How are you feeling Elon?

Exploring twitter posts by the richest person in the world.
Database provided by Alex Huggler.

Founder, CEO, and Chief Engineer of SpaceX; angel investor, CEO, and Product Architect of Tesla, Inc.; founder of The Boring Company; co-founder of Neuralink and OpenAI; president of the Musk Foundation; and owner and CEO of Twitter, Inc. The richest man in the world, he attracts both devoted followers and fervent critics, with a fair share of controversies trailing him. Love him or hate him, he remains a fascinating figure to follow. Evidently, I’m not alone in this sentiment—his account is the second most followed on Twitter.

Elon Musk

@elonmusk • June 4, 2010

Please ignore prior tweets, as that was someone pretending to be me :) This is actually me.

967

967

967

After his first tweet and an 18-month hiatus, Elon posted 42 tweets in December 2011. Since then, he hasn't taken a single break from the platform.

Elon Musk

@elonmusk • Dec 30, 2011

Sew one button, doesn't make u a tailor; cook one meal, doesn't make u a chef; but f* one horse and u r a horsef*er for all of history...

1993

43.8k

167K

Elon Musk

@elonmusk • Dec 24, 2011

Kanye stopped by the SpaceX rocket factory today.

967

559

6030

What is sentiment analysis?

“Sentiment analysis (also known as opinion mining) is a natural language processing (NLP) algorithm to identify, extract, and quantify the emotional tone behind a body of text.

[...]

In this respect, we can use sentiment analysis to see whether the emotion of a tweet is positive, neutral, or negative.”

- Monica Rotulo

Elon Musk

@elonmusk • Dec 24, 2011

Kanye stopped by the SpaceX rocket factory today.

967

559

6030

69%

Elon Musk

@elonmusk • Dec 30, 2011

Right mood, scented candles, Barry White singing "Can't Get Enough of Your Love, Baby" and the magic (by that I mean horsef*ing) happens ...

56

310

518

76%

Elon Musk

@elonmusk • Dec 30, 2011

Sew one button, doesn't make u a tailor; cook one meal, doesn't make u a chef; but f* one horse and u r a horsef*er for all of history...

1993

43.8k

167K

69%

Using RoBERTa, an AI developed by the Meta Research team, we can categorize Elon’s tweets into emotional categories: positive, neutral, or negative. The program also assigns each tweet a percentage weight, indicating how strongly the emotional tone leans toward a specific category.

It's important to note the limitations of this exercise. As Rotulo explains, “Tweets are different from other types of text data because they’re typically conversational and short.” Additionally, the program appears unable to interpret nuances such as irony or sarcasm.

Elon's sentiment analysis across time

RoBERTa classifies the majority of Elon’s tweets as neutral. While there are periods where both positive and negative tweets peak, the simultaneous peak in neutral tweets suggests that these spikes are more indicative of increased overall tweeting activity rather than a significant shift in the ratio of "positive" or "negative" tweets.

Adjusting the values as a percentage of total tweets per month provides a clearer perspective. Neutral tweets remain the majority, while positive sentiment consistently outweighs negative.

By further adjusting the data to group tweets by year and excluding the neutral category, we can see that positive tweets are almost five times greater in 2012. While 2022 shows the biggest jump in negative at a ratio of about 1 negative every 2 positive tweets.

Plotting these as line graphs highlights a potential trend. While positive tweets consistently outnumber negative ones each year, the proportion of tweets categorized by RoBERTa as positive appears to be declining over time. Conversely, negative tweets seem to be increasing, though this trend is less pronounced than the decline in positive tweets.

Take it with a grain of salt

Positive tweets consistently outnumber negative ones every year.

However, over time, the percentage of positive tweets has dropped from 45% of all tweets to just 26%.

It's important to remember the limitations of the algorithm, as well as the unique nature of tweets, which may affect its accuracy. Additionally, Elon’s tweeting volume has significantly increased over the years, and the trend toward more balanced ratios of positive and negative tweets could simply be a byproduct of the larger sample size.

