Datasets:
us-pro-se: 12103 court self-help guides, instructions and forms across 19 states, harvested under robots with the honest UA
Browse files- README.md +159 -0
- data/al/pro-se.jsonl.gz +3 -0
- data/ca/pro-se.jsonl.gz +3 -0
- data/de/pro-se.jsonl.gz +3 -0
- data/hi/pro-se.jsonl.gz +3 -0
- data/ia/pro-se.jsonl.gz +3 -0
- data/id/pro-se.jsonl.gz +3 -0
- data/il/pro-se.jsonl.gz +3 -0
- data/in/pro-se.jsonl.gz +3 -0
- data/ky/pro-se.jsonl.gz +3 -0
- data/md/pro-se.jsonl.gz +3 -0
- data/me/pro-se.jsonl.gz +3 -0
- data/ne/pro-se.jsonl.gz +3 -0
- data/or/pro-se.jsonl.gz +3 -0
- data/ri/pro-se.jsonl.gz +3 -0
- data/sd/pro-se.jsonl.gz +3 -0
- data/ut/pro-se.jsonl.gz +3 -0
- data/va/pro-se.jsonl.gz +3 -0
- data/wa/pro-se.jsonl.gz +3 -0
- data/wi/pro-se.jsonl.gz +3 -0
README.md
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| 1 |
+
---
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| 2 |
+
license: other
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| 3 |
+
license_name: mixed-official-government-sources
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| 4 |
+
language: [en]
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| 5 |
+
task_categories: [text-retrieval, question-answering]
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| 6 |
+
size_categories: [10K<n<100K]
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| 7 |
+
tags: [legal, law, pro-se, self-represented, court-forms, self-help, us-law, access-to-justice, rag]
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| 8 |
+
pretty_name: US Pro Se — court self-help guides, instructions and forms
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| 9 |
+
configs:
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| 10 |
+
- config_name: all
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| 11 |
+
data_files: data/*/pro-se.jsonl.gz
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default: true
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| 13 |
+
dataset_info:
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| 14 |
+
config_name: all
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| 15 |
+
features:
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| 16 |
+
- name: id
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| 17 |
+
dtype: string
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| 18 |
+
- name: level
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| 19 |
+
dtype: string
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| 20 |
+
- name: jurisdiction
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| 21 |
+
dtype: string
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| 22 |
+
- name: kind
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| 23 |
+
dtype: string
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| 24 |
+
- name: title
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| 25 |
+
dtype: string
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| 26 |
+
- name: text
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| 27 |
+
dtype: string
|
| 28 |
+
- name: court
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| 29 |
+
dtype: string
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| 30 |
+
- name: source_url
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| 31 |
+
dtype: string
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| 32 |
+
- name: license
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| 33 |
+
dtype: string
|
| 34 |
+
- name: retrieved_at
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| 35 |
+
dtype: string
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| 36 |
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- name: extra
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| 37 |
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dtype: string
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| 38 |
+
---
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| 39 |
+
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| 40 |
+
# US Pro Se — what the courts themselves tell people who have no lawyer
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| 41 |
+
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| 42 |
+
**12,103 documents** from **19 state court systems**: 2,835
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| 43 |
+
self-help guide pages, 727 instruction documents and
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| 44 |
+
8,541 forms, 119,978,550 characters of text, each held verbatim with the exact URL it
|
| 45 |
+
came from.
|
| 46 |
+
|
| 47 |
+
Most people in a US civil case have no lawyer. The material that actually serves them — how to ask
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| 48 |
+
for a fee waiver, how to serve papers, what a small-claims hearing looks like, which form number to
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| 49 |
+
file — is published by the courts, scattered across fifty websites, and collected by nobody. This is
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| 50 |
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that layer.
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| 51 |
+
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| 52 |
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## This is not the law
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| 53 |
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| 54 |
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**Forms and instructions are not statutes and not case law.** A court's self-help page explains a
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| 55 |
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procedure; it does not create one, and it can be out of date or wrong about your situation. Nothing
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| 56 |
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here should be quoted as authority, cited as law, or treated as legal advice. Where you need the law
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| 57 |
+
itself, use `docketx/us-statutes`, `docketx/court-rules` and `docketx/us-caselaw` — and the `kind`
|
| 58 |
+
column here (`self-help-guide` / `instructions` / `form`) is there so a retrieval system never
|
| 59 |
+
confuses the two.
