Linea LXP Witch Address Data Chart Analysis Data Source: Nansen Chart Interpretation: 1. Horizontal Axis (X-axis: LXP Value) • Ranges from 65 to 11,050, representing the LXP accumulated by addresses. • The further to the right, the higher the LXP, indicating more frequent or higher engagement within the Linea ecosystem. 2. Vertical Axis (Y-axis: Number of Addresses) • Represents the number of addresses within a specific LXP range. • The higher the value, the more concentrated the addresses in that range. 3. Color Meaning • Red: Sybil addresses (identified as witch addresses) • Green: Non-Sybil addresses (normal active users) Key Observations: • Low to mid-range LXP (around 65–2,000): This range has the highest number of addresses, with a significant proportion in red (Sybil). The 1,000–2,000 LXP range peaks with nearly 40k addresses in a single range, most of which are Sybil. This indicates that a large number of farming addresses engage in limited, patterned interactions, concentrated in the lower to mid-range. • Mid to high-range LXP (2,000–6,000): The number of addresses gradually decreases, but the proportion of green (non-Sybil) increases significantly. This suggests that as interaction depth increases, Sybil activity drops sharply, leaving more genuine user addresses. • High-range LXP (6,000+): The total number of addresses is sparse, but nearly all are green (non-Sybil). This indicates that users with high-intensity participation are almost exclusively genuine. Conclusion: 1. Linea’s LXP incentive program is heavily targeted by Sybil attacks: Especially in the low LXP range, Sybil addresses dominate, highlighting the prevalence of bot farming behavior. 2. Depth of interaction acts as a natural barrier against Sybil: As LXP increases, Sybil activity drops significantly, indicating that genuine active user addresses are more willing to invest consistently. 3. Future distribution strategies should favor mid-to-high-range users: If rewards are distributed based on the current distribution, low-range Sybil addresses will dilute the earnings of genuine users.