Ozarks Media Bias Scorecard · one of 3 outlets scored
Missouri Independent Media Bias & Reporting Quality
Missouri Independent leans left on party politics, at a partisan lean of -0.5. On worldview it leans left, at an ideological lean of -0.5. The panel found no partisan lean at all in 2 of its 4 scored articles.
Missouri Independent is one of 3 outlets on the Ozarks Media Bias Scorecard. A panel of three AI models, from three different companies, scored those 4 articles under rubric v0.4.0, with every outlet name and byline removed. Data as of 2026-10-31. The numbers move as the sample grows.
What the results mean#
- Above the board median on evidence fairness (3.3 against 3), sourcing (3.5 against 2.4), source independence (3 against 1.6).
- Below the board median on analysis labeling (3.8 against 3.9), language neutrality (3.8 against 3.9).
- Partisan lean rests on 4 articles, too few to read.
- Ideological tilt rests on 4 articles, too few to read.
- Institutional posture rests on 4 articles, too few to read.
- Establishment-populist framing rests on 4 articles, too few to read.
These describe the sampled articles, not every story Missouri Independent publishes. Labels such as near-zero net lean are cutoffs on the number beside them, not statistical tests.
Its fingerprint#
Five lean axes, on the same -3 to +3 scale every outlet is drawn on. The marker is the net lean. The pale band spans the average swing per article in both directions.
Where it sits among the Ozarks' outlets#
~2 local articles/day · 4 scored
Early read: 6 days of counted output
How to read this: left and right is ideological tilt. Up is source independence, meaning official claims are tested rather than passed along. Bubble size is local articles per day: publishing volume, not audience reach. Dashed outlines mark the known-lean control and the out-of-market reference. The moose marks our own newsroom. Hover or tap any bubble to spotlight it and see its exact numbers. Tap again or click away to release it.
Its scores beside the board#
| Dimension | Missouri Independent | Board median |
|---|---|---|
| Partisan lean (-3 Democratic to +3 Republican) | -0.5 (leans left) | -0.1 (near-zero net lean) |
| Partisan lean strength (0-3, direction ignored) | 0.5 | 0.1 |
| Articles with no partisan lean detected | 2 of 4 | - |
| Ideological tilt (-3 progressive to +3 conservative) | -0.5 net, 0.5 strength (n=4, too few to read) | -0.1 net, 0.4 strength |
| Institutional posture (-3 deference to +3 skepticism) | 0 net, 0.5 strength (n=4, too few to read) | -0.6 net, 1.1 strength |
| Establishment-populist framing (-3 establishment to +3 populist) | -0.5 net, 0.5 strength (n=4, too few to read) | -0.5 net, 0.7 strength |
| Conservation-development framing (-3 conservation to +3 development) | - | 0 net, 0 strength |
| Evidence fairness (0-4) | 3.3 | 3 |
| Sourcing (0-4) | 3.5 | 2.4 |
| Source independence (0-4) | 3 | 1.6 |
| Analysis labeling (0-4) | 3.8 | 3.9 |
| Language neutrality (0-4) | 3.8 | 3.9 |
| Articles sampled | 4 | - |
Same story, side by side#
When Missouri Independent and another tracked outlet covered the same story, the panel compared the two blinded accounts directly. Missouri Independent appeared in 1 of 1 such comparisons. A win counts only when a majority of the three judges agree. These are small numbers, stated as counts rather than a ranking.
| Category | Times picked |
|---|---|
| fairest evidence treatment | 0 of 1 |
| best sourced | 1 of 1 |
| most independent of official framing | 0 of 1 |
| most editorialized | 1 of 1 |
Coverage and volume#
Missouri Independent publishes about 2 local stories a day, an early read from 6 complete days of data. Of 137 articles read for places, 2 are set in an Ozarks community, 43 are statewide, 64 are about places outside the Ozarks and 28 name no place. Most covered: Springfield (2).
Access and distribution#
These are facts about how Missouri Independent publishes, not scores. Blocking AI crawlers is a legitimate choice. When our crawler could not complete a check, the table says why.
| Paywall | RSS | Full-text RSS | AI crawlers blocked | Readable without JS |
|---|---|---|---|---|
| none | yes | yes | 11 | not checked (our crawler got HTTP 403) |
Why it is on the board#
The statehouse nonprofit (States Newsroom); statewide rather than Ozarks-specific.
Reach context: Tranco ~90,600 (2026-10).
How this is measured#
Three models from three vendors score each article against a published rubric, with outlet names and bylines removed first. An outlet's number is the mean of its per-article panel medians. Lean measures direction only, never quality. The full method, its validation checks and every outlet's numbers are on the Ozarks Media Bias Scorecard. The data is free to reuse with credit, under CC BY 4.0.