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Resistant to penicillin

Streptococcus pneumoniae bacteria © CDC

GRAM estimates the global prevalence of Streptococcus pneumoniae complex infections with observed resistance to penicillin over time. Results are based on a detailed systematic review and statistical analysis. To view preliminary findings visit the interactive data visualization tool on the IHME website.