Dan Q posted a note for GC54DEF WAG 6 – Water Break

This checkin to GC54DEF WAG 6 - Water Break reflects a geocaching.com log entry. See more of Dan's cache logs.

Working our way through the first part of the WAG series, we unfortunately had to skip this one without an adequate search: the area was crawling with ramblers, consulting their maps and chatting with one another, and I didn’t have a good excuse to stop and search. Maybe next time!

Dan Q found GC9BYME WAG 5a

This checkin to GC9BYME WAG 5a reflects a geocaching.com log entry. See more of Dan's cache logs.

The geopup struggles to understand why I sometimes insist on stopping our walks to go and poke around in the nearby trees, and this time was no exception. The hint could refer to one of several hiding places, and like a previous cacher I worried for a moment that the hiding place might have been destroyed by some recent logging work in this area, but nope: it’s still here! It was a little more-challenging to retreieve than it perhaps was originally, though, as a pile of branches has been placed between the path and the hiding place, but we found it in the end then pushed on across the road, waving to some friendly cyclists as we did so.

Dan Q found GC8C4TE WAG 5 – Battle

This checkin to GC8C4TE WAG 5 - Battle reflects a geocaching.com log entry. See more of Dan's cache logs.

Another excellent bit of camoflage here, on what has so-far appeared to be a well-loved but well-maintained series. The geopup and I went back and forth a few times before we found the correct host, but soon had the cache in hand. TFTC.

Dan Q found GC54DD8 WAG 4 – Chiltern Way Extension

This checkin to GC54DD8 WAG 4 - Chiltern Way Extension reflects a geocaching.com log entry. See more of Dan's cache logs.

Unfortunately, my dedicated GPSr had been left turned-on after my last geocaching/geohashing/whatever expedition, and I hadn’t realised until I was just setting off this morning. I tried to charge it in the car but it didn’t take on enough battery to make it worthwhile to bring it out, so I was working from my phone (whose GPSr is… adequate… usually), and my watch (whose GPSr is good, but whose user interface for caching is pretty pants).

But luckily for this cache at least my geosense brought me to exactly the right spot, and I quickly saw something that looked out of place. Imagine my delight when I pulled on it and the cache was in my hand. Fantastic stuff, TFTC.

Dan, wearing a grey hoodie over a white t-shirt, pets Demmy, a French Bulldog.

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Dan Q found GC54DB8 WAG 3 – Cleeve Corner

This checkin to GC54DB8 WAG 3 - Cleeve Corner reflects a geocaching.com log entry. See more of Dan's cache logs.

The time before last that I was in Goring – the first of my now-three visits – was for a birthday/garden party on 24 June 2018. My eldest – then only four years old – was getting a little bored of the grown-up conversations going on and I provided a distraction by taking her out to find GLW5FKG9 and GLW5EFV2 (the latter of which has since been archived).

I enjoyed the camoflage on this cache, but little did I know that it would be a theme throughout many of the caches in this series! FP awarded anyway, because it delighted me at the time. TFTC.

Dan Q found GC54DAM WAG 2 – Cow Hill

This checkin to GC54DAM WAG 2 - Cow Hill reflects a geocaching.com log entry. See more of Dan's cache logs.

The last time I was in Goring was on 9 June 2022, when I cycled here via Eynsham, Abingdon, and Didcot. I enjoyed a meal at at Whale Inn in Streatley, then meandered down into Goring in order to catch a tran part of the way home (I was feeling lazy). Another easy find here. TFTC.

Dan Q found GC54D9K WAG 1 – See the light

This checkin to GC54D9K WAG 1 - See the light reflects a geocaching.com log entry. See more of Dan's cache logs.

Ignoring times that I’ve passed-through, I’ve only ever visited Goring twice before. It’s time to rectify that! This morning, the dog and I drove down from Stanton Harcourt (near Witney), parked up, and begun our attempts at the first half of the WAG trail (along with a couple of others along the way).

Starting as we mean to continue, this was a very quick first find. TFTC.

Dan, wearing blue jeans and a grey hoodie, kneels alongside Demmy, a French Bulldog, on a dirt path between a forest and the wooden fences at the edge of some gardens.

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Are Geocache Logs Getting Shorter?

