Steem Stats & Steem Economics 2018

in #steem6 years ago (edited)

A few recent posts have inspired me to look into some of the Steem Economics and at the same time the 2018 Historical Data around STEEM statistics from Coin Market Cap.

I’m hoping this post might be useful to visualise some of the trends/economics/stats around STEEM and SBD. Perhaps it will help with the collective understanding around the increased supply of STEEM in 2018.

The recent articles which have inspired me into writing on this topic include:

  1. The post from @exyle here and some of the great comments he received from a number of witnesses including @timcliff @therealwolf @yabapmatt and @demotruk.
  2. The post from @starkerz here on creating demand for the Steem token and stabilizing the STEEM price.
  3. Debate within the Steem Economics channel in the Discord Channel aligned with the programme of “State of Steem Forums” ( https://discordapp.com/invite/qHWWU3k ) hosted by @pennsif and with comments and debate from @rycharde @shredz7 @traveller7761 @imacryptorick.

Much of the debate encouraged me to learn more and to understand some of the trends in the SBD and Steem currency prices. This is not the finished article and I would be very happy for anyone more versed in Steem Economics to correct any errors.

This is an attempt to help relay some of the possible reasons why there is an increased supply of STEEM and why STEEM has deflated more so than Bitcoin.

The article will leave a few stones unturned as this is a large topic and it does not touch upon the fact that there is much more we can do as a community to increase the demand for STEEM and in return see some upward pressure on price. As you will see below the STEEM in supply has increased dramatically, and the Steem Blockchain Community will want demand to increase in Q1 of 2019 to match this increase in supply.

Please see below some graphs – I will make a short commentary on these below the graphs.

Immediately obvious facts:

  • Steem has dropped approx. 25 places in the CoinMarket Cap rankings
  • The mechanics and code are currently preventing the Blockchain from printing more SBD (explained below)
  • Steem price has fallen approximately 90% in the year where as Bitcoin has only fallen approx. 70%
  • Steem has experienced an increase in the Supply of STEEM which is significantly above the “prescribed inflation in the code” – most likely caused by SBD holders “converting” their SBDs to STEEM.

Steem Economics 1.jpg
Steem Economics 2.jpg
Steem Economics 3.jpg

All these graphs above are supported by Data Tables shown here:

Steem Stats Data 1.jpg
Steem Stats Data 2.jpg
Steem Stats Data 3.jpg

The calculation of the SBD Debt Ratio above is a little bit rough but useful for illustrative purposes in the narrative below.

Walking through these graphs:

Steem Stats Detail 1.1.jpg

Graph 1.1 above demonstrates that in the first half of 2018, STEEM was actually very close to breaking into the Top 20 of Crypto Currencies by Market Capitalisation – and now the rank has slipped such that STEEM is hovering around RANK 50.

Those in the know about the Steem Blockchain will understand many of the unique qualities and the need to showcase them, not least the speed of transactions, the fact that transactions are free and the fact that we have a hot bed of DApps being put to good use. It will only be a matter of time before confidence is restored and STEEM rises through the ranks again.

Steem Stats Detail 1.3.jpg

Graph 1.3 above demonstrates the fall in STEEM and SBD prices during 2018 – you will be familiar with the graphs, the sentiments and the feelings for the bear market.

Steem Stats Detail 3.1.jpg

Graph 3.1 above demonstrates how STEEM and SBD have performed relative to the movements in Bitcoin over the last 365 days – as you will have expected there is a very strong correlation. The fall in value in STEEM is massively correlated to overall sector/market factors and primarily the movement in Bitcoin.

However, as you can see from the table below (3.2) the fall in value of SBD and STEEM from 2017 is more dramatic than Bitcoin, falling circa 90% versus Bitcoin’s fall of circa 70%.

