Also, the results of the inner query produced the same results:
sqlContext.sql("SELECT s.date AS edate , s.account AS s_acc , d.account AS
d_acc , s.ad as s_ad , d.ad as d_ad , s.spend AS s_spend ,
d.spend_in_dollar AS d_spend FROM swig_pin_promo_lt s INNER JOIN
dps_pin_promo_lt d ON (s.date = d.date AND s.account = d.account AND s.ad =
d.ad) WHERE s.date >= '2016-01-03' AND d.date >= '2016-01-03'").count()
RESULT:23747
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