{"@context":{"@language":"en","@vocab":"https://schema.org/","arrayShape":"cr:arrayShape","citeAs":"cr:citeAs","column":"cr:column","conformsTo":"dct:conformsTo","containedIn":"cr:containedIn","cr":"http://mlcommons.org/croissant/","rai":"http://mlcommons.org/croissant/RAI/","data":{"@id":"cr:data","@type":"@json"},"dataType":{"@id":"cr:dataType","@type":"@vocab"},"dct":"http://purl.org/dc/terms/","description":{"@container":"@language"},"equivalentProperty":"cr:equivalentProperty","examples":{"@id":"cr:examples","@type":"@json"},"extract":"cr:extract","field":"cr:field","fileProperty":"cr:fileProperty","fileObject":"cr:fileObject","fileSet":"cr:fileSet","format":"cr:format","includes":"cr:includes","isArray":"cr:isArray","isLiveDataset":"cr:isLiveDataset","jsonPath":"cr:jsonPath","key":"cr:key","md5":"cr:md5","name":{"@container":"@language"},"parentField":"cr:parentField","path":"cr:path","recordSet":"cr:recordSet","references":"cr:references","regex":"cr:regex","repeated":"cr:repeated","replace":"cr:replace","samplingRate":"cr:samplingRate","sc":"https://schema.org/","separator":"cr:separator","source":"cr:source","subField":"cr:subField","transform":"cr:transform"},"@type":"sc:Dataset","conformsTo":"http://mlcommons.org/croissant/1.1","name":"Demand per law office, by state: residents, bankruptcy cases, fatal crashes, divorces, Spanish speakers and evictions for each law office","description":"Where there is the most legal demand for each law office. Five public datasets joined by state: private law-office establishments (2026 Q1, 177,138 in the 51 states) against residents, bankruptcy cases commenced (12 months ending 2026-09-30), fatal crashes (2024), divorces in the last 12 months and Spanish speakers with limited English (ACS 2020-2024), and eviction filings for the 23 states with recent eviction data. Each state is placed in the highest, middle or lowest third on every ratio and overall.","url":"https://probativegrowth.com/data/demand-per-law-office/","identifier":"https://doi.org/10.5281/zenodo.23851281","sameAs":["https://doi.org/10.5281/zenodo.23851281","https://doi.org/10.5281/zenodo.23851280","https://zenodo.org/records/23851281"],"version":"1.0.0","datePublished":"2026-11-01","dateModified":"2026-10-30","license":"https://creativecommons.org/licenses/by/4.0/","creator":{"@type":"sc:Organization","name":"Probative Growth","url":"https://probativegrowth.com"},"publisher":{"@type":"sc:Organization","name":"Probative Growth","url":"https://probativegrowth.com"},"citeAs":"Probative. (2026). Demand per law office, by state: residents, bankruptcy cases, fatal crashes, divorces, Spanish speakers and evictions for each law office (Version 1.0.0) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.23851281","keywords":["legal demand per law office","law offices per capita by state","bankruptcy cases per law office","where to open a law firm","legal market demand by state"],"inLanguage":"en","isAccessibleForFree":true,"isLiveDataset":false,"temporalCoverage":"2020/2026","spatialCoverage":{"@type":"sc:Place","name":"United States"},"distribution":[{"@type":"cr:FileObject","@id":"demand-per-law-office.csv","name":"demand-per-law-office.csv","description":"Every record, one row each (RFC 4180, UTF-8). Columns are described in README.txt.","contentUrl":"https://probativegrowth.com/data/v1/demand-per-law-office/demand-per-law-office.csv","contentSize":"172280 B","encodingFormat":"text/csv","sha256":"4645dd2220af47a2050bbda608db09d93f63010e3930abce07261d90ea7ff358"},{"@type":"cr:FileObject","@id":"demand-per-law-office.json","name":"demand-per-law-office.json","description":"Every record with its full sources, under a meta envelope (credit line, DOI, license).","contentUrl":"https://probativegrowth.com/data/v1/demand-per-law-office/demand-per-law-office.json","contentSize":"260152 B","encodingFormat":"application/json","sha256":"8e6fcc305f95c1fb2024bf7cfbda39036e21bad753d193f9a27abe77732a5c32"}],"recordSet":[{"@type":"cr:RecordSet","@id":"demand-per-law-office","name":"demand-per-law-office","description":"The records of Demand per law office, by state: residents, bankruptcy cases, fatal crashes, divorces, Spanish speakers and evictions for each law office, one per CSV row.","key":{"@id":"demand-per-law-office/id"},"field":[{"@type":"cr:Field","@id":"demand-per-law-office/id","name":"id","description":"Stable row id","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"id"}}},{"@type":"cr:Field","@id":"demand-per-law-office/group","name":"group","description":"<area>-<measure>: US or STATE-<code>, then RESIDENTS, BANKRUPTCY, FATAL-CRASHES, DIVORCES, SPANISH-LEP, EVICTIONS or OVERALL","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"group"}}},{"@type":"cr:Field","@id":"demand-per-law-office/groupType","name":"groupType","description":"The measure (column key)","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"groupType"}}},{"@type":"cr:Field","@id":"demand-per-law-office/segment","name":"segment","description":"US or the state code","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"segment"}}},{"@type":"cr:Field","@id":"demand-per-law-office/areaType","name":"areaType","description":"us or state","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"areaType"}}},{"@type":"cr:Field","@id":"demand-per-law-office/value","name":"value","description":"The measure: a ratio rounded to one decimal (residents per office as a whole number), or the state's overall rank","dataType":"sc:Float","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"value"}}},{"@type":"cr:Field","@id":"demand-per-law-office/unit","name":"unit","description":"What value measures, with its period","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"unit"}}},{"@type":"cr:Field","@id":"demand-per-law-office/tier","name":"tier","description":"Third of states on this measure (highest third = most demand per law office); national total on the US rows; for evictions, a third of the states whose eviction data is recent","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"tier"}}},{"@type":"cr:Field","@id":"demand-per-law-office/law_offices","name":"law_offices","description":"Private law-office establishments, 2026 Q1 (the denominator of every ratio)","dataType":"sc:Integer","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"law_offices"}}},{"@type":"cr:Field","@id":"demand-per-law-office/text","name":"text","description":"The row in one sentence","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"text"}}},{"@type":"cr:Field","@id":"demand-per-law-office/version","name":"version","description":"Dataset version","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"version"}}},{"@type":"cr:Field","@id":"demand-per-law-office/lastChecked","name":"lastChecked","description":"Date computed","dataType":"sc:Date","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"lastChecked"}}},{"@type":"cr:Field","@id":"demand-per-law-office/sourceLabels","name":"sourceLabels","description":"Source label","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"sourceLabels"}}},{"@type":"cr:Field","@id":"demand-per-law-office/sourceUrls","name":"sourceUrls","description":"Source URL","dataType":"sc:URL","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"sourceUrls"}}},{"@type":"cr:Field","@id":"demand-per-law-office/confidence","name":"confidence","description":"high, medium or low: computed from status, a second check, age against the refresh cadence and sampling error (rule: /data/#confidence)","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"confidence"}}},{"@type":"cr:Field","@id":"demand-per-law-office/confidenceBasis","name":"confidenceBasis","description":"The reasons for the confidence level, in a short phrase","dataType":"sc:Text","source":{"fileObject":{"@id":"demand-per-law-office.csv"},"extract":{"column":"confidenceBasis"}}}]}]}