HTS Code 8542.32.00.21 - US Import Trends and Trade Data — Panjiva Trendspotting
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Trend report HTS Code 8542.32.00.21

United States Import Trends of HTS Code 8542.32.00.21 — Electrical mach...
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8542.32.00.21 Electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: Electronic integrated circuits; parts thereof: Electronic integrated circuits: Memories: Electronic integrated circuits: Dynamic read-write random access: Over 256 megabits but not over 512 megabits

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$38,277,188.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-01 $53,093,621.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-02 $38,455,993.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-03 $31,376,704.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-04 $20,481,261.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-05 $18,309,267.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-06 $24,247,557.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-07 $25,715,881.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-08 $33,357,584.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-09 $25,268,638.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-10 $28,570,053.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-11 $24,326,388.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2009-12 $32,495,229.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-01 $35,164,651.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-02 $35,701,068.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-03 $21,904,758.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-04 $24,795,775.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-05 $22,175,317.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-06 $23,530,440.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-07 $25,465,842.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-08 $27,294,736.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-09 $23,496,685.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-10 $37,234,504.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-11 $21,979,303.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2010-12 $20,893,623.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-01 $17,580,068.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-02 $15,549,629.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-03 $11,190,200.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-04 $16,590,855.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-05 $16,325,954.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-06 $12,700,103.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-07 $16,106,489.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-08 $14,226,488.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-09 $15,071,794.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-10 $18,143,480.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-11 $13,909,699.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2011-12 $11,348,813.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-01 $12,965,849.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-02 $14,549,981.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-03 $11,471,599.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-04 $14,282,004.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-05 $18,958,646.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-06 $33,827,715.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-07 $42,277,995.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-08 $36,428,726.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-09 $46,413,876.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-10 $39,563,102.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-11 $34,494,796.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2012-12 $27,482,370.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-01 $30,657,592.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-02 $29,889,922.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-03 $26,523,669.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-04 $21,671,930.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-05 $18,954,579.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-06 $23,582,454.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-07 $25,725,800.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-08 $24,461,688.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-09 $24,670,361.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-10 $25,438,250.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-11 $24,895,301.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2013-12 $17,733,862.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-01 $17,447,065.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-02 $20,949,834.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-03 $18,160,647.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-04 $19,430,749.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-05 $17,081,590.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-06 $15,231,181.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-07 $15,392,781.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-08 $13,971,152.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-09 $12,634,658.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-10 $11,815,649.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-11 $10,602,241.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2014-12 $12,143,296.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-01 $13,047,495.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-02 $12,474,666.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-03 $7,256,084.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-04 $5,479,269.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-05 $5,861,752.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-06 $4,604,838.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-07 $5,866,855.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-08 $4,345,303.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-09 $7,413,928.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-10 $6,041,362.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-11 $5,800,461.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2015-12 $4,263,725.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-01 $7,981,348.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-02 $5,271,195.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-03 $5,699,015.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-04 $5,440,850.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-05 $6,312,033.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-06 $4,405,871.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-07 $5,122,651.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-08 $3,553,907.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-09 $5,846,110.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-10 $3,747,229.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-11 $4,439,153.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2016-12 $0.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2017-01 $0.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2017-02 $0.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2017-03 $0.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2017-04 $0.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2017-05 $0.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2017-06 $0.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits imported by the US in 2017-07

Value of Goods (USD) entering United States last year

Top 10 Suppliers
Taiwan $18,018,532
Singapore $2,119,826
South Korea $882,498
Japan $678,030
China $620,401
Subscribers only $124,347
Subscribers only $97,898
Israel $42,000
Subscribers only $26,475
Subscribers only $21,600

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Taiwan exported $18,018,532.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. Singapore exported $2,119,826.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. South Korea exported $882,498.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. Japan exported $678,030.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. China exported $620,401.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $124,347.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $97,898.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. Israel exported $42,000.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $26,475.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $21,600.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $21,500.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $15,960.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. Germany exported $8,465.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $8,316.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $6,942.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $6,324.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $5,960.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US. A country, available to Panjiva subscribers, exported $3,976.00 of HTS Code 8542.32.00.21 — electrical machinery and equipment and parts thereof; sound recorders and reproducers, television image and sound recorders and reproducers, and parts and accessories of such articles: electronic integrated circuits; parts thereof: electronic integrated circuits: memories: electronic integrated circuits: dynamic read-write random access: over 256 megabits but not over 512 megabits to the US.

Change in market share last year

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A country, available to Panjiva subscribers, increased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by 34.791%.
A country, available to Panjiva subscribers, increased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by 0.486%.
A country, available to Panjiva subscribers, increased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by 0.463%.
A country, available to Panjiva subscribers, increased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by 0.209%.
Thailand increased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by 0.093%.
Switzerland increased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by 0.088%.
Hong Kong increased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by 0.063%.

