create account

Generate a Word Cloud and Sentiment Analysis for Your Steemit Account by bbilgin

View this thread on: hive.blogpeakd.comecency.com
· @bbilgin ·
$0.27
Generate a Word Cloud and Sentiment Analysis for Your Steemit Account
Yesterday, I came across two Steemit [tools](https://evanmarshall.github.io/steemit-cloud/) by @egmracer01.

The first tool generates a word cloud for a given Steemit account. The word cloud that I generated for my Steemit account yesterday is below.

![wordcloud.png](https://steemitimages.com/DQmTSA4suphYePxf7cB2JW6zfLWSjA8HxWvTtDW3eNpyNjj/wordcloud.png)

The second tool generates a sentiment analysis for a given Steemit account. The sentiment analysis of my Steemit account is below.

![sentiment.png](https://steemitimages.com/DQmRJaLK8zEpGSph9K3kgu4aGvrZiMCPYpugNSM5wVXqfAn/sentiment.png)

# Potential Use in Steemit

They are both nice ideas and actually both of them can be useful if they are embedded in Steemit profiles.

When you check someone's profile for the first time, their word cloud and sentiment analysis can give an idea about the posts of that person, much faster than reading their posts.

I can imagine that some people would like to follow accounts that have more positive sentiment. The word cloud also says a lot whether the account is relevant or not. Both of the tools would add value to the platform if embedded in Profile.

# Feedback for Writers

Moreover, serious writers could analyze their word cloud to improve their use of language. If you're using the same words too often, they would stand out in the cloud and you might want to avoid them and you might want to use their synonyms instead.

# Potential Use in Investing

The sentiment analysis have greater applications though. In investing, contrarian investors look for extreme positive or extreme negative sentiments in the markets. Using this tool can help automate measuring the sentiment of the market.

In order for the sentiment tool to be useful as a technical indicator, it has to be tested on real data. So, without any statistical analysis, we can't say that it's a reliable investing method. 

And who knows maybe it has some room for improvement, because when I look at my sentiment analysis, it's slightly positive, but I wouldn't say that my last posts were very positive. 

Maybe this tool looks at the individual words and doesn't recognize the meaning when they are used together. I don't know.

# Shout out to @egmracer01 

In either case, both tools have some potential to be used on the Steemit platform, so make sure you check the results for your own account via this [link](https://evanmarshall.github.io/steemit-cloud/) and check other posts of @egmracer01 in his profile.
👍  , , , , , ,
properties (23)
authorbbilgin
permlinkgenerate-a-word-cloud-and-sentiment-analysis-for-your-steemit-account
categorysteemit
json_metadata{"tags":["steemit","word-cloud","sentiment-analysis","steemit-tools","investing"],"users":["egmracer01"],"image":["https://steemitimages.com/DQmTSA4suphYePxf7cB2JW6zfLWSjA8HxWvTtDW3eNpyNjj/wordcloud.png","https://steemitimages.com/DQmRJaLK8zEpGSph9K3kgu4aGvrZiMCPYpugNSM5wVXqfAn/sentiment.png"],"links":["https://evanmarshall.github.io/steemit-cloud/"],"app":"steemit/0.1","format":"markdown"}
created2018-02-28 18:39:45
last_update2018-02-28 18:39:45
depth0
children10
last_payout2018-03-07 18:39:45
cashout_time1969-12-31 23:59:59
total_payout_value0.210 HBD
curator_payout_value0.061 HBD
pending_payout_value0.000 HBD
promoted0.000 HBD
body_length2,489
author_reputation125,110,068,654
root_title"Generate a Word Cloud and Sentiment Analysis for Your Steemit Account"
beneficiaries[]
max_accepted_payout1,000,000.000 HBD
percent_hbd10,000
post_id41,191,531
net_rshares48,992,599,941
author_curate_reward""
vote details (7)
@egmracer01 ·
$0.05
Thanks for the shoutout. If anyone has recommendations or ideas for things to build in the future, I'm all ears.
👍  , , ,
properties (23)
authoregmracer01
permlinkre-bbilgin-generate-a-word-cloud-and-sentiment-analysis-for-your-steemit-account-20180228t193726029z
categorysteemit
json_metadata{"tags":["steemit"],"app":"steemit/0.1"}
created2018-02-28 19:37:24
last_update2018-02-28 19:37:24
depth1
children7
last_payout2018-03-07 19:37:24
cashout_time1969-12-31 23:59:59
total_payout_value0.043 HBD
curator_payout_value0.010 HBD
pending_payout_value0.000 HBD
promoted0.000 HBD
body_length112
author_reputation478,311,033,016
root_title"Generate a Word Cloud and Sentiment Analysis for Your Steemit Account"
beneficiaries[]
max_accepted_payout1,000,000.000 HBD
percent_hbd10,000
post_id41,203,171
net_rshares10,053,795,294
author_curate_reward""
vote details (4)
@bbilgin ·
Yesterday, we had a talk about the friction to go to another website. Today, I realized that I check my steemd feed way more often than steemit feed, because there are no notifications feed on steemit and steemd acts as a notification feed.

