#### Repository https://github.com/blws/insteemr #### Introduction This analysis will in depth explore a possible number of jobs on steem platform. More precisely, this analysis focuses on these 7 platforms: dlive, dtube, utopian-io, steemstem, dsound, steepshot and artzone, because these platforms are dedicated to pay regularly and they can provide stable payouts.

#### Outline - Scope - Results - Dlive distribution - Dtube distribution - Utopian-io distribution - Steemstem distribution - Dsound distribution - Steepshot distribution - Artzone distribution - How many users could earn for a minimum wage - Exploring potentially stable jobs - How many users actually earn more than 200$ a week? - Ranking of stable jobs with average earnings - Projection - Conclusion - Tools and Scripts - Relevant Links and Resources #### Scope Data used in this analysis is a collection of all posts (without comments) created during one week. Begin date is Thu Jun 21 2018 and the snapshot is taken on Thu Jun 28 2018. Number of posts created: 197,300 Earnings of posts: 388,469 $ Earnings without interest: 272,965 $ Steem Price on snapshot date: 1,21 $ Total steem supply: 282.550.966 STEEM EWI - Earnings without interest ##### Results Earning distribution of all created posts

Group	Num	%	Earn	E%	EWI	EWI
All	197300	100	$ 388469	100.0	$ 272965	70.3%
>$100	374	0.2	$ 70804	18.2	$ 29272	41.3%
$6-$99	12603	6.4	$ 242909	62.5	$ 177217	73.0%
$1-$5	23411	11.9	$ 58755	15.1	$ 50476	85.9%
$0-$1	160912	81.6	$ 16001	4.1	$ UNK	UNK

81,6% of posts are under 1$ and get 4,1% of all earnings.
11,9% of posts are between 1$ and 6$ and get 15,1% of all earnings.
![1PIC 87796.png](https://cdn.steemitimages.com/DQmZcs8B6HoTn97Bo9eUu7n8t29WJEEcLXQZvBHqbS3ihX5/1PIC%2087796.png)
6,6% of all posts get 6$ or more and get 80.7% of all earnings.
##### Dlive distribution ![2PIC 87796.png](https://cdn.steemitimages.com/DQma6fUW2ZonJt6f6wB6bPC9DWLej6qkvmLQBcMxfY3LoWe/2PIC%2087796.png)

Group	Num	%	Earn	E%	EWI	EWI
>$100	18	0.1%	$ 4038	1.3	$ 1510	37.4%
$6-$99	1667	12.8%	$ 23211	7.4	$ 20865	89.9%

##### Dtube distribution ![3PIC 93537 (1).png](https://cdn.steemitimages.com/DQmarWBNLvLqjCa9CCS7scXxDQTKYoozXBZNnJCJPMUtEJW/3PIC%2093537%20(1).png)

Group	Num	%	Earn	E%	EWI	EWI
>$100	29	0.2%	$ 4081	1.3	$ 2179	53.4%
$6-$99	709	5.5%	$ 22001	7.0	$ 19182	87.2%

##### Utopian-io distribution ![3PIC 87796.png](https://cdn.steemitimages.com/DQmTLLJzML8sRbTeQ6KeviyYTZdNy8tCNeJzwam9s2P7FFX/3PIC%2087796.png)

Group	Num	%	Earn	E%	EWI	EWI
>$100	25	0.2%	$ 3905	1.2	$ 3372	86.4%
$6-$99	139	1.1%	$ 5468	1.7	$ 5227	95.6%

##### Steemstem distribution ![4PIC 87796.png](https://cdn.steemitimages.com/DQmXLTnkS8ZmUeTdKJXsXccTTs9QFN9diD2rsVzP6GNEubD/4PIC%2087796.png)

Group	Num	%	Earn	E%	EWI	EWI
>$100	10	0.1%	$ 1519	0.5	$ 1192	78.5%
$6-$99	170	1.3%	$ 4856	1.5	$ 4704	96.9%

##### Dsound distribution ![5PIC 87796.png](https://cdn.steemitimages.com/DQmaog9FR9BHsDQefgNhmzDF4JwHKwqR6gYom8MQve7ebF3/5PIC%2087796.png)

Group	Num	%	Earn	E%	EWI	EWI
>$100	0	0.0%	$ 0	0.0	$ 0	NaN%
$6-$99	374	2.9%	$ 5180	1.7	$ 4771	92.1%

##### Steepshot distribution ![steep.png](https://cdn.steemitimages.com/DQmeQ7MDhVFt4bA6mhtPMdgGxpnCya5E6b7gkagbD6yREbW/steep.png)

