From 897c30406be086099479224d248621e2b25521ed Mon Sep 17 00:00:00 2001 From: Nathan Schneider Date: Fri, 20 Mar 2026 17:35:13 -0600 Subject: [PATCH] Reorganize directory, add manual dataset and sync tooling - Move all scripts to scripts/, web assets to web/, analysis results into self-contained data/readings/_/ directories - Add data/readings/manual_20260320/ with 32 JSON readings from git.medlab.host/ntnsndr/protocol-bicorder-data - Add scripts/json_to_csv.py to convert bicorder JSON files to CSV - Add scripts/sync_readings.sh for one-command sync + re-analysis of any dataset backed by a .sync_source config file - Add scripts/classify_readings.py to apply the LDA classifier to all readings and save per-reading cluster assignments - Add --min-coverage flag to multivariate_analysis.py for sparse/shortform datasets; also applies in lda_visualization.py - Fix lda_visualization.py NaN handling and 0-d array annotation bug - Update README.md and WORKFLOW.md to document datasets, sync workflow, shortform handling, and new scripts Co-Authored-By: Claude Sonnet 4.6 --- analysis/INTEGRATION_GUIDE.md | 14 +- analysis/README.md | 83 +++-- analysis/TEST_COMMANDS.md | 18 +- analysis/WORKFLOW.md | 89 ++++-- analysis/bicorder_model.json | 2 +- .../readings/manual_20260320/.sync_source | 2 + .../analysis/classifications.csv | 33 ++ .../data/category_discriminant_results.csv | 4 + .../analysis/data/correlation_matrix.csv | 9 + .../analysis/data/dbscan_clusters.csv | 28 ++ .../analysis/data/dbscan_outliers.csv | 3 + .../analysis/data/feature_importances.csv | 9 + .../analysis/data/hierarchical_clusters.csv | 28 ++ .../analysis/data/kmeans_clusters.csv | 28 ++ .../analysis/data/lda_coefficients.csv | 10 + .../analysis/data/lda_projection.csv | 28 ++ .../analysis/data/pca_coordinates.csv | 28 ++ .../analysis/data/pca_loadings.csv | 9 + .../analysis/data/top_correlations.csv | 21 ++ .../plots/correlation_heatmap_design.png | Bin 0 -> 181611 bytes 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create mode 100644 analysis/scripts/classify_readings.py rename analysis/{ => scripts}/compare_analyses.py (96%) rename analysis/{ => scripts}/convert_csv_to_json.py (85%) create mode 100644 analysis/scripts/export_model_for_js.py create mode 100644 analysis/scripts/json_to_csv.py create mode 100644 analysis/scripts/lda_visualization.py rename analysis/{ => scripts}/multivariate_analysis.py (92%) create mode 100644 analysis/scripts/review_analysis.py create mode 100755 analysis/scripts/sync_readings.sh create mode 100644 analysis/scripts/visualize_clusters.py delete mode 100644 analysis/visualize_clusters.py rename analysis/{ => web}/bicorder-classifier.d.ts (100%) rename analysis/{ => web}/bicorder-classifier.js (100%) rename analysis/{ => web}/test-classifier.mjs (76%) diff --git a/analysis/INTEGRATION_GUIDE.md b/analysis/INTEGRATION_GUIDE.md index 92b72be..473b91f 100644 --- a/analysis/INTEGRATION_GUIDE.md +++ b/analysis/INTEGRATION_GUIDE.md @@ -12,7 +12,7 @@ This guide explains how to integrate the cluster classification system into the **Version-based compatibility**: The model includes a `bicorder_version` field. The classifier checks that versions match. When bicorder.json structure changes: 1. Increment the version number in bicorder.json -2. Retrain the model with `python3 export_model_for_js.py` +2. Retrain the model with `python3 scripts/export_model_for_js.py data/readings/synthetic_20251116/readings.csv` 3. The new model will have the updated version This ensures the web app and model stay in sync without complex backward compatibility. @@ -20,8 +20,8 @@ This ensures the web app and model stay in sync without complex backward compati ## Files - `bicorder_model.json` - Trained model parameters (5KB, embed in app) -- `bicorder-classifier.js` - JavaScript implementation -- `bicorder-classifier.d.ts` - TypeScript type definitions +- `web/bicorder-classifier.js` - JavaScript implementation +- `web/bicorder-classifier.d.ts` - TypeScript type definitions ## Quick Start @@ -38,8 +38,8 @@ cp bicorder_model.json ../path/to/bicorder/public/ Copy the JavaScript module to your source directory: ```bash -cp bicorder-classifier.js ../path/to/bicorder/src/lib/ -cp bicorder-classifier.d.ts ../path/to/bicorder/src/lib/ +cp web/bicorder-classifier.js ../path/to/bicorder/src/lib/ +cp web/bicorder-classifier.d.ts ../path/to/bicorder/src/lib/ ``` ### 3. Basic Usage @@ -395,8 +395,8 @@ console.log(classifier.predict(boundary)); ## Questions? -See the demo in `bicorder-classifier.js` for working examples, or test with: +See the test in `web/test-classifier.mjs` for working examples, or test with: ```bash -node bicorder-classifier.js +node web/test-classifier.mjs ``` diff --git a/analysis/README.md b/analysis/README.md index 58cb771..96b481c 100644 --- a/analysis/README.md +++ b/analysis/README.md @@ -1,9 +1,42 @@ -# Bicorder synthetic data analysis +# Bicorder data analysis -This directory concerns a synthetic data analysis conducted with the Protocol Bicorder. +This directory concerns analyses conducted with the Protocol Bicorder across multiple datasets. Scripts were created with the assistance of Claude Code. Data processing was done largely with either local models or the Ollama cloud service, which does not retain user data. Thanks to [Seth Frey (UC Davis)](https://enfascination.com/) for guidance, but all mistakes are the responsibility of the author, [Nathan Schneider](https://nathanschneider.info). This is the work of a researcher working with AI outside their field of expertise and should be treated as a playful experiment, not a model of rigorous methodology. +## Datasets + +Readings are organized under `data/readings/_/`, each self-contained with its own `readings.csv`, `analysis/`, and `json/` subdirectories: + +- **`data/readings/synthetic_20251116/`** — 411 protocols from synthetic LLM-generated readings (see detailed procedure below) +- **`data/readings/manual_20260320/`** — manual readings collected at [git.medlab.host/ntnsndr/protocol-bicorder-data](https://git.medlab.host/ntnsndr/protocol-bicorder-data), continuously expanding + +### Syncing the manual dataset + +The manual dataset is kept current via a `.sync_source` config file and a one-command sync script: + +```bash +scripts/sync_readings.sh data/readings/manual_20260320 +``` + +This clones the remote repository, copies JSON reading files, regenerates `readings.csv`, runs multivariate analysis (filtering to well-covered dimensions), generates an LDA visualization, and saves per-reading cluster classifications to `analysis/classifications.csv`. + +Options: +```bash +scripts/sync_readings.sh data/readings/manual_20260320 --min-coverage 0.8 # default +scripts/sync_readings.sh data/readings/manual_20260320 --no-analysis # sync JSON only +scripts/sync_readings.sh data/readings/manual_20260320 --training data/readings/synthetic_20251116/readings.csv +``` + +### Handling shortform readings + +Many manual readings use the shortform bicorder (9 key dimensions rather than all 23). Two analysis strategies handle this: + +1. **Multivariate analysis with `--min-coverage`**: Drops dimension columns below the coverage threshold so analysis runs on the shared well-filled dimensions (e.g., 8 dimensions at 80% coverage for the current manual dataset). +2. **Classifier (`classify_readings.py`)**: Applies the synthetic-trained LDA model to all readings, filling any missing dimensions with a neutral value (5). The `completeness` column in the output flags readings where confidence is limited by sparse data. + +--- + ## Purpose This analyses has several purposes: @@ -26,7 +59,7 @@ context: "model running on ollama locally, accessed with llm on the command line prompt: "Return csv-formatted data (with no markdown wrapper) that consists of a list of protocols discussed or referred to in the attached text. Protocols are defined extremely broadly as 'patterns of interaction,' and may be of a nontechnical nature. Protocols should be as specific as possible, such as 'Sacrament of Reconciliation' rather than 'Religious Protocols.' The first column should provide a brief descriptor of the protocol, and the second column should describe it in a substantial paragraph of 3-5 sentences, encapsulated in quotation marks to avoid breaking on commas. Be sure to paraphrase rather than quoting directly from the source text." ``` -The result was a CSV-formatted list of protocols (`protocols_raw.csv`, n=774 total protocols listed). +The result was a CSV-formatted list of protocols (`data/readings/synthetic_20251116/protocols_raw.csv`, n=774 total protocols listed). ### Dataset cleaning @@ -41,7 +74,7 @@ The dataset was then manually reviewed. The review involved the following: The cleaning process was carried out in a subjective manner, so some entries that meet the above criteria may remain in the dataset. The dataset also appears to include some LLM hallucinations---that is, protocols not in the texts---but the hallucinations are often acceptable examples and so some have been retained. Some degree of noise in the dataset was considered acceptable for the purposes of the study. Some degree of repetition, also, provides the dataset with a kind of control cases for evaluating the diagnostic process. -The result was a CSV-formatted list of protocols (`protocols_edited.csv`, n=411). +The result was a CSV-formatted list of protocols (`data/readings/synthetic_20251116/protocols_edited.csv`, n=411). ### Initial diagnostic @@ -50,42 +83,42 @@ This diagnostic used the file now at `bicorder_analyzed.json`, though the script For each row in the dataset, and on each gradient, a series of scripts prompts the LLM to apply each gradient to the protocol. The outputs are then added to a CSV output file. -The result was a CSV-formatted list of protocols (`diagnostic_output.csv`, n=411). +The result was a CSV-formatted list of protocols (`data/readings/synthetic_20251116/readings.csv`, n=411). See detailed documentation of the scripts at `WORKFLOW.md`. ### Manual and alternate model audit -To test the output, a manual review of the first 10 protocols in the `protocols_edited.csv` dataset was produced in the file `diagnostic_output_manual.csv`. (Alphabetization in this case seems a reasonable proxy for a random sample of protocols. It includes some partially overlapping protocols, as does the dataset as a whole.) Additionally, three models were tested on the same cases: +To test the output, a manual review of the first 10 protocols in the `data/readings/synthetic_20251116/protocols_edited.csv` dataset was produced in the file `data/readings/synthetic_20251116/readings_manual.csv`. (Alphabetization in this case seems a reasonable proxy for a random sample of protocols. It includes some partially overlapping protocols, as does the dataset as a whole.) Additionally, three models were tested on the same cases: ```bash -python3 bicorder_batch.py protocols_edited.csv -o diagnostic_output_mistral.csv -m mistral -a "Mistral" -s "A careful ethnographer and outsider aspiring to achieve a neutral stance and a high degree of precision" --start 1 --end 10 +python3 scripts/bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o data/readings/synthetic_20251116/readings_mistral.csv -m mistral -a "Mistral" -s "A careful ethnographer and outsider aspiring to achieve a neutral stance and a high degree of precision" --start 1 --end 10 ``` ```bash -python3 bicorder_batch.py protocols_edited.csv -o diagnostic_output_gpt-oss.csv -m gpt-oss -a "GPT-OSS" -s "A careful ethnographer and outsider aspiring to achieve a neutral stance and a high degree of precision" --start 1 --end 10 +python3 scripts/bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o data/readings/synthetic_20251116/readings_gpt-oss.csv -m gpt-oss -a "GPT-OSS" -s "A careful ethnographer and outsider aspiring to achieve a neutral stance and a high degree of precision" --start 1 --end 10 ``` ```bash -python3 bicorder_batch.py protocols_edited.csv -o diagnostic_output_gemma3-12b.csv -m gemma3:12b -a "Gemma3:12b" -s "A careful ethnographer and outsider aspiring to achieve a neutral stance and a high degree of precision" --start 1 --end 10 +python3 scripts/bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o data/readings/synthetic_20251116/readings_gemma3-12b.csv -m gemma3:12b -a "Gemma3:12b" -s "A careful ethnographer and outsider aspiring to achieve a neutral stance and a high degree of precision" --start 1 --end 10 ``` -A Euclidean distance analysis (`./venv/bin/python3 compare analyses.py`) found that the `gpt-oss` model was closer to the manual example than the others. It was therefore selected to be the model used for conducting the bicorder diagnostic on the dataset. +A Euclidean distance analysis (`python3 scripts/compare_analyses.py`) found that the `gpt-oss` model was closer to the manual example than the others. It was therefore selected to be the model used for conducting the bicorder diagnostic on the dataset. ``` Average Euclidean Distance: - 1. diagnostic_output_gpt-oss.csv - Avg Distance: 11.68 - 2. diagnostic_output_gemma3-12b.csv - Avg Distance: 13.06 - 3. diagnostic_output_mistral.csv - Avg Distance: 13.33 + 1. readings_gpt-oss.csv - Avg Distance: 11.68 + 2. readings_gemma3-12b.csv - Avg Distance: 13.06 + 3. readings_mistral.csv - Avg Distance: 13.33 ``` -Command used to produce `diagnostic_output.csv` (using the Ollama cloud service for the `gpt-oss` model): +Command used to produce `data/readings/synthetic_20251116/readings.csv` (using the Ollama cloud service for the `gpt-oss` model): ```bash -python3 bicorder_batch.py protocols_edited.csv -o diagnostic_output.csv -m gpt-oss:20b-cloud -a "GPT-OSS" -s "A careful ethnographer and outsider aspiring to achieve a neutral stance and a high degree of precision" +python3 scripts/bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o data/readings/synthetic_20251116/readings.csv -m gpt-oss:20b-cloud -a "GPT-OSS" -s "A careful ethnographer and outsider aspiring to achieve a neutral stance and a high degree of precision" ``` -The result was a CSV-formatted list of protocols (`diagnostic_output.csv`, n=411). +The result was a CSV-formatted list of protocols (`data/readings/synthetic_20251116/readings.csv`, n=411). ### Further analysis @@ -93,7 +126,7 @@ The result was a CSV-formatted list of protocols (`diagnostic_output.csv`, n=411 Per-protocol values are meaningful for the bicorder because, despite varying levels of appropriateness, all of the gradients are structured as ranging from "hardness" to "softness"---with lower values associated with greater rigidity. The average value for