If a decent discovery algorithm for Steemit was implemented on another domain, even on a webpage on another domain like your tool above, and it opened the Steemit posts in new tabs, I'd definitely use it as my start page for my steemit browsing.
👍  
properties (23)
authorbbilgin
permlinkre-egmracer01-re-bbilgin-generate-a-word-cloud-and-sentiment-analysis-for-your-steemit-account-20180301t023243377z
categorysteemit
json_metadata{"tags":["steemit"],"app":"steemit/0.1"}
created2018-03-01 02:32:45
last_update2018-03-01 02:32:45
depth2
children0
last_payout2018-03-08 02:32:45
cashout_time1969-12-31 23:59:59
total_payout_value0.000 HBD
curator_payout_value0.000 HBD
pending_payout_value0.000 HBD
promoted0.000 HBD
body_length487
author_reputation125,110,068,654
root_title"Generate a Word Cloud and Sentiment Analysis for Your Steemit Account"
beneficiaries[]
max_accepted_payout1,000,000.000 HBD
percent_hbd10,000
post_id41,268,635
net_rshares569,966,893
author_curate_reward""
vote details (1)
@sadekj ·
I have noticed that the word cloud includes common non-significant words like: "Thank", "post" and "think". Maybe they should be excluded.
👍  ,
properties (23)
authorsadekj
permlinkre-egmracer01-re-bbilgin-generate-a-word-cloud-and-sentiment-analysis-for-your-steemit-account-20180228t201134278z
categorysteemit
json_metadata{"tags":["steemit"],"community":"busy","app":"busy/2.4.0"}
created2018-02-28 20:11:42
last_update2018-02-28 20:11:42
depth2
children5
last_payout2018-03-07 20:11:42
cashout_time1969-12-31 23:59:59
total_payout_value0.000 HBD
curator_payout_value0.000 HBD
pending_payout_value0.000 HBD
promoted0.000 HBD
body_length138
author_reputation5,340,306,134,692
root_title"Generate a Word Cloud and Sentiment Analysis for Your Steemit Account"
beneficiaries[]
max_accepted_payout1,000,000.000 HBD
percent_hbd10,000
post_id41,209,319
net_rshares1,350,849,138
author_curate_reward""
vote details (2)
@bbilgin ·
$0.73
Actually, it's not that bad that it shows thank as your biggest word. It shows that you're a grateful person.

Moreover words like "think" and "believe" could be interesting for writers. If they pop up too much on the word cloud, the writer needs to pay attention to use them less, because they make one's writing weaker.

