Discrepancy between blockchain.info live unconfirmed transactions page and chart

You’re not missing anything. If the two where sourced from the same full node, they should show the same data. It appears that there are two distinct sources used for the graph.

Sharp decline in mempool chart with slow recovery

By the way, the mempool chart of today indicates that the full node sourcing the mempool count chart was uncleanly shut down today, which is not reflected in the other count either. On a clean restart, it would have simply reloaded the persisted mempool state, but instead it took hours to build up transactions in the mempool. (Alternatively that full node predates Bitcoin Core 0.14.0 when the feature was introduced.)

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