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Exploratory Analysis shows DApps activity is gaining market share on Steemit.com by paulag

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· @paulag ·
$51.60
Exploratory Analysis shows DApps activity is gaining market share on Steemit.com
<html>
<p>Last month I published an article showing the downtrend in benefactor reward in 2018. &nbsp;If you missed that post you can check it out here.</p>
<p>https://steemit.com/utopian-io/@paulag/exploratory-analysis-of-benefactor-rewards-shows-dramatic-impact-of-downturn-on-dapps-1540645248384</p>
<p>Benefactor rewards changed over the year for a number of reasons. &nbsp;</p>
<p>1. Less users</p>
<p>2. Drop in the price of STEEM</p>
<p>3. Some apps changed their rewards %</p>
<p>Because of this the charts show in this analysis did not reflect the usage of these app and so I wanted to have a quick look at how the much the user base and the number of posts has changed over the year from the different apps.&nbsp;</p>
<h2>&nbsp;Repository</h2>
<p><a href="https://github.com/steemit/steem">https://github.com/steemit/steem</a> &nbsp;&nbsp;</p>
<h2>Aim of Analysis</h2>
<ul>
  <li>Explore and visualize the activity from apps posting root comments to the steem blochchain.</li>
  <li>Establish what % of root posts are made via Steemit.com and how this has changed over the year.</li>
  <li>See what apps are growing in terms of root posts.</li>
</ul>
<h2>Exploratory Analysis</h2>
<p>https://cdn.steemitimages.com/DQme7BQkprmgbf55nhyPyQzYRJXhHspYgpy6yc6toE9C9SF/2.png&nbsp;</p>
<p>In the chart above we can see in the blue the distinct number of apps posting to the blockchain each month. &nbsp;As December is only a part month, we can really discount this as it may not show a true reflection.</p>
<p>Beneath this shows the distinct number of authors posting to the blockchain each month.</p>
<p>The number of authors per app decrease considerably more than the number of apps posting. &nbsp;Using an animated scatter plot this is considerably easier to see.</p>
<p>This first scatter plot show the number of posts made to each of the apps each month plotter against the number of authors. &nbsp;We can clearly see Steemit way out ahead. &nbsp;Esteem and Busy also shine threw.&nbsp;</p>
<p>https://cdn.steemitimages.com/DQmeR6YYYBMbwAgpZ9ghmtKgr2iYxmbv677igRu9NQ1esRp/monthly%20include.gif</p>
<p>If we remove Steemit, Esteem and Busy we can get a clearer image of the other popular apps. &nbsp;You can see Zappl doing well and then disappearing and also Dlive. Dmaina has dramtic reductions as does Utopian. Steempress seems to increase as many other decrease and you can also see the rise of parkito, actifit and some of the other new apps around October.&nbsp;</p>
<p>https://cdn.steemitimages.com/DQmW25cZRM9oWigha1K2DkxjHgq37FRSxnSkYU4ZLbiRWA1/monthly%20exclude.gif</p>
<p>Lets look now at these same metrics on a year to date view. &nbsp;Again it is very clear to see how far out ahead steemit.com is when it comes to author activity. Esteem and Busy are also very clear to see.</p>
<p>Removing these 3 accounts we can get a better view of the other popular apps. &nbsp;We can clearly see @steempress racing along from May with the numbe of posts but not increasing in the number of users. &nbsp;Zappl stops moving in June and Dlive in September. &nbsp;Dtube, Steepshot and Dmania all doing well. &nbsp;</p>
<p>https://cdn.steemitimages.com/DQmQyoM38RynfEWKf7hLonRA2ELweybwxqrUnsfvtyVQi7F/tyd%20ex.gif</p>
<p>Removing Zappl, Dlive, Dtube, Steemshot and Dmania now in addation to Steemit, esteem and busy lets take another look. &nbsp;Unfortunate this would not upload as a gif so I had to take a still from month 12.</p>
<p>&nbsp;https://cdn.steemitimages.com/DQmfXVXz2vHLEAXUzQX5NjwHoVZHYEku4VhURTa2BPEFid3/3.png&nbsp;</p>
<p>As well as the apps that are preforming well, from this we can see a new cluster of apps that are on the rise. &nbsp;A table view can be seen of the top apps sorted by year to date posts displayed by month.</p>
<p>https://cdn.steemitimages.com/DQmeMFqnrzkoKgVWYVsDCYbTB1CmumTaXQstfA3kFYYqMzd/4.png&nbsp;</p>