Steem Stats Detail 3.2.jpg

In the graph 3.1 below you can see a slight divergence in SBD and STEEM (in the last two months) and this shows that SBD has held its value better relative to Bitcoin- and you can put this down to some of the tools and techniques deployed by the Witnesses / and the code and mechanisms within the Steem Blockchain to protect the value of SBD when it falls below the equivalent value of $1 USD. There are also the market factors, the supply of SBD has been reduced significantly:

  1. SBD has stopped being “printed” as a result of the SBD Debt Ratio which prevents production and distribution of SBD from the “rewards (inflation) pool” when the debt ratio hits a certain threshold (currently 10% - and explained below). When the Debt Ratio is above 10% only STEEM and STEEM POWER are distributed.
  2. Some SBD holders have “converted” their SBD into STEEM. Meaning they have not just sold the SBD in the market, but they have actually used a little-known conversion mechanism which has effectively scrapped the SBD, reduced the supply of SBD and the individual has received STEEM instead and thereby increased the supply of STEEM.

Steem Stats Detail 3.1.jpg

Steem Economics 2.jpg

If you look at the left-hand side of the dashboard above you can see the supply of STEEM, and the % in which it increases each month. In the first half of the year you can see the increases per month are relatively modest although sometimes more than the prescribed and coded level of inflation. Things change dramatically in the second half of the year, and particularly in the last quarter when the supply of STEEM increases dramatically. This is because some SBD holders have been “converting” their SBD into STEEM.

As you can see from the graph below (1.4) I have tried to illustrate graphically the “expected inflation” and the actual increase in supply in STEEM. The increased supply of STEEM is caused because of the quirk of having two highly linked currencies. Please see below.

Steem Stats Detail 1.4.jpg

Fundamentally the supply of STEEM is quite significantly above market and community expectations and this increase in supply could be one reason why the STEEM price has fallen by the larger percentage of 90% in 2018 compared to the fall in Bitcoin price of circa 70%.

Steem Economics 2.jpg

If you look on the right-hand side of the dashboard above – look at the massive increase in SBD supply in the first half of the year. The % increases in SBD supply were huge. N o doubt there will have been a significant number of users and exchanges that built up reserves of SBD from the first half of the year and stored them.

You can see that once SBD started to be less than 1 USD in value (Aug 2018) some SBD hodlers have attempted to profit from the “conversion mechanics” within the Steem Blockchain – the mechanism attempts to always give the user 1 USD worth of STEEM for every SBD converted. This is most likely why we see the supply of SBD diminishing from mid-August – which was the first time this year that SBD fell below one USD in value.

You can imagine someone thinking: Damn, this SBD is only worth $0.70 USD – I think I will convert that to STEEM and because it is nicknamed the “Steem Backed Dollar” – I can exchange that for a whole $1 USD worth of STEEM. Well they will probably have been disappointed as it is not as simple as that because of something known as the “haircut rule”.

Perhaps one of the most peculiar aspects of the Steem Economics is the changeable mix in currencies from the rewards pool. Dependent upon the current SBD Debt Ratio, the rewards paid to contributors to the blockchain are paid in varying proportions of SBD and STEEM. This is best explained by one of the absolutely key witnesses we have on the platform @timcliff.

Here is Tim’s post “SBD explained” which is an invaluable read and one which I would recommend you read for more advanced further reading. The most pertinent paragraph for my post today:

Under the new rules (post HF20), the print rates for rewards are:

  • When the STEEM/SBD debt ratio is between 0% and 9%: 0% STEEM, 100% SBD.
  • When the STEEM/SBD debt ratio is between 9% and 10%: linearly changes from 0% STEEM, 100% SBD to 100% STEEM, 0% SBD.
  • When the STEEM/SBD debt ratio is greater than 10%: 100% STEEM, 0% SBD.

The Debt Ratio can be quite complicated and for the detailed reading – please follow Tim’s post which also explains the pre HF20 print rates.

You can see from the graph below 1.2 (which is just rough calculations for illustration purposes) the historical SBD Debt Ratio – this will explain why as soon as the “SBD Debt Ratio” moved above 10% in November, we stop seeing SBD being printed and distributed in the rewards. This throttled the supply of SBD.

