Report
Vending machine locations by state
We counted every signed placement by state, then tested whether the state predicts anything. It does not. Venue category sets the share; the state sets only the paperwork.
Venue data for vending operators
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State Data takes the locator question apart with numbers: how many signed placements each state actually has in the open marketplace record, which venue categories they sit in, what share of sales the venue takes, and how the reported visitor counts compare. Where a state has no record at all, the guide says so instead of filling the gap. One guide per state, plus the overview.
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We counted every signed placement by state, then tested whether the state predicts anything. It does not. Venue category sets the share; the state sets only the paperwork.
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Every venue in this dataset is reachable by road from another. Hawaii is the one state where that is false, and no figure in the record accounts for it.
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Idaho is not an empty state with full neighbours. It is the middle of the largest unworked area in the dataset — 1,300 miles of blank between the Pacific and the Plains.
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Peru and Hillsboro are the same venue category in the same state signed in the same fortnight. On captive time one is ten times the other.
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Delaware is small. Colorado sits in a blank region. Indiana is neither — it is a large state ringed by activity that stopped at the border.
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Iowa sits on the boundary between the worked Midwest and the blank plains. Wisconsin has seven placements; Nebraska, Minnesota and South Dakota have none.
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Eleven of the twelve placements at 50% of net are shops, malls and forecourts. The twelfth is a family entertainment centre in Lawrence, and it is the most interesting line in the record.
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Kentucky is the only state with four or more placements where every share is the same number. It is also the state whose venues are consistently the smallest.
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Slidell is the clearest case in the dataset of a strong venue that gained nothing for being strong. One listing, well above its type, on standard terms.
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Half of Maine’s record converts into captive time. The other half is the only venue of its kind here, with no published visit length to convert it by.
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Ocean City is the clearest case in the dataset of visitor counts and captive time pulling in opposite directions. More people, less exposure.
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If captive time set the price, Tyngsborough would be the best-paid venue in the dataset. It is the worst-paid. That is the finding.
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Michigan is a three-line dataset that behaves like the eighty-seven-line one. Its bowling alley came out lowest, as bowling alleys do everywhere here.
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Wisconsin has seven signed venues. Minnesota, Iowa and both Dakotas have none between them. That border is the sharpest in the dataset.
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Everywhere else in this dataset, venue strength and revenue share come apart. In Mississippi they moved together — once, at Hattiesburg.
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Twenty-one states have no placement at all. Missouri has one, and it is the only state whose entire record carries no traffic figure.
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The record’s blank spaces are not scattered. They form a single block from Oregon to Minnesota and down to New Mexico, and Montana sits inside it.
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An empty row is usually read against a national average. Nebraska’s nearest comparison is an outlier, which makes the average the wrong reference.
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When a state has no data, the usual advice is to look next door. Nevada’s neighbour has the record’s largest set of listings and its biggest gaps.
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A listing becomes unmeasurable in two ways: no traffic reported, or no published visit length for its category. New Hampshire has one of each.
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Three visitors a day at one venue, seven hundred at another, in the same state and the same month. None of the three is measurable.
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The dataset’s highest-traffic venues are forecourts and concourses. New Mexico has two interstates crossing at Albuquerque and not one listing on either.
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Most states repeat themselves. New York repeats nothing: six venues, six categories, three kinds of machine and one convertible listing.
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A single data point can be the worst in a dataset on two measures at once. North Carolina’s is, and it is also unmeasurable.
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Across the dataset, how hard a state regulates a machine has no relationship to how many machines it has. North Dakota is the extreme case.
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Every state record in this series is unusual in some way. Oklahoma’s is unusual for being exactly average, which makes it the best single reference here.
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Oregon is the best-connected empty state in the West on paper and one of the worst in practice. Eight placements next door, none of them close.
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The dataset’s biggest number is also its least usable. Export reports 1,100 visitors a day in a category of one, with nothing to convert it by.
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Rhode Island is the most densely populated state in New England and one of its two blank rows. Density is not what the record tracks.
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Two premium trampoline parks thirty miles apart report exactly 150,000 visitors a year each. Either a coincidence or an estimate travelling between listings.
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Most empty states have at least one active neighbour. South Dakota has six neighbours and six blank rows, which is as isolated as this dataset gets.
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Tennessee reports every number the record asks for and still produces no position on any table. The gap is in the categories, not the listings.
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Texas holds the sharpest disagreement in this dataset. One venue sits third on footfall, near the bottom on captive time, and at the top of the share range.
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Three states in this record have six bordering states and no placement among them. Utah is by far the most populous of the three.
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Proximity is not the same as usefulness. Vermont’s closest comparison is a category of one, with no visit length and nothing to rank it against.
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Two Virginia listings, nine times apart on traffic, and the conversion drops the big one. The state’s ranking entry is the venue nobody would pick.
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A one-row state record is usually a dead end. Washington’s row carries every field the dataset uses, and the nearest other placement is 700 miles away.
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An empty state is usually an isolated one. West Virginia is the exception — the nearest signed venue is across a river, and most of the neighbourhood can be ranked.
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The most complete state record in the file is not the most rankable one. Breadth of venue type is what costs Wisconsin its conversions.
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Seven states, roughly 16 million people, not one signed venue between them. Wyoming sits in the middle of the largest blank area in the record.
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A Miami deli and a Cape Canaveral rage room are both in this dataset. One sees 33 times the traffic of the other, and takes a bigger share of each sale.
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A state with one placement is not a market you can measure. It is a single reading — and this one happens to sit well above the national median for its venue type.
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Two listings, 180 miles apart, ten points apart on share. Arkansas is the smallest dataset in which the national pattern is visible on its own.
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Ohio’s busiest placement reports 990 visitors a day and sells into 58 visitor-hours. A bowling alley a fifth that size sells into 567.
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Twenty-one states have no placement in the data. Alaska is the only one, with Hawaii, where a locator has also said outright that it does not go there.
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Twenty-one states show nothing in the data. Arizona is the largest of them by population, which makes its blank row the hardest one to explain away.
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Seven placements make California a leader on volume and a laggard on evidence: more than half its venues report no traffic at all, against 21% nationally.
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Colorado’s zero is not an isolated one. Six contiguous interior-west states show nothing between them, which looks less like a state verdict than an unworked region.
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One listing, fully reported, sitting in the top tier of its venue type — and a region around it that six states share seven placements between them.
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Most blank states sit inside blank regions. Delaware does not — seven placements ring it from three directions, which makes its zero a different kind of zero.
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Four venues, four cotton candy machines, and one of them generating more captive time than the median family entertainment centre that tops the national ranking.