<p>If we sort this no by % per month we can see that in Jan Steemit.com made up 68.8% of all root posts made and now its standing at 51.61%</p>
<p>&nbsp; https://cdn.steemitimages.com/DQmQV2jCDYJiQ4HMDYqr9yYSEJZwXUu8kXWaSvePBdFW4Me/5.png&nbsp;&nbsp;</p>
<h2>Conclusion</h2>
<p>Steemit.com remians the most active app posting to the steem blockchain. &nbsp;We can also see a rise in the activity of the other apps. &nbsp;This is very encouraging and I hope to see the gap between Steemit.com and other apps close more in the next 12 months.</p>
<p>Its fantastic to see apps llike steempress, dtube, partkito, actifit and dlike take a market share of the posts in the last few months. &nbsp;Its also interesting to see Dmania make a comeback.</p>
<p>I would love to see the same analysis done with comments, however the query for the year is way to big for me to analyse in this way using the tools I have.</p>
<h2>Data and query</h2>
<p>As always I connected to Steemsql managed by @arcange and I used Power BI to preform the analysis. &nbsp;The M code used to gather this data was</p>
<pre><code>let</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;Source = Sql.Database("vip.steemsql.com", "DBSteem", [Query="select author, permlink, created, json_metadata#(lf)from Comments#(lf)where CONVERT(DATE,created) BETWEEN '2018-01-01' AND '2018-12-31'#(lf)and depth = 0"]),</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;#"Changed Type" = Table.TransformColumnTypes(Source,{{"created", type date}}),</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;#"Parsed JSON" = Table.TransformColumns(#"Changed Type",{{"json_metadata", Json.Document}}),</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;#"Expanded json_metadata" = Table.ExpandRecordColumn(#"Parsed JSON", "json_metadata", {"app"}, {"json_metadata.app"}),</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;#"Filtered Rows" = Table.SelectRows(#"Expanded json_metadata", each true),</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;#"Inserted Text Before Delimiter" = Table.AddColumn(#"Filtered Rows", "Text Before Delimiter", each Text.BeforeDelimiter([json_metadata.app], "/"), type text),</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;#"Filtered Rows1" = Table.SelectRows(#"Inserted Text Before Delimiter", each true),</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;#"Removed Errors" = Table.RemoveRowsWithErrors(#"Filtered Rows1", {"Text Before Delimiter"}),</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;#"Filtered Rows2" = Table.SelectRows(#"Removed Errors", each true)</code></pre>
<pre><code>in</code></pre>
<pre><code>&nbsp;&nbsp;&nbsp;&nbsp;#"Filtered Rows2"</code></pre>
<p>&nbsp;</p>
<h2>Shameless Promotion</h2>
<p>&nbsp;Like what we are doing? &nbsp;Dont forget to vote for <a href="https://steemit.com/@steemcommunity">@steemcommunity</a> as your steem witness.&nbsp; You can vote for our witness using SteemConnect here: <a href="https://steemconnect.com/sign/account-witness-vote?witness=steemcommunity&amp;approve=1">https://steemconnect.com/sign/account-witness-vote?witness=steemcommunity&amp;approve=1</a>&nbsp;</p>
<p>https://steemitimages.com/640x0/https://cdn.steemitimages.com/DQmbQRxg3R9M2AFLHQjW388a6ng6ofoN3UVux5B8FGtiiWA/1.png&nbsp;</p>
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πŸ‘  , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , and 491 others
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vote details (555)
@alexs1320 ·
It's really nice to hear something ecouraging
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@paulag ·
it sure is
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@birdinc ·
Are we approaching The Flippening!?
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@paulag ·
na not yet, but if we were to do a steemit off week, or if steemit started charging a 20% benefactor charge, then we could move very fast
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@clumsysilverdad ·
WOW WOW WOW  
Fantastic post, great charts!  Having well over a hundred DApps is impressive, even though the contraction in use is a bit of a bummer.  Great overview and cool moving graphics.  Thanks for being a source of clarity in the confusion of the STEEM blockchain.  

