year,income_quintile,reading_share_of_aggregate_pct,reading_mean_usd,reading_mean_se_usd,reading_mean_rse_pct,reading_budget_share_published_pct,reading_budget_share_calculated_pct,total_expenditure_mean_usd,total_expenditure_aggregate_share_pct,consumer_units_thousands,aggregate_reading_million_usd,aggregate_source_cell,mean_source_cell
2014,1,9.2,48.0,3.48,7.29,0.2,0.20242061316577406,23713.0,8.9,25364.0,13086.0,C153,C534
2014,2,13.7,71.0,4.89,6.91,0.2,0.21164967507303403,33546.0,12.5,25384.0,13086.0,D153,D534
2014,3,16.4,84.0,4.74,5.63,0.2,0.18504240555127216,45395.0,17.0,25499.0,13086.0,E153,E534
2014,4,21.6,112.0,7.41,6.64,0.2,0.1853782875680686,60417.0,22.6,25349.0,13086.0,F153,F534
2014,5,39.0,201.0,8.7,4.33,0.2,0.1925969931872407,104363.0,39.0,25410.0,13086.0,G153,G534
2015,1,6.4,37.0,3.86,10.56,0.1,0.15120555782590928,24470.0,8.7,25672.0,14635.0,C153,C534
2015,2,14.4,82.0,10.29,12.5,0.2,0.23386475772181503,35063.0,12.5,25562.0,14635.0,D153,D534
2015,3,18.8,107.0,9.18,8.58,0.2,0.2330545391183133,45912.0,16.4,25700.0,14635.0,E153,E534
2015,4,23.6,134.0,15.6,11.61,0.2,0.2104568798982268,63671.0,22.8,25730.0,14635.0,F153,F534
2015,5,36.9,210.0,14.16,6.75,0.2,0.19003149093278315,110508.0,39.6,25773.0,14635.0,G153,G534
2016,1,10.9,64.0,8.3,12.89,0.3,0.25459463760044554,25138.0,8.8,25884.0,15268.0,C153,C534
2016,2,14.6,86.0,14.34,16.74,0.2,0.23388632036986673,36770.0,12.9,26019.0,15268.0,D153,D534
2016,3,16.3,96.0,9.29,9.65,0.2,0.2014098690835851,47664.0,16.6,25905.0,15268.0,E153,E534
2016,4,19.4,115.0,11.54,10.07,0.2,0.177168386997381,64910.0,22.6,25900.0,15268.0,F153,F534
2016,5,38.8,229.0,17.36,7.59,0.2,0.2040616283939726,112221.0,39.1,25842.0,15268.0,G153,G534
2017,1,8.8,48.0,9.17,19.02,0.2,0.18448057188977285,26019.0,8.7,25981.0,14285.0,C153,C534
2017,2,11.2,62.0,6.37,10.31,0.2,0.15776081424936386,39300.0,13.1,25988.0,14285.0,D153,D534
2017,3,18.6,102.0,11.47,11.2,0.2,0.20210025757875966,50470.0,16.8,26012.0,14285.0,E153,E534
2017,4,23.6,130.0,15.14,11.68,0.2,0.19229631382758416,67604.0,22.6,26100.0,14285.0,F153,F534
2017,5,37.8,208.0,16.21,7.8,0.2,0.17779601326631791,116988.0,38.9,25921.0,14285.0,G153,G534
2018,1,12.6,68.0,12.56,18.39,0.3,0.25758551460282586,26399.0,8.6,26333.0,14178.0,C153,C534
2018,2,17.6,95.0,13.56,14.24,0.2,0.23769015212169736,39968.0,13.1,26315.0,14178.0,D153,D534
2018,3,16.5,89.0,8.76,9.79,0.2,0.17205049392023816,51729.0,16.9,26196.0,14178.0,E153,E534
2018,4,21.5,116.0,12.62,10.88,0.2,0.16779737021018068,69131.0,22.5,26221.0,14178.0,F153,F534
2018,5,31.7,171.0,11.19,6.55,0.1,0.1439624182318721,118781.0,38.9,26374.0,14178.0,G153,G534
2019,1,13.2,61.0,11.39,18.72,0.2,0.21275111607142858,28672.0,9.1,26367.0,12167.0,C153,C534
2019,2,13.4,62.0,9.57,15.45,0.2,0.15319233050009884,40472.0,12.8,26387.0,12167.0,D153,D534