Steem Stats Detail 1.2.jpg

You can see diagrammatically on this image below why the behaviour of SBD holders using the “SBD to STEEM conversion” could cause an increase in supply in STEEM.

Steem & SBD Supply Movements.jpg

I understand that because of the current SBD Debt Ratio there is no major /profit or gain to be made from using the SBD to STEEM conversion. Perhaps this is something I can research further, and I will be led by community feedback. You can understand more about this fairly complicated and advanced process and the “haircut rule” in this post here : How to convert SBD to STEEM using steemconnect again from the fountain of all knowledge Tim Cliff!

In my mind, every SBD token which is converted rather than sold right now is increasing the supply of liquid STEEM tokens on the market, and is putting downward pressure on the price of STEEM. Is it best that the SBD holders continue to HODL?

Well there is plenty more that could be talked about but I’m going to park this here for now.

BL1 DARK.png

This took quite a lot of time to pull together – so please let me know if this was useful.

Is there any interest in more “posts” similar to this?

e.g:

  • Deeper dive and discovery into STEEM supply/ or SBD Debt Ratio
  • Deeper dive into 2018 inflation and how to reset "market expectations"
  • STEEM price performance versus other Crypto in 2018
  • Discussions on ideas for increasing the Demand for STEEM
  • Defeating FUD and building confidence in STEEM
  • Steem user behaviour and how it might affect the price of STEEM
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These sort of posts on the economics of Steem are incredibly important, it's not immediately obvious to anyone how the economics work and it's far to easy to just see the "free money" aspect of getting upvotes for posts and then just selling out the rewards for Fiat. If more people understood the importance of investing their rewards in Steem Power - not only to them but also to helping increase the value of Steem they would. Everyone can add value to the Steem Blockchain - they just need to realise they can.

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#thealliance #witness

Thank you - you’re spot on - you get rewards from adding value! Thanks for taking the time to read and share this post.

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Great article and detailed analysis. I didn't see it when it first came out so I upvoted your comment instead.

I appreciate you taking the time read it and to upvote the comment - not many would take that approach..... Cheers

Good article. A few points.

Your graph 2.4, the Change in SBD Supply, is a sum of two processes; it may be useful to unpick the SBD Creation, through rewards, and SBD Conversions to STEEM. If possible, I'd look at it weekly, then can see more clearly what has been happening.

Indeed, when the SBD debt ratio reached 5%, the SBD Print rate dropped to zero, but conversions were not as obvious (or profitable) as now because the market price of SBD was $1 +/- 5 cents. However, it can be seen even on the monthly chart that the SBD supply was coming down during that period, albeit slowly.

The increase to 10% debt ratio has made the current situation worse. I saw no good reason to do so, and we are now seeing the obvious consequences. It merely restarted the SBD printing presses until we hit the new ceiling. I thought it would happen much earlier, but we did not see an SBD price hike as we had at the start of the year.

Also, converting SBD into STEEM remains profitable, but users have to be very careful at the moment as the official blockchain price is very close to the STEEM/SBD rate on the internal market. The trade of selling STEEM for SBD then converting that SBD back into STEEM has been profitable recently; at the moment it only yields a few percentage points, and we know how volatile prices can be.

I don't quite understand your last paragraph, though.

In my mind, all the SBD tokens that exist right now have actually reduced the supply of STEEM in the early parts of 2018 and have helped maintain a high price for STEEM...

Thanks @rycharde you make some really good points which are helpful to the overall understanding and I welcome your comments as you have some great knowledge around this topic. Do you think that making those few percentage points profit from conversion is worth it, if it just leads to such a dramatic increase in supply of STEEM (perhaps most people's key investment).

Yes that sentence is a little confusing and lacks a bit more narrative - I'm going to remove that to avoid any confusion for future readers. I don't keep my SBD and I don't see a lot of use for it at the moment - my mindset is convert to STEEM (and power up).

