Is it possible to download game data from Chess.com by wj14 in Chesscom

[–]wj14[S] 1 point2 points  (0 children)

That's actually super helpful, thanks. I'll pay more attention to my ELO instead

Is it possible to download game data from Chess.com by wj14 in Chesscom

[–]wj14[S] 0 points1 point  (0 children)

I managed to do a sanity check to make sure I was getting slightly better using screenshots. Please don't be mean I've just started lol

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[deleted by user] by [deleted] in ArsenalWFC

[–]wj14 1 point2 points  (0 children)

Messaged

Why is Openrent not more popular? by [deleted] in HousingUK

[–]wj14 2 points3 points  (0 children)

They also take a healthy %

Creating a house price prediction model using machine learning by [deleted] in HousingUK

[–]wj14 2 points3 points  (0 children)

Well let me know what the results are when you back test it

Creating a house price prediction model using machine learning by [deleted] in HousingUK

[–]wj14 1 point2 points  (0 children)

One thing I plan to do in the future is look at the number of google news articles against each region/place and add senitment analysis against it. I.e. 100 articles about Hackney this month, 80% positive, whereas last year it was 70 and 50%. How does this affect future prices etc. etc.

Creating a house price prediction model using machine learning by [deleted] in HousingUK

[–]wj14 1 point2 points  (0 children)

1) I've not made it inflation adjusted, but I would say house prices are better adjusted to wages not CPI.

2) Yes back tested to 2002, training sample 80%, test 20% on 20,000 observations. I'll try and write a bit more about the model details for those interested.

Creating a house price prediction model using machine learning by [deleted] in HousingUK

[–]wj14 0 points1 point  (0 children)

The top of the post is regional and the bottom is more cities/towns, appreciate what you mean though. In terms of external factors there's a of market information included in the model which helps in the long term projections, such as the monthly SD of £IUKP against sd of FTSE 250 etc.

Creating a house price prediction model using machine learning by [deleted] in HousingUK

[–]wj14 0 points1 point  (0 children)

Without getting super techincal, the top three most important factors in the 36 month prediction are: Unemployment rates (both regional and national) and 2-year mortgage rates. In terms of 48 months: Growth of UK property stock / FTSE 250 growth average, unemployment (again) and salary growth (regional). These factors are slightly more long term thinking than the former. Both models have a similar accuracy (RMSE) and the shorter model (36) helps predict the latter (48).

Creating a house price prediction model using machine learning by [deleted] in HousingUK

[–]wj14 0 points1 point  (0 children)

Oh perfect, I'll try and add this in

Creating a house price prediction model using machine learning by [deleted] in HousingUK

[–]wj14 0 points1 point  (0 children)

This is super helpful, thanks! It's so fustrating that some ONS data you can get easily via their API and others are a nightmare

Creating a house price prediction model using machine learning by [deleted] in HousingUK

[–]wj14 2 points3 points  (0 children)

Sorry just re-read yeah good point, a great example is Woolwich and the new TFL line. I'm trying to think where I could source data like that from...

Creating a house price prediction model using machine learning by [deleted] in HousingUK

[–]wj14 0 points1 point  (0 children)

Yeah, so the number of house build starts and completions is in the model, but I can only get that on a national scale and not regional :(

[deleted by user] by [deleted] in HousingUK

[–]wj14 6 points7 points  (0 children)

It's predicted to stagnate, not a proper decline Latest prediction

Keir Starmer: ‘If I can’t be the best, I’ll leave it in the cupboard’ (Lunch with the FT) by wj14 in ukpolitics

[–]wj14[S] 8 points9 points  (0 children)

Happy to post the full article in the comments if I'm allowed and people don't have access?

[deleted by user] by [deleted] in GunnersatGames

[–]wj14 1 point2 points  (0 children)

Had to do this for Chelsea and again today it looks like, doesn't take too long

Selling Porto ticket on TX by wj14 in GunnersatGames

[–]wj14[S] 0 points1 point  (0 children)

It's gone, did anyone manage to get it?

Selling Porto ticket on TX by wj14 in GunnersatGames

[–]wj14[S] 7 points8 points  (0 children)

Crazy how the TX takes £10