Sleepless on Social Media - Tweets reveal that Brits are struggling to sleep

Header image for sleepless on social media tweets

Insomnia is thought to affect around 1 in 3 people in the UK [1]. It can affect anyone and is defined as having regular trouble sleeping. Getting to the bottom of what's causing insomnia can be tricky and if you have sleep difficulty you may find it's a difficult pattern to break.

With insomnia sufferers so common within the UK, we wanted to learn more about why the nation is up at night. With many turning to social media to voice their concerns when they’re unable to sleep, we looked at Twitter to uncover which city tweets the most about insomnia and at what time. We also analysed the potential causes and solutions for Tweeters’ sleep struggles as well as the sentiment of these tweets.

And for those who are having trouble dropping off, we have compiled some tips to help you get a more restful night.

 

Which city or town tweets the most about being unable to sleep?

The city with the most tweets about insomnia is Manchester with 17.1k tweets per 10,000 people and 946 tweets in total over the last year.

Map revealing which city and towns struggle to sleep the most according to Twitter

Newcastle, with 15.4k tweets per 10,000 people comes in second place. With both of these cities infamous for their nightlife [2] there's potential that the lack of sleep goes hand in hand with the UK’s party culture.

Many of the top contending cities are heavily populated by university students [3] which could potentially be a factor in the sleeping patterns within these cities.

 

When is the peak time for sleep struggle tweets?

According to our data, 02:00 am is the most restless hour, with the highest percentage of tweets (15.3%) about struggling to “drop off”. According to sleep experts, by 02:00 am you should be deep into REM sleep [4] to ensure you’re getting the recommended hours of rest.

Graphic showing the peak time for sleep struggle tweets on Twitter

REM sleep refers to ‘rapid eye movement’, where the brain is more active than during other sleep patterns and works on processing your information. REM sleep is important as it allows the brain to process key factors, including your memories and learning, as well as the development of your central nervous system.

Also found to be typical hours for insomniacs are 23:00 and 00:00 with 13.3% of sleep struggle tweets coming through around the midnight hour. Research shows that falling asleep before 22:00 is better for your health [5], so the restless night owls tweeting between these hours are at more risk of developing sleep-related health problems [6] than their deep sleeping counterparts.

 

What are the potential causes and solutions for sleep struggles within tweets?

When looking at the potential reasons for being unable to fall asleep, Tea was referenced in 11.8% of tweets that mention a possible cause for their insomnia. With a cup of tea being a staple drink in many UK households, it’s perhaps unsurprising to see this caffeinated drink a top cause of insomnia.

Graphic showing the potential causes and solutions for insomnia according to Tweets

Also ranking as possible causes for lack of sleep are anxiety (appearing in 9.6% of potential cause-related tweets) and napping (included within 9.5% of cause tweets).

When looking at the potential solutions Twitter users mentioned for their insomnia, melatonin came out on top with 45.9% of sleep solution mentions. If you’re looking to increase your levels of melatonin for a more restful night's sleep you could consider taking circadin tablets as a short-term sleep aid.

Also ranking highly as a possible solution to help you sleep better is CBD (17.6% of solution tweet mentions ) and Sleep aids (15.2% of solution tweet mentions).

 

Which months have the highest number of sleep struggle tweets?

Chart showing which months have the highest tweets about struggling to fall asleep

Our data found that July 2022 had the highest percentage of tweets referring to sleep struggles (13.4% of all tweets). July was a month of warm weather - and even some extreme weather warnings [7] suggesting that the heat could be a cause for concern when trying to sleep.

February also sees a peak in tweets around restless nights (9.5%), potentially due to the start of the year throwing off sleeping patterns for many Brits.

 

What words show up the most in tweets about struggling to sleep?

When looking at the overall sentiment towards tweets around being awake, 35.4% of tweets are negative - perhaps unsurprisingly as nobody enjoys a restless night.

When looking at the most common emotion within these tweets, ‘anticipation’ ranks at the top with 51.6%. This could be due to the anticipation of trying to fall asleep or even anticipation for what's coming the next day, potentially a job interview or exam keeping the mind awake.

Charts showing which words show up the most in tweets about insomnia

Sadness (42.8%) and fear (40.0%) come in second and third place in terms of tweet sentiment. The negative emotions associated with struggling to sleep are unsurprising, with sleep issues often closely linked to mental health conditions such as depression [8].