RESTEEMED (-:
πŸ‘  
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@paulag ·
Glad you like it @clumsysilverdad.  I think as time passes we will see dapps usage rate grow and steemit.coms delcine further, this rocks
πŸ‘  
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@crokkon · (edited)
$12.76
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vote details (13)
@paulag ·
$0.03
thanks for the review @crokkon, im looking forward to running this in a few months.  i think we will see a different picture then
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@utopian-io ·
Thank you for your review, @crokkon! Keep up the good work!
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@dexterdev ·
Why is musing and stemq not included?
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@paulag ·
All apps from which root posts are made by are included. Many dont make it out of that cluster to have an impact, and the tables show the top 28 so i dont bombard with massive tables of a few hundred apps for people to pour over. Do musing and stemq have authors use root posts or comments?

Posted using [Partiko Android](https://steemit.com/@partiko-android)
πŸ‘  
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@dexterdev ·
what does root post and comments mean? Are you on discord? Can I chat you there?
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@newageinv ·
The trend has great implications for the ecosystem and should encourage DApps to continue developing as Steemit will continue to fall behind.  Once others become the launchpad for new users into Steem, I would assume that retention could improve given the great communities being built around each.  I have tried to limit my use of Steemit lately and have bot felt the need to go back at all which is great!

Posted using [Partiko iOS](https://steemit.com/@partiko-ios)
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@paulag ·
I agree, more focused apps should increase retention, this is a great thing.
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@pennsif ·
This post has been included in today's  [**SOS Daily News**](https://steemit.com/steem/@pennsif/sosdailynewsallyouneedtoknowaboutthestateofsteem13december2018-5z6ceren6u) - a digest of all you need to know about the State of Steem.

***

* *Promoter of [**The SOS Forums : Weekly Discussion Forums on the State of Steem**](https://steemit.com/steem/@pennsif/the-state-of-steem-forum-1-supported-by-dsound-thursday-13-december-8pm-11pm-utc-msp-waves).*

* *Co-ordinator of [**SteemClub-UK**](https://steemit.com/@steemclub-uk).*

* *Editor of the [**weekly listing of steem radio shows, podcasts & social broadcasts**](https://steemit.com/mspwaves/@pennsif/schedule-of-steem-radio-shows-podcasts-and-social-broadcasts-supported-by-dsound-week-beginning-10-december-2018).*

* *Founder of the [**A Dollar A Day**](https://steemit.com/adollaraday/@adollaraday/a-dollar-a-day-charitable-giving-project-over-usd600-donated-in-november-2018-monthly-summary-of-donations-received-and-given) charitable giving project.*

https://pennsif.com/wp-content/uploads/2018/08/adollaraday-linear-400x98.jpg

***
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@robertoueti ·
As we can see, the quantity of people using Steemit is decreasing by the time. It's an amazing thing since we can break out the hegemony of that app.
Thanks for sharing!
Cheers!
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@paulag ·
it will be fantastic when apps have more activity than steemit
πŸ‘  
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vote details (1)
@robertoueti ·
After the last @ned talk, I think it won't need so much time to that occurs. Maybe in February we can see that. Busy is a tough competitor for Steemit, maybe will be busy getting the majority of the activity soon.
Thanks for sharing!
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@sorin.cristescu ·
$0.03
It will only be "fantastic" if the **overall total number of people using steem** (the blockchain and all the apps) **was increasing!** Which unfortunately is quite the contrary to facts

When the proportion of people using Steemit is decreasing on the backdrop of a **sharp overall decline in users** it is mostly indicative of the fact that the less engaged users peel away and only the "hard core" users remain. These latter users are by definition more likely to know about the other apps and know the strengths and weaknesses of each and make a more nuanced use of them. 

