Published data

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T00:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A 0 N/A N/A N/A 25,558 N/A N/A 16,759 15,602 N/A N/A N/A 1,157 N/A 478 N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batches

Batch #973

Published on April 1, 2021, 6:21 AM PDT

The Total antibody tests (specimens) figure we have been capturing for Arizona is actually Total antibody tests (people). Arizona also provides a true Total antibody tests (specimens) number on their dashboard. We are moving our Total antibody tests (specimens) timeseries into Total antibody tests (specimens), and will begin capturing Total antibody tests (specimens) from their data dashboard, and backfill this timeseries through 07/16/20 from the graph on Arizona's dashboard.

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 N/A totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A 0 N/A N/A N/A 25,558 N/A N/A 16,759 15,602 N/A N/A N/A 1,157 N/A 478 N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #655

Published on December 10, 2020, 12:10 PM PST

On December 10, 2020, we backfilled Arizona's Total PCR Tests (specimens) from 3/2-12/8 using data that appeared on Arizona's dashboard on December 8, 2020.

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 N/A totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 25,558 N/A N/A 16,759 15,602 N/A N/A N/A 1,157 N/A 478 N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #331

Published on September 25, 2020, 6:33 AM PDT

AZ's historical testing timeseries represents unique people, not specimens, according to outreach

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 N/A totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 16,759 15,602 N/A N/A N/A 1,157 N/A 478 N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #72

Published on August 12, 2020, 11:46 AM PDT

backfill

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 N/A totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 16,759 N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A 478 N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #-594

Published on August 9, 2020, 6:03 PM PDT

Updating 5800 rows for AK, AL, AR, AS, AZ, CA, CO, CT, DC, DE, FL, GA, GU, HI, IA, ID, IL, IN, KS, KY, LA, MA, MD, ME, MI, MN, MO, MP, MS, MT, NC, ND, NE, NH, NJ, NM, NV, NY, OH, OK, OR, PA, PR, RI, SC, SD, TN, TX, UT, VA, VI, VT, WA, WI, WV, WY

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T00:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 16,759 N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A 478 N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #-595

Published on August 9, 2020, 5:07 PM PDT

Updating 5827 rows for AK, AL, AR, AS, AZ, CA, CO, CT, DC, DE, FL, GA, GU, HI, IA, ID, IL, IN, KS, KY, LA, MA, MD, ME, MI, MN, MO, MP, MS, MT, NC, ND, NE, NH, NJ, NM, NV, NY, OH, OK, OR, PA, PR, RI, SC, SD, TN, TX, UT, VA, VI, VT, WA, WI, WV, WY

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T00:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A 478 N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #-758

Published on June 23, 2020, 5:04 PM PDT

Updating 112 rows for AZ

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T00:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 16,759 N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A 478 N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #-780

Published on June 15, 2020, 8:02 AM PDT

Updating 201 rows for AZ, CA, DC, VI, WA, WV, WY

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T00:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 16,759 N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A N/A N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #-806

Published on June 2, 2020, 4:02 AM PDT

Updating 4944 rows for AK, AL, AR, AS, AZ, CA, CO, CT, DC, DE, FL, GA, GU, HI, IA, ID, IL, IN, KS, KY, LA, MA, MD, ME, MI, MN, MO, MP, MS, MT, NC, ND, NE, NH, NJ, NM, NV, NY, OH, OK, OR, PA, PR, RI, SC, SD, TN, TX, UT, VA, VI, VT, WA, WI, WV, WY

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T00:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A N/A N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #-850

Published on May 12, 2020, 3:07 PM PDT

Updating 1772 rows for AK, AL, AR, AS, AZ, CA, CO, CT, DC, DE, FL, GA, GU, HI, IA, ID, IL, IN, KS, KY, LA, MA, MD, ME, MI, MN, MO, MP, MS, MT, NC, ND, NE, NH, NJ, NM, NV, NY, OH, OK, OR, PA, PR, RI, SC, SD, TN, TX, UT, VA, VI, VT, WA, WI, WV, WY

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T20:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A N/A N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #-872

Published on May 5, 2020, 1:01 PM PDT

Updating 3004 rows for AK, AL, AR, AS, AZ, CA, CO, CT, DC, DE, FL, GA, GU, HI, IA, ID, IL, IN, KS, KY, LA, MA, MD, ME, MI, MN, MO, MP, MS, MT, NC, ND, NE, NH, NJ, NM, NV, NY, OH, OK, OR, PA, PR, RI, SC, SD, TN, TX, UT, VA, VI, VT, WA, WI, WV, WY

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T20:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A N/A N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #-953

Published on April 8, 2020, 9:00 AM PDT

Updating 39 rows for AR, AZ, LA

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T20:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A N/A N/A N/A N/A N/A N/A N/A 20 N/A N/A

Batch #-965

Published on April 2, 2020, 3:00 PM PDT

Updating 432 rows for AK, AL, AR, AS, AZ, CA, CO, CT, DC, DE, FL, GA, GU, HI, IA, ID, IL, IN, KS, KY, LA, MA, MD, ME, MI, MN, MO, MP, MS, MT, NC, ND, NE, NH, NJ, NM, NV, NY, OH, OK, OR, PA, PR, RI, SC, SD, TN, TX, UT, VA, VI, VT, WA, WI, WV, WY

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T20:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A 78 N/A 30 N/A N/A N/A N/A 20 N/A N/A

Batch #-969

Published on March 30, 2020, 2:36 PM PDT

Daily update for 20200330

Metadata Antigen tests Antibody tests PCR tests Cases Hospitalization Outcomes
Date Date checked Total test results source Total antigen tests (people) Positive antigen tests (people) Negative antigen tests (people) Total antigen tests (specimens) Positive antigen tests (specimens) Negative antigen tests (specimens) Total antibody tests (people) Positive antibody tests (people) Negative antibody tests (people) Total antibody tests (specimens) Positive antibody tests (specimens) Negative antibody tests (specimens) Total PCR tests (test encounters) Total PCR tests (specimens) Positive PCR tests (specimens) Negative PCR tests (specimens) Total PCR tests (people) Negative PCR tests (people) Pending Confirmed Cases Probable Cases Cases (confirmed plus probable) Currently hospitalized/Now hospitalized Cumulative hospitalized/Ever hospitalized Currently in ICU/Now in ICU Cumulative in ICU/Ever in ICU Currently on ventilator/Now on ventilator Cumulative on ventilator/Ever on ventilator Hospital discharges Recovered Deaths (confirmed and probable) Deaths (confirmed) Deaths (probable)
2020-03-30 2020-03-30T20:00:00Z totalTestsViral N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A N/A 15,602 N/A N/A N/A 1,157 N/A N/A N/A N/A N/A N/A N/A N/A 20 N/A N/A