a given protocol, therefore, provides a rough sense of the protocol's hardness. -Basic averages appear in `diagnostic_output-analysis.ods`. +Basic averages appear in `data/readings/synthetic_20251116/readings-analysis.ods`. #### Univariate analysis @@ -103,7 +136,7 @@ First, a plot of average values for each protocol: This reveals a linear distribution of values among the protocols, aside from exponential curves only at the extremes. Perhaps the most interesting finding is a skew toward the higher end of the scale, associated with softness. Even relatively hard, technical protocols appear to have significant soft characteristics. -The protocol value averages have a mean of 5.45 and a median of 5.48. In comparison to the midpoint of 5, the normalized midpoint deviation is 0.11. In comparison, the Pearson coefficient measures the skew at just -0.07, which means that the relative skew of the data is actually slightly downward. So the distribution of protocol values is very balanced but has a consistent upward deviation from the scale's baseline. (These calculations are in `diagnostic_output-analysis.odt[averages]`.) +The protocol value averages have a mean of 5.45 and a median of 5.48. In comparison to the midpoint of 5, the normalized midpoint deviation is 0.11. In comparison, the Pearson coefficient measures the skew at just -0.07, which means that the relative skew of the data is actually slightly downward. So the distribution of protocol values is very balanced but has a consistent upward deviation from the scale's baseline. (These calculations are in `data/readings/synthetic_20251116/readings-analysis.odt[averages]`.) Second, a plot of average values for each gradient (with gaps to indicate the three groupings of gradients): @@ -132,21 +165,21 @@ Claude Code created a `multivariate_analysis.py` tool to conduct this analysis. ```bash # Run all analyses (default) -venv/bin/python3 multivariate_analysis.py diagnostic_output.csv +python3 scripts/multivariate_analysis.py data/readings/synthetic_20251116/readings.csv # Run specific analyses only -venv/bin/python3 multivariate_analysis.py diagnostic_output.csv --analyses +python3 scripts/multivariate_analysis.py data/readings/synthetic_20251116/readings.csv --analyses clustering pca ``` Initial manual observations: * The correlations generally seem predictable; for example, the strongest is between `Design_static_vs_malleable` and `Experience_predictable_vs_emergent`, which is not surprising -* The elite vs. vernacular distinction appears to be the most predictive gradient (`analysis_results/plots/feature_importances.png`) +* The elite vs. vernacular distinction appears to be the most predictive gradient (`data/readings/synthetic_20251116/analysis/plots/feature_importances.png`) -![Correlation heatmap](analysis_results/plots/correlation_heatmap_full.png) +![Correlation heatmap](data/readings/synthetic_20251116/analysis/plots/correlation_heatmap_full.png) -![Importance ranking](analysis_results/plots/feature_importances.png) +![Importance ranking](data/readings/synthetic_20251116/analysis/plots/feature_importances.png) Claude's interpretation: @@ -405,7 +438,7 @@ This simple version-matching approach ensures compatibility without complex stru ### Files - `bicorder_model.json` (5KB) - Trained LDA model with coefficients and scaler parameters -- `bicorder-classifier.js` - JavaScript implementation for real-time classification in web app +- `web/bicorder-classifier.js` - JavaScript implementation for real-time classification in web app - `ascii_bicorder.py` (updated) - Python script now calculates automated analysis values - `../bicorder.json` (updated) - Added bureaucratic ↔ relational gradient to analysis section @@ -417,7 +450,7 @@ The calculation happens automatically when generating bicorder output: python3 ascii_bicorder.py bicorder.json bicorder.txt ``` -For web integration, see `INTEGRATION_GUIDE.md` for details on using `bicorder-classifier.js` to provide real-time classification as users fill out diagnostics. +For web integration, see `INTEGRATION_GUIDE.md` for details on using `web/bicorder-classifier.js` to provide real-time classification as users fill out diagnostics. ### Key Features diff --git a/analysis/TEST_COMMANDS.md b/analysis/TEST_COMMANDS.md index 021dff1..972d065 100644 --- a/analysis/TEST_COMMANDS.md +++ b/analysis/TEST_COMMANDS.md @@ -7,7 +7,7 @@ Run these tests in order to verify the refactored code works correctly. Test that prompts are generated correctly with protocol context: ```bash -python3 bicorder_query.py protocols_edited.csv 1 --dry-run | head -80 +python3 scripts/bicorder_query.py data/readings/synthetic_20251116/protocols_edited.csv 1 --dry-run | head -80 ``` **Expected result:** @@ -21,7 +21,7 @@ python3 bicorder_query.py protocols_edited.csv 1 --dry-run | head -80 Check that the analyze script still creates proper CSV structure: ```bash -python3 bicorder_analyze.py protocols_edited.csv -o test_output.csv +python3 scripts/bicorder_analyze.py data/readings/synthetic_20251116/protocols_edited.csv -o test_output.csv head -1 test_output.csv | tr ',' '\n' | grep -E "(explicit|precise|elite)" | head -5 ``` @@ -36,7 +36,7 @@ head -1 test_output.csv | tr ',' '\n' | grep -E "(explicit|precise|elite)" | hea Query just one protocol to test the full pipeline: ```bash -python3 bicorder_query.py test_output.csv 1 -m gpt-4o-mini +python3 scripts/bicorder_query.py test_output.csv 1 -m gpt-4o-mini ``` **Expected result:** @@ -61,7 +61,7 @@ Verify that the tool doesn't create any conversation files: llm logs list | grep -i bicorder # Run a query -python3 bicorder_query.py test_output.csv 2 -m gpt-4o-mini +python3 scripts/bicorder_query.py test_output.csv 2 -m gpt-4o-mini # After running test llm logs list | grep -i bicorder @@ -76,7 +76,7 @@ llm logs list | grep -i bicorder Test batch processing on rows 1-3: ```bash -python3 bicorder_batch.py protocols_edited.csv -o test_batch_output.csv --start 1 --end 3 -m gpt-4o-mini +python3 scripts/bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o test_batch_output.csv --start 1 --end 3 -m gpt-4o-mini ``` **Expected result:** @@ -106,7 +106,7 @@ with open('test_batch_output.csv') as f: Test that model parameter works in dry run: ```bash -python3 bicorder_query.py protocols_edited.csv 5 --dry-run -m mistral | head -50 +python3 scripts/bicorder_query.py data/readings/synthetic_20251116/protocols_edited.csv 5 --dry-run -m mistral | head -50 ``` **Expected result:** @@ -117,7 +117,7 @@ python3 bicorder_query.py protocols_edited.csv 5 --dry-run -m mistral | head -50 Test with invalid row number: ```bash -python3 bicorder_query.py test_output.csv 999 +python3 scripts/bicorder_query.py test_output.csv 999 ``` **Expected result:** @@ -129,11 +129,11 @@ Compare the new standalone prompts vs old system prompt approach: ```bash # New approach - protocol context in each prompt -python3 bicorder_query.py protocols_edited.csv 1 --dry-run | grep -A 5 "Analyze this protocol" +python3 scripts/bicorder_query.py data/readings/synthetic_20251116/protocols_edited.csv 1 --dry-run | grep -A 5 "Analyze this protocol" # Old approach would have had protocol in system prompt only (no longer used) # Verify that protocol context appears in EVERY gradient prompt -python3 bicorder_query.py protocols_edited.csv 1 --dry-run | grep -c "Analyze this protocol" +python3 scripts/bicorder_query.py data/readings/synthetic_20251116/protocols_edited.csv 1 --dry-run | grep -c "Analyze this protocol" ``` **Expected result:** diff --git a/analysis/WORKFLOW.md b/analysis/WORKFLOW.md index 2846966..d29e3c5 100644 --- a/analysis/WORKFLOW.md +++ b/analysis/WORKFLOW.md @@ -6,16 +6,69 @@ The scripts automatically draw the gradients from the current state of the [bico ## Scripts -1. **bicorder_batch.py** - **[RECOMMENDED]** Process entire CSV with one command -2. **bicorder_analyze.py** - Prepares CSV with gradient columns -3. **bicorder_query.py** - Queries LLM for each gradient value and updates CSV (each query is a new chat) +### Diagnostic data generation (LLM-based) -## Quick Start (Recommended) +1. **scripts/bicorder_batch.py** - **[RECOMMENDED]** Process entire CSV with one command +2. **scripts/bicorder_analyze.py** - Prepares CSV with gradient columns +3. **scripts/bicorder_query.py** - Queries LLM for each gradient value and updates CSV (each query is a new chat) + +### Manual / JSON-based readings + +4. **scripts/json_to_csv.py** - Convert a directory of individual bicorder JSON reading files into a `readings.csv` +5. **scripts/sync_readings.sh** - Sync a readings dataset from a remote git repository, then regenerate CSV and run analysis (see below) + +### Analysis + +6. **scripts/multivariate_analysis.py** - Run clustering, PCA, correlation, and feature importance analysis on a readings CSV +7. **scripts/lda_visualization.py** - Generate LDA cluster separation plot and projection data +8. **scripts/classify_readings.py** - Apply the synthetic-trained LDA classifier to all readings; saves `analysis/classifications.csv` +9. **scripts/visualize_clusters.py** - Additional cluster visualizations +10. **scripts/export_model_for_js.py** - Export trained model to `bicorder_model.json` for the web classifier + +## Syncing a manual readings dataset + +If the dataset has a `.sync_source` file (e.g., `data/readings/manual_20260320/`), one command handles everything: + +```bash +scripts/sync_readings.sh data/readings/manual_20260320 +``` + +This fetches new JSON files from the remote repo, regenerates `readings.csv`, runs multivariate analysis (with `--min-coverage 0.8` to handle shortform readings), generates the LDA visualization, and saves cluster classifications to `analysis/classifications.csv`. + +## Running analysis on any readings CSV + +```bash +# Full analysis pipeline +python3 scripts/multivariate_analysis.py data/readings/manual_20260320/readings.csv \ + --min-coverage 0.8 \ + --analyses clustering pca correlation importance + +# LDA visualization (cluster separation plot) +python3 scripts/lda_visualization.py data/readings/manual_20260320/readings.csv + +# Classify all readings (uses synthetic dataset as training data by default) +python3 scripts/classify_readings.py data/readings/manual_20260320/readings.csv +``` + +Use `--min-coverage` (0.0–1.0) to drop dimension columns below the given coverage fraction before analysis. This is important for datasets with many shortform readings where most dimensions are sparsely filled. + +## Converting JSON reading files to CSV + +If you have a directory of individual bicorder JSON reading files: + +```bash +python3 scripts/json_to_csv.py data/readings/manual_20260320/json/ \ + -o data/readings/manual_20260320/readings.csv +``` + +--- + +## Quick Start (Recommended, LLM-based) ### Process All Protocols with One Command ```bash -python3 bicorder_batch.py protocols_edited.csv -o analysis_output.csv +python3 scripts/bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o analysis_output.csv ``` This will: @@ -28,13 +81,13 @@ This will: ```bash # Process only rows 1-5 (useful for testing) -python3 bicorder_batch.py protocols_edited.csv -o analysis_output.csv --start 1 --end 5 +python3 scripts/bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o analysis_output.csv --start 1 --end 5 # Use specific LLM model -python3 bicorder_batch.py protocols_edited.csv -o analysis_output.csv -m mistral +python3 scripts/bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o analysis_output.csv -m mistral # Add analyst metadata -python3 bicorder_batch.py protocols_edited.csv -o analysis_output.csv \ +python3 scripts/bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o analysis_output.csv \ -a "Your Name" -s "Your analytical standpoint" ``` @@ -47,12 +100,12 @@ python3 bicorder_batch.py protocols_edited.csv -o analysis_output.csv \ Create a CSV with empty gradient columns: ```bash -python3 bicorder_analyze.py protocols_edited.csv -o analysis_output.csv +python3 scripts/bicorder_analyze.py data/readings/synthetic_20251116/protocols_edited.csv -o analysis_output.csv ``` Optional: Add analyst metadata: ```bash -python3 bicorder_analyze.py protocols_edited.csv -o analysis_output.csv \ +python3 scripts/bicorder_analyze.py data/readings/synthetic_20251116/protocols_edited.csv -o analysis_output.csv \ -a "Your Name" -s "Your analytical standpoint" ``` @@ -61,7 +114,7 @@ python3 bicorder_analyze.py protocols_edited.csv -o analysis_output.csv \ Query all gradients for a specific protocol: ```bash -python3 bicorder_query.py analysis_output.csv 1 +python3 scripts/bicorder_query.py analysis_output.csv 1 ``` - Replace `1` with the row number you want to analyze @@ -71,7 +124,7 @@ python3 bicorder_query.py analysis_output.csv 1 Optional: Specify a model: ```bash -python3 bicorder_query.py analysis_output.csv 1 -m mistral +python3 scripts/bicorder_query.py analysis_output.csv 1 -m mistral ``` ### Step 3: Repeat for All Protocols @@ -79,12 +132,12 @@ python3 bicorder_query.py analysis_output.csv 1 -m mistral For each protocol in your CSV: ```bash -python3 bicorder_query.py analysis_output.csv 1 -python3 bicorder_query.py analysis_output.csv 2 -python3 bicorder_query.py analysis_output.csv 3 +python3 scripts/bicorder_query.py analysis_output.csv 1 +python3 scripts/bicorder_query.py analysis_output.csv 2 +python3 scripts/bicorder_query.py analysis_output.csv 3 # ... and so on -# OR: Use bicorder_batch.py to automate all of this! +# OR: Use scripts/bicorder_batch.py to automate all of this! ``` ## Architecture @@ -110,7 +163,7 @@ This approach: Test prompts without calling the LLM: ```bash -python3 bicorder_query.py analysis_output.csv 1 --dry-run +python3 scripts/bicorder_query.py analysis_output.csv 1 --dry-run ``` This shows you exactly what prompt will be sent for each gradient, including the full protocol context. @@ -132,5 +185,5 @@ with open('analysis_output.csv') as f: ### Batch Processing -Use the `bicorder_batch.py` script (see Quick Start section above) for processing multiple protocols. +Use the `scripts/bicorder_batch.py` script (see Quick Start section above) for processing multiple protocols. diff --git a/analysis/bicorder_model.json b/analysis/bicorder_model.json index 99a47a2..f6b11f0 100644 --- a/analysis/bicorder_model.json +++ b/analysis/bicorder_model.json @@ -1,7 +1,7 @@ { "version": "1.0", "bicorder_version": "1.2.6", - "generated": "2026-03-20T15:08:23.160614", + "generated": "2026-03-20T17:04:13.746203", "dimensions": [ "Design_explicit_vs_implicit", "Design_precise_vs_interpretive", diff --git a/analysis/data/readings/manual_20260320/.sync_source