Germany decreased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by -0.076%.
France decreased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by -0.275%.
Philippines decreased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by -0.365%.
A country, available to Panjiva subscribers, decreased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by -5.906%.
A country, available to Panjiva subscribers, decreased in shipments of HTS Code 8542.32.00.21 — dynamic read-write random access (dram), over 256 megabits but not over 512 mb to the US by -29.852%.

Heatmap Key

Top Global Suppliers (in $1,000 exported)

                      2009                       2010                       2011                       2012                 2013      
Country Trend Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul
 
All sparkline   38,277 53,094 38,456 31,377 20,481 18,309 24,248 25,716 33,358 25,269 28,570 24,326 32,495 35,165 35,701 21,905 24,796 22,175 23,530 25,466 27,295 23,497 37,235 21,979 20,894 17,580 15,550 11,190 16,591 16,326 12,700 16,106 14,226 15,072 18,143 13,910 11,349 12,966 14,550 11,472 14,282 18,959 33,828 42,278 36,429 46,414 39,563 34,495 27,482 30,658 29,890 26,524 21,672 18,955 23,582 25,726 24,462 24,670 25,438 24,895 17,734 17,447 20,950 18,161 19,431 17,082 15,231 15,393 13,971 12,635 11,816 10,602 12,143 13,047 12,475 7,256 5,479 5,862 4,605 5,867 4,345 7,414 6,041 5,800 4,264 7,981 5,271 5,699 5,441 6,312 4,406 5,123 3,554 5,846 3,747 4,439 0 0 0 0 0 0 0  
1. Japan sparkline   5,174 3,709 11,282 4,216 3,463 5,479 5,364 7,991 17,445 8,116 9,804 9,532 15,365 20,400 22,093 6,419 7,575 8,485 7,775 9,943 4,814 8,322 15,642 9,032 6,850 4,555 2,023 1,225 4,642 3,521 2,541 5,845 4,124 4,040 6,315 6,493 1,601 4,084 5,798 3,788 6,835 7,537 15,354 26,006 21,742 27,383 21,551 22,010 12,390 15,173 15,699 14,534 13,674 11,790 15,058 17,805 15,403 16,392 12,543 11,842 7,112 7,846 11,544 6,126 6,359 5,829 7,844 9,437 8,724 6,923 8,376 6,226 5,657 8,571 8,596 3,323 1,352 1,338 1,683 1,316 1,957 3,488 1,393 2,051 1,533 2,879 1,494 2,552 1,448 1,841 654 371 159 122 0 26 0 0 0 0 0 0 0  
2. Singapore sparkline   19,275 27,235 10,382 12,470 5,416 4,812 5,278 6,806 4,904 4,831 7,261 4,997 4,499 4,420 4,754 5,963 6,595 6,030 5,955 5,137 4,400 6,146 13,310 6,117 7,516 5,702 6,008 4,009 6,519 5,846 4,650 4,434 4,492 5,045 4,970 2,819 2,702 2,767 3,936 2,239 4,045 5,009 9,684 11,015 8,286 11,276 8,174 5,036 8,340 10,001 8,176 5,540 3,966 2,911 4,236 2,932 4,609 3,277 8,092 4,835 5,291 3,375 3,231 5,872 8,525 6,977 3,737 2,601 2,427 2,875 1,172 1,488 2,866 1,999 1,001 1,326 1,738 1,228 1,047 2,694 455 608 1,076 697 269 2,429 472 778 324 311 381 510 276 511 561 263 0 0 0 0 0 0 0  
3. Taiwan sparkline   2,393 7,562 2,502 1,871 3,216 982 4,093 1,670 3,532 5,065 978 1,816 3,838 1,922 1,351 1,569 1,440 1,775 3,162 2,934 9,674 3,212 4,229 3,660 2,551 3,189 2,968 1,900 1,685 2,433 1,720 2,588 1,465 2,884 3,659 2,131 3,777 2,681 2,329 1,881 1,875 3,290 6,409 2,063 3,452 4,869 6,152 3,087 4,138 3,318 3,658 4,102 2,761 1,953 2,519 3,940 2,701 2,066 3,450 5,961 3,829 5,210 5,084 5,210 3,482 3,314 2,566 2,451 2,164 1,911 1,163 2,194 2,930 1,710 2,282 1,603 1,891 1,305 1,283 1,341 1,556 2,556 3,085 1,909 2,090 2,556 2,912 2,268 3,521 3,890 2,988 4,019 2,662 4,824 2,865 3,649 0 0 0 0 0 0 0  
4. South Korea sparkline   9,244 8,665 6,175 5,829 6,130 6,031 7,074 7,010 6,502 6,021 9,389 6,628 7,583 7,462 5,930 6,822 8,459 5,254 6,156 6,565 8,030 5,554 3,800 2,828 3,603 3,730 3,945 3,687 3,242 3,716 3,612 2,477 3,124 2,699 2,246 1,880 2,966 2,361 1,974 2,766 1,187 1,843 1,062 1,638 1,423 1,190 1,198 3,001 1,423 1,614 1,921 1,789 858 1,494 1,468 606 901 2,532 914 1,862 1,259 719 761 624 443 655 690 420 524 656 962 586 486 580 391 874 183 1,752 230 175 325 349 177 865 135 72 194 13 61 156 8.97 168 107 253 189 165 0 0 0 0 0 0 0  