These groups of emotions, such as anticipation, sadness, surprise, joy and others, were broken down further to reveal the exact words used the most within these tweets.

When looking at tweets classed with a sentiment of anticipation, the words “time” (11.0%) and “wait” (3.8%) both made the top commonly used words implying that people are anticipating the clock counting down the hours and minutes they won’t sleep.

Sadness and Angry tweets brought words such as bad (4.1% and 5.4%) and hate (3.8% and 4.9%) to the forefront showing that lack of sleep can cause people to have heightened negative emotions and irritability.

 

When do Brits purchase the most sleeping aids?

We also mined our own data to discover which month saw the highest number of unique purchases for sleep aids, such as sleeping tablets, ear plugs, herbal remedies and nasal strips.

Chart showing the peak of sleep aid purchases

January 2021 saw the biggest spike in purchases of sleeping aids with 1,463 sleep aid purchases in the month alone. This could potentially be down to Brits looking to start the new year with more healthy sleeping habits so they can conquer their New Year’s resolutions with energy.

 

If you’re struggling with insomnia, here are some expert tips to get to sleep

If you suffer from insomnia, we’ve pulled together our top tips for a better night's sleep.

  1. 1. Think about your sleep cycle - A huge part of getting a good night’s sleep is sticking to a sleep schedule This will help your body to know when you need to go to bed and when it’s time to wake up, and the more you stick to it, the easier it will be to get to sleep.
  2. 2. Change your diet - Try to remove caffeine and alcohol from your routine wherever possible. Taking stimulants before sleep is likely to keep you up into the early hours, so stay away from them for six hours before you go to sleep. This will help to prevent them from keeping you up all night. Try to avoid big meals before bedtime as this can also be a factor keeping you up.
  3. 3. Change when you exercise - Exercising just before bedtime is another common reason why people end up tossing and turning all night long. Hit the gym at least four hours before bedtime to give your body a chance to wind down and prepare for a proper night’s sleep.
  4. 4. Change your environment - Your environment can play a big part in keeping you up all night, so it’s time to shake things up! Buy some good curtains or an eye mask to block out that pesky light, get yourself a comfortable mattress - anything to make your sleep space better for you.

You can find our full guide on how to deal with insomnia if you require more advice on the topic.

If you’re interested in treatment for insomnia, take a look at our tablets for insomnia and other solutions.

 

Sources

  • [1] https://www.nhsinform.scot/illnesses-and-conditions/mental-health/insomnia
  • [2] https://heyexplorer.com/party-cities-in-the-uk/
  • [3] https://www.statista.com/statistics/1168605/largest-universities-in-the-uk/
  • [4] https://www.webmd.com/sleep-disorders/sleep-101
  • [5] https://www.exeter.ac.uk/news/research/title_885417_en.html
  • [6] https://www.nhs.uk/conditions/insomnia/
  • [7] https://www.netweather.tv/weather-forecasts/news/11562-july-2022-extreme-uk-heatwave-the-first-signs-how-it-evolved-and-the-records-broken
  • [8] https://www.nhs.uk/conditions/insomnia/

 

Methodology

Over 250,000 tweets were collected from Twitter API using keywords associated with lack of sleep and insomnia, such as "can't sleep", "still awake", "insomnia", "struggling to sleep" and similar. The tweets were collected from the ones posted in the preceding 12 months, i.e. from 12 Dec 2021 to 12 Dec 2022. After deduplication and removing retweets, over 33,000 tweets were geo-referenced to UK cities, regions, and countries.

Each tweet's sentiment was analysed using the NRC lexicon to identify the directionality of sentiment (positive -- negative) and the most common emotions in each of the tweets, as well as the most common words used in tweets characterised by a certain emotion. Tweets were also checked for a variety of potential causes of and solutions to insomnia to estimate which are mentioned the most. The time each tweet was posted was used to determine when most tweets with insomnia- and sleeplessness-related keywords were posted most frequently. UK cities, regions, and countries were ranked on the number of insomnia-related tweets per 10,000 residents using population figures from TheGeographist and ONS.

Data was collected in December 2022.

 

Data

A full data set is available on request.

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