Whereas "low intensity" users just default to steemit.com (but have currently all but deserted the platform)
πŸ‘  ,
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vote details (2)
@robertoueti ·
$0.05
I agree with you @sorin.cristescu about the overall quantity of people using steem. However, we need to see the crypto world as a whole. The quantity going out of cryptos is huge, the speculators are going out (besides people who invested and don't have the calm necessary to continue investing), but now, as we can see, people who continue to be here are that one who really think the platform have future.
So, we have a drop of total number of people, yes... But the overall quality has increase.
πŸ‘  
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vote details (1)
@smooth ·
Would be interesting to look at activity other than root posts. I know there is one app that puts all of its content into comments, and some of the other apps may show relatively high usage in terms of non-posting engagement.

Obviously this raises the question of comment spam, automated voting, etc. though some of this may be identifiable as associated with specific app tags.
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@paulag ·
yes, steemmonsters for example is not included in this report as its not a 'posting app'.   
There are too many millions of rows of comments to be pulled for a full year on the comments side, so maybe this would have to be a snapshop of 1 month if I were to look at this data, but I would expect to see 'parkito' rank very high with comments, I wonder how wrong I could be :-) 

 Then for voting...hmmm, im not sure of the top of my head about this one...
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@steem-ua ·
#### Hi @paulag!

Your post was upvoted by @steem-ua, new Steem dApp, using UserAuthority for algorithmic post curation!
Your **UA** account score is currently 7.000 which ranks you at **#89** across all Steem accounts.
Your rank has improved 1 places in the last three days (old rank 90).

In our last Algorithmic Curation Round, consisting of 368 contributions, your post is ranked at **#2**. Congratulations! 
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@steemitboard ·
Congratulations @paulag! You have completed the following achievement on the Steem blockchain and have been rewarded with new badge(s) :

<table><tr><td>https://steemitimages.com/60x70/http://steemitboard.com/@paulag/votes.png?201812131701</td><td>You made more than 23000 upvotes. Your next target is to reach 24000 upvotes.</td></tr>
</table>

<sub>_[Click here to view your Board of Honor](https://steemitboard.com/@paulag)_</sub>
<sub>_If you no longer want to receive notifications, reply to this comment with the word_ `STOP`</sub>


To support your work, I also upvoted your post!


> Support [SteemitBoard's project](https://steemit.com/@steemitboard)! **[Vote for its witness](https://v2.steemconnect.com/sign/account-witness-vote?witness=steemitboard&approve=1)** and **get one more award**!
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@steemstem ·
re-paulag-exploratory-analysis-shows-dapps-activity-is-gaining-market-share-on-steemit-com-1544705375612-20181214t001659984z
<div class='text-justify'> <div class='pull-left'> <br /> <center> <img width='125' src='https://i.postimg.cc/9FwhnG3w/steemstem_curie.png'> </center>  <br/> </div> <br /> <br /> 

 This post has been voted on by the **SteemSTEM** curation team and voting trail in collaboration with **@curie**. <br /> 
 If you appreciate the work we are doing then consider [voting](https://www.steemit.com/~witnesses) both projects for witness by selecting [**stem.witness**](https://steemconnect.com/sign/account_witness_vote?approve=1&witness=stem.witness) and [**curie**](https://steemconnect.com/sign/account_witness_vote?approve=1&witness=curie)! <br /> 
For additional information please join us on the [**SteemSTEM discord**]( https://discord.gg/BPARaqn) and to get to know the rest of the community! </div>
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@utopian-io ·
Hey, @paulag!

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