Elon Musk

@elonmusk • Dec 30, 2011

Next I’m buying Coca-Cola to put the cocaine back in

1993

43.8k

167K

This is the 2nd most liked tweet in Twitter’s history

How were Elon's top 100 feeling?

Overall it seems the most successful tweets skew towards negative. However like the rest of his posts they are largely neutral.

Highest in sentimentaility out of top 100

Here are all the posts from the top 100 list that scored higher than 80% in either positive or negative sentiment:

22/38 are positive
15/38 are negative

Elon Musk

@elonmusk • Jun 20, 2022

Some great suggestions in the comments!

104.9k

2.7k

40.1k

95.5

%

Elon Musk

@elonmusk • Jul 9, 2018

Just returned from Cave 3. Mini-sub is ready if needed. It is made of rocket parts & named Wild Boar after kids’ soccer team. Leaving here in case it may be useful in the future. Thailand is so beautiful. https://t.co/EHNh8ydaTT

73.3k

73.3k

265.2k

96.7

%

Elon Musk

@elonmusk • Aug 26, 2022

Population collapse due to low birth rates is a much bigger risk to civilization than global warming

44.2k

42.1k

357.9k

89.9

%

Elon Musk

@elonmusk • Jul 25, 2022

The amount of attention on me has gone supernova, which super sucks. Unfortunately, even trivial articles about me generate a lot of clicks :( Will try my best to be heads down focused on doing useful things for civilization.

40k

21k

388.4k

80.9

%

Elon Musk

@elonmusk • Jun 19, 2022

I will keep supporting Dogecoin

37.1k

36.7k

391.2k

90.5

%

Elon Musk

@elonmusk • Nov 13, 2020

Something extremely bogus is going on. Was tested for covid four times today. Two tests came back negative, two came back positive. Same machine, same test, same nurse. Rapid antigen test from BD.

34.5k

88.3k

393.9k

87.9

%

Elon Musk

@elonmusk • Nov 12, 2018

Rest in peace, Stan Lee. The many worlds of imagination & delight you created for humanity will last forever.

72.9k

72.9k

400.8k

90.7

%

Elon Musk

@elonmusk • May 13, 2021

Working with Doge devs to improve system transaction efficiency. Potentially promising.

61.9k

79.7k

522.8k

95.2

%

Elon Musk

@elonmusk • Mar 15, 2020

Fear is the mind-killer

95.5k

95.5k

429k

87.6

%

Elon Musk

@elonmusk • Jun 1, 2017

Am departing presidential councils. Climate change is real. Leaving Paris is not good for America or the world.

192.3k

192.3k

474.8k

80.7

%

Elon Musk

@elonmusk • Jan 27, 2022

If you scare people enough, they will demand removal of freedom. This is the path to tyranny.

120.9k

120.9k

546.3k

88.3

%

Elon Musk

@elonmusk • May 22, 2020

Open your eyes, look up to the skies

73.9k

73.9k

561.6k

83.6

%

Elon Musk

@elonmusk • Aug 19, 2022

Still so grateful 🥹 https://t.co/EhdyXw4fqN

564.9k

31.8k

564.9k

96.4

%

Elon Musk

@elonmusk • Jan 28, 2021

Here come the shorty apologists Give them no respect Get Shorty

574.7k

60.5k

574.7k

84.7

%

Elon Musk

@elonmusk • Jan 12, 2021

Hey you … Yeah you Queen … You’re gonna make it! 💕💕 https://t.co/LrqdIrbIyd"

107.2k

107.2k

577.9k

96.4

%

Elon Musk

@elonmusk • Apr 17, 2022

Happy Easter! https://t.co/3gBFlrPOQO

34.3k

38k

588.6k

97.9

%

Elon Musk

@elonmusk • May 20, 2022

Super excited to be in Brazil for launch of Starlink for 19,000 unconnected schools in rural areas & environmental monitoring of Amazon! 🇧🇷 🌳 🛰 ♥️

592.1k

53.9k

592.1k

98.6

%

Elon Musk

@elonmusk • Jun 6, 2020

Selling weed literally went from major felony to essential business (open during pandemic) in much of America & yet many are still in prison. Doesn’t make sense, isn’t right.

