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Stock-Based Compensation - Valuation Assumptions (Details)
12 Months Ended
Jan. 31, 2022
Jan. 31, 2021
Jan. 31, 2020
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Dividend yield (as a percent) 0.00% 0.00% 0.00%
Shares estimated to be purchased under ESPP      
Share-based Compensation Arrangement by Share-based Payment Award [Line Items]      
Expected life (years) 6 months 6 months 6 months
Expected volatility, minimum 45.54% 51.44% 42.41%
Expected volatility, maximum 59.24% 65.48% 60.86%
Risk-free rate, minimum 0.05% 0.12% 1.93%
Risk-free rate, maximum 0.06% 0.29% 2.52%