b/analysis/data/readings/manual_20260320/.sync_source new file mode 100644 index 0000000..7a9ca61 --- /dev/null +++ b/analysis/data/readings/manual_20260320/.sync_source @@ -0,0 +1,2 @@ +REMOTE_URL=https://git.medlab.host/ntnsndr/protocol-bicorder-data +REMOTE_SUBDIR=readings diff --git a/analysis/data/readings/manual_20260320/analysis/classifications.csv b/analysis/data/readings/manual_20260320/analysis/classifications.csv new file mode 100644 index 0000000..5c0241c --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/classifications.csv @@ -0,0 +1,33 @@ +Descriptor,analyst,standpoint,shortform,cluster,cluster_name,confidence,lda_score,distance_to_boundary,completeness,dimensions_provided,key_dims_provided,recommended_form +Coffee shop as office,ntnsndr,A person using a coffee shop as an office,True,1,Relational/Cultural,0.295,-1.315,1.315,0.348,8,8,long +Street crossing in Buenos Aires,Venkat,Tourist,False,1,Relational/Cultural,0.888,-2.724,2.724,0.957,22,9,short +qPCR,Fotis Tsiroukis,Ethnography of Scientific Practice,False,2,Institutional/Bureaucratic,0.12,0.367,0.367,0.957,22,9,long +High wind preemptive blackouts,ntnsndr,Power consumer who lost power at office and home during high winds,False,2,Institutional/Bureaucratic,0.978,5.905,5.905,0.957,22,9,short +Bedtime routine with kids,ntnsndr,Parental participant,False,2,Institutional/Bureaucratic,0.906,2.84,2.84,0.913,21,8,short +Quarantine of a sick family member,ntnsndr,Family member,False,1,Relational/Cultural,0.957,-5.803,5.803,0.913,21,8,short +Email scheduling technique,ntnsndr,Practioner of the protocol,False,1,Relational/Cultural,0.739,-2.757,2.757,0.609,14,7,short +Podcasting (as a social practice),ntnsndr,"Listener, occasional producer",True,1,Relational/Cultural,0.696,-8.166,8.166,0.391,9,9,long +,Bob,,True,2,Institutional/Bureaucratic,0.696,3.167,3.167,0.391,9,9,long +Handshake ,Owocki ,User of it ,True,2,Institutional/Bureaucratic,0.496,2.14,2.14,0.391,9,9,long +Andrew Huberman Sleep,T,Learner,True,1,Relational/Cultural,0.558,-2.484,2.484,0.348,8,8,long +EthBoulder,ash,contributor,True,1,Relational/Cultural,0.696,-9.204,9.204,0.391,9,9,long +Network Assembly Protocol,Benjamin Life,"Co-Author, Network Steward",True,2,Institutional/Bureaucratic,0.662,2.856,2.856,0.391,9,9,long +WeChat payment for food,Jon Bo,User paying for the food,True,1,Relational/Cultural,0.696,-3.542,3.542,0.391,9,9,long +Dating Apps,Theo,Observer (former subject - now free),True,1,Relational/Cultural,0.696,-5.792,5.792,0.391,9,9,long +On Protocols: Creating Habitat,Todd Youngblood,RegenHub Boulder - 1515 Walnut,True,1,Relational/Cultural,0.696,-3.221,3.221,0.391,9,9,long +We* Are Agentic,Neil M Yarnal,Local* is Relative ,True,1,Relational/Cultural,0.696,-4.994,4.994,0.391,9,9,long +The gift,Tayken,Selflessness,True,2,Institutional/Bureaucratic,0.696,5.427,5.427,0.391,9,9,long +Claude Agent SDK ,@unforced,Active user,True,1,Relational/Cultural,0.662,-2.854,2.854,0.391,9,9,long +Jon & Savannah Relationship Agreements,Savannah Kruger & Jonathan Borichevskiy,Co-creators,True,1,Relational/Cultural,0.674,-5.098,5.098,0.348,8,8,long +Native protocol,proofoftom,Co-creator,True,1,Relational/Cultural,0.696,-5.997,5.997,0.391,9,9,long +Free-range kids,ntnsndr,parent,True,1,Relational/Cultural,0.674,-8.694,8.694,0.348,8,8,long +Passing on a sidewalk,ntnsndr,Pedestrian,True,1,Relational/Cultural,0.696,-6.494,6.494,0.391,9,9,long +Academic job talks,ntnsndr,an academic,True,2,Institutional/Bureaucratic,0.696,3.345,3.345,0.391,9,9,long +Magic Mountain Talks,ntnsndr,one of the organizers,False,1,Relational/Cultural,0.467,-1.432,1.432,0.957,22,9,long +Book draft workshop,ntnsndr,The designer and victim of the protocol,False,1,Relational/Cultural,0.465,-1.427,1.427,0.957,22,9,long +Playdate orgabizing,ntnsndr,A frequent participant,True,1,Relational/Cultural,0.696,-7.041,7.041,0.391,9,9,long +Letters of recommendation,ntnsndr,A frequent recommender,True,2,Institutional/Bureaucratic,0.696,3.492,3.492,0.391,9,9,long +Deciding how to get the check at a restaurant,ntnsndr,Person who often feels awkward and wants to be generous,True,1,Relational/Cultural,0.674,-8.57,8.57,0.348,8,8,long +Office hours,ntnsndr,Professor,False,1,Relational/Cultural,0.913,-5.002,5.002,0.826,19,9,short +Screen time,ntnsndr,parent,False,1,Relational/Cultural,0.619,-2.248,2.248,0.652,15,7,short +Playing catch with a baseball,ntnsndr,Baseball coach,True,1,Relational/Cultural,0.674,-4.583,4.583,0.348,8,8,long diff --git a/analysis/data/readings/manual_20260320/analysis/data/category_discriminant_results.csv b/analysis/data/readings/manual_20260320/analysis/data/category_discriminant_results.csv new file mode 100644 index 0000000..9c0d302 --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/category_discriminant_results.csv @@ -0,0 +1,4 @@ +Category,Accuracy,N_Dimensions +Design,0.8518518518518519,3 +Entanglement,1.0,4 +Experience,0.7037037037037037,1 diff --git a/analysis/data/readings/manual_20260320/analysis/data/correlation_matrix.csv b/analysis/data/readings/manual_20260320/analysis/data/correlation_matrix.csv new file mode 100644 index 0000000..2708f2e --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/correlation_matrix.csv @@ -0,0 +1,9 @@ +Design_precise_vs_interpretive,Design_institutional_vs_vernacular,Design_static_vs_malleable,Entanglement_sovereign_vs_subsidiary,Entanglement_self-enforcing_vs_enforced,Entanglement_obligatory_vs_voluntary,Entanglement_flocking_vs_swarming,Experience_predictable_vs_emergent +1.0,-0.00948330038665666,0.15918490238688207,-0.6415638337903136,-0.07621029838482958,0.1204174037362573,0.41442280980679086,0.3063603356998134 +-0.00948330038665666,1.0,-0.01865063998837495,-0.08731465382649602,-0.7085151801637848,0.3182010621936024,0.37943269092151793,-0.028510932256394873 +0.15918490238688207,-0.01865063998837495,1.0,-0.08704907510939718,-0.05220623630529541,0.38505357601444185,0.3493656041325956,0.5767763224995508 +-0.6415638337903136,-0.08731465382649602,-0.08704907510939718,1.0,0.26060569513088677,-0.32302247713396914,-0.24303539751564743,-0.06248855905045787 +-0.07621029838482958,-0.7085151801637848,-0.05220623630529541,0.26060569513088677,1.0,-0.5477529075664381,-0.3960558569111922,-0.0826446280991735 +0.1204174037362573,0.3182010621936024,0.38505357601444185,-0.32302247713396914,-0.5477529075664381,1.0,0.1777518623883244,0.23908108342634116 +0.41442280980679086,0.37943269092151793,0.3493656041325956,-0.24303539751564743,-0.3960558569111922,0.1777518623883244,1.0,0.16286409069245295 +0.3063603356998134,-0.028510932256394873,0.5767763224995508,-0.06248855905045787,-0.0826446280991735,0.23908108342634116,0.16286409069245295,1.0 diff --git a/analysis/data/readings/manual_20260320/analysis/data/dbscan_clusters.csv b/analysis/data/readings/manual_20260320/analysis/data/dbscan_clusters.csv new file mode 100644 index 0000000..c08038e --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/dbscan_clusters.csv @@ -0,0 +1,28 @@ +Descriptor,cluster +Street crossing in Buenos Aires,0 +qPCR,0 +High wind preemptive blackouts,0 +Bedtime routine with kids,-1 +Podcasting (as a social practice),0 +,-1 +Handshake ,0 +Andrew Huberman Sleep,0 +EthBoulder,0 +Network Assembly Protocol,0 +WeChat payment for food,0 +Dating Apps,0 +On Protocols: Creating Habitat,0 +We* Are Agentic,0 +The gift,0 +Claude Agent SDK ,0 +Native protocol,0 +Free-range kids,0 +Passing on a sidewalk,0 +Academic job talks,0 +Magic Mountain Talks,0 +Book draft workshop,0 +Playdate orgabizing,0 +Letters of recommendation,0 +Deciding how to get the check at a restaurant,0 +Office hours,0 +Playing catch with a baseball,0 diff --git a/analysis/data/readings/manual_20260320/analysis/data/dbscan_outliers.csv b/analysis/data/readings/manual_20260320/analysis/data/dbscan_outliers.csv new file mode 100644 index 0000000..81338b0 --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/dbscan_outliers.csv @@ -0,0 +1,3 @@ +Descriptor +Bedtime routine with kids +"" diff --git a/analysis/data/readings/manual_20260320/analysis/data/feature_importances.csv b/analysis/data/readings/manual_20260320/analysis/data/feature_importances.csv new file mode 100644 index 0000000..04f2e47 --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/feature_importances.csv @@ -0,0 +1,9 @@ +Dimension,Importance +Entanglement_obligatory_vs_voluntary,0.254894612034441 +Entanglement_self-enforcing_vs_enforced,0.21575828870333197 +Design_institutional_vs_vernacular,0.17644208603428538 +Design_static_vs_malleable,0.11295389802456017 +Experience_predictable_vs_emergent,0.11053677548216935 +Entanglement_sovereign_vs_subsidiary,0.049324490590274904 +Design_precise_vs_interpretive,0.04580418818031551 +Entanglement_flocking_vs_swarming,0.03428566095062174 diff --git a/analysis/data/readings/manual_20260320/analysis/data/hierarchical_clusters.csv b/analysis/data/readings/manual_20260320/analysis/data/hierarchical_clusters.csv new file mode 100644 index 0000000..aef5cdb --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/hierarchical_clusters.csv @@ -0,0 +1,28 @@ +Descriptor,cluster +Street crossing in Buenos Aires,2 +qPCR,3 +High wind preemptive blackouts,5 +Bedtime routine with kids,3 +Podcasting (as a social practice),1 +,5 +Handshake ,4 +Andrew Huberman Sleep,2 +EthBoulder,1 +Network Assembly Protocol,5 +WeChat payment for food,3 +Dating Apps,1 +On Protocols: Creating Habitat,4 +We* Are Agentic,2 +The gift,3 +Claude Agent SDK ,2 +Native protocol,2 +Free-range kids,1 +Passing on a sidewalk,2 +Academic job talks,3 +Magic Mountain Talks,2 +Book draft workshop,2 +Playdate orgabizing,1 +Letters of recommendation,3 +Deciding how to get the check at a restaurant,1 +Office hours,2 +Playing catch with a baseball,1 diff --git a/analysis/data/readings/manual_20260320/analysis/data/kmeans_clusters.csv b/analysis/data/readings/manual_20260320/analysis/data/kmeans_clusters.csv new file mode 100644 index 0000000..b485df5 --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/kmeans_clusters.csv @@ -0,0 +1,28 @@ +Descriptor,cluster +Street crossing in Buenos Aires,2 +qPCR,1 +High wind preemptive blackouts,1 +Bedtime routine with kids,1 +Podcasting (as a social practice),2 +,1 +Handshake ,2 +Andrew Huberman Sleep,2 +EthBoulder,2 +Network Assembly Protocol,1 +WeChat payment for food,2 +Dating Apps,2 +On Protocols: Creating Habitat,2 +We* Are Agentic,2 +The gift,1 +Claude Agent SDK ,2 +Native protocol,2 +Free-range kids,2 +Passing on a sidewalk,2 +Academic job talks,1 +Magic Mountain Talks,2 +Book draft workshop,2 +Playdate orgabizing,2 +Letters of recommendation,1 +Deciding how to get the check at a restaurant,2 +Office hours,2 +Playing catch with a baseball,2 diff --git a/analysis/data/readings/manual_20260320/analysis/data/lda_coefficients.csv b/analysis/data/readings/manual_20260320/analysis/data/lda_coefficients.csv new file mode 100644 index 0000000..e95c6e6 --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/lda_coefficients.csv @@ -0,0 +1,10 @@ +Dimension,LDA_Coefficient,Abs_Coefficient +Entanglement_obligatory_vs_voluntary,6.104818640682529,6.104818640682529 +Entanglement_self-enforcing_vs_enforced,-4.427674472786891,4.427674472786891 +Design_precise_vs_interpretive,3.187559601619789,3.187559601619789 +Design_static_vs_malleable,2.6197343878913397,2.6197343878913397 +Entanglement_sovereign_vs_subsidiary,2.599389732008001,2.599389732008001 +Design_institutional_vs_vernacular,2.5800096946951543,2.5800096946951543 +Entanglement_flocking_vs_swarming,-1.558464477776738,1.558464477776738 +Experience_exclusion_vs_inclusion,1.3761139088891503,1.3761139088891503 +Experience_predictable_vs_emergent,1.3660485464046546,1.3660485464046546 diff --git a/analysis/data/readings/manual_20260320/analysis/data/lda_projection.csv b/analysis/data/readings/manual_20260320/analysis/data/lda_projection.csv new file mode 100644 index 0000000..60840ab --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/lda_projection.csv @@ -0,0 +1,28 @@ +Descriptor,LD1,Cluster +Street crossing in Buenos Aires,1.5830705307915645,2 +qPCR,-2.3916230807080425,1 +High wind preemptive blackouts,-3.5738925536462087,1 +Bedtime routine with kids,-4.34943827150967,1 +Podcasting (as a social practice),2.9132752292704165,2 +,-3.2287167027835224,1 +Handshake ,-0.91778141232402,2 +Andrew Huberman Sleep,1.3720069516699256,2 +EthBoulder,2.6903519041174038,2 +Network Assembly Protocol,-2.993306507536437,1 +WeChat payment for food,0.7712707033639972,2 +Dating Apps,1.0398359762191327,2 +On Protocols: Creating Habitat,1.594977502513451,2 +We* Are Agentic,0.6246643894515854,2 +The gift,-5.613540584473627,1 +Claude Agent SDK ,0.3531701790467024,2 +Native protocol,0.5149180331358285,2 +Free-range kids,2.188941698688496,2 +Passing on a sidewalk,1.5309045692998287,2 +Academic job talks,-3.3055344107514686,1 +Magic Mountain Talks,1.8551005167508416,2 +Book draft workshop,1.4306890627091928,2 +Playdate orgabizing,1.3562197541340273,2 +Letters of recommendation,-2.4959665218573637,1 +Deciding how to get the check at a restaurant,2.751917936884865,2 +Office hours,2.888475689332209,2 +Playing catch with a baseball,1.4100094182108855,2 diff --git a/analysis/data/readings/manual_20260320/analysis/data/pca_coordinates.csv b/analysis/data/readings/manual_20260320/analysis/data/pca_coordinates.csv new file mode 100644 index 0000000..dec1453 --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/pca_coordinates.csv @@ -0,0 +1,28 @@ +Descriptor,PC1,PC2,PC3,PC4,PC5 +,0.5081882119685507,0.2971024109462167,0.8223363322321439,-0.688713723038497,0.4994642104794254 +Street crossing in Buenos Aires,0.43857464707897387,0.22493673479381965,-1.5500623038443546,1.099533682614595,0.11176842272837058 +qPCR,3.3280031452205217,-1.4159013269658096,1.381044806858761,-0.24916862014792993,-0.3006771261087882 +High wind preemptive blackouts,3.345437196422008,1.755668732294854,-0.5434736138424321,0.9977744881234445,-0.045504593892214514 +Bedtime routine with kids,-2.113284175757168,-0.7438468828750903,0.34358979478985835,0.042894604618584714,-0.09661100773593338 +,1.6684928219466548,-2.925031499397659,1.2149590161195751,1.8583004922101665,0.3935728011625392 +,0.1697065248801878,-2.8845964745345136,-0.2520142437386387,-1.7266691163674939,-0.192579536041701 +Podcasting (as a social practice),0.6301278740259728,2.9004508039417787,1.506943207703196,-0.2134832905690586,-1.270415875142983 +,-2.5333436609034448,-0.23014641343346393,0.45755028487069754,0.2234512945951419,-0.7182650103638435 +Handshake ,1.926011439155331,0.22971403327999626,0.2425628294178404,-0.6366117258455155,-0.061588052431387784 +Andrew Huberman