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The panda is the most rewarding emoji on LinkedIn
Jun28

The panda is the most rewarding emoji on LinkedIn

An analysis of 2.9 million emojis on LinkedIn delivers a surprising piece of information: the 🐼 emoji elicits the most reactions. This research offers us an opportunity to critically look at the data and understand the origin of a polluting LinkedIn phenomenon. Follow me for an exciting data mining exercise. To learn more about the factors that impact virality on LinkedIn, I invite you to read my complete analysis here and send me...

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The most used emojis on LinkedIn [analysis and statistics]
Jun21

The most used emojis on LinkedIn [analysis and statistics]

What are the most used emojis on LinkedIn? Do the most used emojis on LinkedIn vary by language and country? In this analysis, discover exclusive statistics on the use of emojis on LinkedIn. If you’re passionate about LinkedIn statistics, don’t miss my other posts on the subject: hashtag statistics, the 3 factors that explain 55% of the virality of a LinkedIn post and the sentiments expressed in LinkedIn posts. Summary...

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Which are the most popular hashtags on LinkedIn?
Jun16

Which are the most popular hashtags on LinkedIn?

Hashtags on LinkedIn are probably one of the most popular topics about this social network. So naturally, there are assumptions about how LinkedIn’s algorithm uses hashtags. However, I have shown statistically here that hashtags do not significantly impact the virality of posts. Anyway, the dataset I have at my disposal (4.6 million posts) provides an exciting overview of the most used hashtags globally and the differences that...

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Tableau tutorial: a radial diagram and a pie chart
Jun09

Tableau tutorial: a radial diagram and a pie chart

How to make a radial diagram using Tableau? How to integrate a pie chart? In this article, I guide you step by step in the realization of this data visualization. Introduction For my subsequent research on fundraising in Europe, I wanted to test a data visualization in the form of a radial diagram. To get an even more exciting result, I integrated an interactive pie chart in its center. You will find 2 parts in this Tableau tutorial....

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The 11 challenges of data preparation and data wrangling
Jun07

The 11 challenges of data preparation and data wrangling

The events of 2020 have accelerated the shift to telecommuting and digital relationships. With digitalization, another transformation is also underway: the analytics transformation. To face this data revolution, I find that businesses do not necessarily have the right tools for preparing and analyzing data (data preparation or data wrangling). In this article, I wanted to put into perspective the role of these tools in the functioning...

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Data preparation: how to reduce the processing time by 85%
Jun02

Data preparation: how to reduce the processing time by 85%

In a previous article, I realized using a benchmark of 4 ETL solutions to process a file of one billion lines. Today I test the effect of SSD and proprietary file formats on processing speed in Alteryx, Tableau Prep, Talend, and Anatella. The results are quite unexpected. Introduction and review In my previous analysis, I compared the processing speed of 4 data preparation solutions: Alteryx, Talend, Tableau Prep, and Anatella. After...

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Here is the most crucial factor for the virality of your LinkedIn posts
May28

Here is the most crucial factor for the virality of your LinkedIn posts

After discussing the effect of emojis and the word count on the virality of LinkedIn posts, it’s time to reveal THE factor that crushes all others. This factor accounts for 1/3 of the success of your LinkedIn posts. So, you should take the time to read the research results I just conducted on 4.6 million LinkedIn posts in 193 countries. I obtained the unpublished results presented here thanks to data made available by Linkalyze....

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LinkedIn: engagement statistics by country and language [2021]
May26

LinkedIn: engagement statistics by country and language [2021]

How does engagement on LinkedIn vary by language and country? Globally, 71.06% of LinkedIn posts receive no comments, and 24.39% receive no likes. The analysis of 4.599 million LinkedIn posts gives us an objective view of the essential differences that exist. The data comes from a dataset made available by Linkalyze. The data preparation was realized using Anatella (Timi) and the visualization using Tableau. If you are interested in...

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