On your first point: really good point:

Your graph 2.4, the Change in SBD Supply, is a sum of two processes; it may be useful to unpick the SBD Creation, through rewards, and SBD Conversions to STEEM. If possible, I'd look at it weekly, then can see more clearly what has been happening

I agree this would be really useful. I may need some help with the data extraction. My go to person for data extraction/ analytics is @paulag : I think she will see this ping and I will contact her in the new year - to see if this is data is something she could extract when she is back from festive break. Paula does some brilliant analysis and may have done something similar before.

I would also like to explore graph 1.4 in more detail to see if you can get under the skin of the STEEM "inflation".

data posts take a long time to prepare, well done on all of this work. Next time you should consider posting via utopian for analysis.

Im still off for another few days, the kids are not back to school till the 7th so I wont be able to do anything till then, ping me when I get back and if you need a hand that is no problem

Thanks @Paulag - yes you are right - for some reason I thought it might not have fit the criteria for Utopian - but I should have checked. As you know this did take me a long time! Enjoy the time with the kids I'll be in touch next week.... Cheers

I am right in summarising that for various reasons the supply of STEEM is way above what it should be according to the predicted inflation rules.

This excess supply therefore, along with I guess bigger powerdowns, are key factors for the fall in the STEEM price (more so than should be expected from Bitcoin falls).

What can we do to reduce the supply of STEEM?



Thanks @pennsif - yep a good summary. I would very much welcome someone who understands the code chipping in too: I wonder if there are two options: I don't know the relative merits of either:

  1. Discourage the SBD to STEEM conversion (is an investor or STEEM holder shooting themselves in the foot by doing an SBD to STEEM conversion for some short term profit but only to experience an over expected supply in their main currency). Or is just part of the mechanics we have to live with.
  2. Could there be a STEEM to SBD Converter deployed without too much difficult to do the reverse (even if this is a temporary measure with some parameters).

It would be great to hear from someone who has used the SBD to STEEM Conversion. I can see others have written on the topic and may well have used this tool: @apshamilton @themarkymark @tcpolymath.
@apshamilton has written on the subject of the unique SBD to STEEM Conversion here

I've only taken the time to skim this as I'm on my way to bed, but looks to me like you're creating a phantom oversupply by not counting all of the SBD that were printed over the last couple of years as part of the Steem supply. There's also an aspect where printing goes up as the price goes down because SBDs become worth more Steem as part of the Virtual Supply which controls inflation - see this post - but most of what you're seeing is people turning weird-steem-in-a-box (SBD) into regular Steem, but then only comparing it to historic values of regular Steem. It was really Steem all along, just in a rather strange container. So that doesn't increase the supply.

SBD being worth more Steem now than went into them when they were printed increases the supply, but it does that whether we convert it or not.

Thanks for taking the time to read and write this. All the best for the New Year. I will think this through and read the post you have referred to gain more knowledge.

For A Dollar A Day now I give all donations to the projects in SBD - ideally to convey some sort of stability in the amounts given.

Because of the lack of SBD now, most donations coming in are in STEEM. I convert them as they come in to SBD on the Market. I am never sure if that is the best option or not.

It makes a lot of sense and rings true with the sentiment in the white paper:

Stability is an important feature of successful global economies. Without stability, individuals across the world could not have low cognitive costs while engaging in commerce and savings. Because stability is an important feature of successful economies, Steem Dollars were designed as an attempt to bring stability​ ​to​ ​the​ ​world​ ​of​ ​cryptocurrency​ ​and​ ​to​ ​the​ ​individuals​ ​who​ ​use​ ​the​ ​Steem​ ​network.

The person you probably really want to explain this is @smooth, by the way.

Your spot on about that price disparity. SBD being over 2x higher than STEEM is causing the blockchain to print even more STEEM in the rewards pool each day. I'm digging deeper and found another good article from @penguinpablo which helps explain the amount of STEEM added to the reward pool each day: here.