Background and hypothesis

When geocachers find a geocache, they typically “log” their find both in the cache’s paper logbook and on one of the online listing sites on which the cache’s coordinates can be found.1

Photograph showing a medium-sized geocache container with its contents laid-out around it: various pieces of swag for trade, plus a notebook.
A typical geocacher can find their cache container, logbook, swag, toothbrush, face flannel, soap, tin of biscuits, flask, compass, and most-importantly towel. Hang on, I’ve got my geekeries crossed again. Photo courtesy cachemania, used under a CC BY-SA license.

I’ve been finding and hiding geocaches for… a long while, so I’ve seen lots of log entries from people who’ve found my caches (and those of others). And it feels to me like the average length of a geocaching log entry is getting shorter.

Screenshot of a digital log entry from Geocaching.com, titled "MagicV77 found Grove Farm" on 22 August 2023. The entirety of the log entry itself is a thumbs-up emoji.
A single emoji is probably the shortest log entry I’ve ever seen. I’m not claiming that its cache deserves a longer log (it’s far from my best work!): just using it as an example of a wider trend towards shorter logs.

“It feels to me like…” isn’t very scientific, though. Let’s see if we can do better.

Getting the data

To test my hypothesis, I needed a decade or so of logs. I didn’t want to compare old caches to new caches (in case people are biased by the logs before them) so I used Geocaching.com’s own search to open the pages for the 500 caches closest to me that are each at least 10 years old.

Browser tab bar showing many hundreds of Geocaching.com tabs.
My browser hates me right now.

I hacked together a quick userscript to save all of the logs in a way that was easier than copy-pasting each of them but still didn’t involve hitting Geocaching.com’s API or automating bulk-scraping (which would violate their terms of service). Clicking each of several hundred tabs once every few minutes in the background while I got on with other things wasn’t as much of an ordeal as you might think… but it did take a while.

Needless to say I only had to go through the cycle a couple of times before I set up a keyboard shortcut.

I mashed that together into a CSV file and for the first time looked at the size of my sample data: ~134,000 log entries, spanning 20 years. I filtered out everything over 10 years old (because some of the caches might have no logs that old) and stripped out everything that wasn’t a “found it” or “didn’t find it” log.

That gave me a far more-reasonable ~80,000 records with which I could make Excel cry.2

Results

It looks like my hunch is right. The wordcount of “found” logs on traditional and multi-stage caches has generally decreased over time:

Graph showing word counts (log10) of geocache logs on different dates from August 2013 through August 2023, There's a slight downward trend.
“Found” logs are great for cache owner morale: a simple “TFTC” is a lot less-inspiring that hearing about your adventure to get to that point.

“Did not find” logs, which can be really helpful for cache owners to diagnose problems with their caches, have an even more-pronounced dip:

Graph showing word counts (log10) of geocache logs on different dates from August 2013 through August 2023, There's a pronounced downward trend.
Geocachers are just typing “Didn’t find it” and moving on. Without an indication of the conditions at the GZ, how long they spent looking, or an indication of whether the hint was followed, that doesn’t give a cache owner much to work with.

When I first saw that deep dip on the average length of “did not find” logs, my first thought was to wonder whether the sample might not be representative because the did-not-find rate itself might have fallen over time. But no: the opposite is true:

Graph showing how the "did not find" rate in my samples has climbed from an average of 4% to an average of 7.5% over the last decade.
A higher proportion than ever of geocachers are logging that they couldn’t find the cache, but they’re simultaneously saying less than ever about it.

Strangely, the only place that the trend is reversed is in “found” logs of virtual caches, which have seen a slight increase in verbosity.

Graph showing word counts (log10) of geocache logs on different dates from August 2013 through August 2023, There's a slight upward trend.
I initially assumed that this resulted from “virtual rewards” from 2017 onwards3 but this doesn’t make any sense because all of the caches in my study are 10+ years old: none of them can be “virtual rewards”.

Conclusion

Within the limitations of my research (80,000 logs from 500 caches each 10+ years old, near me), there are a handful of clear trends over the last decade:

  • Geocachers are leaving increasingly concise logs when they find geocaches.
  • That phenomenon is even more-pronounced when they don’t find them.
  • And they’re failing-to-find caches and giving up with significantly greater frequency.

