Albums ----------------- TreatmentWk1 --------------- from_TreatmentWk1 to_TreatmentWk1 zero_in_interval diff lwr upr p adj 1: Increase +2 (10.99) No Change (8.99) FALSE -0.699526 -1.12162 -0.277435 0.000308475 2: Increase +1 (9.99) No Change (8.99) FALSE -0.720911 -1.13861 -0.303211 0.000158529 ----------------- country_code --------------- Empty data.table (0 rows) of 7 cols: from_country_code,to_country_code,zero_in_interval,diff,lwr,upr... ----------------- relative_to_default --------------- Empty data.table (0 rows) of 7 cols: from_relative_to_default,to_relative_to_default,zero_in_interval,diff,lwr,upr... ----------------- TreatmentWk1:country_code --------------- from_TreatmentWk1 to_TreatmentWk1 from_country_code to_country_code zero_in_interval diff lwr upr p adj 1: Increase +1 (9.99) No Change (8.99) GB GB FALSE -1.01558 -1.92957 -0.101584 1.49816e-02 2: Increase +2 (10.99) No Change (8.99) GB GB FALSE -1.38918 -2.31316 -0.465206 6.00673e-05 ----------------- TreatmentWk1:relative_to_default --------------- from_TreatmentWk1 to_TreatmentWk1 from_relative_to_default to_relative_to_default zero_in_interval diff lwr upr p adj 1: Increase +1 (9.99) No Change (8.99) Zero Overrides Zero Overrides FALSE -0.822075 -1.42865 -0.2155038 0.000898859 2: Increase +2 (10.99) No Change (8.99) Zero Overrides Zero Overrides FALSE -0.694906 -1.29914 -0.0906709 0.010931573 ----------------- country_code:relative_to_default --------------- Empty data.table (0 rows) of 9 cols: from_country_code,to_country_code,from_relative_to_default,to_relative_to_default,zero_in_interval,diff... ----------------- TreatmentWk1:country_code:relative_to_default --------------- from_TreatmentWk1 to_TreatmentWk1 from_country_code to_country_code from_relative_to_default to_relative_to_default zero_in_interval diff lwr upr p adj 1: Increase +1 (9.99) No Change (8.99) GB GB Zero Overrides Zero Overrides FALSE -1.2499 -2.41901 -0.0807757 0.01897036 2: Increase +2 (10.99) No Change (8.99) GB GB Zero Overrides Zero Overrides FALSE -1.3534 -2.52445 -0.1823542 0.00486689 Looking at change in UNITS for ALBUMS goruping by 'country_code', 'discretized_tracks', 'relative_to_default', 'OverridePerc' & 'multi_cd' Tracks ----------------- TreatmentWk1 --------------- from_TreatmentWk1 to_TreatmentWk1 zero_in_interval diff lwr upr p adj 1: Increase +2 (10.99) No Change (8.99) FALSE 2.30662 0.938136 3.6751 0.000234179 ----------------- country_code --------------- Empty data.table (0 rows) of 7 cols: from_country_code,to_country_code,zero_in_interval,diff,lwr,upr... ----------------- relative_to_default --------------- Empty data.table (0 rows) of 7 cols: from_relative_to_default,to_relative_to_default,zero_in_interval,diff,lwr,upr... ----------------- TreatmentWk1:country_code --------------- from_TreatmentWk1 to_TreatmentWk1 from_country_code to_country_code zero_in_interval diff lwr upr p adj 1: Increase +1 (9.99) No Change (8.99) GB GB FALSE 3.29666 0.180698 6.41262 0.02723994 2: Increase +2 (10.99) No Change (8.99) GB GB FALSE 4.00810 0.903024 7.11318 0.00149786 ----------------- TreatmentWk1:relative_to_default --------------- from_TreatmentWk1 to_TreatmentWk1 from_relative_to_default to_relative_to_default zero_in_interval diff lwr upr p adj 1: Increase +2 (10.99) No Change (8.99) Zero Overrides Zero Overrides FALSE 2.30889 0.382869 4.2349 0.00628811 ----------------- country_code:relative_to_default --------------- Empty data.table (0 rows) of 9 cols: from_country_code,to_country_code,from_relative_to_default,to_relative_to_default,zero_in_interval,diff... ----------------- TreatmentWk1:country_code:relative_to_default --------------- from_TreatmentWk1 to_TreatmentWk1 from_country_code to_country_code from_relative_to_default to_relative_to_default zero_in_interval diff lwr upr p adj 1: Increase +2 (10.99) No Change (8.99) GB GB Zero Overrides Zero Overrides FALSE 4.04514 0.175412 7.91488 0.0267805 Looking at change in UNITS for TRACKS goruping by 'country_code', 'discretized_tracks', 'relative_to_default', 'OverridePerc' & 'multi_cd' Total Units transac_type_abbr country_code units revenue avg_rev_per_unit avg_change_09.99 sigg_09.99 avg_change_10.99 sigg_10.99 total_change_in_revenue_10.99 total_change_in_revenue_09.99 1: DA DE 675 4819.053 7.139338 -0.05885419 -0.03644720 -175.6410 -283.6215 2: DT DE 3841 3488.519 0.908232 -0.05095954 0.09600583 334.9182 -177.7733 3: DA ES 172 1186.330 6.897268 -0.07591540 -0.03063568 -36.3440 -90.0607 4: DT ES 855 776.538 0.908232 0.09487455 0.15916667 123.5990 73.6737 5: DA FR 339 2488.492 7.340684 -0.00963274 0.00467984 11.6457 -23.9710 6: DT FR 2228 2023.541 0.908232 0.05516959 0.09188988 185.9429 111.6379 7: DA GB 1288 9257.463 7.187471 -0.10415793 ** -0.11278350 *** -1044.0891 -964.2381 8: DT GB 11445 9712.157 0.848594 0.28434170 0.33709530 ** 3273.9224 2761.5713