5. China sparkline   1,195 3,549 5,573 4,955 1,860 709 1,572 1,997 888 669 788 885 910 633 1,447 988 551 444 188 845 260 68 138 320 306 371 472 96 207 395 71 455 577 292 779 253 244 1,003 361 749 289 1,091 1,197 1,295 1,475 1,574 2,150 1,307 1,131 552 381 441 360 201 183 414 790 326 341 245 204 224 274 227 350 237 282 358 53 253 37 87 40 45 28 96 162 99 191 204 34 259 150 143 113 40 186 82 87 92 156 45 231 87 92 166 0 0 0 0 0 0 0  
6. Subscribers only sparkline   913 1,766 2,299 1,567 153 0 0 0 0 0 33 0 0 143 0 28 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.54 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
7. Subscribers only sparkline   58 547 98 105 171 237 209 117 76 153 241 165 115 148 26 80 117 55 95 4.65 30 45 37 3.78 15 0 23 3.66 0 2.38 0 6.65 375 9.47 57 50 44 16 21 27 15 50 4.12 21 27 13 21 15 25 0 32 13 2.79 106 13 6.45 11 23 0 17 4.15 15 9.63 79 3.70 18 6.21 13 22 0 0 0 0 7.50 0 0 0 0 45 0 0 0 2.06 0 54 0 0 0 0 22 0 0 0 0 8.47 0 0 0 0 0 0 0 0  
8. Malaysia sparkline   16 17 51 34 23 20 122 17 0 111 17 43 127 23 52 0 49 3.00 136 27 66 103 53 3.36 36 34 27 0 6.37 412 40 33 0 2.98 3.75 22 3.40 2.80 56 0 11 62 24 175 11 91 276 25 0 0 20 52 17 425 15 4.03 9.15 0 31 28 0 0 25 5.61 4.87 29 0 15 0 2.83 2.17 2.52 61 19 23 8.83 0 0 0 0 2.42 4.26 9.49 3.55 19 0 0 2.80 0 0 16 0 59 0 9.70 56 0 0 0 0 0 0 0  
9. Subscribers only sparkline   0 0 0 0 0 0 0 0 3.34 0 6.63 0 0 0 0 5.87 0 2.32 3.90 0 0 0 0 0 0 0 0 240 240 0 48 260 52 0 48 257 0 9.91 48 0 0 0 0 4.85 0 14 4.10 0 0 0 0 0 0 0 0 0 0 0 3.99 27 3.88 0 0 0 257 0 80 27 8.79 0 83 0 0 100 77 3.85 112 89 115 112 7.45 142 127 112 45 3.73 0 0 0 0 0 0 0 37 18 43 0 0 0 0 0 0 0  
10. Subscribers only sparkline   0 13 5.68 25 0 19 512 92 0 233 51 0 56 0 0 2.55 2.60 16 3.00 0 3.42 0 23 12 3.05 0 32 9.63 31 0 17 0 6.74 15 0 0 0 16 9.90 23 17 18 0 5.41 0 3.93 34 0 9.04 0 2.97 0 30 58 2.86 7.48 23 6.81 0 44 0 6.83 13 3.06 0 0 0 58 35 3.60 6.75 0 15 3.00 14 0 5.76 0 0 10 0 5.27 2.32 0 0 0 0 3.74 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0  
11. Subscribers only sparkline   0 0 55 6.44 28 0 2.39 4.59 5.00 0 0 8.40 0 0 0 25 0 0 0 0 0 0 0 0 6.34 0 0 2.19 0 0 0 0 5.01 0 17 0 12 7.93 7.20 0 7.72 25 0 41 7.20 0 2.43 0 9.65 0 0 3.92 0 0 81 0 2.35 18 26 0 0 5.23 2.02 2.28 0 20 5.14 2.08 8.59 2.26 0 0 31 0 3.86 0 2.09 0 0 4.25 0 0 0 0 2.17 2.14 7.96 0 0 0 0 0 13 4.41 4.55 4.41 0 0 0 0 0 0 0  
12. Subscribers only sparkline   0 7.03 28 0 0 0 0 3.45 0 0 0 248 0 0 0 0 4.83 4.17 46 0 0 0 0 0 0 0 0 0 0 0 0 2.19 0 16 24 0 0 0 0 0 0 0 0 6.66 0 0 0 8.14 15 0 0 0 0 0 0 0 0 3.45 0 0 3.89 0 0 0 0 0 0 5.27 0 0 0 0 0 6.24 24 3.44 0 0 0 0 3.96 0 7.93 0 0 0 0 0 0 0 5.74 0 3.99 3.35 0 8.62 0 0 0 0 0 0 0  
13. United Kingdom sparkline   0 0 0 0 0 0 0 5.50 0 68 0 0 0 15 0 0 0 5.84 6.95 11 12 0 0 0 0 0 51 0 13 0 0 0 2.30 0 21 0 0 0 0 0 0 3.34 86 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 46 2.44 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 12 0 0 0 0 0 0 6.18 0 0 0 0 8.32 0 0 0 0 0 0 0  
14. Subscribers only sparkline   0 0 0 280 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.96 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 16 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
15. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 10 0 0 0 0 0 0 0 0 0 3.20 0 0 0 0 0 0 0 0 61 0 0 0 17 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.74 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 190 0 0 0 0 0 0 0 0 0 0 0 0  
16. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 92 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.80 0 0 18 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.94 0 0 0 0 0 0 0 0 0 0 0  
17. Subscribers only sparkline   0 0 0 0 4.29 0 6.44 0 0 2.15 2.15 0 2.14 0 7.82 0 0 0 0 0 0 11 0 0 0 0 0 0 6.46 0 0 3.08 0 0 0 0 0 0 0 0 0 31 0 0 0 0 0 0 0 0 0 2.92 0 0 0 0 0 0 8.48 0 0 0 0 3.85 0 0 0 0 0 0 0 0 9.61 0 0 0 0 0 0 0 0 2.96 0 0 0 0 6.27 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
