# Technical Document Extraction: Token Frequency Density Histogram ## 1. Component Isolation * **Header/Legend Region:** Located in the top-right quadrant. Contains a legend for a statistical threshold. * **Main Chart Region:** Occupies the central and lower portion of the image. It is a histogram showing the distribution of "Tokens." * **Axes Region:** Left vertical axis (Y) and bottom horizontal axis (X). --- ## 2. Metadata and Labels * **Y-Axis Title:** Frequency Density (%) * **X-Axis Title:** Tokens * **Legend Label:** 90th Percentile: 6343.60 * **Legend Visual:** A dashed blue vertical line. * **Language:** English (100%) --- ## 3. Axis Scales and Markers ### Y-Axis (Frequency Density %) * **Range:** 0.00 to 0.06 * **Major Tick Markers:** 0.00, 0.02, 0.04, 0.06 ### X-Axis (Tokens) * **Range:** 0 to approximately 13,000 * **Major Tick Markers:** 0, 2000, 4000, 6000, 8000, 10000, 12000 --- ## 4. Data Analysis and Trends ### Distribution Overview The chart displays a **right-skewed (positively skewed) distribution**. The vast majority of the data points are concentrated at the lower end of the "Tokens" scale, with a long tail extending toward the higher values. ### Histogram Bin Analysis (Estimated Values) The histogram consists of light blue bars with dark outlines. * **Primary Peak:** The highest frequency density occurs in the first bin (approx. 0 to 600 tokens), reaching a density of **0.06%**. * **Initial Decay:** There is a sharp drop-off in frequency as token count increases. * Bin 2 (~600-1200): ~0.039% * Bin 3 (~1200-1800): ~0.016% * Bin 4 (~1800-2400): ~0.013% * **Secondary Clusters:** There are small "bumps" or local clusters in the tail: * A small cluster around the **6000** token mark. * A small cluster between **8000 and 10000** tokens. * **The Tail:** The data continues sparsely up to approximately 12,500 tokens. ### Statistical Threshold (Spatial Grounding) * **Feature:** Dashed Blue Line. * **Placement:** Positioned vertically at the **6343.60** mark on the X-axis. * **Significance:** This represents the **90th Percentile**. Visually, this confirms that 90% of the total area under the histogram bars lies to the left of this line (below 6343.60 tokens), while only 10% of the data exceeds this value. --- ## 5. Summary of Findings This technical visualization indicates that the dataset is dominated by short sequences (under 2000 tokens). While the range extends significantly to over 12,000 tokens, these high-token instances are outliers or rare occurrences, as evidenced by the 90th percentile cutoff appearing relatively early in the overall horizontal span of the chart.