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Nigel Marriott's Blog

An independent statistician using data to understand our world and to predict the future

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Pay Gap Trends #9 – Employer Gender Pay Gaps in 2025 – The Numbers

April 8, 2026 By Nigel Marriott

The deadline for employers to submit their 2025 gender pay gap data has now passed.  So what do the numbers tell us about what happened in 2025?  How have these changed since 2024 and 2017 when employer gender pay gap reporting (GPGR) became mandatory?  Read on to find out the answers and why I have concerns about the government’s plans to make it mandatory for employer to publish action plans to reduce their gender pay gaps.

[Read more…] about Pay Gap Trends #9 – Employer Gender Pay Gaps in 2025 – The Numbers

Filed Under: Diversity Tagged With: Gender Pay Gap, ONS, pay gap trends, Pay Gaps, Presenting data

Pay Gap Data #9 – Where can I find gender pay gap data for 2025?

April 6, 2026 By Nigel Marriott

The government requires nearly all employers with a headcount of 250 or more on their snapshot date to submit gender pay gap data.  All data is available to the public and can be found on the government’s gender pay gap website.  I have downloaded this to create a more user friendly and visually informative spreadsheet for you to download and use.

All data shown here is up to date as of 5th March 2026.  The next update is planned for May 2026.

[Read more…] about Pay Gap Data #9 – Where can I find gender pay gap data for 2025?

Filed Under: Diversity Tagged With: 2017, 2018, 2019, 2020, 2021, 2022, 2023, 2024, 2025, data quality, Gender Pay Gap, pay gap data, Presenting data

UK Weather Tracker #110 – March 2026

April 3, 2026 By Nigel Marriott

The UK weather in March was the 10th warmest on record but otherwise unremarkable.

[Read more…] about UK Weather Tracker #110 – March 2026

Filed Under: Weather Tagged With: Index, Presenting data, Weather, Weather Tracker

UK Weather Trends #40 – Winter 2026

March 6, 2026 By Nigel Marriott

Winter 2026 in the UK was warmer, wetter and darker than normal but not the extent I expected given the unrelenting days without the sun in January.  So for those people in Aberdeen who went 46 days without seeing the sun, it could have been worse!

[Read more…] about UK Weather Trends #40 – Winter 2026

Filed Under: Weather Tagged With: multivariate data, Presenting data, principal components analysis, standardisation, trend analysis, Weather, weather trends, z-scores

UK Weather Tracker #109 – February 2026

March 6, 2026 By Nigel Marriott

The UK weather in February was warm, wet and dark for this time of year.  We also had the 2nd lowest range of temperatures on record with maximum and minimums across the 24 hours varying by only 4.5 degrees on average.

[Read more…] about UK Weather Tracker #109 – February 2026

Filed Under: Weather Tagged With: Index, Presenting data, Weather, Weather Tracker

UK Weather Tracker #108 – January 2026

February 2, 2026 By Nigel Marriott

The 2026 calendar year in the UK began with a wetter January than usual but otherwise the weather in this month was unremarkable.

[Read more…] about UK Weather Tracker #108 – January 2026

Filed Under: Weather Tagged With: Index, Presenting data, Weather, Weather Tracker

UK Weather Trends #39 – Annual Temperatures in 2025

January 6, 2026 By Nigel Marriott

The year 2025 was both the hottest and 2nd hottest year on record in the UK.  Last year, I used a CUSUM Chart to conclude “if the calendar year average is greater than 9.48 degrees Celsius and the meteorological year average is greater than 9.33 degrees Celsius … (this will) signal an upwards trend change“.  By co-incidence, the average 24-hour temperature across the UK in 2025 was 10.09 degrees Celsius for both the calendar (Jan to Dec) and the meteorological (Dec to Nov) years which is clearly higher than these thresholds.  It’s only taken me four years of writing to conclude a new upward trend in UK temperatures has begun.