Group	Num	%	Earn	E%	EWI	EWI
>$100	2	0.0%	$ 741	0.2	$ 35	4.7%
$6-$99	329	2.5%	$ 4884	1.6	$ 3302	67.6%

##### Artzone distribution ![artzone.png](https://cdn.steemitimages.com/DQmTSij1zZVBCS7yo8EkMQCMruhP2QeB28MNPSzmABsVHWx/artzone.png)

Group	Num	%	Earn	E%	EWI	EWI
>$100	1	0.0%	$ 116	0.0	$ 63	54.3%
$6-$99	268	2.1%	$ 3781	1.2	$ 3357	88.8%

##### How many users could earn for a minimum wage
So lets just say if you can earn more than 200$ a week that we can call that a job. Not counting posts below 6$ and removing interest earnings.
Real earnings
= 206,488$
= 53,2% of all earnings
Maximum number of jobs
= 206,488 $ / 200 $
= 1032 jobs
Number of jobs per 1$ in steem price
= MaxNumberOfJobs / SteemPrice
= 853 Jobs/1$
The minimum price of creating 1 job
= SteemTotalSupply / NumberOfJobsPerDolar
= 331,243 $
This means we can easily evaluate the maximum number of jobs steem can provide.
For example, with current steem price of 1,21$ * 853 jobs/$
= 1032 jobs ##### Exploring potentially stable jobs
Let's sum all potential earnings of dlive, dtube, utopian-io, steemstem, dsound, steepshot and artzone.

