A data profile of the people who buy, follow and care about Data visualization in Germany — modelled from more than twelve digital signal sources. Data visualization has an estimated audience of 430,388 people in Germany.
The average Data visualization fan in Germany is 33.8 years old, more male, and lives primarily in Nordrhein-Westfalen.
The audience is concentrated in Nordrhein-Westfalen, Bayern, Baden-Württemberg.
Top brand affinities include Accounting software, Database, Internet privacy, with strongest over-indexing on Accounting software (44.35× the country average).
Demographically, the Data visualization audience skews more male with an average age of 33.8, and over-indexes on personality traits such as Need for Security, Patriotism.
Compared to the country baseline, this audience shows distinctive patterns across 20 brand affinities and 16 regions tracked by Rascasse.
The typical Data visualization fan in Germany is more male, around 33.8 years old, with strong Need for Security tendencies and a notable affinity for Accounting software.
The key figures that characterise the Data visualization profile in Germany.
37.4% are female, 62.6% are male, average age 33.8.
| Metric | Value |
|---|---|
| Female | 37.4% |
| Male | 62.6% |
| Average age | 33.8 |
| Estimated audience size | 430,388 |
| Age bracket | Share | % |
|---|---|---|
| 16-19 | 31% | |
| 20-29 | 26% | |
| 30-39 | 18% | |
| 40-49 | 14% | |
| 50+ | 11% |
of the worldwide Data visualization audience comes from Germany.
| Country | Share |
|---|---|
| United States | 17.0% |
| India | 10.9% |
| United Kingdom | 4.3% |
Where the Data visualization audience in Germany is strongest.
| # | Region | Reach | Affinity | × |
|---|---|---|---|---|
| 01 | Berlin | ~50K | 2.79× | |
| 02 | Hessen | ~40K | 1.28× | |
| 03 | Hamburg | ~10K | 1.22× | |
| 04 | Bayern | ~80K | 1.12× | |
| 05 | Bremen | ~4K | 1.08× | |
| 06 | Baden-Württemberg | ~60K | 1.07× | |
| 07 | Saarland | ~5K | 0.99× | |
| 08 | Brandenburg | ~10K | 0.96× | |
| 09 | Thüringen | ~10K | 0.89× | |
| 10 | Mecklenburg-Vorpommern | ~7K | 0.89× | |
| 11 | Sachsen | ~20K | 0.88× | |
| 12 | Sachsen-Anhalt | ~10K | 0.88× | |
| 13 | Schleswig-Holstein | ~10K | 0.84× | |
| 14 | Rheinland-Pfalz | ~20K | 0.83× | |
| 15 | Nordrhein-Westfalen | ~80K | 0.82× | |
| 16 | Niedersachsen | ~30K | 0.70× |
The strongest cross-interests of the Data visualization audience — brands, topics and people combined.
| # | · | Interest | Category | Affinity | × |
|---|---|---|---|---|---|
| 01 | Predictive analytics | Technology & Electronics | 71.59× | ||
| 02 | Functional programming | Technology & Electronics | 69.88× | ||
| 03 | Cybernetics | Politics & Society | 66.59× | ||
| 04 | Data processing | Technology & Electronics | 55.20× | ||
| 05 | Business analytics | Technology & Electronics | 54.00× | ||
| 06 | Information science | Business & Career | 48.84× | ||
| 07 | Internet privacy | Technology & Electronics | 48.40× | ||
| 08 | Applied science | Business & Career | 47.36× | ||
| 09 | Accounting software | Business & Career | 44.35× | ||
| 10 | Quality control | Business & Career | 43.95× | ||
| 11 | Solar inverter | Home & Garden | 43.83× | ||
| 12 | Forensic science | Business & Career | 42.00× | ||
| 13 | Chemical engineering | Business & Career | 39.20× | ||
| 14 | MySQL | Technology & Electronics | 33.33× | ||
| 15 | Data security | Business & Career | 27.31× | ||
| 16 | Database | Technology & Electronics | 24.82× | ||
| 17 | C (programming language) | Technology & Electronics | 21.54× | ||
| 18 | Groovy (programming language) | Technology & Electronics | 20.00× | ||
| 19 | Moodle | Technology & Electronics | 20.00× | ||
| 20 | Python (programming language) | Technology & Electronics | 18.53× |
Values above 1.00× are above the country average, values below 1.00× below it.
| Trait | Cluster | Deviation | Score |
|---|---|---|---|
| Need for Security | CONSERVATISM | 17.94× | |
| Patriotism | CONSERVATISM | 5.50× | |
| Career Orientation | POWER | 4.61× |
| Trait | Cluster | Deviation | Score |
|---|---|---|---|
| Extroversion | THRILL | 0.87× | |
| Pet Ownership | JOY | 0.95× | |
| DIY Mentality | THRILL | 0.95× |
Data visualization has an estimated audience of 430,388 people in Germany, concentrated in Nordrhein-Westfalen and Bayern.
37.4% of Data visualization fans are female, 62.6% are male, with an average age of 33.8 years.
Data visualization fans show strongest brand affinity for Accounting software (44.35×), Database (24.82×), and Internet privacy (48.4×) over the country average.
Data visualization fans in Germany are most concentrated in Nordrhein-Westfalen (reach ~80K), Bayern (reach ~80K), and Baden-Württemberg (reach ~60K). These three regions account for the largest share of the active audience.
Beyond Data visualization itself, the audience over-indexes on Database (24.82×), Internet privacy (48.4×), MySQL (33.33×), and Chemical engineering (39.2×) compared to the Germany average.
Related profiles, rankings and the same audience in other markets.
Audience size is the estimated number of people in Germany who actively search for Data visualization. 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.
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.
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