[Read more…] about UK Weather Trends #39 – Annual Temperatures in 2025

Filed Under: Weather Tagged With: Control Chart, CUSUM, SPC, Statistical Process Control, t-test, temperature, trend analysis, Weather, weather trends

UK Weather Tracker #107 – December 2025

January 5, 2026 By Nigel Marriott

The 2026 meteorological year in the UK began with a warmer and less frosty December than usual but otherwise the weather in this month was unremarkable.

[Read more…] about UK Weather Tracker #107 – December 2025

Filed Under: Weather Tagged With: Index, Presenting data, Weather, Weather Tracker

Trophy Winners #4 – The GOATs in World Snooker (Mens) – 1969 to 2025

December 9, 2025 By Nigel Marriott

Mark Selby has become only the 4th player in Snooker history to win 10 Triple Crowns after prevailing over Judd Trump in the 2025 UK Championship. Only Ronnie O’Sullivan (23), Stephen Hendry (18) & Steve Davis (15) have won more Triple Crown tournaments.  Mark’s GOAThood is already confirmed as I wrote about last year but is he as dominant as the other GOATs (Greatest Of All Time)?

[Read more…] about Trophy Winners #4 – The GOATs in World Snooker (Mens) – 1969 to 2025

Filed Under: Sport Tagged With: GOAT, Men, Rankings, Snooker, Triple Crown, Winners

UK General Elections #10A – The Cursed Ratios of British Politics

December 7, 2025 By Nigel Marriott

I used to be a commodity trader in the 1990s.  This wasn’t my day job, which was to forecast supply & demand, but I had the statistical skills to develop automated trading strategies for the traders I worked with.  These were either based on moving averages of futures prices (known as technical trading) or buy/sell signals based on the underlying supply & demand picture (known as fundamental trading).  I don’t trade commodities now but I’ve applied the stats skills I learned then to many time series since including those for elections and voting intentions.

Another trading strategy I could have used but didn’t was Chartism.  I vividly remember the training course I did on this and coming away gobsmacked.  How on earth were people being allowed to buy and sell millions using nothing more than astrology, spiritualism, numerology and other superstitions?!  I immediately swore of from Chartism and have managed to stay away from it until this year.  I hope you understand why it’s taken me many months to build up the courage to publish two articles where I use chartist superstitions instead of statistics to interpret long term trends in the vote shares of the major parties in the UK.

For this article, I explain why my charts show the Cursed Ratios of British voters are 52 : 26 : 13 : 6.5.  For my next article, I will have you fearing for my sanity…

[Read more…] about UK General Elections #10A – The Cursed Ratios of British Politics

Filed Under: Elections, Forecasting, Polling Tagged With: Chartism, elections, GE2029, Opinion Polls, Polling

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More blogs

Pay Gap Trends #9 – Employer Gender Pay Gaps in 2025 – The Numbers

The deadline for employers to submit their 2025 gender pay gap data has now passed.  So what do the … [Read More...] about Pay Gap Trends #9 – Employer Gender Pay Gaps in 2025 – The Numbers

Pay Gap Data #9 – Where can I find gender pay gap data for 2025?

The government requires nearly all employers with a headcount of 250 or more on their snapshot date … [Read More...] about Pay Gap Data #9 – Where can I find gender pay gap data for 2025?

UK Weather Tracker #110 – March 2026

The UK weather in March was the 10th warmest on record but otherwise unremarkable. … [Read More...] about UK Weather Tracker #110 – March 2026

UK Weather Trends #40 – Winter 2026

Winter 2026 in the UK was warmer, wetter and darker than normal but not the extent I expected given … [Read More...] about UK Weather Trends #40 – Winter 2026

UK Weather Tracker #109 – February 2026

The UK weather in February was warm, wet and dark for this time of year.  We also had the 2nd lowest … [Read More...] about UK Weather Tracker #109 – February 2026

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