139.4k

139.4k

654.4k

93.2

%

Elon Musk

@elonmusk • Apr 27, 2022

Truth Social is currently beating Twitter & TikTok on the Apple Store https://t.co/RxawVUAYKH

46k

50.6k

611.7k

80.9

%

Elon Musk

@elonmusk • May 18, 2022

Political attacks on me will escalate dramatically in coming months

65.2k

54.4k

641.6k

83.7

%

Elon Musk

@elonmusk • Jun 7, 2022

YouTube seems to be nonstop scam ads

56.5k

47.7k

639.4k

95.1

%

Elon Musk

@elonmusk • Dec 13, 2019

Baby Yoda 💕 https://t.co/jpQvCccHb9

115.2k

115.2k

684.1k

83.4

%

Elon Musk

@elonmusk • May 17, 2019

And I am forever grateful https://t.co/kU1pT8t0yv

122.8k

122.8k

695k

96.6

%

Elon Musk

@elonmusk • Jan 28, 2021

u can’t sell houses u don’t own u can’t sell cars u don’t own but u *can* sell stock u don’t own!? this is bs – shorting is a scam legal only for vestigial reasons

127.4k

127.4k

698.1k

86.9

%

Elon Musk

@elonmusk • Aug 17, 2022

Being a Mom is just as important as any career

81k

81k

736.9k

81.2

%

Elon Musk

@elonmusk • May 2, 2021

I love Art Deco

747k

12.4k

747k

98.3

%

Elon Musk

@elonmusk • May 18, 2022

In the past I voted Democrat, because they were (mostly) the kindness party. But they have become the party of division and hate so I can no longer support them and will vote Republican. Now watch their dirty tricks campaign against me unfold … 🍿

113.3k

121.2k

830.8k

90.5

%

Elon Musk

@elonmusk • Jan 9, 2021

My 14-year-old son, Saxon, said he feels like 2021 will be a good year. I agree. Let us all make it so.

873.9k

60k

873.9k

96.9

%

Elon Musk

@elonmusk • Aug 17, 2022

Also, I’m buying Manchester United ur welcome

56.7k

120.7k

889.9k

84.1

%

Elon Musk

@elonmusk • Feb 4, 2021

ur welcome https://t.co/e2KF57KLxb

135.6k

135.6k

942k

87.3

%

Elon Musk

@elonmusk • May 9, 2022

Chocolate milk is insanely good. Just had some.

72k

76.7k

1.1M

98.5

%

Elon Musk

@elonmusk • Apr 29, 2022

The far left hates everyone, themselves included!

63.2k

123.1k

1.2M

95.5

%

Elon Musk

@elonmusk • Mar 6, 2020

The coronavirus panic is dumb

41.4k

278.3k

1.5M

92.6

%

Elon Musk

@elonmusk • Apr 14, 2022

i♥️u

88.4k

85.8k

1.2M

89.7

%

Elon Musk

@elonmusk • Apr 28, 2022

Let’s make Twitter maximum fun!

115.7k

196.7k

2.7M

94.8

%

Elon Musk

@elonmusk • Apr 25, 2022

🚀💫♥️ Yesss!!! ♥️💫🚀 https://t.co/0T9HzUHuh6

151.6k

351.9k

2.6M

97.6

%

Elon Musk

@elonmusk • Apr 26, 2022

The extreme antibody reaction from those who fear free speech says it all

81k

195.5k

1.7M

81.8

%