Are these trends a sign of shortening attention spans? Increased use of mobile phones for logging? Use of emoji and acronyms to pack more detail into shorter messages? I don’t know.

I’d love to see some wider research, perhaps by somebody at Geocaching.com HQ (who has database access and is thus able to easily extract enough data for a wider analysis!). I’m also very interested in whether the identity of the cache finder has an impact on log length: is it impacted by how long ago they started ‘caching? Whether or not they have hidden caches of their own? How many caches they’ve found?

But personally, I’m just pleased to have been able to have a question in the back of my mind and – through a little bit of code and a little bit of data-mashing – have a pretty good go at answering it.

Footnotes

1 I have a dream that someday cache logging could be powered by Webmentions or ActivityPub or some similar decentralised-Web technology, so that cachers can log their finds on any site on which a cache is listed or even on their own site and have all the dots joined-up… but that’s pretty far-fetched I’m afraid. It’s not stopping some of us from experimenting with possible future standards, though…

2 Just for fun, try asking Excel to extrapolate a second-order polynomial trendline across 80,000 pairs of datapoints. Just don’t do it if you’re hoping to use your computer for anything in the next quarter hour.

3 With stricter guidelines on how a “virtual rewards” virtual caches should work than existed for original pre-2005 virtuals, these new virtuals are more-likely than their predecessor to encourage or require longer logs.

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Dan Q posted a note for GC3D6J8 The Leap Year Club

This checkin to GC3D6J8 The Leap Year Club reflects a geocaching.com log entry. See more of Dan's cache logs.

Enjoyed solving this puzzle, although possibly not 100% in the way the author intended (I spotted some mathematical quirks that gave me a shortcut/cut down the number of possibilities for matching first and surnames!). Now I just need to find an excuse to get over to the GZ and find it! (No idea how soon that’ll be, though!)

Solving this puzzle cache was inspired by a conversation on the Geoleaks forum.

Dan Q couldn’t find GC7Z2J6 Pinsley Wood by Olivia and Jessica

This checkin to GC7Z2J6 Pinsley Wood by Olivia and Jessica reflects a geocaching.com log entry. See more of Dan's cache logs.

No luck here this morning for the geopup and I. The undergrowth has come through incredibly thick your summer, and we had to work hard to hunt in likely locations. (The hint didn’t help much, as it wasn’t entirely clear which direction it assumed we were coming from, but the GPSr good looked good so I figure we were on the right spot.) Strangely, we did find a bauble (pictured) – did somebody decorate these woods for Christmas, I wonder?

A green bauble buried in the mossy/grassy undergrowth of a forest floor.

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Dan Q found GC5J1PP Badger’s First Sett

This checkin to GC5J1PP Badger's First Sett reflects a geocaching.com log entry. See more of Dan's cache logs.

Easy find while out on a dog walk. Not been out this side of the wood before! Might have struggled to find the GZ were it not for the remnants of a “geo trail” through the dense undergrowth, which was thick enough that the pooch’s little legs couldn’t take her the last 5 metres and I had to press on alone. Soon, though, the cache was in hand and I was able to return to my four-legged furry friend and continue on our way. TFTC!

Dan, wearing a purple "Woo" t-shirt, crouches by Demmy, a champagne-coloured French Bulldog, in a path through the long grass between a wood and a field. In the distance, the church spire of St Peter & St Paul at Church Hanborough can be seen protuding above the treeline.

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Dan Q found GC340EG Leslie

This checkin to GC340EG Leslie reflects a geocaching.com log entry. See more of Dan's cache logs.

I find myself in Cropredy but once a year, at most, and for the obvious reason. The festival atmosphere, not to mention the hordes of revellers, does not in general bode well for a successful geocaching expedition! But I’ve persisted, mostly by virtue of being an early riser than most of the partygoers and inclined towards a swift morning constitutional (as mentioned here), and I’ve gradually picked off each of the local caches bar this one and a multi that’s somewhat incompatible with the festival.

This time last year I came very near to this GZ while hunting for GC9GK2V “Mr Impossible”, but it was coming close to the time I anticipated that the kids would wake up and demand breakfast, so I turned around before reaching “Leslie”. This year I’ve pressed directly on to this cache, thankful for the cool damp air through which my brisk walk took me compared to last year’s saunalike heat.