Nice read! I think there is something to be said for providing an outlook on what the predicted sbd and steem supply could be on a monthly basis based on this understanding. I am sure that the community it’s did not fully understand these important economic details

Hi @Starkerz - I think an outlook for one month ahead on STEEM and SBD supply for one month ahead might be worth ago. There will be a lot of assumptions around the price movements in the month ahead and also the human behaviours around SBD to STEEM conversion! Thanks for taking the team to read the article. I do hope there is some more understanding as a result of doing the post. Cheers & Happy New Year Eve!

One of my 2018 resolution was to learn more about cryto currency. Of course I failed miserably, but it wasn't a total failure. Thanks to guys like you who keep on churning out quality stuff like this and drumming things into my pea size brain over and over again, some of this does make a bit of sense to me. Where it doesn't is because I haven't sat down to read it properly, something which I will do in 2019 (so she says again ) - I believe it will get a bit easier to understand if you put your heart to it.

All the best for 2019!!

You will be surprised how much you have absorbed subliminally! Maybe look up a few videos that will help broaden your understanding or look out for the project such as Steem Onboarding with @coruscate and @anomadsoul they will probably build some sound literature when they go live with their project.

Thanks for taking the time to read this and best wishes for 2019.

This post has been included in today's SOS Daily News - a digest of all you need to know about the State of Steem.



This is probably one of the more detailed reads I've seen about Steem Economics in a very, very long time. Good going!

Thanks @ddrfr33k - if you found this interesting - there is certainly some good further reading in the links I have provided. Probably none of this is the best way to spend New Years Eve though. All the best for 2019.

Yeah, I'm stuck at work for the next 5 hours, then I get to go home and celebrate. Happy new year to you too, though!

As others have already said, this is a great read for those looking at the long term of the protocol and how the foundation is now being set despite the challenge seen in the economics. While there is still a lot of supply out there, the drop in price has provided the opportunity of more long term stakeholders come in and stake them to reduce the supply over time.

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Thanks for commenting - really value your opinion on this. 100% agree what a great price to buy-in. ( I think I bought a chunk at $4.20!). Can you recall if the process of SBD to STEEM conversion worked well for you: I can see you have written about it last month.

It worked really well for me! So much that the second time I bought SBD from exchange and immediately converted. It turned out to be the day that the debt ratio pierced 10%! However, the haircut was smaller that the discount I got under $1 for the SBD which made it another great conversion.

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All the ideas you propose would be very valuable to write about.

As I understand, if I power up Steem which was converted from SBD, then the supply of liquid Steem is not increasing. Am I right?

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Hi there. STEEM and STEEM POWER are still both STEEM. So by moving from STEEM to SP this doesn't affect the Supply of overall STEEM tokens. If you simply sold SBD on the market for STEEM again you have not affected the supply. It seems token supply is affected only when SBD holders use this quirk - the "SBD to STEEM Conversion mechanism" where it cancels the SBD and creates new STEEM. I hope that makes sense - there is a lot of complexity in this - and I am still building my knowledge on the topic the more I ask questions and read up on it too!

Very interesting. One idea, which is maybe a little bit off-road. Why are new STEEM produced when exchanging SBD for STEEM? Why not take these STEEM out of the rewards pool. Exchanging would then create STEEM demand instead of supply. In such a scenario inflation would be completely under control and price would rather go up than down when exchanging.

One could restrict the share of STEEM available for trading of this kind to some amount and thus leave enough for 'real' rewards.

But maybe I have't really understood the system and this is completely off.

Thanks @traveller7761 - appreciate you taking the time to read and you've come up with an idea there. Sounds quite technical. I don't know the answer as to why the Conversion mechanism exists.There is an area of the white paper which is interesting reading: see page 10: Minimising Abuse of Conversions: https://steem.com/SteemWhitePaper.pdf - it explains why a two way mechanism isn't in situ.

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