|
| 60 |
+
|
| 61 |
+
## What is in it
|
| 62 |
+
|
| 63 |
+
| state | documents | guides | instructions | forms | crawl | publisher | hosts |
|
| 64 |
+
|---|--:|--:|--:|--:|---|---|---|
|
| 65 |
+
| Washington (`wa`) | 2,845 | 708 | 227 | 1,910 | complete | Washington State Administrative Office of the Courts | `www.courts.wa.gov` |
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| 66 |
+
| California (`ca`) | 2,637 | 1,041 | 4 | 1,592 | complete | Judicial Council of California (Self-Help Guide to the California Courts) | `courts.ca.gov`, `selfhelp.courts.ca.gov` |
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| 67 |
+
| Wisconsin (`wi`) | 1,952 | 143 | 7 | 1,802 | complete | Wisconsin Court System (Self-help law center) | `www.wicourts.gov` |
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| 68 |
+
| Hawaii (`hi`) | 1,042 | 49 | 113 | 880 | complete | Hawaii State Judiciary (Self-Help) | `www.courts.state.hi.us` |
|
| 69 |
+
| Maine (`me`) | 910 | 20 | 15 | 875 | complete | State of Maine Judicial Branch | `www.courts.maine.gov` |
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| 70 |
+
| Nebraska (`ne`) | 864 | 156 | 7 | 701 | complete | Nebraska Judicial Branch (Nebraska Online Legal Self-Help Center) | `nebraskajudicial.gov` |
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| 71 |
+
| Virginia (`va`) | 523 | 28 | 0 | 495 | complete | Virginia Judicial System, Office of the Executive Secretary (Court Self-Help) | `selfhelp.vacourts.gov`, `www.vacourts.gov` |
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| 72 |
+
| Utah (`ut`) | 326 | 254 | 50 | 22 | complete | Utah State Courts (Self-Help) | `www.utcourts.gov` |
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| 73 |
+
| South Dakota (`sd`) | 298 | 81 | 58 | 159 | complete | South Dakota Unified Judicial System (Self Help) | `ujs.sd.gov` |
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| 74 |
+
| Iowa (`ia`) | 232 | 36 | 194 | 2 | still crawling (338 URLs queued) | Iowa Judicial Branch | `www.iowacourts.gov` |
|
| 75 |
+
| Illinois (`il`) | 192 | 101 | 20 | 71 | complete | Office of the Illinois Courts (Illinois Supreme Court) | `www.illinoiscourts.gov` |
|
| 76 |
+
| Delaware (`de`) | 174 | 170 | 4 | 0 | complete | Delaware Judiciary (Delaware Courts Self-Help Center) | `courts.delaware.gov` |
|
| 77 |
+
| Oregon (`or`) | 51 | 26 | 1 | 24 | complete | Oregon Judicial Department (Self-Help Center) | `www.courts.oregon.gov` |
|
| 78 |
+
| Rhode Island (`ri`) | 20 | 2 | 11 | 7 | complete | Rhode Island Judiciary (Self-Help Center) | `www.courts.ri.gov` |
|
| 79 |
+
| Kentucky (`ky`) | 17 | 5 | 12 | 0 | complete | Kentucky Court of Justice (Self-Help Portal) | `www.kycourts.gov` |
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| 80 |
+
| Alabama (`al`) | 6 | 4 | 2 | 0 | complete | Alabama Supreme Court and State Law Library | `judicial.alabama.gov` |
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| 81 |
+
| Maryland (`md`) | 6 | 5 | 1 | 0 | complete | Maryland Judiciary (Maryland Court Help Center) | `www.mdcourts.gov` |
|
| 82 |
+
| Idaho (`id`) | 4 | 3 | 0 | 1 | complete | Idaho Supreme Court (Self-Help) | `api.isc.idaho.gov`, `isc.idaho.gov` |
|
| 83 |
+
| Indiana (`in`) | 4 | 3 | 1 | 0 | complete | Indiana Judicial Branch (Self-Service Legal Center) | `www.in.gov` |
|
| 84 |
+
|
| 85 |
+
Every count is measured from the `.jsonl.gz` file in `data/` on 2026-09-11 — not estimated, and not
|
| 86 |
+
taken from any index page's own total. "still crawling" means the harvester's own queue is not yet
|
| 87 |
+
empty for that state, so its count will grow; every other state's crawl ran until it had nothing
|
| 88 |
+
left to fetch.
|
| 89 |
+
|
| 90 |
+
### Fields
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| 91 |
+
|
| 92 |
+
| column | meaning |
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| 93 |
+
|---|---|
|
| 94 |
+
| `id` | stable record id (state, kind, URL path, URL hash) |
|
| 95 |
+
| `level` | always `state` |
|
| 96 |
+
| `jurisdiction` | two-letter state code |
|
| 97 |
+
| `kind` | `self-help-guide` (a court self-help web page), `instructions` (an official guide/handbook document), or `form` (a court form) |
|
| 98 |
+
| `title` | the document's own title, verbatim |
|
| 99 |
+
| `text` | the full text, verbatim — `pdftotext -layout` where the official document is a PDF |
|
| 100 |
+
| `court` | the publishing court or agency |
|
| 101 |
+
| `source_url` | the exact URL fetched |
|
| 102 |
+
| `retrieved_at` | ISO-8601 UTC |
|
| 103 |
+
| `license` | what the source asserts, plus any reservation that travels with the record |
|
| 104 |
+
| `extra` | JSON string — `format`, `text_chars`, and for PDFs `pdf_bytes` and the extraction method |
|
| 105 |
+
|
| 106 |
+
## How it was collected, and what we refused to take
|
| 107 |
+
|
| 108 |
+
The first request to every host was `https://<host>/robots.txt`, sent as
|
| 109 |
+
`DocketRouterBot/1.0 (+https://docketrouter.ai/bot)`. That file is stored verbatim next to the
|
| 110 |
+
harvest and its rules are enforced in code:
|
| 111 |
+
|
| 112 |
+
- a `Disallow` matching a path we wanted means that path was **not fetched**;
|
| 113 |
+
- a `robots.txt` we could not read — WAF 403, HTTP 401 — means the **whole host was skipped**,
|
| 114 |
+
because unverifiable is not permission;
|
| 115 |
+
- `Crawl-delay` was honoured, with a 1 request/second floor regardless;
|
| 116 |
+
- we never changed user-agent to get around a block.
