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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 Data #1 – Where can I find gender pay gap data for 2017?

May 10, 2018 By Nigel Marriott

This post is out of date.  Please click here for a later version.

The government requires all organisations employing 250 or more employees to submit gender pay gap data.  The first set of submissions were completed in April 2018 but these figures refer to pay made in April 2017 i.e. a year ago.  Organisations can submit their 2018 data now if they wish and not wait for the deadline of April 2019.  All data is available to the public and can be found on the government’s gender pay gap website.  I have downloaded this data and created a spreadsheet tool to present the data in a more user-friendly and visual format.

[Read more…] about Pay Gap Data #1 – Where can I find gender pay gap data for 2017?

Filed Under: Archive Tagged With: Gender Pay Gap, Presenting data

UK Weather Tracker #15 – April 2018

May 3, 2018 By Nigel Marriott

Whilst the UK fluctuated between heatwaves and snowstorms in April, overall the monthly averages ended up being unremarkable.  It just goes to show that in many ways, our experience of weather is in the variation rather than the expectation. [Read more…] about UK Weather Tracker #15 – April 2018

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

EPL 2017/18 #5 – My Prediction of the Final League Table – Round 36

April 28, 2018 By Nigel Marriott

With only 3 or 4 games to go for the teams of the Premier League, most of the season’s excitement has dissipated.  Man City have wrapped up the title, the top 7 who will be playing in Europe next season is more or less settled and the former 10-team dogfight for relegation has resolved itself with a 4 point gap between the bottom 3 and the rest.  Probably, the only remaining uncertainties are who will take 4th place (Spurs or Chelsea) and will Southampton escape relegation at the expense of Swansea?

[Read more…] about EPL 2017/18 #5 – My Prediction of the Final League Table – Round 36

Filed Under: Forecasting, Sport Tagged With: EPL, EPL 2017/18, Football, Forecasts, Premier League, Sport Analytics

EPL 2017/18 #4 – My Prediction of the Final League Table – Round 33

April 6, 2018 By Nigel Marriott

After many weeks of a relegation dogfight involving up to 10 teams, it now appears that an exciting finish to the 2018 EPL season is becoming less likely as a gap opens up between the bottom 3 and the rest.  After 34 matches, another gap is opening up between the 4 prediction methods I use and one method so far has a 74% success rate in predicting the match outcome.

[Read more…] about EPL 2017/18 #4 – My Prediction of the Final League Table – Round 33

Filed Under: Archive Tagged With: EPL, EPL 2017/18, Football, Forecasts, Premier League, Sport Analytics

UK Weather Tracker #14 – March 2018

April 6, 2018 By Nigel Marriott

Whilst the UK shivered under two major snow storms in March, it turns out that the whole month was unremarkable meteorologically albeit somewhat colder than normal. [Read more…] about UK Weather Tracker #14 – March 2018

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

UK Opinion Poll Tracker #11 – March 2018

April 6, 2018 By Nigel Marriott

For my latest Opinion Poll Tracker, I will explore 4 points currently being debated by political pundits.

  1. Have the Conservatives taken the lead in the polls?
  2. How much weight should we give to Survation polls who were the most accurate in 2017 and are the outlier poll today?
  3. Was there a “Youthquake” in the 2017 general election?
  4. What would the effect be of allowing 16 & 17 year olds to vote in general elections?

[Read more…] about UK Opinion Poll Tracker #11 – March 2018

Filed Under: Polling Tagged With: General Election 2017, Opinion Poll Tracker, Opinion Polls

UK General Elections #3 – Who is the most accurate pollster?

March 31, 2018 By Nigel Marriott

The last 3 general elections have seen some significant polling errors.  In 2010, the Lib Dems were significantly overestimated, in 2015 the Conservatives were underestimated and last year saw the largest ever underestimate in the Labour vote.  Whilst these errors suggest that the polling industry is struggling with general elections these days, a natural question to ask is “are all pollsters equally bad or are some better than others?”

[Read more…] about UK General Elections #3 – Who is the most accurate pollster?

Filed Under: Elections, Forecasting, Polling Tagged With: elections, General Election 2017, Opinion Polls

6 Nations #12 – Who will win in 2018? – Week 5

March 17, 2018 By Nigel Marriott

We now know the answer to who will win the 2018 6 Nations Championship.  Ireland won the title with a match to spare after England failure against France resulted in my second forecasting error of the championship.  There is still much to play for though in the last week with the main question being whether England do to Ireland what Ireland did to England last year and stop them from winning a Grand Slam.  Whilst I am cheering on England, it is St. Patricks Day and I do have some Irish blood in me so part of me does wish Ireland well.

[Read more…] about 6 Nations #12 – Who will win in 2018? – Week 5

Filed Under: Forecasting, Sport Tagged With: 6 Nations, Forecasts, Rugby, Sport Analytics

UK Weather Trends #4 – Winter 2018

March 10, 2018 By Nigel Marriott

Meteoologists define winter in the UK to be the period from December to February so winter is now over and we are officially in spring.  The 2018 winter was very sunny but this hides the fact that our winter climate has changed quite notably over the last 25 years.

[Read more…] about UK Weather Trends #4 – Winter 2018

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

EPL 2017/18 #3 – My Prediction of the Final League Table – Round 30

March 9, 2018 By Nigel Marriott

My first published attempt to predict the outcomes of Premier League matches got off to a good start last week with 23% of my predictions getting the right scoreline and 52% getting the right outcome.  I have updated my prediction of the final league which continues to point to an incredibly tight relegation battle, especially for my team Newcastle United.

[Read more…] about EPL 2017/18 #3 – My Prediction of the Final League Table – Round 30

Filed Under: Archive Tagged With: EPL, EPL 2017/18, Football, Forecasts, Premier League, Sport Analytics

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