I’ve used the same CSS styling and design references from my website www.linguas.com.au

What we’re actually pulling as “attendance” here is the tickets sold per event date. These are paid tickets, not free tickets so it shows actual show ups.

You can see: - Normal nights cluster around ~4–6 tickets. - There are a few big spikes (10+) in ticket sales. - Attendance is volatile week to week — it’s not a smooth seasonal curve. Melbourne weather been Melbourne.

What the year actually looked like: - Melbourne is dry most nights; Long flat stretches of zero rain. - Rain comes in bursts (spikes) rather than steady drizzle. - Temperature drifts from ~30C+ in summer down to the mid-teens in winter, then back up. - This is the backdrop our events are running in. Our events are inside a Bar.

Rain - Most nights are dry; Other factors influencing attedence. - When it actually pours (10mm+), turnout drops. - You can feel people bail if it’s raining heavily.

Heat - Comfortable 18–25 C nights are reliable. - Very hot nights (30C+) don’t kill attendance however they don’t boost it either. - Indoors + aircon cushions the heat effect.

• Eventbrite (2025). Attendance and ticketing data from Linguas Language Exchange events, exported from the Eventbrite Organizer dashboard.
  Accessed October 2025 via https://www.eventbrite.com.au/

• Australian Bureau of Meteorology (BOM). Daily rainfall and maximum temperature data for Melbourne Airport Station.
  Retrieved from https://www.bom.gov.au/climate/data/

• R Packages: ggplot2 (Wickham et al.), dplyr (Wickham et al.), tidyr (Wickham et al.), lubridate (Grolemund & Wickham), revealjs (Allaire et al.)

• Guardado, W. (n.d.). Linguas Language Exchange. https://www.linguas.com.au