As others have noted, the cache container has seen better days but it’s still just about holding together (insert your own joke about aging folk rockers here). Regardless, a delightful morning walk before a day of music. SL, TFTC.

Dan, on a path through a young cornfield, stares towards the distant clouds.

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Dan Q found GC340FP Sanders

This checkin to GC340FP Sanders reflects a geocaching.com log entry. See more of Dan's cache logs.

I managed to log most of the local geocaches during last year’s Fairport by getting up early each morning (1, 2, 3, 4, 5, 6, 7), while the other revellers were still nursing their hangovers, but I wasn’t able to retrieve this muddle-laden one. This year I had better luck and the kids, dog and I soon had it in hand. SL, TNLN, TFTC!

Photograph showing Dan, wearing a "go both ways" t-shirt and a rainbow-striped bandana and grey shorts, sits between a 6-year-old boy and a 9-year-old girl (the girl is wearing a Pikachu hat).

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Not the Isle of Man

This week, Ruth and I didn’t go the Isle of Man.

A laptop screen shows Automattic's "Work With Us" web page. Beyond it, in an airport departure lounge (with diners of Wagamama and The Breakfast Club in the background), Dan sits at another laptop, wearing a black "Accessibility Woke Platoon" t-shirt and grey Tumblr hoodie.
We’d intended to actually go to the Isle of Man, even turning up at Gatwick Airport six hours before our flight and working at Pret in order to optimally fit around our workdays.

It’s (approximately) our 0x10th anniversary1, and, struggling to find a mutually-convenient window in our complex work schedules, we’d opted to spend a few days exploring the Isle of Man. Everything was fine, until we were aboard the ‘plane.

Ruth, wearing a green top with white stripes, sits alongside Dan, wearing a black t-shirt and grey hoodie, by the wingside emergency exits in an aeroplane.
As the last few passengers were boarding, putting their bags into overhead lockers, and finding their seats, Ruth observed that out on the tarmac, bags were being removed from the aircraft.

Once everybody was seated and ready to take off, the captain stood up at the front of the ‘plane and announced that it had been cancelled2.

The Isle of Man closes, he told us (we assume he just meant the airport) and while they’d be able to get us there before it did, there wouldn’t be sufficient air traffic control crew to allow them to get back (to, presumably, the cabin crews’ homes in London).

Two passengers - a man and a woman - disembark from an EasyJet plane via wheeled stairs.
To add insult to injury: even though the crew clearly knew that the ‘plane would be cancelled before everybody boarded, they waited until we were all aboard to tell us then made us wait for the airport buses to come back to take us back to the terminal.

Back at the terminal we made our way through border control (showing my passport despite having not left the airport, never mind the country) and tried to arrange a rebooking, only to be told that they could only manage to get us onto a flight that’d be leaving 48 hours later, most of the way through our mini-break, so instead we opted for a refund and gave up.3

Ruth and Dan, looking tired and frustrated, sit at a pub table. Ruth is using her tablet computer.
After dinner at the reliably-good Ye Old Six Bells in Horley, down the road from Gatwick Airport, we grumpily made our way back home.

We resolved to try to do the same kinds of things that we’d hoped to do on the Isle of Man, but closer to home: some sightseeing, some walks, some spending-time-together. You know the drill.

Panoramic photo showing a field containing the remains of a Roman villa in West Oxfordshire, under grey skies. The walls are barely visible in this wide shot.
There’s evidence on the Isle of Man of Roman occupation from about the 1st century BCE through the 5th century CE, so we found a local Roman villa and went for a look around.

A particular highlight of our trip to the North Leigh Roman Villa – one of those “on your doorstep so you never go” places – was when the audio tour advised us to beware of the snails when crossing what was once the villa’s central courtyard.

At first we thought this was an attempt at humour, but it turns out that the Romans brought with them to parts of Britain a variety of large edible snail – helix pomatia – which can still be found in concentration in parts of the country where they were widely farmed.4

Large cream-coloured snail in moderately-long grass, alongside a twenty-pence piece (for scale). The snail is around three times as long as the coin is.
Once you know you’re looking for them, these absolute unit gastropods are easy to spot.

There’s a nice little geocache near the ruin, too, which we were able to find on our way back.

