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+++ b/README.md
@@ -1,46 +1,89 @@
-When you install this from git, you will need to first clone the
-repository:
+# mediawiki_dump_tools
 
-    git clone git://projects.mako.cc/mediawiki_dump_tools
+Tools for converting MediaWiki XML database dumps—the "history" dumps
+that include every revision of every page—into tabular datasets for
+research. The main tool is `wikiq`, a command line program that produces
+one row per revision with metadata such as the page, namespace,
+timestamp, editor, text size, and revert status, plus a range of
+optional computed columns.
 
-From within the repository working directory, initiatlize and set up the
-submodule like:
+## Installation
 
-    git submodule init
-    git submodule update
+wikiq requires Python 3.11 or later. Install it with pip from a clone of
+this repository:
 
-Wikimedia dumps are usually in a compressed format such as 7z (most
-common), gz, or bz2. Wikiq uses your computer's compression software to
-read these files. Therefore wikiq depends on `7za`, `gzcat`, and `zcat`.
+    git clone https://gitea.communitydata.science/collective/mediawiki_dump_tools.git
+    cd mediawiki_dump_tools
+    pip install .
 
-# Dependencies
+[uv](https://docs.astral.sh/uv/) works too (`uv sync`) and is convenient
+for development, but it is not required.
 
-These non-Python dependencies must be installed on your system for wikiq
-and its associated tests to work.
+One dependency, `pywikidiff2`, is installed from source and compiles a
+C++ extension, so a C++ compiler must be available at install time.
 
-- 7zip
-- ffmpeg
+Wikimedia dumps are usually compressed as 7z (most common), gz, or bz2.
+wikiq reads these by running your system's decompression tools, so it
+depends on `7za`, `zcat`, and `bzcat` for those respective formats. On
+Debian or Ubuntu, `apt install 7zip` provides `7za`; the others are
+standard.
 
-A new diff engine based on [wikidiff2](https://www.mediawiki.org/wiki/Wikidiff2)
-can be used for word-persistence. Wikiq can also output the diffs
-between each page revision. This requires installing Wikidiff 2 on your
-system. On Debian or Ubuntu Linux this can be done via.
+## Usage
 
-`apt-get install php-wikidiff2`
+    wikiq dump.xml.7z -o output/
 
-You may have to also run. `sudo phpenmod wikidiff2`.
+Each output row describes one revision. The output format follows the
+`-o` argument: a path ending in `.jsonl` produces JSON Lines, anything
+else produces tab-separated values. With no dump file argument, wikiq
+reads XML on stdin and writes to stdout.
 
-# Tests
+The most commonly useful options (`wikiq --help` describes them all):
 
-To run tests:
+- `-n ID` limits output to a namespace, and can be given more than once.
+  `-rr N` sets how many prior edits are checked when detecting reverts.
+- `--collapse-user` collapses each sequence of consecutive edits by the
+  same user into a single row, which can address problems with text
+  persistence measures.
+- `-p [METHOD]` computes content persistence measures for each revision:
+  persistent token revisions, tokens added, and tokens removed. The
+  available methods are `sequence` (the default), `segment` (robust to
+  content moves but slower), `wikidiff2` (like segment, using the
+  wikidiff2 diff engine), and `legacy` (the behavior of older research
+  projects). Persistence is the slowest thing wikiq computes.
+- `-d` outputs a structured diff for each revision; `-t` outputs the
+  full revision text.
+- `--external-links`, `--citations`, `--wikilinks`, `--templates`, and
+  `--headings` parse each revision's wikitext and add a column with the
+  extracted elements.
+- `-RP REGEX -RPl LABEL` searches revision text for a regular expression
+  and reports the matches in a column named by the label; repeat the
+  pair for multiple patterns. `-CP`/`-CPl` do the same for edit
+  summaries. Adding `-RPc` or `-CPc` reports the number of matches
+  instead of the matched text.
+- `--resume` continues an interrupted run from the last complete line of
+  an existing JSONL output file. Combined with `--time-limit HOURS`,
+  this supports processing very large dumps in bounded chunks.
+- `--print-schema` prints a Spark-compatible JSON schema for the
+  configured output and exits.
 
-    python -m unittest test.Wikiq_Unit_Test
+## Tests
 
-## TODO:
+From the repository root:
 
-1.  \[\] Output metadata about the run. What parameters were used? What
-    versions of deltas?
-2.  \[\] Url encoding by default
+    uv run pytest test/
+
+Run the suite from the root—some tests open fixture files by paths
+relative to it. The full suite processes several real dumps from
+`test/dumps/` and takes around fifteen minutes; expected outputs live in
+`test/baseline_output/`.
+
+## Authors
+
+wikiq is written and maintained by members of the [Community Data
+Science Collective](https://wiki.communitydata.science/). Contributors
+include Benjamin Mako Hill, Nathan TeBlunthuis, Will Beason, Sohyeon
+Hwang, and Kaylea Champion. It builds on earlier versions of the tool
+written in Python and in C++ by Benjamin Mako Hill.
 
 ## License