$ day-1 --am · artifacts demo

Distant Reading with Claude Projects

A hands-on Artifacts demo for the Monday morning session. You will move a small corpus through a distant-reading pipeline inside a single Claude Project, generate and iterate on visualization Artifacts, and then read those machine outputs critically against what close reading would surface.

$ demo --corpus [+][-]

Using the corpus you brought—or, if you could not attend, a three-to-ten-text set drawn from Project Gutenberg, HathiTrust public-domain holdings, or your own files:

  • Create a fresh Project in Claude.
  • Upload all texts to the Project’s knowledge.

Keep the set small enough to reason about, but large enough to compare across.

$ demo --sequence [+][-]

Run the analytical sequence one step at a time, keeping each result in the conversation so later steps can build on it:

  1. Stopword filter — strip function words so content words surface.
  2. Bag-of-words — raw term counts across the corpus.
  3. Key phrases — multi-word expressions, not just single tokens.
  4. Character or theme network — what (or who) connects to what (or whom).
  5. Comparative read — how the texts diverge and converge across the set.
$ demo --artifacts [+][-]

Ask Claude to generate Artifacts that visualize the findings. We will produce at least five different artifacts and iterate on the prompts and choices in between:

  • Word clouds
  • Frequency charts
  • Network diagrams
  • Comparative tables
  • Thematic timelines

Iterate. Change the stopword list, regroup categories, re-scope the comparison, and watch how each visualization shifts in response.

$ demo --critique [+][-]
  • Critique what you see. What does the visualization foreground, and what does it bury?
  • Compare to close reading. What would you have noticed reading these texts yourself that the distant view misses?
  • Document at least one place Claude got it wrong — a miscounted term, a hallucinated relationship, a flattened theme, or a misattributed quote.
$ demo --reading [+][-]

Suggested reading:

Sample assignment:

$ cd ..back to the course packet