So, this can be a parameter for the user. Just an empty text box, with the option to populate it with common words like you mention. And the user could have the option to add extra words to be excluded. Eventually, this text box could be prepopulated with a standard list.
👍  , ,
properties (23)
authorbbilgin
permlinkre-sadekj-re-egmracer01-re-bbilgin-generate-a-word-cloud-and-sentiment-analysis-for-your-steemit-account-20180301t023812708z
categorysteemit
json_metadata{"tags":["steemit"],"app":"steemit/0.1"}
created2018-03-01 02:38:15
last_update2018-03-01 02:38:15
depth3
children1
last_payout2018-03-08 02:38:15
cashout_time1969-12-31 23:59:59
total_payout_value0.552 HBD
curator_payout_value0.176 HBD
pending_payout_value0.000 HBD
promoted0.000 HBD
body_length595
author_reputation125,110,068,654
root_title"Generate a Word Cloud and Sentiment Analysis for Your Steemit Account"
beneficiaries[]
max_accepted_payout1,000,000.000 HBD
percent_hbd10,000
post_id41,269,457
net_rshares134,679,487,723
author_curate_reward""
vote details (3)
@egmracer01 ·
$0.03
That's a good suggestion. Here's the list of words I currently have ignored: https://github.com/evanmarshall/steemit-cloud/blob/master/src/ignored-words.js
👍  
properties (23)
authoregmracer01
permlinkre-sadekj-re-egmracer01-re-bbilgin-generate-a-word-cloud-and-sentiment-analysis-for-your-steemit-account-20180228t212653726z
categorysteemit
json_metadata{"tags":["steemit"],"links":["https://github.com/evanmarshall/steemit-cloud/blob/master/src/ignored-words.js"],"app":"steemit/0.1"}
created2018-02-28 21:26:54
last_update2018-02-28 21:26:54
depth3
children2
last_payout2018-03-07 21:26:54
cashout_time1969-12-31 23:59:59
total_payout_value0.026 HBD
curator_payout_value0.006 HBD
pending_payout_value0.000 HBD
promoted0.000 HBD
body_length155
author_reputation478,311,033,016
root_title"Generate a Word Cloud and Sentiment Analysis for Your Steemit Account"
beneficiaries[]
max_accepted_payout1,000,000.000 HBD
percent_hbd10,000
post_id41,222,928
net_rshares6,660,893,728
author_curate_reward""
vote details (1)
@sadekj ·
$0.88
Nice tools. Thanks to both of you, @egmracer01 and @bbilgin.
I have tried it and this is the result I got:

![word cloud.png](https://res.cloudinary.com/hpiynhbhq/image/upload/v1519848529/e5uwudewbodmsv2xgcud.png)

![sent.png](https://res.cloudinary.com/hpiynhbhq/image/upload/v1519848547/nqkdewlt2f2ulqevfxyb.png)

👍  , , ,
properties (23)
authorsadekj
permlinkre-bbilgin-generate-a-word-cloud-and-sentiment-analysis-for-your-steemit-account-20180228t201057125z
categorysteemit
json_metadata{"tags":["steemit"],"community":"busy","app":"busy/2.4.0"}
created2018-02-28 20:11:06
last_update2018-02-28 20:11:06
depth1
children1
last_payout2018-03-07 20:11:06
cashout_time1969-12-31 23:59:59
total_payout_value0.884 HBD
curator_payout_value0.000 HBD
pending_payout_value0.000 HBD
promoted0.000 HBD
body_length316
author_reputation5,340,306,134,692
root_title"Generate a Word Cloud and Sentiment Analysis for Your Steemit Account"
beneficiaries[]
max_accepted_payout1,000,000.000 HBD
percent_hbd10,000
post_id41,209,201
net_rshares215,974,964,842
author_curate_reward""
vote details (4)
@bbilgin ·
$0.03
Your balance is definitely more tilted towards the positive side, which is good.

The word cloud gives a good idea about your posts as expected. It would be difficult for me to keep in my mind what each person that I follow posts about, but with this tool I can see the "big picture" of an account. I really like that.
👍  
properties (23)
authorbbilgin
permlinkre-sadekj-re-bbilgin-generate-a-word-cloud-and-sentiment-analysis-for-your-steemit-account-20180301t022821519z
categorysteemit
json_metadata{"tags":["steemit"],"app":"steemit/0.1"}
created2018-03-01 02:28:24
last_update2018-03-01 02:28:24
depth2
children0
last_payout2018-03-08 02:28:24
cashout_time1969-12-31 23:59:59
total_payout_value0.026 HBD
curator_payout_value0.006 HBD
pending_payout_value0.000 HBD
promoted0.000 HBD
body_length318
author_reputation125,110,068,654
root_title"Generate a Word Cloud and Sentiment Analysis for Your Steemit Account"
beneficiaries[]
max_accepted_payout1,000,000.000 HBD
percent_hbd10,000
post_id41,268,013
net_rshares6,536,001,971
author_curate_reward""
vote details (1)