Sleep,-0.4725559291922061,0.6390105414368428,-1.8477610800926425,-0.7027864432997081,2.2583877202213753 +EthBoulder,-1.2258347815235313,0.3931371891416192,-0.6594652416236664,-0.25601100793840736,-2.152771816138116 +Network Assembly Protocol,-0.9570334821263692,-1.8037612155594873,0.0205345301902144,-1.0960605167080315,-0.03220385184943947 +WeChat payment for food,-0.30860506961859563,-0.7339938397967881,0.5112268223273864,0.6682622684172538,-0.30852994702675596 +Dating Apps,2.4960143033316866,-0.4181699063298779,-1.7943769563809333,1.2794292927161384,-0.4360952696965781 +On Protocols: Creating Habitat,-0.17100018880639825,0.2108840661045254,-0.05905001066537486,0.6037063838513959,0.22752458272747156 +We* Are Agentic,-0.6952035771256612,0.7104795593939374,1.089718954107896,1.827654718031263,0.20906331961802258 +The gift,-2.7852520797956495,-0.2016712358040527,-0.6206806586931916,0.6739566805269906,0.5292790397490437 +Claude Agent SDK ,-1.3400528339919038,0.6686848601799962,-0.2366275460406549,0.226626699488372,0.20280777532151678 +,1.4405988154132305,0.8125779015692758,-2.38769607341456,-0.4233338356196969,0.022200557406811417 +Native protocol,0.5352316868943041,2.4169278956977718,1.4554647379653443,-1.097370472494492,0.9648185077920054 +Free-range kids,0.2093851629499854,0.44236842770036006,2.397593271877779,-0.7258571894425137,0.5715925887777835 +Passing on a sidewalk,-2.1023836322925074,0.23997996810624364,-0.24055783848244944,1.0958089885549034,0.29135042892252266 +Academic job talks,1.3993794480239108,-0.7918540213694594,-1.3691153478937386,-1.4051428616239625,-0.43880196443803776 +Magic Mountain Talks,-2.627077572218502,-0.08993478412279489,-0.13951944432060934,-0.08758794337165507,-0.19645892460607187 +Book draft workshop,0.1074763980067324,-0.6629858667928419,1.0939398463132046,-0.29820839163981777,0.467533497314894 +Playdate orgabizing,-0.8710006919661164,0.9599703423945997,-0.837064075740649,-0.9903944556414733,-0.498860476749931 diff --git a/analysis/data/readings/manual_20260320/analysis/data/pca_loadings.csv b/analysis/data/readings/manual_20260320/analysis/data/pca_loadings.csv new file mode 100644 index 0000000..8a4a76d --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/pca_loadings.csv @@ -0,0 +1,9 @@ +PC1,PC2,PC3,PC4,PC5 +-0.32745390852736345,-0.36210430818094036,-0.507363998518585,0.1026080175523677,0.22369112711402334 +-0.32768358226767524,0.5304577380028832,0.07576710258453992,0.21015189170819767,0.27156564198937766 +-0.3024493236577137,-0.3975612263316416,0.46806502435965947,0.05928498413886788,-0.40792870387667535 +0.3420542716156984,0.14296993434422195,0.5567731855063881,0.3521536503592922,0.09419658391201094 +0.4221394240406628,-0.45128656511370585,-0.06314038980874659,0.07964923826008329,-0.18928175477315246 +-0.4062053830065643,0.09913862535409002,0.22937081310114052,-0.597447468574366,-0.27965995938767163 +-0.40309712179561086,0.0027927586911567492,-0.0776675155967641,0.6739299829305275,-0.37512869312485475 +-0.26688741723435583,-0.44215822619354617,0.38095925023365085,0.017657111475222143,0.6679646292236432 diff --git a/analysis/data/readings/manual_20260320/analysis/data/top_correlations.csv b/analysis/data/readings/manual_20260320/analysis/data/top_correlations.csv new file mode 100644 index 0000000..200702c --- /dev/null +++ b/analysis/data/readings/manual_20260320/analysis/data/top_correlations.csv @@ -0,0 +1,21 @@ +Dimension1,Dimension2,Correlation +Design_institutional_vs_vernacular,Entanglement_self-enforcing_vs_enforced,-0.7085151801637848 +Design_precise_vs_interpretive,Entanglement_sovereign_vs_subsidiary,-0.6415638337903136 +Design_static_vs_malleable,Experience_predictable_vs_emergent,0.5767763224995508 +Entanglement_self-enforcing_vs_enforced,Entanglement_obligatory_vs_voluntary,-0.5477529075664381 +Design_precise_vs_interpretive,Entanglement_flocking_vs_swarming,0.41442280980679086 +Entanglement_self-enforcing_vs_enforced,Entanglement_flocking_vs_swarming,-0.3960558569111922 +Design_static_vs_malleable,Entanglement_obligatory_vs_voluntary,0.38505357601444185 +Design_institutional_vs_vernacular,Entanglement_flocking_vs_swarming,0.37943269092151793 +Design_static_vs_malleable,Entanglement_flocking_vs_swarming,0.3493656041325956 +Entanglement_sovereign_vs_subsidiary,Entanglement_obligatory_vs_voluntary,-0.32302247713396914 +Design_institutional_vs_vernacular,Entanglement_obligatory_vs_voluntary,0.3182010621936024 +Design_precise_vs_interpretive,Experience_predictable_vs_emergent,0.3063603356998134 +Entanglement_sovereign_vs_subsidiary,Entanglement_self-enforcing_vs_enforced,0.26060569513088677 +Entanglement_sovereign_vs_subsidiary,Entanglement_flocking_vs_swarming,-0.24303539751564743 +Entanglement_obligatory_vs_voluntary,Experience_predictable_vs_emergent,0.23908108342634116 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zkQMg0{m(?1a^uyXU!MB)9-IHT^<>k=-F-UfikVS=1fTu&xc~NValQX9X)^!+TuuAy z%D&(I`fT9eKKOt9tLy*X2J;`!qvQYl?~TO&{Y?HJU$@-iVBj-VHt)bE?bY7z>2qI3 z$FIdR{_E~&*X@5%3V;02rVswQpZv}5iyQP`7ewp6(>l}kYEGxfZ{=r overlap_start else 0 -total_range = max(X_lda.max() - X_lda.min()) -overlap_pct = (overlap_range / total_range) * 100 if overlap_range > 0 else 0 - -print(f"Approximate overlap: {overlap_pct:.1f}% of total range") - -# Save LDA projection data -lda_df = pd.DataFrame({ - 'Descriptor': df_with_clusters['Descriptor'], - 'LD1': X_lda.flatten(), - 'Cluster': y -}) -lda_df.to_csv(data_dir / 'lda_projection.csv', index=False) -print(f"Saved: {data_dir / 'lda_projection.csv'}") - -print("\n=== Most discriminating dimensions ===") -# The LDA coefficients tell us which dimensions contribute most to separation -loadings = pd.DataFrame({ - 'Dimension': dimension_cols, - 'LDA_Coefficient': lda.coef_[0] -}) -loadings['Abs_Coefficient'] = loadings['LDA_Coefficient'].abs() -loadings = loadings.sort_values('Abs_Coefficient', ascending=False) - -print("\nTop 10 dimensions that separate the clusters:") -for _, row in loadings.head(10).iterrows(): - print(f" {row['Dimension']}: {row['LDA_Coefficient']:.3f}") - -loadings.to_csv(data_dir / 'lda_coefficients.csv', index=False) -print(f"\nSaved: {data_dir / 'lda_coefficients.csv'}") diff --git a/analysis/review_analysis.py b/analysis/review_analysis.py deleted file mode 100644 index 5a3a72d..0000000 --- a/analysis/review_analysis.py +++ /dev/null @@ -1,191 +0,0 @@ -#!/usr/bin/env python3 -""" -Comprehensive review of the analysis for errors and inconsistencies. -""" - -import pandas as pd -import numpy as np -from pathlib import Path - -print("=" * 80) -print("ANALYSIS REVIEW - ERROR CHECKING") -print("=" * 80) - -# Load data -df = pd.read_csv('diagnostic_output.csv') -clusters = pd.read_csv('analysis_results/data/kmeans_clusters.csv') -pca_coords = pd.read_csv('analysis_results/data/pca_coordinates.csv') - -# Identify dimension columns -design_cols = [c for c in df.columns if c.startswith('Design_')] -entanglement_cols = [c for c in df.columns if c.startswith('Entanglement_')] -experience_cols = [c for c in df.columns if c.startswith('Experience_')] -dimension_cols = design_cols + entanglement_cols + experience_cols - -errors_found = [] -warnings_found = [] - -print("\n1. DATA COMPLETENESS CHECK") -print("-" * 80) - -# Check 1: Missing values -missing_count = df[dimension_cols].isna().sum().sum() -rows_with_missing = df[dimension_cols].isna().any(axis=1).sum() - -print(f"✓ Total protocols in source data: {len(df)}") -print(f"✓ Protocols with complete data: {len(df) - rows_with_missing}") -print(f"✓ Protocols with missing values: {rows_with_missing}") -print(f"✓ Protocols in cluster analysis: {len(clusters)}") - -if rows_with_missing > 0: - warnings_found.append(f"{rows_with_missing} protocols excluded due to missing values") - missing_protocols = df[df[dimension_cols].isna().any(axis=1)]['Descriptor'].tolist() - print(f"\n Excluded protocols: {', '.join(missing_protocols)}") - -# Check 2: Descriptor consistency -merged = df.merge(clusters, on='Descriptor', how='inner') -if len(merged) != len(clusters): - errors_found.append(f"Descriptor mismatch: {len(merged)} matched vs {len(clusters)} expected") -else: - print(f"✓ All cluster descriptors match source data") - -print("\n2. DATA QUALITY CHECK") -print("-" * 80) - -# Check 3: Value ranges (should be 1-9 for dimensions) -for col in dimension_cols: - values = df[col].dropna() - if values.min() < 1 or values.max() > 9: - errors_found.append(f"Column {col} has out-of-range values: [{values.min()}, {values.max()}]") - -print(f"✓ All dimension values within expected range [1, 9]") - -# Check 4: Variance check - dimensions with very low variance -df_clean = df.dropna(subset=dimension_cols) -variances = df_clean[dimension_cols].var() -low_var_dims = variances[variances < 1.0] -if len(low_var_dims) > 0: - warnings_found.append(f"{len(low_var_dims)} dimensions have very low variance (< 1.0)") - print(f"\n Low variance dimensions:") - for dim, var in low_var_dims.items(): - print(f" - {dim}: {var:.3f}") -else: - print(f"✓ All dimensions have reasonable variance") - -print("\n3. CLUSTERING VALIDATION") -print("-" * 80) - -# Check 5: Cluster balance -cluster_sizes = clusters['cluster'].value_counts().sort_index() -print(f"✓ Cluster 1: {cluster_sizes[1]} protocols ({cluster_sizes[1]/len(clusters)*100:.1f}%)") -print(f"✓ Cluster 2: {cluster_sizes[2]} protocols ({cluster_sizes[2]/len(clusters)*100:.1f}%)") - -imbalance_ratio = max(cluster_sizes) / min(cluster_sizes) -if imbalance_ratio > 2.0: - warnings_found.append(f"Cluster imbalance ratio is {imbalance_ratio:.2f} (ideally < 2.0)") - -# Check 6: PCA coordinates consistency -if len(pca_coords) != len(clusters): - errors_found.append(f"PCA coordinates count ({len(pca_coords)}) != cluster count ({len(clusters)})") -else: - print(f"✓ PCA coordinates match cluster count") - -# Check 7: Verify PCA loadings sum -pca_loadings = pd.read_csv('analysis_results/data/pca_loadings.csv', index_col=0) -if pca_loadings.shape[0] != 23: - errors_found.append(f"PCA loadings have {pca_loadings.shape[0]} rows, expected 23") -else: - print(f"✓ PCA loadings have correct dimensions") - -print("\n4. STATISTICAL VALIDITY") -print("-" * 80) - -# Check 8: Correlation matrix -corr_matrix = pd.read_csv('analysis_results/data/correlation_matrix.csv', index_col=0) - -# Check for perfect correlations (excluding diagonal) -np.fill_diagonal(corr_matrix.values, 0) -perfect_corrs = np.where(np.abs(corr_matrix.values) > 0.99) -if len(perfect_corrs[0]) > 0: - warnings_found.append(f"Found {len(perfect_corrs[0])} near-perfect correlations between dimensions") -else: - print(f"✓ No perfect correlations found (multicollinearity check)") - -# Check 9: Correlation matrix symmetry -try: - if corr_matrix.shape[0] == corr_matrix.shape[1]: - if not np.allclose(corr_matrix.values, corr_matrix.values.T, equal_nan=True): - errors_found.append("Correlation matrix is not symmetric") - else: - print(f"✓ Correlation matrix is symmetric") - else: - errors_found.append(f"Correlation matrix is not square: {corr_matrix.shape}") -except Exception as e: - warnings_found.append(f"Could not verify correlation matrix symmetry: {e}") - -print("\n5. AVERAGE VALUES CHECK") -print("-" * 80) - -# Check 10: Verify average calculation -df_clean = df.dropna(subset=dimension_cols) -calculated_averages = df_clean[dimension_cols].mean(axis=1) -print(f"✓ Average values range: [{calculated_averages.min():.2f}, {calculated_averages.max():.2f}]") -print(f"✓ Mean of averages: {calculated_averages.mean():.2f}") -print(f"✓ Std of averages: {calculated_averages.std():.2f}") - -# Check for suspiciously uniform distribution -from scipy import stats -# Test for uniformity using chi-square test -bins = np.arange(int(calculated_averages.min()), int(calculated_averages.max()) + 1, 0.5) -observed_counts, _ = np.histogram(calculated_averages, bins=bins) -expected_count = len(calculated_averages) / len(bins[:-1]) -chi2_stat = np.sum((observed_counts - expected_count)**2 / expected_count) -p_value = 1 - stats.chi2.cdf(chi2_stat, len(bins) - 2) - -print(f"✓ Distribution uniformity test p-value: {p_value:.4f}") -if p_value < 0.05: - print(f" (Distribution is significantly non-uniform, as expected for real data)") -else: - warnings_found.append("Average values may be too uniformly distributed (p > 0.05)") - -print("\n6. CLUSTER SEPARATION CHECK") -print("-" * 80) - -# Check 11: Verify cluster separation is meaningful -merged = df_clean.merge(clusters, on='Descriptor') -cluster1_means = merged[merged['cluster'] == 1][dimension_cols].mean() -cluster2_means = merged[merged['cluster'] == 2][dimension_cols].mean() - -differences = (cluster1_means - cluster2_means).abs() -significant_diffs = differences[differences > 0.5] -print(f"✓ Dimensions with meaningful difference (>0.5) between clusters: {len(significant_diffs)}/23") - -if len(significant_diffs) < 5: - warnings_found.append(f"Only {len(significant_diffs)} dimensions show meaningful separation between clusters") - -# Show top differentiating dimensions -print(f"\n Top 5 differentiating dimensions:") -for dim in differences.nlargest(5).index: - print(f" - {dim}: {differences[dim]:.3f}") - -print("\n" + "=" * 80) -print("SUMMARY") -print("=" * 80) - -if len(errors_found) == 0: - print("✓ No critical errors found!") -else: - print(f"✗ {len(errors_found)} 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zl+aIZgXBiGh47!qElh5&lUpBd5`9EbhmH#W6R(6Ni$B5biOFCvd}D4ln4gYQhNj<8 z4Zo$ve@jjOhI0ItYW>CvN6+20pLQ4Ohcfj;h5E5f{aB&?V5a`ygOBs|v$tvyFSqoj z`(}&gv9$M6(Y!A`cD88lPY=#xWg3mQT!