Before you think that I didn’t get anything out of my pointless hours at the airport, though, it turns out I’d brought home a souvenier… a stinking cold! How about that for efficiency: I got all the airport-germs, but none of the actual air travel. By mid-afternoon on Tuesday I was feeling pretty rotten, and it only got worse from then on.

A box of tissues and a Nintendo Switch Pro Controller on the arm of a sofa.
I felt so awful on Wednesday that the most I was able to achieve was to lie on the sofa feeling sorry for myself, between sessions of The Legend of Zelda: Tears of the Kingdom.

I’m confident that Ruth didn’t mind too much that I spent Wednesday mostly curled up in a sad little ball, because it let her get on with applying to a couple of jobs she’s interested in. Because it turns out there was a third level of disaster to this week: in addition to our ‘plane being cancelled and me getting sick, this week saw Ruth made redundant as her employer sought to dig itself out of a financial hole. A hat trick of bad luck!

Dan, sitting in bed, holding a tissue and looking unwell.
Sniffle. Ugh.

As Ruth began to show symptoms (less-awful than mine, thankfully) of whatever plague had befallen me, we bundled up in bed and made not one but two abortive attempts at watching a film together:

  • Spin Me Round, which looked likely to be a simple comedy that wouldn’t require much effort by my mucus-filled brain, but turned out to be… I’ve no idea what it was supposed to be. It’s not funny. It’s not dramatic. The characters are, for the most part, profoundly uncompelling. There’s the beginnings of what looks like it was supposed to be a romantic angle but it mostly comes across as a creepy abuse of power. We watched about half and gave up.
  • Ant-Man and the Wasp: Quantumania, because we figured “how bad can a trashy MCU sequel be anyway; we know what to expect!” But we couldn’t connect to it at all. Characters behave in completely unrealistic ways and the whole thing feels like it was produced by somebody who wanted to be making one of the new Star Wars films, but with more CGI. We watched about half and gave up.

As Thursday drew on and the pain in my head and throat was replaced with an unrelenting cough, I decided I needed some fresh air.

Dan, looking slightly less-unwell, stands holding Demmy, a French Bulldog, in front of a hedge.
The dog needed a walk, too, which is always a viable excuse to get out and about.

So while Ruth collected the shopping, I found my way to the 2023-07-27 51 -1 geohashpoint. And came back wheezing and in need of a lie-down.

I find myself wondering if (despite three jabs and a previous infection) I’ve managed to contract covid again, but I haven’t found the inclination to take a test. What would I do differently if I do have it, now, anyway? I feel like we might be past that point in our lives.

All in all, probably the worst anniversary celebration we’ve ever had, and hopefully the worst we’ll ever have. But a fringe benefit of a willingness to change bases is that we can celebrate our 10th5 anniversary next year, too. Here’s to that.

Footnotes

1 Because we’re that kind of nerds, we count our anniversaries in base 16 (0x10 is 16), or – sometimes – in whatever base is mathematically-pleasing and gives us a nice round number. It could be our 20th anniversary, if you prefer octal.

2 I’ve been on some disastrous aeroplane journeys before, including one just earlier this year which was supposed to take me from Athens to Heathrow, got re-arranged to go to Gatwick, got delayed, ran low on fuel, then instead had to fly to Stansted, wait on the tarmac for a couple of hours, then return to Gatwick (from which I travelled – via Heathrow – home). But this attempt to get to the Isle of Man was somehow, perhaps, even worse.

3 Those who’ve noticed that we were flying EasyJet might rightly give a knowing nod at this point.

4 The warning to take care not to tread on them is sound legal advice: this particular variety of snail is protected under the Wildlife and Countryside Act 1981!

5 Next year will be our 10th anniversary… in base 17. Eww, what the hell is base 17 for and why does it both offend and intrigue me so?

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Dan Q found GCXWEX Villa View

This checkin to GCXWEX Villa View reflects a geocaching.com log entry. See more of Dan's cache logs.

Found with Ruth after coming out to explore the spectacular Roman villa. We’d supposed to have been out of the Isle of Man celebrating our anniversary, but our ‘plane got cancelled, so we’ve opted for staying at home and doing local cycling expeditions instead. SL, TFTC.