# Technical Document Extraction: Transition Probabilities Heatmap
## 1. Document Overview
This image is a **Transition Probabilities Heatmap**, likely representing a Markov Chain or a state transition model for a software interaction or coding environment. It visualizes the probability of moving from a "Current Action" to a "Next Action."
## 2. Component Isolation
### A. Header
* **Title:** Transition Probabilities Heatmap
### B. Main Chart (Heatmap)
* **Y-Axis (Current Action):** Contains 14 categories (including start state).
* **X-Axis (Next Action):** Contains 14 categories (including end state).
* **Right-side Secondary Y-Axis:** Numerical counts representing the total occurrences for each "Current Action" row.
* **Color Scale (Legend):** Located at the far right. It is a gradient scale from white (0.0) to dark blue (1.0), representing the probability value.
### C. Data Categories (Labels)
The following labels are used for both Current and Next actions (with slight variations for start/end):
1. `<START>` (Current only)
2. `create`
3. `edit`
4. `exit_cost`
5. `find_file`
6. `goto`
7. `open`
8. `pytest`
9. `python`
10. `scroll_down`
11. `scroll_up`
12. `search_dir`
13. `search_file`
14. `submit`
15. `<END>` (Next only)
---
## 3. Data Table Reconstruction
The following table transcribes the probability values within the heatmap. The final column "Total Count" is extracted from the right-hand axis.
| Current Action | create | edit | exit_cost | find_file | goto | open | pytest | python | scroll_down | scroll_up | search_dir | search_file | submit | <END> | **Total Count** |
| :--- | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :---: | :--- |
| **<START>** | 0.65 | 0.00 | 0.00 | 0.16 | 0.00 | 0.01 | 0.00 | 0.00 | 0.00 | 0.00 | 0.19 | 0.00 | 0.00 | 0.00 | 2214 |
| **create** | 0.01 | 0.98 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1959 |
| **edit** | 0.03 | 0.51 | 0.02 | 0.01 | 0.01 | 0.03 | 0.00 | 0.33 | 0.00 | 0.00 | 0.01 | 0.01 | 0.04 | 0.00 | 4745 |
| **exit_cost** | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 2851 |
| **find_file** | 0.01 | 0.01 | 0.00 | 0.21 | 0.00 | 0.62 | 0.00 | 0.00 | 0.00 | 0.00 | 0.13 | 0.00 | 0.00 | 0.00 | 3335 |
| **goto** | 0.01 | 0.39 | 0.02 | 0.02 | 0.13 | 0.05 | 0.00 | 0.00 | 0.17 | 0.04 | 0.01 | 0.14 | 0.01 | 0.00 | 15341 |
| **open** | 0.01 | 0.25 | 0.01 | 0.03 | 0.09 | 0.06 | 0.00 | 0.01 | 0.18 | 0.00 | 0.02 | 0.35 | 0.00 | 0.00 | 2117 |
| **pytest** | 0.11 | 0.30 | 0.04 | 0.12 | 0.05 | 0.14 | 0.05 | 0.02 | 0.00 | 0.00 | 0.11 | 0.04 | 0.02 | 0.00 | 4417 |
| **python** | 0.02 | 0.47 | 0.01 | 0.15 | 0.03 | 0.13 | 0.00 | 0.01 | 0.00 | 0.00 | 0.11 | 0.01 | 0.04 | 0.00 | 678 |
| **scroll_down** | 0.01 | 0.13 | 0.02 | 0.02 | 0.07 | 0.04 | 0.00 | 0.00 | 0.61 | 0.02 | 0.02 | 0.04 | 0.01 | 0.00 | 1587 |
| **scroll_up** | 0.00 | 0.16 | 0.02 | 0.01 | 0.11 | 0.01 | 0.00 | 0.00 | 0.08 | 0.53 | 0.02 | 0.05 | 0.01 | 0.00 | 2358 |
| **search_dir** | 0.01 | 0.01 | 0.00 | 0.09 | 0.00 | 0.71 | 0.00 | 0.00 | 0.00 | 0.00 | 0.16 | 0.01 | 0.00 | 0.00 | 610 |
| **search_file** | 0.00 | 0.04 | 0.01 | 0.05 | 0.67 | 0.06 | 0.00 | 0.00 | 0.01 | 0.00 | 0.03 | 0.12 | 0.00 | 0.00 | 3888 |
| **submit** | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 0.00 | 1.00 | 56 |
---
## 4. Key Trends and Observations
### High Probability Transitions (Dark Blue)
* **Terminal Actions:** Both `exit_cost` and `submit` have a **1.00** probability of transitioning to `<END>`, indicating these are final steps in a sequence.
* **Creation Flow:** `create` has a **0.98** probability of being followed by `edit`.
* **Search Flow:** `search_dir` has a high probability (**0.71**) of being followed by `open`.
* **Navigation Flow:** `search_file` frequently leads to `goto` (**0.67**).
* **Initial State:** The `<START>` state most frequently leads to `create` (**0.65**).
### Self-Looping/Repetitive Actions
* **Scrolling:** `scroll_down` (0.61) and `scroll_up` (0.53) show significant self-transition probabilities, suggesting users often scroll multiple times consecutively.
* **Editing:** `edit` has a **0.51** probability of staying in the `edit` state.
### Common Intermediate Actions
* **Edit as a Hub:** Many actions have a moderate probability of transitioning to `edit`. For example, `python` (0.47), `goto` (0.39), and `pytest` (0.30) all frequently lead back to editing.
### Data Volume
* The action with the highest frequency of occurrence is `goto` with **15,341** instances.
* The action with the lowest frequency is `submit` with only **56** instances.