_t&9ezeR4MX3tF_WR=8;ab&4b@B|&> literal 0 HcmV?d00001 diff --git a/analysis/bicorder_analyze.py b/analysis/scripts/bicorder_analyze.py similarity index 100% rename from analysis/bicorder_analyze.py rename to analysis/scripts/bicorder_analyze.py diff --git a/analysis/bicorder_batch.py b/analysis/scripts/bicorder_batch.py similarity index 87% rename from analysis/bicorder_batch.py rename to analysis/scripts/bicorder_batch.py index d14ca14..598e28a 100644 --- a/analysis/bicorder_batch.py +++ b/analysis/scripts/bicorder_batch.py @@ -26,7 +26,7 @@ def count_csv_rows(csv_path): def run_bicorder_analyze(input_csv, output_csv, bicorder_path, analyst=None, standpoint=None): """Run bicorder_analyze.py to create output CSV.""" - cmd = ['python3', 'bicorder_analyze.py', input_csv, '-o', output_csv, '-b', bicorder_path] + cmd = ['python3', str(Path(__file__).parent / 'bicorder_analyze.py'), input_csv, '-o', output_csv, '-b', bicorder_path] if analyst: cmd.extend(['-a', analyst]) @@ -46,7 +46,7 @@ def run_bicorder_analyze(input_csv, output_csv, bicorder_path, analyst=None, sta def query_gradients(output_csv, row_num, bicorder_path, model=None): """Query all gradients for a protocol row.""" - cmd = ['python3', 'bicorder_query.py', output_csv, str(row_num), + cmd = ['python3', str(Path(__file__).parent / 'bicorder_query.py'), output_csv, str(row_num), '-b', bicorder_path] if model: @@ -86,16 +86,16 @@ def main(): epilog=""" Example usage: # Process all protocols - python3 bicorder_batch.py protocols_edited.csv -o analysis_output.csv + python3 bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o data/readings/synthetic_20251116/readings.csv # Process specific rows - python3 bicorder_batch.py protocols_edited.csv -o analysis_output.csv --start 1 --end 5 + python3 bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o data/readings/synthetic_20251116/readings.csv --start 1 --end 5 # With specific model - python3 bicorder_batch.py protocols_edited.csv -o analysis_output.csv -m mistral + python3 bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o data/readings/synthetic_20251116/readings.csv -m mistral # With metadata - python3 bicorder_batch.py protocols_edited.csv -o analysis_output.csv -a "Your Name" -s "Your standpoint" + python3 bicorder_batch.py data/readings/synthetic_20251116/protocols_edited.csv -o data/readings/synthetic_20251116/readings.csv -a "Your Name" -s "Your standpoint" """ ) diff --git a/analysis/bicorder_classifier.py b/analysis/scripts/bicorder_classifier.py similarity index 97% rename from analysis/bicorder_classifier.py rename to analysis/scripts/bicorder_classifier.py index 0368081..38d08ac 100644 --- a/analysis/bicorder_classifier.py +++ b/analysis/scripts/bicorder_classifier.py @@ -31,7 +31,7 @@ import json from pathlib import Path # Path to bicorder.json (relative to this script) -_BICORDER_JSON = Path(__file__).parent.parent / 'bicorder.json' +_BICORDER_JSON = Path(__file__).parent.parent.parent / 'bicorder.json' # Historical column renames: maps old CSV column names → current bicorder.json names. # Add an entry here whenever gradient terms are renamed in bicorder.json. @@ -70,8 +70,12 @@ class BicorderClassifier: 2: "Institutional/Bureaucratic" } - def __init__(self, model_path='analysis_results/data'): + def __init__(self, diagnostic_csv='data/readings/synthetic_20251116/readings.csv', + model_path=None): """Initialize classifier with pre-computed model data.""" + if model_path is None: + model_path = str(Path(diagnostic_csv).parent / 'analysis' / 'data') + self._diagnostic_csv = diagnostic_csv self.model_path = Path(model_path) self.scaler = StandardScaler() self.lda = None @@ -86,7 +90,7 @@ class BicorderClassifier: def _load_model(self): """Load and fit the classification model from analysis results.""" # Load the original data and cluster assignments - df = pd.read_csv('diagnostic_output.csv') + df = pd.read_csv(self._diagnostic_csv) clusters = pd.read_csv(self.model_path / 'kmeans_clusters.csv') # Rename old column names to match current bicorder.json diff --git a/analysis/bicorder_init.py b/analysis/scripts/bicorder_init.py similarity index 100% rename from analysis/bicorder_init.py rename to analysis/scripts/bicorder_init.py diff --git a/analysis/bicorder_query.py b/analysis/scripts/bicorder_query.py similarity index 100% rename from analysis/bicorder_query.py rename to analysis/scripts/bicorder_query.py diff --git a/analysis/chunk.sh b/analysis/scripts/chunk.sh similarity index 100% rename from analysis/chunk.sh rename to analysis/scripts/chunk.sh diff --git a/analysis/scripts/classify_readings.py b/analysis/scripts/classify_readings.py new file mode 100644 index 0000000..daa477a --- /dev/null +++ b/analysis/scripts/classify_readings.py @@ -0,0 +1,102 @@ +#!/usr/bin/env python3 +""" +Apply the BicorderClassifier to all readings in a CSV and save results. + +Uses the synthetic-trained LDA model by default. Missing dimensions are +filled with the neutral value (5), so shortform readings can still be +classified — though with lower confidence. + +Usage: + python3 scripts/classify_readings.py data/readings/manual_20260320/readings.csv + python3 scripts/classify_readings.py data/readings/manual_20260320/readings.csv \\ + --training data/readings/synthetic_20251116/readings.csv \\ + --output data/readings/manual_20260320/analysis/classifications.csv +""" + +import argparse +import csv +from pathlib import Path + +import pandas as pd + +from bicorder_classifier import BicorderClassifier + + +def main(): + parser = argparse.ArgumentParser( + description='Classify all readings in a CSV using the BicorderClassifier' + ) + parser.add_argument('input_csv', help='Readings CSV to classify') + parser.add_argument( + '--training', + default='data/readings/synthetic_20251116/readings.csv', + help='Training CSV for classifier (default: synthetic_20251116)' + ) + parser.add_argument( + '--output', default=None, + help='Output CSV path (default: /analysis/classifications.csv)' + ) + args = parser.parse_args() + + input_path = Path(args.input_csv) + output_path = ( + Path(args.output) if args.output + else input_path.parent / 'analysis' / 'classifications.csv' + ) + output_path.parent.mkdir(parents=True, exist_ok=True) + + print(f"Loading classifier (training: {args.training})...") + classifier = BicorderClassifier(diagnostic_csv=args.training) + + df = pd.read_csv(input_path) + print(f"Classifying {len(df)} readings from {input_path}...") + + rows = [] + for _, record in df.iterrows(): + # Build ratings dict from dimension columns only + ratings = { + col: float(record[col]) + for col in classifier.DIMENSIONS + if col in record and pd.notna(record[col]) + } + + result = classifier.predict(ratings, return_details=True) + + rows.append({ + 'Descriptor': record.get('Descriptor', ''), + 'analyst': record.get('analyst', ''), + 'standpoint': record.get('standpoint', ''), + 'shortform': record.get('shortform', ''), + 'cluster': result['cluster'], + 'cluster_name': result['cluster_name'], + 'confidence': round(result['confidence'], 3), + 'lda_score': round(result['lda_score'], 3), + 'distance_to_boundary': round(result['distance_to_boundary'], 3), + 'completeness': round(result['completeness'], 3), + 'dimensions_provided': result['dimensions_provided'], + 'key_dims_provided': result['key_dimensions_provided'], + 'recommended_form': result['recommended_form'], + }) + + out_df = pd.DataFrame(rows) + out_df.to_csv(output_path, index=False) + print(f"Classifications saved → {output_path}") + + # Summary + counts = out_df['cluster_name'].value_counts() + print(f"\nCluster summary:") + for name, count in counts.items(): + pct = count / len(out_df) * 100 + print(f" {name}: {count} ({pct:.0f}%)") + + low_conf = (out_df['confidence'] < 0.4).sum() + if low_conf: + print(f"\n {low_conf} readings with low confidence (<0.4) — may be boundary cases") + + shortform_count = out_df[out_df['shortform'].astype(str) == 'True'].shape[0] + if shortform_count: + print(f"\n {shortform_count} shortform readings classified (missing dims filled with neutral 5)") + + +if __name__ == '__main__': + main() diff --git a/analysis/compare_analyses.py b/analysis/scripts/compare_analyses.py similarity index 96% rename from analysis/compare_analyses.py rename to analysis/scripts/compare_analyses.py index 30d80fd..00c6ea3 100644 --- a/analysis/compare_analyses.py +++ b/analysis/scripts/compare_analyses.py @@ -157,11 +157,11 @@ def compare_analyses(reference_file, comparison_files): if __name__ == "__main__": # Define file paths - reference_file = "analysis_output_manual.csv" + reference_file = "data/readings/synthetic_20251116/readings_manual.csv" comparison_files = [ - "analysis_output_gemma3-12b.csv", - "analysis_output_gpt-oss.csv", - "analysis_output_mistral.csv" + "data/readings/synthetic_20251116/readings_gemma3-12b.csv", + "data/readings/synthetic_20251116/readings_gpt-oss.csv", + "data/readings/synthetic_20251116/readings_mistral.csv" ] # Check if files exist diff --git a/analysis/convert_csv_to_json.py b/analysis/scripts/convert_csv_to_json.py similarity index 85% rename from analysis/convert_csv_to_json.py rename to analysis/scripts/convert_csv_to_json.py index 9340ba4..d40522b 100644 --- a/analysis/convert_csv_to_json.py +++ b/analysis/scripts/convert_csv_to_json.py @@ -8,6 +8,7 @@ import csv import json import os from datetime import datetime +from pathlib import Path from typing import Dict, List, Any, Optional import statistics @@ -130,10 +131,26 @@ def create_json_from_row(row: Dict[str, str], template: Dict[str, Any]) -> Dict[ def main(): """Main conversion process.""" - # Paths - csv_path = "diagnostic_output.csv" - spec_path = "../bicorder.json" - output_dir = "synthetic_readings" + import argparse + parser = argparse.ArgumentParser( + description='Convert diagnostic readings CSV to individual JSON files', + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +Example usage: + python3 scripts/convert_csv_to_json.py data/readings/synthetic_20251116/readings.csv + python3 scripts/convert_csv_to_json.py data/readings/manual_20260101/readings.csv --output-dir data/readings/manual_20260101/json + """ + ) + parser.add_argument('input_csv', help='Diagnostic readings CSV (e.g. data/readings/synthetic_20251116/readings.csv)') + parser.add_argument('--output-dir', default=None, + help='Output directory for JSON files (default: /json)') + parser.add_argument('--bicorder', default='../bicorder.json', + help='Path to bicorder.json (default: ../bicorder.json)') + args = parser.parse_args() + + csv_path = args.input_csv + spec_path = args.bicorder + output_dir = args.output_dir if args.output_dir else str(Path(args.input_csv).parent / 'json') # Create output directory os.makedirs(output_dir, exist_ok=True) diff --git a/analysis/scripts/export_model_for_js.py b/analysis/scripts/export_model_for_js.py new file mode 100644 index 0000000..ee7784f --- /dev/null +++ b/analysis/scripts/export_model_for_js.py @@ -0,0 +1,172 @@ +#!/usr/bin/env python3 +""" +Export the cluster classification model to JSON for use in JavaScript. + +Reads dimension names directly from bicorder.json so the model always +stays in sync with the current bicorder structure. + +When gradients are renamed in bicorder.json, add the old→new mapping to +COLUMN_RENAMES so the training CSV columns are correctly aligned. + +Usage: + python3 scripts/export_model_for_js.py data/readings/synthetic_20251116/readings.csv + python3 scripts/export_model_for_js.py data/readings/manual_20260101/readings.csv --output bicorder_model.json +""" + +import argparse +import json +from pathlib import Path + +import pandas as pd +import numpy as np +from sklearn.preprocessing import StandardScaler +from sklearn.discriminant_analysis import LinearDiscriminantAnalysis + +# Path to bicorder.json (relative to this script) +BICORDER_JSON = Path(__file__).parent.parent.parent / 'bicorder.json' + +# Historical column renames: maps old CSV column names → current bicorder.json names. +# Add an entry here whenever gradient terms are renamed in bicorder.json. +COLUMN_RENAMES = { + 'Design_elite_vs_vernacular': 'Design_institutional_vs_vernacular', + 'Entanglement_exclusive_vs_non-exclusive': 'Entanglement_monopolistic_vs_pluralistic', + 'Experience_sufficient_vs_insufficient': 'Experience_sufficient_vs_limited', + 'Experience_Kafka_vs_Whitehead': 'Experience_restraining_vs_liberating', +} + + +def load_bicorder_dimensions(bicorder_path): + """Read DIMENSIONS and KEY_DIMENSIONS from bicorder.json.""" + with open(bicorder_path) as f: + data = json.load(f) + + dimensions = [] + key_dimensions = [] + + for category in data['diagnostic']: + set_name = category['set_name'] + for gradient in category['gradients']: + dim_name = f"{set_name}_{gradient['term_left']}_vs_{gradient['term_right']}" + dimensions.append(dim_name) + if gradient.get('shortform', False): + key_dimensions.append(dim_name) + + return dimensions, key_dimensions, data['version'] + + +def main(): + parser = argparse.ArgumentParser( + description='Export cluster classification model to JSON for JavaScript', + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +Example usage: + python3 scripts/export_model_for_js.py data/readings/synthetic_20251116/readings.csv + python3 scripts/export_model_for_js.py data/readings/manual_20260101/readings.csv --output bicorder_model.json + """ + ) + parser.add_argument('input_csv', help='Diagnostic readings CSV (e.g. data/readings/synthetic_20251116/readings.csv)') + parser.add_argument('--output', default='bicorder_model.json', + help='Output model JSON path (default: bicorder_model.json)') + args = parser.parse_args() + + dataset_dir = Path(args.input_csv).parent + analysis_dir = dataset_dir / 'analysis' + + # Derive dimensions and version from bicorder.json + DIMENSIONS, KEY_DIMENSIONS, BICORDER_VERSION = load_bicorder_dimensions(BICORDER_JSON) + + print(f"Loaded bicorder.json v{BICORDER_VERSION}") + print(f"Dimensions: {len(DIMENSIONS)}, key dimensions: {len(KEY_DIMENSIONS)}") + + # Load data + df = pd.read_csv(args.input_csv) + clusters = pd.read_csv(analysis_dir / 'data' / 'kmeans_clusters.csv') + + # Rename old column names to match current bicorder.json + df = df.rename(columns=COLUMN_RENAMES) + + # Remove duplicates + df = df.drop_duplicates(subset='Descriptor', keep='first') + + # Merge and clean + merged = df.merge(clusters, on='Descriptor') + merged_clean = merged.dropna(subset=DIMENSIONS) + + print(f"Training on {len(merged_clean)} protocols") + + # Prepare training data + X = merged_clean[DIMENSIONS].values + y = merged_clean['cluster'].values + + # Fit scaler + scaler = StandardScaler() + X_scaled = scaler.fit_transform(X) + + # Fit LDA + lda = LinearDiscriminantAnalysis(n_components=1) + lda.fit(X_scaled, y) + + # Calculate cluster centroids in scaled space + cluster_centroids = {} + for cluster_id in [1, 2]: + cluster_data = X_scaled[y == cluster_id] + cluster_centroids[cluster_id] = cluster_data.mean(axis=0).tolist() + + # Calculate cluster means in original space (for reference) + cluster_means_original = {} + for cluster_id in [1, 2]: + cluster_data_original = X[y == cluster_id] + cluster_means_original[cluster_id] = cluster_data_original.mean(axis=0).tolist() + + # Build model export + model = { + 'version': '1.0', + 'bicorder_version': BICORDER_VERSION, + 'generated': pd.Timestamp.now().isoformat(), + 'dimensions': DIMENSIONS, + 'key_dimensions': KEY_DIMENSIONS, + 'cluster_names': { + '1': 'Relational/Cultural', + '2': 'Institutional/Bureaucratic' + }, + 'cluster_descriptions': { + '1': 'Community-based, emergent, voluntary, cultural protocols', + '2': 'Formal, institutional, top-down, bureaucratic protocols' + }, + 'scaler': { + 'mean': scaler.mean_.tolist(), + 'scale': scaler.scale_.tolist() + }, + 'lda': { + 'coefficients': lda.coef_[0].tolist(), + 'intercept': lda.intercept_[0] + }, + 'cluster_centroids_scaled': cluster_centroids, + 'cluster_means_original': cluster_means_original, + 'thresholds': { + 'confidence_low': 0.6, + 'completeness_low': 0.5, + 'boundary_distance_low': 0.5 + }, + 'metadata': { + 'total_protocols': len(merged_clean), + 'cluster_1_count': int((y == 1).sum()), + 'cluster_2_count': int((y == 2).sum()), + } + } + + # Save to JSON + with open(args.output, 'w') as f: + json.dump(model, f, indent=2) + + print(f"\nModel exported to {args.output}") + print(f"Bicorder version: {BICORDER_VERSION}") + print(f"Total dimensions: {len(DIMENSIONS)}") + print(f"Key dimensions (short form):") + for dim in KEY_DIMENSIONS: + print(f" - {dim}") + print(f"Model size: {len(json.dumps(model))} bytes") + + +if __name__ == '__main__': + main() diff --git a/analysis/scripts/json_to_csv.py b/analysis/scripts/json_to_csv.py new file mode 100644 index 0000000..c4a7dcc --- /dev/null +++ b/analysis/scripts/json_to_csv.py @@ -0,0 +1,164 @@ +#!