18. Subscribers only sparkline   0 19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.07 2.77 2.13 2.13 3.03 0 0 0 0 6.73 13 4.31 34 2.74 0 2.51 0 0 0 0 2.43 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
19. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.06 0 0 0 0 0 0 0 0 0 0 3.33 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 37 0 0 0 0 48 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
20. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.20 0 2.12 0 0 0 0 0 0 0 0 0 0 6.80 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 26 0 0 0 0 0 0 0 0 0 0 4.23 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 42 0 0 0 0 0 0 0 0 0 0  
21. Switzerland sparkline   0 0 0 3.78 0 0 0 0 0 0 0 0 0 0 0 0 0 5.00 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.76 0 0 0 0 0 2.10 3.23 2.80 0 0 0 0 0 0 0 0 0 0 0 2.23 2.23 2.23 0 2.30 5.90 0 0 0 0 0 11 0 4.90 0 0 0 0 0 0 0 0 0 0 0 0 0 0 22 0 0 0 0 0 0 0  
22. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.74 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.00 0 0 0 0 0 0 0 0 11 0 0 12 15 0 30 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
23. Subscribers only sparkline   0 0 0 2.69 7.65 5.03 4.00 0 0 0 0 0 0 0 0 0 2.32 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.80 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.08 3.31 0 0 0 0 0 0 19 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.53 0 0 0 0 0 0 0 0 0 0 0 0 0 5.96 0 0 0 0 0 0 0 0 0  
24. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 33 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.80 0 0 0 0 0 0 0 0 0 0 0 4.40 0 0 0 0 0 0 0 0 0 12 7.68 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
25. Subscribers only sparkline   0 0 0 0 0 7.22 7.03 0 0 0 0 0 0 0 27 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 7.38 2.36 0 0 0 0 0 0 0 0 0 0 3.75 0 0 0 0 4.26 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
26. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 31 0 0 0 7.74 0 9.94 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
27. Subscribers only sparkline   10 2.13 0 0 0 3.94 2.62 2.62 3.27 0 0 3.94 0 0 2.00 2.00 0 0 0 0 0 0 0 0 2.30 0 0 0 0 0 0 0 0 0 0 0 0 0 9.78 0 0 0 0 0 2.75 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
28. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 0 0 0 0 15 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
29. Subscribers only sparkline   0 3.00 0 3.56 0 4.38 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 5.55 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.98 0 0 0 0 0 0 0 0 0 0 0  
30. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.50 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 15 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
31. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 14 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
32. Subscribers only sparkline   0 0 0 8.82 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 3.55 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
33. Subscribers only sparkline   0 0 0 0 10 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
34. Denmark sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.50 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
35. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 6.32 0 0 0 0 0 0 0  
36. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.95 0 0 0 0 2.95 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
37. Subscribers only sparkline   0 0 4.62 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
38. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 4.59 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
39. Subscribers only sparkline   0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 2.95 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0 0  
* n/a denotes missing data