| Platform| Earnings | Number of posts | Average Earnings per post | |--------------|--------------:|--------------:|--------------:| | dlive | 22,376$ | 1,685 | 13.27$ | | dtube | 21,361$ | 738 | 28.94$ | | utopian-io | 8,600$ | 164 | 52.43$ | | steemstem | 5,869$ | 180 | 32.60$ | | dsound | 4,771$ | 374 | 12.75$ | | steepshot | 3,334$ | 331 | 10.08$ | | artzone | 3,419$ | 269 | 12.71$ | Sum of Stable Earnings
= 69,730$
Percentige of stable earnings
= StableEarnings/RealEarnings
= 29.32%
Average number of jobs
= StableEarnings $/ 200$
= 348 jobs
Stable number of jobs per 1$ in steem price
= AverageNumberOfJobs/SteemPrice
= 288 Jobs/$
Minimum price of creating 1 stable job
= SteemTotalSupply / StableNumberOfJobsPerDolar
= 981,079 $
##### How many users actually earn more than 200$ a week?
Number of users with weekly post earnings above 200$
= 175
Actual number of jobs
= 175
Actual number of jobs per 1$ in steem price
= ActualNumberOfJobs / SteemPrice
= 144 jobs/$
Minimum price of creating 1 actual job
= SteemTotalSupply / ActualNumberOfJobs
= 1,962,159$
##### Ranking of stable jobs with average earnings
| Platform| Category | Earnings | Number of posts | Average Earnings per post | |--------------|--------------|--------------:|--------------:|--------------:| | utopian-io | steemdev | 1,564$ | 21 | 74,47$ | | utopian-io | development | 2,673$ | 38 | 70,34$ | | steemstem | education | 798$ | 12 | 66,50$ | | utopian-io | translations | 1,093$ | 20 | 54,65$ | | utopian-io | graphics | 1,249$ | 23 | 54,30$ | | utopian-io | tutorials | 394$ | 9 | 43,77$ | | steemstem | science | 3,827$ | 99 | 38,65$ | | steemstem | technology | 649$ | 19 | 34,15$ | | dtube | food | 4,139$ | 132 | 31,35$ | | dtube | cryptocurrency | 4,429$ | 141 | 31,41$ | | dtube | vlog | 5,092$ | 165 | 30,86$ | | steemstem | stemng | 1,294$ | 42 | 30,80$ | | dtube | gaming | 3,849$ | 129 | 29,83$ | | steemstem | stem-espanol | 1,018$ | 38 | 26,78$ | | dtube | music | 4,752$ | 183 | 25,96$ | | utopian-io | bug-hunting | 450$ | 24 | 18,75$ | | steepshot | love | 203$ | 14 | 14,50$ | | dlive | learning | 6,654$ | 472 | 14,09$ | | dlive | dlivestar | 5,232$ | 408 | 12,82$ | | artzone | | 3,419$ | 269 | 12,71$ | | dsound | dsound-original | 2,984$ | 237 | 12,59$ | | steepshot | travel | 1,058$ | 86 | 12,30$ | | dlive | game | 6,448$ | 536 | 12,02$ | | steepshot | photography | 794$ | 69 | 11,50$ | | steepshot | photography | 1,994$ | 194 | 10,27$ | ##### Projection
Number of jobs dependent on steem price
| Steem Price | 1$ | 10$ | 100$ | 1,000$ | 10,000$ | |--------------|--------------:|--------------:|--------------:|--------------:|--------------:| | Actual | 144 | 1,440 | 14,400 | 144,000 | 1,440,000 | | Average | 348 | 3,480 | 34,800 | 348,000 | 3,480,000 | | Maximum | 1,032 | 10,320 | 103,200 | 1,032,000 | 10,320,000 | #### Conclusion
Big question is, how could we create more stable jobs? One solution that comes to my mind is to integrate bid-bots into dlive, dtube, utopian-io, dsound, artzone and steepshot, because that way these platforms could accumulate more steem power and therefore lower the price of job creation. #### Tools and Scripts https://blws.github.io/insteemr -for generating data and images
Script for crawling all posts with steem.js ``` //get all posts created in last 7 days getCreated("",0,7); function getCreated(tag, dayBegin, dayEnd) { if (notFirstPost == 0) { notFirstPost = 1; steem.api.getDiscussionsByCreated({ "tag": tag, "limit": 100 }, function (err, result) { allPostParser(err, result, dayBegin, dayEnd, tag); }); } else { steem.api.getDiscussionsByCreated({ "tag": tag, "limit": 100, "start_permlink": window.permlink, "start_author": window.author }, function (err, result) { allPostParser(err, result, dayBegin, dayEnd, tag); }); } } function allPostParser(err, result, dayBegin, dayEnd, tag) { if (err === null) { var i, len = result.length; for (i = 0; i < len; i++) { var discussion = result[i]; if (i == len - 1) { window.permlink = discussion.permlink; window.author = discussion.author; } else { hDat = new Date(discussion.created); } if ((i == 0) && (firstTime == 0)) { firstTime = 1; firstDate = new Date(discussion.created); if (dayBegin == 0) { window.dayBeginFlag = 1; } else { window.dayBeginFlag = 0; } beginDate = new Date(firstDate); beginDate.setDate(firstDate.getDate() - dayBegin); endDate = new Date(firstDate); endDate.setDate(firstDate.getDate() - dayEnd); timeDiff = new Date(beginDate).getTime() - new Date(endDate).getTime(); } if (window.dayBeginFlag) { var ppv = parseFloat(discussion.pending_payout_value.substring(0, discussion.pending_payout_value.length - 4)); discussion.ppv = ppv; discussion.rshr = 0; discussion.rshrw = 0; var benlist = []; for (z = 0; z < discussion.beneficiaries.length; z++) { benlist.push(discussion.beneficiaries.account); } if (ppv >= 1) { for (k = 0; k < discussion.active_votes.length; k++) { discussion.rshr += parseFloat(discussion.active_votes[k].rshares); if (botlist.includes(discussion.active_votes[k].voter)) { discussion.rshrw += parseFloat(discussion.active_votes[k].rshares); } if (benlist.includes(discussion.active_votes[k].voter)) { discussion.rshrw += parseFloat(discussion.active_votes[k].rshares); } if (discussion.author == discussion.active_votes[k].voter) { discussion.rshrw += parseFloat(discussion.active_votes[k].rshares); } } } ppvSum += ppv; discussion.eebib = discussion.rshrw / discussion.rshr; discussion.ppw = discussion.ppv * (1 - discussion.eebib); var ppw = discussion.ppw; //console.log(ppv); if (isNaN(ppw) == 0) { ppwSum += ppw; }if (discussion.ppv >= 6) { resAry.push(discussion); } postCnt++; } else { console.log("error line"); } } } else { cs(err); } }; ``` #### Relevant Links and Resources Website https://blws.github.io/insteemr

Links https://blws.github.io/insteemr/index.html?dlive
https://blws.github.io/insteemr/index.html?dtube
https://blws.github.io/insteemr/index.html?utopian-io
https://blws.github.io/insteemr/index.html?steemstem
https://blws.github.io/insteemr/index.html?dsound
https://blws.github.io/insteemr/index.html?artzone
https://blws.github.io/insteemr/index.html?steepshot
#### Proof of Authorship @proba1 GitHub Account https://github.com/blws Data file commit https://github.com/blws/insteemr/commit/6afe5a706d9e72cfa7de6d3937e615d590fb6031