/usr/bin/env python3 +""" +Convert a directory of individual bicorder JSON reading files into a diagnostic CSV. + +This is the reverse of convert_csv_to_json.py. Each JSON file becomes one row. +Handles readings across bicorder versions by matching on term_left/term_right pairs +rather than column names. + +Null gradient values (e.g., shortform readings that skip non-key dimensions) are +written as empty cells so downstream analysis can treat them as NaN. + +Usage: + python3 scripts/json_to_csv.py data/readings/manual_20260320/json/ + python3 scripts/json_to_csv.py data/readings/manual_20260320/json/ -o data/readings/manual_20260320/readings.csv + python3 scripts/json_to_csv.py data/readings/manual_20260320/json/ --shortform-only +""" + +import argparse +import csv +import json +from pathlib import Path + + +# Map old term pairs to current column names (matches COLUMN_RENAMES in other scripts). +# Keys are (term_left, term_right) as found in older JSON files. +TERM_RENAMES = { + ('elite', 'vernacular'): ('institutional', 'vernacular'), + ('exclusive', 'non-exclusive'): ('monopolistic', 'pluralistic'), + ('insufficient', 'sufficient'): ('sufficient', 'limited'), # note: order swapped in old versions + ('Kafka', 'Whitehead'): ('restraining', 'liberating'), +} + + +def load_bicorder_columns(bicorder_path): + """Read ordered column definitions from bicorder.json.""" + with open(bicorder_path) as f: + data = json.load(f) + columns = [] + key_columns = set() + for category in data['diagnostic']: + set_name = category['set_name'] + for gradient in category['gradients']: + col = f"{set_name}_{gradient['term_left']}_vs_{gradient['term_right']}" + columns.append(col) + if gradient.get('shortform', False): + key_columns.add(col) + return columns, key_columns + + +def normalize_terms(term_left, term_right): + """Apply renames to match current bicorder.json terminology.""" + pair = (term_left, term_right) + if pair in TERM_RENAMES: + return TERM_RENAMES[pair] + # Also check reversed pair (some old files had swapped left/right) + reversed_pair = (term_right, term_left) + if reversed_pair in TERM_RENAMES: + new_left, new_right = TERM_RENAMES[reversed_pair] + return new_right, new_left # swap back + return term_left, term_right + + +def json_to_row(json_path, all_columns): + """Convert a single JSON reading file to a CSV row dict.""" + with open(json_path) as f: + data = json.load(f) + + meta = data.get('metadata', {}) + row = { + 'Descriptor': meta.get('protocol', ''), + 'Description': '', # not stored in individual reading files + 'analyst': meta.get('analyst', ''), + 'standpoint': meta.get('standpoint', ''), + 'timestamp': meta.get('timestamp', ''), + 'shortform': str(meta.get('shortform', '')), + 'version': data.get('version', ''), + } + + # Build lookup: (normalized_term_left, normalized_term_right) -> value + gradient_values = {} + for category in data.get('diagnostic', []): + set_name = category['set_name'] + for gradient in category.get('gradients', []): + tl = gradient['term_left'] + tr = gradient['term_right'] + tl_norm, tr_norm = normalize_terms(tl, tr) + col = f"{set_name}_{tl_norm}_vs_{tr_norm}" + value = gradient.get('value') + gradient_values[col] = '' if value is None else str(value) + + for col in all_columns: + row[col] = gradient_values.get(col, '') + + return row + + +def main(): + parser = argparse.ArgumentParser( + description='Convert directory of bicorder JSON files to a diagnostic CSV', + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +Example usage: + python3 scripts/json_to_csv.py data/readings/manual_20260320/json/ + python3 scripts/json_to_csv.py data/readings/manual_20260320/json/ --shortform-only + python3 scripts/json_to_csv.py data/readings/manual_20260320/json/ -o data/readings/manual_20260320/readings.csv + """ + ) + parser.add_argument('json_dir', help='Directory containing bicorder JSON reading files') + parser.add_argument('-o', '--output', default=None, + help='Output CSV path (default: /readings.csv)') + parser.add_argument('-b', '--bicorder', default='../bicorder.json', + help='Path to bicorder.json (default: ../bicorder.json)') + parser.add_argument('--shortform-only', action='store_true', + help='Include only the key shortform dimensions (useful when most readings are shortform)') + args = parser.parse_args() + + json_dir = Path(args.json_dir) + dataset_dir = json_dir.parent + output_path = Path(args.output) if args.output else dataset_dir / 'readings.csv' + + all_columns, key_columns = load_bicorder_columns(args.bicorder) + + if args.shortform_only: + columns = [c for c in all_columns if c in key_columns] + print(f"Shortform mode: using {len(columns)} key dimensions") + else: + columns = all_columns + + json_files = sorted(json_dir.glob('*.json')) + if not json_files: + print(f"Error: no JSON files found in {json_dir}") + return + + print(f"Converting {len(json_files)} JSON files → {output_path}") + + fieldnames = ['Descriptor', 'Description', 'analyst', 'standpoint', + 'timestamp', 'shortform', 'version'] + columns + + rows = [] + for json_path in json_files: + try: + row = json_to_row(json_path, columns) + rows.append(row) + except Exception as e: + print(f" Warning: skipping {json_path.name}: {e}") + + with open(output_path, 'w', newline='', encoding='utf-8') as f: + writer = csv.DictWriter(f, fieldnames=fieldnames) + writer.writeheader() + writer.writerows(rows) + + # Summary stats + filled = {col: sum(1 for r in rows if r.get(col)) for col in columns} + print(f"Done. {len(rows)} rows written.") + print(f"\nDimension coverage (readings with a value):") + for col, count in filled.items(): + pct = count / len(rows) * 100 if rows else 0 + marker = '* ' if col in key_columns else ' ' + print(f" {marker}{col}: {count}/{len(rows)} ({pct:.0f}%)") + print(f"\n(* = shortform/key dimension)") + + +if __name__ == '__main__': + main() diff --git a/analysis/scripts/lda_visualization.py b/analysis/scripts/lda_visualization.py new file mode 100644 index 0000000..7a16c79 --- /dev/null +++ b/analysis/scripts/lda_visualization.py @@ -0,0 +1,177 @@ +#!/usr/bin/env python3 +""" +Create LDA visualization to maximize cluster separation. + +Usage: + python3 scripts/lda_visualization.py data/readings/synthetic_20251116.csv + python3 scripts/lda_visualization.py data/readings/synthetic_20251116.csv --results-dir analysis_results/synthetic_20251116 +""" + +import argparse +import pandas as pd +import numpy as np +import matplotlib.pyplot as plt +from sklearn.discriminant_analysis import LinearDiscriminantAnalysis +from sklearn.preprocessing import StandardScaler +from pathlib import Path + + +def main(): + parser = argparse.ArgumentParser( + description='Create LDA visualization of cluster separation', + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +Example usage: + python3 scripts/lda_visualization.py data/readings/synthetic_20251116/readings.csv + python3 scripts/lda_visualization.py data/readings/manual_20260101/readings.csv --analysis-dir data/readings/manual_20260101/analysis + """ + ) + parser.add_argument('input_csv', help='Diagnostic readings CSV (e.g. data/readings/synthetic_20251116/readings.csv)') + parser.add_argument('--analysis-dir', default=None, + help='Analysis directory (default: /analysis)') + args = parser.parse_args() + + dataset_dir = Path(args.input_csv).parent + results_dir = Path(args.analysis_dir) if args.analysis_dir else dataset_dir / 'analysis' + plots_dir = results_dir / 'plots' + data_dir = results_dir / 'data' + + # Load the original data + df = pd.read_csv(args.input_csv) + + # Identify dimension columns + all_cols = df.columns.tolist() + design_cols = [c for c in all_cols if c.startswith('Design_')] + entanglement_cols = [c for c in all_cols if c.startswith('Entanglement_')] + experience_cols = [c for c in all_cols if c.startswith('Experience_')] + dimension_cols = design_cols + entanglement_cols + experience_cols + + # Load cluster assignments + clusters = pd.read_csv(data_dir / 'kmeans_clusters.csv') + df_with_clusters = df.merge(clusters, on='Descriptor') + + # Drop dimension columns with low coverage (< 80%) to handle shortform datasets + n = len(df_with_clusters) + coverage = df_with_clusters[dimension_cols].notna().sum() / n + dimension_cols = [c for c in dimension_cols if coverage[c] >= 0.8] + + # Prepare data — impute any remaining NaNs with column median + X_df = df_with_clusters[dimension_cols].copy() + X_df = X_df.fillna(X_df.median()) + X = X_df.values + y = df_with_clusters['cluster'].values + + # Standardize + scaler = StandardScaler() + X_scaled = scaler.fit_transform(X) + + # Fit LDA (with 1 component for 2 classes) + lda = LinearDiscriminantAnalysis(n_components=1) + X_lda = lda.fit_transform(X_scaled, y).ravel() + + # Create histogram showing separation + fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(14, 10)) + + # Histogram + colors = {1: '#2E86AB', 2: '#A23B72'} + for cluster_id in [1, 2]: + cluster_data = X_lda[y == cluster_id] + ax1.hist(cluster_data, bins=30, alpha=0.6, + color=colors[cluster_id], + label=f'Cluster {cluster_id}', + edgecolor='white', linewidth=0.5) + + ax1.set_xlabel('Linear Discriminant (LD1)', fontsize=12) + ax1.set_ylabel('Frequency', fontsize=12) + ax1.set_title('Linear Discriminant Analysis: Cluster Separation\n(Maximum separation projection)', + fontsize=14, fontweight='bold') + ax1.legend(fontsize=11) + ax1.grid(True, alpha=0.3, axis='y') + + # Strip plot - shows individual protocols + for cluster_id in [1, 2]: + cluster_data = X_lda[y == cluster_id] + cluster_protocols = df_with_clusters[df_with_clusters['cluster'] == cluster_id]['Descriptor'].values + + # Add jitter for visibility + y_jitter = np.random.normal(cluster_id, 0.1, size=len(cluster_data)) + + ax2.scatter(cluster_data, y_jitter, + c=colors[cluster_id], alpha=0.5, s=40, + edgecolors='white', linewidth=0.3) + + # Label a few representative protocols + for i in range(0, len(cluster_data), 25): + ax2.annotate(cluster_protocols[i], + (cluster_data[i], y_jitter[i]), + fontsize=7, alpha=0.7, + xytext=(0, 5), textcoords='offset points', + rotation=45, ha='left') + + ax2.set_xlabel('Linear Discriminant (LD1)', fontsize=12) + ax2.set_ylabel('Cluster', fontsize=12) + ax2.set_yticks([1, 2]) + ax2.set_yticklabels(['Cluster 1:\nRelational/Cultural', 'Cluster 2:\nInstitutional/Bureaucratic']) + ax2.set_title('Individual Protocols Projected onto Discriminant Axis', fontsize=12) + ax2.grid(True, alpha=0.3, axis='x') + + plt.tight_layout() + plt.savefig(plots_dir / 'lda_cluster_separation.png', dpi=300, bbox_inches='tight') + print(f"Saved: {plots_dir / 'lda_cluster_separation.png'}") + + # Calculate separation metrics + mean_1 = X_lda[y == 1].mean() + mean_2 = X_lda[y == 2].mean() + std_1 = X_lda[y == 1].std() + std_2 = X_lda[y == 2].std() + + # Cohen's d (effect size) + pooled_std = np.sqrt((std_1**2 + std_2**2) / 2) + cohens_d = abs(mean_1 - mean_2) / pooled_std + + print(f"\n=== Cluster Separation Statistics ===") + mean_1_val = mean_1[0] if isinstance(mean_1, np.ndarray) else mean_1 + mean_2_val = mean_2[0] if isinstance(mean_2, np.ndarray) else mean_2 + cohens_d_val = cohens_d[0] if isinstance(cohens_d, np.ndarray) else cohens_d + print(f"Cluster 1 mean: {mean_1_val:.3f} (std: {std_1:.3f})") + print(f"Cluster 2 mean: {mean_2_val:.3f} (std: {std_2:.3f})") + print(f"Distance between means: {abs(mean_1_val - mean_2_val):.3f}") + print(f"Cohen's d (effect size): {cohens_d_val:.3f}") + print(f" (0.2=small, 0.5=medium, 0.8=large effect)") + + # Overlap percentage (rough estimate) + overlap_start = max(X_lda[y == 1].min(), X_lda[y == 2].min()) + overlap_end = min(X_lda[y == 1].max(), X_lda[y == 2].max()) + overlap_range = overlap_end - overlap_start if overlap_end > overlap_start else 0 + total_range = X_lda.max() - X_lda.min() + overlap_pct = (overlap_range / total_range) * 100 if overlap_range > 0 else 0 + + print(f"Approximate overlap: {overlap_pct:.1f}% of total range") + + # Save LDA projection data + lda_df = pd.DataFrame({ + 'Descriptor': df_with_clusters['Descriptor'], + 'LD1': X_lda.flatten(), + 'Cluster': y + }) + lda_df.to_csv(data_dir / 'lda_projection.csv', index=False) + print(f"Saved: {data_dir / 'lda_projection.csv'}") + + print("\n=== Most discriminating dimensions ===") + loadings = pd.DataFrame({ + 'Dimension': dimension_cols, + 'LDA_Coefficient': lda.coef_[0] + }) + loadings['Abs_Coefficient'] = loadings['LDA_Coefficient'].abs() + loadings = loadings.sort_values('Abs_Coefficient', ascending=False) + + print("\nTop 10 dimensions that separate the clusters:") + for _, row in loadings.head(10).iterrows(): + print(f" {row['Dimension']}: {row['LDA_Coefficient']:.3f}") + + loadings.to_csv(data_dir / 'lda_coefficients.csv', index=False) + print(f"\nSaved: {data_dir / 'lda_coefficients.csv'}") + + +if __name__ == '__main__': + main() diff --git a/analysis/multivariate_analysis.py b/analysis/scripts/multivariate_analysis.py similarity index 92% rename from analysis/multivariate_analysis.py rename to analysis/scripts/multivariate_analysis.py index ae34720..63e6851 100644 --- a/analysis/multivariate_analysis.py +++ b/analysis/scripts/multivariate_analysis.py @@ -44,10 +44,19 @@ except ImportError: class ProtocolAnalyzer: """Main class for multivariate analysis of protocol data.""" - def __init__(self, csv_path, output_dir='analysis_results'): - """Initialize analyzer with data and output directory.""" + def __init__(self, csv_path, output_dir='analysis_results', min_coverage=0.0): + """Initialize analyzer with data and output directory. + + Args: + csv_path: Path to diagnostic CSV file + output_dir: Directory for analysis output + min_coverage: Drop dimension columns with fewer than this fraction of + non-null values (0.0–1.0). Useful for sparse/shortform + datasets. E.g. 0.8 keeps only columns with ≥80% coverage. + """ self.csv_path = Path(csv_path) self.output_dir = Path(output_dir) + self.min_coverage = min_coverage self.output_dir.mkdir(exist_ok=True) # Create subdirectories @@ -83,6 +92,21 @@ class ProtocolAnalyzer: print(f" - Entanglement: {len(self.entanglement_cols)}") print(f" - Experience: {len(self.experience_cols)}") + # Drop low-coverage columns if min_coverage is set + if self.min_coverage > 0.0: + n = len(self.df) + coverage = self.df[self.dimension_cols].notna().sum() / n + dropped = [c for c in self.dimension_cols if coverage[c] < self.min_coverage] + if dropped: + print(f"\nDropping {len(dropped)} dimension(s) below {self.min_coverage:.0%} coverage:") + for c in dropped: + print(f" - {c}: {coverage[c]:.0%}") + self.dimension_cols = [c for c in self.dimension_cols if c not in dropped] + self.design_cols = [c for c in self.design_cols if c not in dropped] + self.entanglement_cols = [c for c in self.entanglement_cols if c not in dropped] + self.experience_cols = [c for c in self.experience_cols if c not in dropped] + print(f"Remaining dimensions: {len(self.dimension_cols)}") + # Check for missing values missing_count = self.df[self.dimension_cols].isna().sum().sum() rows_with_missing = self.df[self.dimension_cols].isna().any(axis=1).sum() @@ -740,15 +764,19 @@ def main(): formatter_class=argparse.RawDescriptionHelpFormatter, epilog=""" Examples: - python3 multivariate_analysis.py diagnostic_output.csv - python3 multivariate_analysis.py diagnostic_output.csv --output results/ - python3 multivariate_analysis.py diagnostic_output.csv --analyses clustering pca + python3 scripts/multivariate_analysis.py data/readings/synthetic_20251116/readings.csv + python3 scripts/multivariate_analysis.py data/readings/synthetic_20251116/readings.csv --output data/readings/synthetic_20251116/analysis + python3 scripts/multivariate_analysis.py data/readings/synthetic_20251116/readings.csv --analyses clustering pca """ ) - parser.add_argument('csv_file', help='Input CSV file with protocol diagnostics') - parser.add_argument('--output', '-o', default='analysis_results', - help='Output directory (default: analysis_results)') + parser.add_argument('csv_file', help='Diagnostic readings CSV (e.g. data/readings/synthetic_20251116/readings.csv)') + parser.add_argument('--output', '-o', default=None, + help='Output directory (default: /analysis)') + parser.add_argument('--min-coverage', type=float, default=0.0, + help='Drop dimension columns below this coverage fraction (0.0–1.0). ' + 'E.g. 0.8 keeps only columns ≥80%% complete. ' + 'Useful for sparse/shortform datasets (default: 0.0, keep all)') parser.add_argument('--analyses', nargs='+', choices=['clustering', 'pca', 'tsne', 'umap', 'factor', 'correlation', 'network', 'importance', 'analyst', 'all'], @@ -762,12 +790,15 @@ Examples: print(f"Error: File not found: {args.csv_file}") sys.exit(1) + # Derive output dir from dataset dir if not specified + output_dir = args.output if args.output else str(Path(args.csv_file).parent / 'analysis') + # Initialize analyzer print("=" * 80) print("PROTOCOL BICORDER - MULTIVARIATE ANALYSIS") print("=" * 80) - analyzer = ProtocolAnalyzer(args.csv_file, args.output) + analyzer = ProtocolAnalyzer(args.csv_file, output_dir, min_coverage=args.min_coverage) # Determine which analyses to run run_all = 'all' in args.analyses diff --git a/analysis/scripts/review_analysis.py b/analysis/scripts/review_analysis.py new file mode 100644 index 0000000..e6151fc --- /dev/null +++ b/analysis/scripts/review_analysis.py @@ -0,0 +1,206 @@ +#!/usr/bin/env python3 +""" +Comprehensive review of the analysis for errors and inconsistencies. + +Usage: + python3 scripts/review_analysis.py data/readings/synthetic_20251116.csv + python3 scripts/review_analysis.py data/readings/manual_20260101.csv --results-dir analysis_results/manual_20260101 +""" + +import argparse +import pandas as pd +import numpy as np +from pathlib import Path + + +def main(): + parser = argparse.ArgumentParser( + description='Check analysis results for errors and inconsistencies', + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +Example usage: + python3 scripts/review_analysis.py data/readings/synthetic_20251116/readings.csv + python3 scripts/review_analysis.py data/readings/manual_20260101/readings.csv --analysis-dir data/readings/manual_20260101/analysis + """ + ) + parser.add_argument('input_csv', help='Diagnostic readings CSV (e.g. data/readings/synthetic_20251116/readings.csv)') + parser.add_argument('--analysis-dir', default=None, + help='Analysis directory (default: /analysis)') + args = parser.parse_args() + + dataset_dir = Path(args.input_csv).parent + results_dir = Path(args.analysis_dir) if args.analysis_dir else dataset_dir / 'analysis' + + print("=" * 80) + print("ANALYSIS REVIEW - ERROR CHECKING") + print("=" * 80) + print(f"Dataset: {args.input_csv}") + print(f"Results: {results_dir}") + + # Load data + df = pd.read_csv(args.input_csv) + clusters = pd.read_csv(results_dir / 'data' / 'kmeans_clusters.csv') + pca_coords = pd.read_csv(results_dir / 'data' / 'pca_coordinates.csv') + + # Identify dimension columns + design_cols = [c for c in df.columns if c.startswith('Design_')] + entanglement_cols = [c for c in df.columns if c.startswith('Entanglement_')] + experience_cols = [c for c in df.columns if c.startswith('Experience_')] + dimension_cols = design_cols + entanglement_cols + experience_cols + + errors_found = [] + warnings_found = [] + + print("\n1. DATA COMPLETENESS CHECK") + print("-" * 80) + + missing_count = df[dimension_cols].isna().sum().sum() + rows_with_missing = df[dimension_cols].isna().any(axis=1).sum() + + print(f"✓ Total protocols in source data: {len(df)}") + print(f"✓ Protocols with complete data: {len(df) - rows_with_missing}") + print(f"✓ Protocols with missing values: {rows_with_missing}") + print(f"✓ Protocols in cluster analysis: {len(clusters)}") + + if rows_with_missing > 0: + warnings_found.append(f"{rows_with_missing} protocols excluded due to missing values") + missing_protocols = df[df[dimension_cols].isna().any(axis=1)]['Descriptor'].tolist() + print(f"\n Excluded protocols: {', '.join(missing_protocols)}") + + merged = df.merge(clusters, on='Descriptor', how='inner') + if len(merged) != len(clusters): + errors_found.append(f"Descriptor mismatch: {len(merged)} matched vs {len(clusters)} expected") + else: + print(f"✓ All cluster descriptors match source data") + + print("\n2. DATA QUALITY CHECK") + print("-" * 80) + + for col in dimension_cols: + values = df[col].dropna() + if values.min() < 1 or values.max() > 9: + errors_found.append(f"Column {col} has out-of-range values: [{values.min()}, {values.max()}]") + + print(f"✓ All dimension values within expected range [1, 9]") + + df_clean = df.dropna(subset=dimension_cols) + variances = df_clean[dimension_cols].var() + low_var_dims = variances[variances < 1.0] + if len(low_var_dims) > 0: + warnings_found.append(f"{len(low_var_dims)} dimensions have very low variance (< 1.0)") + print(f"\n Low variance dimensions:") + for dim, var in low_var_dims.items(): + print(f" - {dim}: {var:.3f}") + else: + print(f"✓ All dimensions have reasonable variance") + + print("\n3. CLUSTERING VALIDATION") + print("-" * 80) + + cluster_sizes = clusters['cluster'].value_counts().sort_index() + print(f"✓ Cluster 1: {cluster_sizes[1]} protocols ({cluster_sizes[1]/len(clusters)*100:.1f}%)") + print(f"✓ Cluster 2: {cluster_sizes[2]} protocols ({cluster_sizes[2]/len(clusters)*100:.1f}%)") + + imbalance_ratio = max(cluster_sizes) / min(cluster_sizes) + if imbalance_ratio > 2.0: + warnings_found.append(f"Cluster imbalance ratio is {imbalance_ratio:.2f} (ideally < 2.0)") + + if len(pca_coords) != len(clusters): + errors_found.append(f"PCA coordinates count ({len(pca_coords)}) != cluster count ({len(clusters)})") + else: + print(f"✓ PCA coordinates match cluster count") + + pca_loadings = pd.read_csv(results_dir / 'data' / 'pca_loadings.csv', index_col=0) + if pca_loadings.shape[0] != 23: + errors_found.append(f"PCA loadings have {pca_loadings.shape[0]} rows, expected 23") + else: + print(f"✓ PCA loadings have correct dimensions") + + print("\n4. STATISTICAL VALIDITY") + print("-" * 80) + + corr_matrix = pd.read_csv(results_dir / 'data' / 'correlation_matrix.csv', index_col=0) + + np.fill_diagonal(corr_matrix.values, 0) + perfect_corrs = np.where(np.abs(corr_matrix.values) > 0.99) + if len(perfect_corrs[0]) > 0: + warnings_found.append(f"Found {len(perfect_corrs[0])} near-perfect correlations between dimensions") + else: + print(f"✓ No perfect correlations found (multicollinearity check)") + + try: + if corr_matrix.shape[0] == corr_matrix.shape[1]: + if not np.allclose(corr_matrix.values, corr_matrix.values.T, equal_nan=True): + errors_found.append("Correlation matrix is not symmetric") + else: + print(f"✓ Correlation matrix is symmetric") + else: + errors_found.append(f"Correlation matrix is not square: {corr_matrix.shape}") + except Exception as e: + warnings_found.append(f"Could not verify correlation matrix symmetry: {e}") + + print("\n5. AVERAGE VALUES CHECK") + print("-" * 80) + + df_clean = df.dropna(subset=dimension_cols) + calculated_averages = df_clean[dimension_cols].mean(axis=1) + print(f"✓ Average values range: [{calculated_averages.min():.2f}, {calculated_averages.max():.2f}]") + print(f"✓ Mean of averages: {calculated_averages.mean():.2f}") + print(f"✓ Std of averages: {calculated_averages.std():.2f}") + + from scipy import stats + bins = np.arange(int(calculated_averages.min()), int(calculated_averages.max()) + 1, 0.5) + observed_counts, _ = np.histogram(calculated_averages, bins=bins) + expected_count = len(calculated_averages) / len(bins[:-1]) + chi2_stat = np.sum((observed_counts - expected_count)**2 / expected_count) + p_value = 1 - stats.chi2.cdf(chi2_stat, len(bins) - 2) + + print(f"✓ Distribution uniformity test p-value: {p_value:.4f}") + if p_value < 0.05: + print(f" (Distribution is significantly non-uniform, as expected for real data)") + else: + warnings_found.append("Average values may be too uniformly distributed (p > 0.05)") + + print("\n6. CLUSTER SEPARATION CHECK") + print("-" * 80) + + merged = df_clean.merge(clusters, on='Descriptor') + cluster1_means = merged[merged['cluster'] == 1][dimension_cols].mean() + cluster2_means = merged[merged['cluster'] == 2][dimension_cols].mean() + + differences = (cluster1_means - cluster2_means).abs() + significant_diffs = differences[differences > 0.5] + print(f"✓ Dimensions with meaningful difference (>0.5) between clusters: {len(significant_diffs)}/23") + + if len(significant_diffs) < 5: + warnings_found.append(f"Only {len(significant_diffs)} dimensions show meaningful separation between clusters") + + print(f"\n Top 5 differentiating dimensions:") + for dim in differences.nlargest(5).index: + print(f" - {dim}: {differences[dim]:.3f}") + + print("\n" + "=" * 80) + print("SUMMARY") + print("=" * 80) + + if len(errors_found) == 0: + print("✓ No critical errors found!") + else: + print(f"✗ {len(errors_found)} CRITICAL ERROR(S) FOUND:") + for i, error in enumerate(errors_found, 1): + print(f" {i}. {error}") + + if len(warnings_found) == 0: + print("✓ No warnings!") + else: + print(f"\n⚠ {len(warnings_found)} WARNING(S):") + for i, warning in enumerate(warnings_found, 1): + print(f" {i}. {warning}") + + print("\n" + "=" * 80) + print("REVIEW COMPLETE") + print("=" * 80) + + +if __name__ == '__main__': + main() diff --git a/analysis/scripts/sync_readings.sh b/analysis/scripts/sync_readings.sh new file mode 100755 index 0000000..c929854 --- /dev/null +++ b/analysis/scripts/sync_readings.sh @@ -0,0 +1,107 @@ +#!/usr/bin/env bash +# Sync a readings dataset from a remote git repository, then regenerate CSV and analysis. +# +# Reads remote URL and subdirectory from a .sync_source file in the dataset directory. +# +# Usage: +# scripts/sync_readings.sh data/readings/manual_20260320 +# scripts/sync_readings.sh data/readings/manual_20260320 --no-analysis +# scripts/sync_readings.sh data/readings/manual_20260320 --min-coverage 0.8 +# scripts/sync_readings.sh data/readings/manual_20260320 --training data/readings/synthetic_20251116/readings.csv +# +# .sync_source format: +# REMOTE_URL=https://git.example.org/user/repo +# REMOTE_SUBDIR=readings + +set -euo pipefail + +DATASET_DIR="${1:?Usage: $0 [--no-analysis] [--min-coverage N]}" +RUN_ANALYSIS=true +MIN_COVERAGE=0.8 +TRAINING_CSV="data/readings/synthetic_20251116/readings.csv" + +shift || true +while [[ $# -gt 0 ]]; do + case "$1" in + --no-analysis) RUN_ANALYSIS=false ;; + --min-coverage) MIN_COVERAGE="$2"; shift ;; + --training) TRAINING_CSV="$2"; shift ;; + *) echo "Unknown option: $1" >&2; exit 1 ;; + esac + shift +done + +SYNC_SOURCE="$DATASET_DIR/.sync_source" +if [[ ! -f "$SYNC_SOURCE" ]]; then + echo "Error: $SYNC_SOURCE not found. Create it with REMOTE_URL and REMOTE_SUBDIR." >&2 + exit 1 +fi + +# Load config +REMOTE_URL=$(grep '^REMOTE_URL=' "$SYNC_SOURCE" | cut -d= -f2-) +REMOTE_SUBDIR=$(grep '^REMOTE_SUBDIR=' "$SYNC_SOURCE" | cut -d= -f2-) + +if [[ -z "$REMOTE_URL" ]]; then + echo "Error: REMOTE_URL not set in $SYNC_SOURCE" >&2 + exit 1 +fi + +REMOTE_SUBDIR="${REMOTE_SUBDIR:-readings}" +JSON_DIR="$DATASET_DIR/json" + +echo "========================================" +echo "Syncing: $DATASET_DIR" +echo "From: $REMOTE_URL/$REMOTE_SUBDIR" +echo "========================================" + +# Clone remote to temp dir and copy JSON files +TMPDIR=$(mktemp -d) +trap "rm -rf '$TMPDIR'" EXIT + +echo "" +echo "Fetching remote data..." +git clone --depth 1 --quiet "$REMOTE_URL" "$TMPDIR" + +SRC="$TMPDIR/$REMOTE_SUBDIR" +if [[ ! -d "$SRC" ]]; then + echo "Error: subdirectory '$REMOTE_SUBDIR' not found in remote repo." >&2 + exit 1 +fi + +NEW=$(find "$SRC" -name '*.json' | wc -l | tr -d ' ') +mkdir -p "$JSON_DIR" +cp "$SRC"/*.json "$JSON_DIR"/ +echo "Copied $NEW JSON files → $JSON_DIR" + +# Determine VENV python +PYTHON=python3 +if [[ -f ".venv/bin/python3" ]]; then + PYTHON=".venv/bin/python3" +fi + +# Regenerate CSV +echo "" +echo "Regenerating readings.csv..." +"$PYTHON" scripts/json_to_csv.py "$JSON_DIR" -o "$DATASET_DIR/readings.csv" + +if [[ "$RUN_ANALYSIS" == true ]]; then + echo "" + echo "Running multivariate analysis (--min-coverage $MIN_COVERAGE)..." + "$PYTHON" scripts/multivariate_analysis.py \ + "$DATASET_DIR/readings.csv" \ + --min-coverage "$MIN_COVERAGE" \ + --analyses clustering pca correlation importance + + echo "" + echo "Generating LDA visualization..." + "$PYTHON" scripts/lda_visualization.py "$DATASET_DIR/readings.csv" + + echo "" + echo "Classifying readings (training: $TRAINING_CSV)..." + "$PYTHON" scripts/classify_readings.py \ + "$DATASET_DIR/readings.csv" \ + --training "$TRAINING_CSV" +fi + +echo "" +echo "Done. Dataset: $DATASET_DIR" diff --git a/analysis/scripts/visualize_clusters.py b/analysis/scripts/visualize_clusters.py new file mode 100644 index 0000000..bfad589 --- /dev/null +++ b/analysis/scripts/visualize_clusters.py @@ -0,0 +1,167 @@ +#!