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GSC Spike Detection

GSC months where impressions > N× the keyword's median GSC, not corroborated by GT or GKP (both below their 75th percentile at that month). Only keywords with GT (147 months) + GKP data.

Overview Spiked keywords Bot-corrected
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Spikes by Country

Spike Timeline

Spikes vs Bot-corrected — counts over time

Snapshots written by bot_spike_counts_snapshot.py each refresh cycle. Run that script to populate.

Spiked keywords (live cross-shard scan)

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Keywords where processing.py flagged at least one month as a bot-driven GSC spike via is_uncorroborated_gsc_spike() — raw GSC > 10× its median AND GT/GKP not corroborating. Stored in processed_volume_trend_meta.bot_spike_months. Largest-bot month per keyword shown.

Bot-corrected keywords

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