[Question] Normalising variables from different time periods

2021.10.27 14:38 superbconfusion [Question] Normalising variables from different time periods

I'm looking at account level behavioural statistics from 12 months before purchase of a particular product to do some propensity modelling. Because of this all the user data is over slightly different time periods - depending on when they purchased the product.
I'm also looking at account level data of people who didn't purchase the product but all from the same time period.
Now standard normalisation techniques will work fine on the people who didn't purchase (since their data is from the same time period).
How do I normalise the purchasers data so its comparable? Most of the variables have slowly increased over time so I need to do some sort of transformation but I'm pretty stumped on this one...
Any ideas would be great, thanks!
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2021.10.27 14:38 RedEagle_MGN Is alder lake the best choice if I want to stream and edit videos?

Hi there,
My backup pc just died and I’d like to upgrade. When it comes to using Adobe Premiere Pro and OBS, what’s the best consumer processor out there?
Is going alder lake risky? Is it a good choice?
I’m out of the loop so anything you can tell me would help 👍
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2021.10.27 14:38 Smilwastaken Why the fuck are we forced to learn math

Algebra 2 is the most nonsensical bullshit ever. I am taking two AP classes, and they are far, far, far easier than this class.
Plus the amount of homework we get for it is overwhelming, to the point where it genuinely impacts my grades in all of my other classes
Why the fuck do we need to learn it anyway, I don't even plan to go into a math related field I want to be a script writer ffs
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2021.10.27 14:38 DrShadyTree [US-OH] [H] Con Exclusives, Star Wars, Vaulted Pops [W] Paypal/Trades

Greetings fellow earthlings and extraterrestrials,
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Shipping is $5 for one pop and $3 for each additional.
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2021.10.27 14:38 Lxciddddd Garlic roasted potatoes and steak🥩

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2021.10.27 14:38 lss_bvt_ios_13 Hello World

Reddit is great
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2021.10.27 14:38 CelestialTheGod New Video of Megaton Rainfall just posted!

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2021.10.27 14:38 Littleboyhugs Markets that sell foie gras? Wish it was at whole foods.

Please help. I want to make it for my friends.
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2021.10.27 14:38 Vxnom710 Icognito Clan

[Recruting] Icognito Clan | Required Th/level-8 | Clan level 2 | Farming /Social/WaCwl/Clan games. [Rules] No abusive language.Player should be active for war times.Elder is free. Elder has no right to kick New members. For co leadership player should be loyal,active,Good attacks,Strategic mind,no abusive words should be friendly to all.And also the player should donate maximum number of troops such as (1000). About War, player should use both or one of his attacks in war, player should ask for bases from co leaders or leader. About Cwl player should only attack his mirror base or any other if required. About Clan games, player should complete the given number of score that is (4000) or more if any other event comes up. About Co-leaders rules.They should be loyal to all. they should mark bases in war or cwl for other players. They should donate if possible. About elders they should be loyal to members. they should not kick new members until instructed by co leader or leader. Co leader or leader should fill the war clan castle same for cwl. War clan castle what troops to donate should ask the leader. Thats it happy clashing here is the link to join the clan :https://link.clashofclans.com/en?action=OpenClanProfile&tag=2Y98C9LJP Also the clan tag #2Y98C9LJP
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2021.10.27 14:38 kneebone2mybong Hi AOE community, the only video game my dad ever played consistently was AOE 2. I trying to pool money together with my family to buy him a surprise labtop to play AOE4 while he travels. Any recommendations for a reasonably priced labtop that would be able to play the game at normal settings?

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2021.10.27 14:38 JoeLuthier My MacBook Air has been stuck on this exact point in the progress bar, with "about a minute remaining", for over 24 hours. What tf do I do 😭

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2021.10.27 14:38 ShortAlgo Waiting for Buy signal on $MILE https://t.co/7iZcv20B9p

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2021.10.27 14:38 macrosdxc Song #37 for Just Dance 2022 is Build A B**** by Bella Poarch!

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2021.10.27 14:38 countthemiles08 How many players are NOT enjoying their “break” from the current STS? 😡

I’d really love to be playing the STS right now, just for fun and for in game currency. Anyone else? #savethesimsmobile
View Poll
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2021.10.27 14:38 mesta_JoeShmoe What is something you think everyone should experience at-least once?

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2021.10.27 14:38 ShortAlgo Waiting for Buy signal on $MIME https://t.co/gkDosctlCA

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2021.10.27 14:38 Such-Neighborhood-76 Bruh apple

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2021.10.27 14:38 Morgan-992 Make your homemade cake a triumph with our cake plate turntable, kitchen spatula, baking spatula and icing spatula set, leveling kit, pastry bags with tips, cake icing tools, and cake frosting piping bags and tips!

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2021.10.27 14:38 AutoModerator Happy Cakeday, r/TouchBar! Today you're 5

Let's look back at some memorable moments and interesting insights from last year.
Your top 6 posts:

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