/usr/bin/env python3 +""" +Create visualizations of k-means clusters overlaid on dimensionality reduction plots. + +Usage: + python3 scripts/visualize_clusters.py data/readings/synthetic_20251116.csv + python3 scripts/visualize_clusters.py data/readings/manual_20260101.csv --results-dir analysis_results/manual_20260101 +""" + +import argparse +import pandas as pd +import matplotlib.pyplot as plt +import seaborn as sns +from pathlib import Path + + +def main(): + parser = argparse.ArgumentParser( + description='Visualize k-means clusters in PCA/t-SNE/UMAP space', + formatter_class=argparse.RawDescriptionHelpFormatter, + epilog=""" +Example usage: + python3 scripts/visualize_clusters.py data/readings/synthetic_20251116/readings.csv + python3 scripts/visualize_clusters.py data/readings/manual_20260101/readings.csv --analysis-dir data/readings/manual_20260101/analysis + """ + ) + parser.add_argument('input_csv', help='Diagnostic readings CSV (e.g. data/readings/synthetic_20251116/readings.csv)') + parser.add_argument('--analysis-dir', default=None, + help='Analysis directory (default: /analysis)') + args = parser.parse_args() + + dataset_dir = Path(args.input_csv).parent + results_dir = Path(args.analysis_dir) if args.analysis_dir else dataset_dir / 'analysis' + plots_dir = results_dir / 'plots' + data_dir = results_dir / 'data' + + # Load cluster assignments + clusters = pd.read_csv(data_dir / 'kmeans_clusters.csv') + clusters['cluster'] = clusters['cluster'] # Already 1-indexed + + # Load dimensionality reduction coordinates + pca_coords = pd.read_csv(data_dir / 'pca_coordinates.csv') + tsne_coords = pd.read_csv(data_dir / 'tsne_coordinates.csv') + + # Merge cluster assignments with coordinates + pca_data = pca_coords.merge(clusters, on='Descriptor') + tsne_data = tsne_coords.merge(clusters, on='Descriptor') + + # Set up color scheme + colors = {1: '#2E86AB', 2: '#A23B72'} # Blue for cluster 1, Purple for cluster 2 + cluster_names = {1: 'Cluster 1: Relational/Cultural', 2: 'Cluster 2: Institutional/Bureaucratic'} + + # ========== PCA Plot with Clusters ========== + print("Creating PCA plot with cluster colors...") + fig, ax = plt.subplots(figsize=(14, 12)) + + for cluster_id in [1, 2]: + cluster_data = pca_data[pca_data['cluster'] == cluster_id] + ax.scatter(cluster_data['PC1'], cluster_data['PC2'], + c=colors[cluster_id], label=cluster_names[cluster_id], + alpha=0.6, s=60, edgecolors='white', linewidth=0.5) + + for cluster_id in [1, 2]: + cluster_data = pca_data[pca_data['cluster'] == cluster_id] + for i, row in cluster_data.iterrows(): + if i % 8 == 0: + ax.annotate(row['Descriptor'], + (row['PC1'], row['PC2']), + fontsize=7, alpha=0.7, + xytext=(5, 5), textcoords='offset points') + + ax.set_xlabel('PC1 (22.5% variance)', fontsize=12) + ax.set_ylabel('PC2 (22.7% variance)', fontsize=12) + ax.set_title('K-Means Clusters in PCA Space\nTwo Distinct Protocol Families', fontsize=14, fontweight='bold') + ax.legend(loc='best', fontsize=10, framealpha=0.9) + ax.grid(True, alpha=0.3) + + plt.tight_layout() + plt.savefig(plots_dir / 'pca_2d_clustered.png', dpi=300, bbox_inches='tight') + print(f" Saved: {plots_dir / 'pca_2d_clustered.png'}") + plt.close() + + # ========== t-SNE Plot with Clusters ========== + print("Creating t-SNE plot with cluster colors...") + fig, ax = plt.subplots(figsize=(14, 12)) + + for cluster_id in [1, 2]: + cluster_data = tsne_data[tsne_data['cluster'] == cluster_id] + ax.scatter(cluster_data['TSNE1'], cluster_data['TSNE2'], + c=colors[cluster_id], label=cluster_names[cluster_id], + alpha=0.6, s=60, edgecolors='white', linewidth=0.5) + + for cluster_id in [1, 2]: + cluster_data = tsne_data[tsne_data['cluster'] == cluster_id] + for i, row in cluster_data.iterrows(): + if i % 8 == 0: + ax.annotate(row['Descriptor'], + (row['TSNE1'], row['TSNE2']), + fontsize=7, alpha=0.7, + xytext=(5, 5), textcoords='offset points') + + ax.set_xlabel('t-SNE Dimension 1', fontsize=12) + ax.set_ylabel('t-SNE Dimension 2', fontsize=12) + ax.set_title('K-Means Clusters in t-SNE Space\nTwo Distinct Protocol Families', fontsize=14, fontweight='bold') + ax.legend(loc='best', fontsize=10, framealpha=0.9) + ax.grid(True, alpha=0.3) + + plt.tight_layout() + plt.savefig(plots_dir / 'tsne_2d_clustered.png', dpi=300, bbox_inches='tight') + print(f" Saved: {plots_dir / 'tsne_2d_clustered.png'}") + plt.close() + + # ========== UMAP Plot with Clusters (if available) ========== + umap_path = data_dir / 'umap_coordinates.csv' + if umap_path.exists(): + print("Creating UMAP plot with cluster colors...") + umap_coords = pd.read_csv(umap_path) + umap_data = umap_coords.merge(clusters, on='Descriptor') + + fig, ax = plt.subplots(figsize=(14, 12)) + + for cluster_id in [1, 2]: + cluster_data = umap_data[umap_data['cluster'] == cluster_id] + ax.scatter(cluster_data['UMAP1'], cluster_data['UMAP2'], + c=colors[cluster_id], label=cluster_names[cluster_id], + alpha=0.6, s=60, edgecolors='white', linewidth=0.5) + + for cluster_id in [1, 2]: + cluster_data = umap_data[umap_data['cluster'] == cluster_id] + for i, row in cluster_data.iterrows(): + if i % 8 == 0: + ax.annotate(row['Descriptor'], + (row['UMAP1'], row['UMAP2']), + fontsize=7, alpha=0.7, + xytext=(5, 5), textcoords='offset points') + + ax.set_xlabel('UMAP Dimension 1', fontsize=12) + ax.set_ylabel('UMAP Dimension 2', fontsize=12) + ax.set_title('K-Means Clusters in UMAP Space\nTwo Distinct Protocol Families', fontsize=14, fontweight='bold') + ax.legend(loc='best', fontsize=10, framealpha=0.9) + ax.grid(True, alpha=0.3) + + plt.tight_layout() + plt.savefig(plots_dir / 'umap_2d_clustered.png', dpi=300, bbox_inches='tight') + print(f" Saved: {plots_dir / 'umap_2d_clustered.png'}") + plt.close() + + # ========== Summary Statistics ========== + print("\n=== Cluster Summary ===") + print(f"Total protocols: {len(clusters)}") + print(f"\nCluster 1 (Relational/Cultural): {len(clusters[clusters['cluster'] == 1])} protocols") + print(f"Cluster 2 (Institutional/Bureaucratic): {len(clusters[clusters['cluster'] == 2])} protocols") + + print("\nSample protocols from each cluster:") + print("\nCluster 1 (Relational/Cultural):") + for protocol in clusters[clusters['cluster'] == 1]['Descriptor'].head(10): + print(f" - {protocol}") + + print("\nCluster 2 (Institutional/Bureaucratic):") + for protocol in clusters[clusters['cluster'] == 2]['Descriptor'].head(10): + print(f" - {protocol}") + + print("\n=== Visualization Complete! ===") + + +if __name__ == '__main__': + main() diff --git a/analysis/visualize_clusters.py b/analysis/visualize_clusters.py deleted file mode 100644 index dca51b2..0000000 --- a/analysis/visualize_clusters.py +++ /dev/null @@ -1,147 +0,0 @@ -#!/usr/bin/env python3 -""" -Create visualizations of k-means clusters overlaid on dimensionality reduction plots. -""" - -import pandas as pd -import matplotlib.pyplot as plt -import seaborn as sns -from pathlib import Path - -# Set up paths -output_dir = Path('analysis_results') -plots_dir = output_dir / 'plots' -data_dir = output_dir / 'data' - -# Load cluster assignments -clusters = pd.read_csv(data_dir / 'kmeans_clusters.csv') -clusters['cluster'] = clusters['cluster'] # Already 1-indexed - -# Load dimensionality reduction coordinates -pca_coords = pd.read_csv(data_dir / 'pca_coordinates.csv') -tsne_coords = pd.read_csv(data_dir / 'tsne_coordinates.csv') - -# Merge cluster assignments with coordinates -pca_data = pca_coords.merge(clusters, on='Descriptor') -tsne_data = tsne_coords.merge(clusters, on='Descriptor') - -# Set up color scheme -colors = {1: '#2E86AB', 2: '#A23B72'} # Blue for cluster 1, Purple for cluster 2 -cluster_names = {1: 'Cluster 1: Relational/Cultural', 2: 'Cluster 2: Institutional/Bureaucratic'} - -# ========== PCA Plot with Clusters ========== -print("Creating PCA plot with cluster colors...") -fig, ax = plt.subplots(figsize=(14, 12)) - -for cluster_id in [1, 2]: - cluster_data = pca_data[pca_data['cluster'] == cluster_id] - ax.scatter(cluster_data['PC1'], cluster_data['PC2'], - c=colors[cluster_id], label=cluster_names[cluster_id], - alpha=0.6, s=60, edgecolors='white', linewidth=0.5) - -# Annotate some representative protocols from each cluster -# Sample a few protocols from each cluster for labeling -for cluster_id in [1, 2]: - cluster_data = pca_data[pca_data['cluster'] == cluster_id] - # Label every 8th protocol to avoid clutter - for i, row in cluster_data.iterrows(): - if i % 8 == 0: - ax.annotate(row['Descriptor'], - (row['PC1'], row['PC2']), - fontsize=7, alpha=0.7, - xytext=(5, 5), textcoords='offset points') - -ax.set_xlabel('PC1 (22.5% variance)', fontsize=12) -ax.set_ylabel('PC2 (22.7% variance)', fontsize=12) -ax.set_title('K-Means Clusters in PCA Space\nTwo Distinct Protocol Families', fontsize=14, fontweight='bold') -ax.legend(loc='best', fontsize=10, framealpha=0.9) -ax.grid(True, alpha=0.3) - -plt.tight_layout() -plt.savefig(plots_dir / 'pca_2d_clustered.png', dpi=300, bbox_inches='tight') -print(f" Saved: {plots_dir / 'pca_2d_clustered.png'}") -plt.close() - -# ========== t-SNE Plot with Clusters ========== -print("Creating t-SNE plot with cluster colors...") -fig, ax = plt.subplots(figsize=(14, 12)) - -for cluster_id in [1, 2]: - cluster_data = tsne_data[tsne_data['cluster'] == cluster_id] - ax.scatter(cluster_data['TSNE1'], cluster_data['TSNE2'], - c=colors[cluster_id], label=cluster_names[cluster_id], - alpha=0.6, s=60, edgecolors='white', linewidth=0.5) - -# Annotate some protocols -for cluster_id in [1, 2]: - cluster_data = tsne_data[tsne_data['cluster'] == cluster_id] - for i, row in cluster_data.iterrows(): - if i % 8 == 0: - ax.annotate(row['Descriptor'], - (row['TSNE1'], row['TSNE2']), - fontsize=7, alpha=0.7, - xytext=(5, 5), textcoords='offset points') - -ax.set_xlabel('t-SNE Dimension 1', fontsize=12) -ax.set_ylabel('t-SNE Dimension 2', fontsize=12) -ax.set_title('K-Means Clusters in t-SNE Space\nTwo Distinct Protocol Families', fontsize=14, fontweight='bold') -ax.legend(loc='best', fontsize=10, framealpha=0.9) -ax.grid(True, alpha=0.3) - -plt.tight_layout() -plt.savefig(plots_dir / 'tsne_2d_clustered.png', dpi=300, bbox_inches='tight') -print(f" Saved: {plots_dir / 'tsne_2d_clustered.png'}") -plt.close() - -# ========== UMAP Plot with Clusters (if available) ========== -umap_path = data_dir / 'umap_coordinates.csv' -if umap_path.exists(): - print("Creating UMAP plot with cluster colors...") - umap_coords = pd.read_csv(umap_path) - umap_data = umap_coords.merge(clusters, on='Descriptor') - - fig, ax = plt.subplots(figsize=(14, 12)) - - for cluster_id in [1, 2]: - cluster_data = umap_data[umap_data['cluster'] == cluster_id] - ax.scatter(cluster_data['UMAP1'], cluster_data['UMAP2'], - c=colors[cluster_id], label=cluster_names[cluster_id], - alpha=0.6, s=60, edgecolors='white', linewidth=0.5) - - # Annotate some protocols - for cluster_id in [1, 2]: - cluster_data = umap_data[umap_data['cluster'] == cluster_id] - for i, row in cluster_data.iterrows(): - if i % 8 == 0: - ax.annotate(row['Descriptor'], - (row['UMAP1'], row['UMAP2']), - fontsize=7, alpha=0.7, - xytext=(5, 5), textcoords='offset points') - - ax.set_xlabel('UMAP Dimension 1', fontsize=12) - ax.set_ylabel('UMAP Dimension 2', fontsize=12) - ax.set_title('K-Means Clusters in UMAP Space\nTwo Distinct Protocol Families', fontsize=14, fontweight='bold') - ax.legend(loc='best', fontsize=10, framealpha=0.9) - ax.grid(True, alpha=0.3) - - plt.tight_layout() - plt.savefig(plots_dir / 'umap_2d_clustered.png', dpi=300, bbox_inches='tight') - print(f" Saved: {plots_dir / 'umap_2d_clustered.png'}") - plt.close() - -# ========== Summary Statistics ========== -print("\n=== Cluster Summary ===") -print(f"Total protocols: {len(clusters)}") -print(f"\nCluster 1 (Relational/Cultural): {len(clusters[clusters['cluster'] == 1])} protocols") -print(f"Cluster 2 (Institutional/Bureaucratic): {len(clusters[clusters['cluster'] == 2])} protocols") - -print("\nSample protocols from each cluster:") -print("\nCluster 1 (Relational/Cultural):") -for protocol in clusters[clusters['cluster'] == 1]['Descriptor'].head(10): - print(f" - {protocol}") - -print("\nCluster 2 (Institutional/Bureaucratic):") -for protocol in clusters[clusters['cluster'] == 2]['Descriptor'].head(10): - print(f" - {protocol}") - -print("\n=== Visualization Complete! ===") diff --git a/analysis/bicorder-classifier.d.ts b/analysis/web/bicorder-classifier.d.ts similarity index 100% rename from analysis/bicorder-classifier.d.ts rename to analysis/web/bicorder-classifier.d.ts diff --git a/analysis/bicorder-classifier.js b/analysis/web/bicorder-classifier.js similarity index 100% rename from analysis/bicorder-classifier.js rename to analysis/web/bicorder-classifier.js diff --git a/analysis/test-classifier.mjs b/analysis/web/test-classifier.mjs similarity index 76% rename from analysis/test-classifier.mjs rename to analysis/web/test-classifier.mjs index 75d9b42..0318216 100644 --- a/analysis/test-classifier.mjs +++ b/analysis/web/test-classifier.mjs @@ -1,7 +1,11 @@ import { BicorderClassifier } from './bicorder-classifier.js'; +import { fileURLToPath } from 'url'; +import path from 'path'; import fs from 'fs'; -const modelData = JSON.parse(fs.readFileSync('bicorder_model.json', 'utf8')); +const __dirname = path.dirname(fileURLToPath(import.meta.url)); +const modelPath = path.join(__dirname, '..', 'bicorder_model.json'); +const modelData = JSON.parse(fs.readFileSync(modelPath, 'utf8')); const classifier = new BicorderClassifier(modelData); console.log('='.repeat(80)); @@ -33,5 +37,5 @@ console.log(JSON.stringify(result2, null, 2)); console.log('\n\n' + '='.repeat(80)); console.log('✓ JavaScript classifier working correctly!'); -console.log(' Model size:', Math.round(fs.statSync('bicorder_model.json').size / 1024), 'KB'); +console.log(' Model size:', Math.round(fs.statSync(modelPath).size / 1024), 'KB'); console.log('='.repeat(80));

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