What impact does the number of followers have on TikTok view counts?


In a previous post, we estimated the impact of various metrics on the view counts for a video. This post extends that analysis to include information about the creator’s metrics, notably their follower count. Key results:
  1. Each additional follower increases the expected view count by 0.1 (i.e. ~10% of followers see each video)
  2. Other results are qualitatively similar (i.e. you need ~0.2 likes per view in order to have your video be promoted; share and comment counts are not predictive)

Detailed results

Please refer to our previous post for more information on the data set and methods used.


Transformation
Regression Type
Shares
Comments
Likes
Follower Count
Intercept
Alpha
R^2
Normal
Lasso
0.00
0.00
5.03
0.10
-1176.69
100000000.00
0.89
Normal
Ridge
-3.73
-10.95
5.17
0.10
-2334.26
100000000.00
0.89
Normal
OLS
-3.74
-10.98
5.17
0.10
-2337.18
N/A
0.89
Log
Lasso
0.00
-0.06
0.96
0.10
1.36
0.01
0.96
Log
Ridge
0.01
-0.09
0.97
0.10
1.34
1.00
0.96
Log
OLS
0.01
-0.09
0.97
0.10
1.34
N/A
0.96
None
Lasso
0.00
0.00
4.56
0.00
10416.20
37200000.00
0.80
None
Ridge
25.17
-0.26
4.41
0.00
9774.50
100000000.00
0.81
None
OLS
27.05
-0.26
4.40
0.00
9752.73
N/A
0.84
Logarithm
Lasso
-0.03
-0.05
1.08
0.00
1.64
0.01
0.95
Logarithm
Ridge
-0.04
-0.08
1.10
0.00
1.61
1.00
0.95
Logarithm
OLS
-0.04
-0.08
1.10
0.00
1.61
N/A
0.95


Normal

As before, these graphs plot the actual number of views a video received vs. the number predicted by the regression.

Log-transformed


Comments

  1. With its soft fabric and relaxed fit, an essentials t-shirt provides all-day comfort without sacrificing style. Available in a range of colors and sizes essentials t shirt it's easy to find the perfect fit and style to suit your personal taste and preference.

    ReplyDelete
  2. Whether you're navigating dark rural roads or driving through foggy conditions, LED driving lights provide superior illumination car interior led lighting allowing you to see and be seen with confidence. One of the key benefits of LED driving lights is their energy efficiency.

    ReplyDelete
  3. By investing in creature comforts such as climate control systems and adjustable seating, you can create a welcoming interior environment that what is roof rack vs roof rails encourages relaxation and minimizes fatigue, allowing you to arrive at your destination feeling refreshed and rejuvenated.

    ReplyDelete
  4. Furthermore, semaglutide's mechanism of action, which involves appetite suppression and modulation of satiety, targets how to inject tirzepatide compound the underlying drivers of obesity. By providing a convenient and effective treatment option.

    ReplyDelete
  5. Having a GitHub account for your website is a prudent move in today's digital landscape. GitHub provides a platform for version control, enabling you to track changes to your site's codebase efficiently. With Meta Magnitize a GitHub account, you can easily collaborate with team members, manage project tasks, and maintain a clean and organized code repository. Additionally, GitHub offers robust security features, ensuring the integrity of your website's code and protecting it from potential threats.

    ReplyDelete
  6. Additionally, listing businesses in relevant local directories and review sites can increase visibility among local audiences and seo localization drive qualified traffic to their websites. Moreover, encouraging satisfied customers to leave positive reviews.

    ReplyDelete
  7. Social media serves as a valuable source of market research and audience insights for businesses, informing their inbound digital marketing plano strategies and decision-making processes. By monitoring social media conversations, trends.

    ReplyDelete
  8. Whether you're growing hydroponically, in soil, or using other cultivation methods, Advanced Nutrients goli gummies uk offers tailored solutions designed to optimize plant health and performance.

    ReplyDelete
  9. I love how this product is designed with the user in 성인용품점 mind. It's intuitive, comfortable, and delivers mind-blowing pleasure every time.

    ReplyDelete
  10. This satin bonnet has become an essential part of my nighttime routine. It's like a cozy blanket for my hair, keeping it safe and silk durag snug while I sleep.

    ReplyDelete
  11. With their diverse range of themes and features, slot machines offer endless possibilities for entertainment, keeping players engaged and mesin slot excited with each spin.

    ReplyDelete

Post a Comment

Popular posts from this blog

How important is the first video you create on TikTok?

Skincare products recommended on TikTok

Are likes, shares, or comments more important for TikTok video success?