|
| 117 |
+
|
| 118 |
+
Per-state consequences of that policy:
|
| 119 |
+
|
| 120 |
+
- **Alabama (`al`)** — Alabama's official self-help layer is genuinely this thin: the State Law Library publishes the small-claims guide and the appellate snapshot, and nothing else.
|
| 121 |
+
- **Iowa (`ia`)** — **`ai-train=no`** — see the reservations section. Iowa also declares `Crawl-delay: 30`, which we honour, so this state fills in slowly: its crawl is still running.
|
| 122 |
+
- **Idaho (`id`)** — Idaho Supreme Court tier only. The Court Assistance Office forms library (`courtselfhelp.idaho.gov`) sits behind a WAF that 403s its own `robots.txt`, so it is unverifiable and was not crawled.
|
| 123 |
+
- **Illinois (`il`)** — Form PDFs are served from `ilcourtsaudio.blob.core.windows.net`, whose `robots.txt` returned **HTTP 401** — unreadable, so that host was not crawled. HTML pages only.
|
| 124 |
+
- **Maryland (`md`)** — `mdcourts.gov/robots.txt` carries `Disallow: /courtforms` — the Maryland forms library is **excluded by robots** and is not here.
|
| 125 |
+
|
| 126 |
+
## Reservations that travel with the data
|
| 127 |
+
|
| 128 |
+
- **Iowa** — `iowacourts.gov/robots.txt` carries, verbatim,
|
| 129 |
+
`Content-Signal: search=yes,ai-train=no,use=reference`. That is a separate grant from `Disallow`,
|
| 130 |
+
and we honour it: the Iowa records are for **retrieval and reference only and must not be used as
|
| 131 |
+
training data**. The reservation is stamped into every Iowa record's `license` field.
|
| 132 |
+
- **Texas is absent because its host stopped answering.** `texaslawhelp.org/robots.txt` had been
|
| 133 |
+
readable (HTTP 200) when the source was verified on 2026-09-10, but on the harvest run it returned
|
| 134 |
+
**HTTP 202 with an empty body** — a bot-management interstitial, not a robots file. Unreadable
|
| 135 |
+
means unverifiable, so the crawl aborted before its first content request and Texas is not in this
|
| 136 |
+
dataset. (Separately, when that host was readable its terms reserved commercial use:
|
| 137 |
+
*"Free. Not for sale ... you agree not to sell or make a profit in any way from any information or
|
| 138 |
+
forms that you obtained through this website."*)
|
| 139 |
+
- **Alaska is deliberately absent.** Its source is verified and harvestable, but the Alaska Court
|
| 140 |
+
System asserts copyright over its self-help publications — the Small Claims Handbook cover reads
|
| 141 |
+
*"reproduction of any part of this handbook for commercial purposes without the express written
|
| 142 |
+
permission of the Alaska Court System is strictly prohibited."* Rather than redistribute it, we
|
| 143 |
+
hold Alaska pending a licensing decision. It is withheld, not missing.
|
| 144 |
+
- Everything else is an official US state judiciary publication. State government works are not
|
| 145 |
+
automatically public domain the way federal works are, so we do not claim a licence the source
|
| 146 |
+
does not grant: each record's `license` field says exactly what the source asserted, which for
|
| 147 |
+
most of these is nothing at all.
|
| 148 |
+
|
| 149 |
+
## A state that is not in the table is UNVERIFIED, not withheld
|
| 150 |
+
|
| 151 |
+
That is the standing rule for every DocketX dataset. A missing state means we have not yet proved
|
| 152 |
+
its source live — official host, `robots.txt` read for our honest bot, and one real passage
|
| 153 |
+
extracted — not that the state refused. Twelve jurisdictions (`ct dc fl ks ma mn nc nd nj ny ok sc`)
|
| 154 |
+
were checked on 2026-09-10 and are blocked today, mostly by WAFs that refuse our `robots.txt`
|
| 155 |
+
request; they stay out until that changes. The rest are simply not done yet.
|
| 156 |
+
|
| 157 |
+
## Companion datasets
|
| 158 |
+
|
| 159 |
+
`docketx/us-caselaw` · `docketx/us-statutes` · `docketx/court-rules` · `docketx/us-judges`
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data/al/pro-se.jsonl.gz
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data/hi/pro-se.jsonl.gz
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data/ia/pro-se.jsonl.gz
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data/il/pro-se.jsonl.gz
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data/md/pro-se.jsonl.gz
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