A data profile of the people who buy, follow and care about Lean manufacturing in United States — modelled from more than twelve digital signal sources. Lean manufacturing has an estimated audience of 569,124 people in United States.
The average Lean manufacturing fan in United States is 43.2 years old, more male, and lives primarily in California.
The audience is concentrated in California, Texas, Florida.
Top brand affinities include LexisNexis, Six Sigma, Donald Trump, with strongest over-indexing on LexisNexis (39.66× the country average).
Demographically, the Lean manufacturing audience skews more male with an average age of 43.2, and over-indexes on personality traits such as Career Orientation, Need for Security.
Compared to the country baseline, this audience shows distinctive patterns across 20 brand affinities and 50 regions tracked by Rascasse.
The typical Lean manufacturing fan in United States is more male, around 43.2 years old, with strong Career Orientation tendencies and a notable affinity for LexisNexis.
The key figures that characterise the Lean manufacturing profile in United States.
38.9% are female, 61.1% are male, average age 43.2.
| Metric | Value |
|---|---|
| Female | 38.9% |
| Male | 61.1% |
| Average age | 43.2 |
| Estimated audience size | 569,124 |
| Age bracket | Share | % |
|---|---|---|
| 16-19 | 12% | |
| 20-29 | 16% | |
| 30-39 | 21% | |
| 40-49 | 23% | |
| 50+ | 29% |
Where the Lean manufacturing audience in United States is strongest.
| # | Region | Reach | Affinity | × |
|---|---|---|---|---|
| 01 | Indiana | ~20K | 1.67× | |
| 02 | Michigan | ~20K | 1.57× | |
| 03 | New Hampshire | ~3K | 1.46× | |
| 04 | Utah | ~7K | 1.45× | |
| 05 | Wisconsin | ~10K | 1.43× | |
| 06 | Minnesota | ~10K | 1.40× | |
| 07 | Oregon | ~8K | 1.29× | |
| 08 | Ohio | ~20K | 1.26× | |
| 09 | Iowa | ~6K | 1.22× | |
| 10 | Vermont | ~1K | 1.17× | |
| 11 | Washington | ~10K | 1.15× | |
| 12 | Massachusetts | ~10K | 1.15× | |
| 13 | South Carolina | ~10K | 1.15× | |
| 14 | Alabama | ~9K | 1.14× | |
| 15 | Kentucky | ~8K | 1.14× | |
| 16 | Connecticut | ~6K | 1.13× | |
| 17 | Illinois | ~20K | 1.10× | |
| 18 | North Carolina | ~20K | 1.08× | |
| 19 | Kansas | ~5K | 1.04× | |
| 20 | Pennsylvania | ~20K | 1.00× | |
| 21 | Missouri | ~9K | 1.00× | |
| 22 | Tennessee | ~10K | 0.99× | |
| 23 | Arkansas | ~5K | 0.99× | |
| 24 | Georgia | ~20K | 0.98× | |
| 25 | Colorado | ~9K | 0.98× | |
| 26 | Rhode Island | ~2K | 0.98× | |
| 27 | South Dakota | ~1K | 0.98× | |
| 28 | Texas | ~50K | 0.95× | |
| 29 | Mississippi | ~4K | 0.95× | |
| 30 | North Dakota | ~1K | 0.95× | |
| 31 | Idaho | ~3K | 0.94× | |
| 32 | Alaska | ~1K | 0.94× | |
| 33 | Montana | ~1K | 0.93× | |
| 34 | Delaware | ~1K | 0.92× | |
| 35 | Maine | ~2K | 0.91× | |
| 36 | Arizona | ~10K | 0.90× | |
| 37 | Washington, District of Columbia | ~2K | 0.90× | |
| 38 | California | ~60K | 0.89× | |
| 39 | Oklahoma | ~6K | 0.89× | |
| 40 | Nebraska | ~3K | 0.89× | |
| 41 | Virginia | ~10K | 0.86× | |
| 42 | West Virginia | ~2K | 0.86× | |
| 43 | New York | ~30K | 0.81× | |
| 44 | Hawaii | ~2K | 0.81× | |
| 45 | New Mexico | ~2K | 0.80× | |
| 46 | Nevada | ~4K | 0.78× | |
| 47 | New Jersey | ~10K | 0.77× | |
| 48 | Louisiana | ~6K | 0.76× | |
| 49 | Florida | ~30K | 0.72× | |
| 50 | Maryland | ~7K | 0.71× |
The strongest cross-interests of the Lean manufacturing audience — brands, topics and people combined.
| # | · | Interest | Category | Affinity | × |
|---|---|---|---|---|---|
| 01 | Six Sigma | Business & Career | 68.37× | ||
| 02 | LexisNexis | Business & Career | 39.66× | ||
| 03 | Innovation | Business & Career | 4.02× | ||
| 04 | FedEx | Business & Career | 3.57× | ||
| 05 | Solar energy | Home & Garden | 3.51× | ||
| 06 | CNN | Movies & TV | 2.75× | ||
| 07 | Nonprofit organization | Politics & Society | 2.59× | ||
| 08 | Donald Trump | Politics & Society | 2.38× | ||
| 09 | Breaking news | Movies & TV | 2.29× | ||
| 10 | Insurance | Business & Career | 2.24× | ||
| 11 | Home improvement | Home & Garden | 2.20× | ||
| 12 | Health care | Business & Career | 2.18× | ||
| 13 | Wine | Food & Beverages | 2.18× | ||
| 14 | Smartphones | Technology & Electronics | 2.14× | ||
| 15 | X | Internet & Social Media | 2.09× | ||
| 16 | Alcoholic beverages | Food & Beverages | 2.04× | ||
| 17 | Medicine | Business & Career | 2.04× | ||
| 18 | Recipes | Food & Beverages | 2.02× | ||
| 19 | Walmart | Shopping | 2.02× | ||
| 20 | Cooking | Food & Beverages | 2.01× |
Values above 1.00× are above the country average, values below 1.00× below it.
| Trait | Cluster | Deviation | Score |
|---|---|---|---|
| Career Orientation | POWER | 2.54× | |
| Need for Security | CONSERVATISM | 2.00× | |
| Family Orientation | CONSERVATISM | 1.74× |
| Trait | Cluster | Deviation | Score |
|---|---|---|---|
| Mindfulness | BALANCE | 0.71× | |
| Extroversion | THRILL | 0.71× | |
| Luxury Orientation | PREMIUM | 0.74× |
Lean manufacturing has an estimated audience of 569,124 people in United States, concentrated in California and Texas.
38.9% of Lean manufacturing fans are female, 61.1% are male, with an average age of 43.2 years.
Lean manufacturing fans show strongest brand affinity for LexisNexis (39.66×), Six Sigma (68.37×), and Donald Trump (2.38×) over the country average.
Lean manufacturing fans in United States are most concentrated in California (reach ~60K), Texas (reach ~50K), and Florida (reach ~30K). These three regions account for the largest share of the active audience.
Beyond Lean manufacturing itself, the audience over-indexes on Six Sigma (68.37×), Donald Trump (2.38×), CNN (2.75×), and Cooking (2.01×) compared to the United States average.
Related profiles, rankings and the same audience in other markets.
Audience size is the estimated number of people in United States who actively search for Lean manufacturing. 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 United States. 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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