Machine learning Audience in Germany

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Machine learning has an estimated audience of 1,694,759 people in Germany. 36.9% are female, 63.1% are male, average age 34.4. Top regions: Bayern, Nordrhein-Westfalen, Baden-Württemberg. Top brand affinities: GitHub, Programming language, Data science, HTML, PHP.

The average Machine learning fan in Germany is 34.4 years old, more male, and lives primarily in Bayern. The audience is concentrated in Bayern, Nordrhein-Westfalen, Baden-Württemberg. Top brand affinities include GitHub, Programming language, Data science, with strongest over-indexing on GitHub (7.55× the country average). Demographically, the Machine learning audience skews more male with an average age of 34.4, and over-indexes on personality traits such as Early Adopter Mentality, Career Orientation. Compared to the country baseline, this audience shows distinctive patterns across 20 brand affinities and 16 regions tracked by Rascasse.

Category: Business & Career · Type: Topic · Subtype: Field of study

Demographics of Machine learning fans

Demographic split for Machine learning audience in Germany
MetricValue
Female36.9%
Male63.1%
Average age34.4
Estimated audience size1,694,759

Audience persona

The typical Machine learning fan in Germany is more male, around 34.4 years old, with strong Early Adopter Mentality tendencies and a notable affinity for GitHub.

Top regions in Germany

Top regions ranked by reach for Machine learning in Germany
RegionReachAffinity
Bayern376,2011.38×
Nordrhein-Westfalen369,388
Baden-Württemberg319,8211.38×
Hessen176,8021.37×
Berlin144,3981.91×
Niedersachsen123,4520.75×
Rheinland-Pfalz69,4400.82×
Sachsen68,7470.83×
Hamburg66,8741.75×
Schleswig-Holstein46,8010.77×
Brandenburg32,2980.61×
Thüringen24,6280.57×
Sachsen-Anhalt23,8160.54×
Saarland16,4960.79×
Bremen16,3651.13×
Mecklenburg-Vorpommern13,1480.41×

Top brand affinities

Brands and entities this audience over-indexes on, vs. the country average.

Top brand affinities (over-index vs. country average) for Machine learning audience
BrandAffinityCategory
GitHub7.55×Internet & Social Media
Programming language4.53×Technology & Electronics
Data science8.15×Business & Career
HTML6.53×Technology & Electronics
PHP5.6×Technology & Electronics
MySQL6.37×Technology & Electronics
Data analysis7.61×Technology & Electronics
Software engineering3.94×Business & Career
Artificial intelligence3.24×Technology & Electronics
Big data7.04×Business & Career
Software development4.64×Business & Career
Python (programming language)4.53×Technology & Electronics
Computer engineering3.92×Business & Career
SQL6.84×Technology & Electronics
JavaScript4.07×Technology & Electronics
Gemini3.01×Technology & Electronics
Computer programming3.69×Technology & Electronics
Node.js4.2×Technology & Electronics
Java (programming language)6.39×Technology & Electronics
C++4.18×Technology & Electronics

Psychographic profile

Top six personality traits over-indexed by this audience (1.0 = country average).

Top personality traits over-indexed by Machine learning audience
TraitClusterScore
Early Adopter MentalityPOWER3.18
Career OrientationPOWER2.37
Need for SecurityCONSERVATISM2.3
SustainabilityBALANCE1.53
Social Media UsageJOY1.52
Urban LifestyleOPEN1.5

Worldwide distribution

Worldwide audience distribution share by country for Machine learning
CountryShare
United States17.4%
India11.1%
China4.5%

See Machine learning audiences in other countries

More Field of study audiences in Germany

Frequently asked questions

How many fans does Machine learning have in Germany?

Machine learning has an estimated audience of 1,694,759 people in Germany, concentrated in Bayern and Nordrhein-Westfalen.

What is the gender split and age of Machine learning fans?

36.9% of Machine learning fans are female, 63.1% are male, with an average age of 34.4 years.

Which brands do Machine learning fans like most?

Machine learning fans show strongest brand affinity for GitHub (7.55×), Programming language (4.53×), and Data science (8.15×) over the country average.

Where do Machine learning fans live in Germany?

Machine learning fans in Germany are most concentrated in Bayern (reach 376,201), Nordrhein-Westfalen (reach 369,388), and Baden-Württemberg (reach 319,821). These three regions account for the largest share of the active audience.

What other brands do Machine learning fans also like?

Beyond Machine learning itself, the audience over-indexes on Programming language (4.53×), Data science (8.15×), HTML (6.53×), and PHP (5.6×) compared to the Germany average.

How to read this data

Audience size is the estimated number of people in Germany who actively search for Machine learning. Affinity is an over-index ratio: 2.0× means the audience is twice as likely to engage with that brand or trait as the country average. Reach is the estimated number of audience members in a region. Regional and brand-affinity tables are sorted from strongest signal to weakest.

About this audience profile

This audience profile is generated by Rascasse from anonymized search-behavior signals across Germany. For methodology see methodology. Affinity values are over-index ratios vs. the country average (1.0 = baseline). Audience sizes are estimated, not measured.