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As per official numbers (with vast dataset comprising almost 4 million births per year):
Local copy of underlying data:
2021 CDC data (latest original/archive)
2018 CDC data (2018-19 original/archive)
2017 CDC data (2017-18 original/archive)
Data and chart (based on the above data): Infant mortality pre- and post-COVID-19
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