2019,3,19.7,90.0,16.37,18.12,0.2,0.16966726364407578,53045.0,16.9,26578.0,12167.0,E153,E534
2019,4,20.3,94.0,9.47,10.11,0.1,0.13207255560395093,71173.0,22.5,26375.0,12167.0,F153,F534
2019,5,33.4,153.0,13.8,9.0,0.1,0.1258523825583404,121571.0,38.7,26536.0,12167.0,G153,G534
2020,1,12.0,68.0,16.27,23.78,0.2,0.23673583066425288,28724.0,9.4,26295.0,14953.0,C153,C534
2020,2,15.1,86.0,18.67,21.74,0.2,0.21559288042115818,39890.0,13.0,26268.0,14953.0,D153,D534
2020,3,17.4,99.0,12.2,12.37,0.2,0.19207263837960536,51543.0,16.9,26330.0,14953.0,E153,E534
2020,4,19.7,112.0,11.99,10.66,0.2,0.15568096522198438,71942.0,23.4,26209.0,14953.0,F153,F534
2020,5,35.8,204.0,26.79,13.12,0.2,0.17763845350052246,114840.0,37.3,26133.0,14953.0,G153,G534
2021,1,10.3,59.0,10.34,17.62,0.2,0.19113026013152354,30869.0,9.2,26642.0,15229.0,C153,C534
2021,2,13.7,78.0,12.36,15.84,0.2,0.17760371601621203,43918.0,13.1,26677.0,15229.0,D153,D534
2021,3,13.5,77.0,9.44,12.26,0.1,0.13771148549558251,55914.0,16.7,26626.0,15229.0,E153,E534
2021,4,24.0,137.0,14.24,10.43,0.2,0.1819775782370756,75284.0,22.5,26801.0,15229.0,F153,F534
2021,5,38.6,220.0,15.64,7.13,0.2,0.1715894644068854,128213.0,38.5,26849.0,15229.0,G153,G534
2022,1,12.1,71.0,11.17,15.81,0.2,0.21771127192444498,32612.0,8.9,26860.0,15644.0,C153,C534
2022,2,13.6,79.0,8.87,11.18,0.2,0.1657678829972512,47657.0,13.1,26830.0,15644.0,D153,D534
2022,3,15.6,91.0,10.73,11.78,0.1,0.14689265536723164,61950.0,16.9,26698.0,15644.0,E153,E534
2022,4,21.4,124.0,18.69,15.01,0.2,0.1512988518369389,81957.0,22.5,26893.0,15644.0,F153,F534
2022,5,37.4,218.0,23.6,10.84,0.2,0.15499025978642628,140654.0,38.6,26810.0,15644.0,G153,G534
2023,1,11.0,65.0,11.61,17.93,0.2,0.1924443391757461,33776.0,8.7,26719.0,15749.0,C153,C534
2023,2,12.3,72.0,9.07,12.64,0.1,0.14717004272019296,48923.0,12.7,26984.0,15749.0,D153,D534
2023,3,15.1,88.0,7.35,8.35,0.1,0.13437781544428665,65487.0,17.0,27027.0,15749.0,E153,E534
2023,4,26.2,153.0,18.11,11.83,0.2,0.17401787948408817,87922.0,22.7,26902.0,15749.0,F153,F534
2023,5,35.5,208.0,15.09,7.27,0.1,0.13858074660377231,150093.0,38.9,26924.0,15749.0,G153,G534
2024,1,7.5,47.0,7.28,15.42,0.1,0.13410945614335446,35046.0,8.9,27139.0,17002.0,C151,C525
2024,2,12.0,75.0,9.4,12.54,0.1,0.14983817477124706,50054.0,12.8,27186.0,17002.0,D151,D525
2024,3,13.0,82.0,10.34,12.61,0.1,0.12257100149476831,66900.0,16.9,26959.0,17002.0,E151,E525
2024,4,19.4,122.0,11.38,9.35,0.1,0.13559774151958387,89972.0,22.9,27205.0,17002.0,F151,F525
2024,5,48.1,300.0,45.78,15.24,0.2,0.19954503731492199,150342.0,38.4,27272.0,17002.0,G151,G525
2025,1,5.9,33.0,5.03,15.07,0.1,0.08699090549624358,37935.0,9.3,27770.0,15644.0,C151,C525
2025,2,13.8,78.0,8.35,10.72,0.2,0.1517362124306974,51405.0,12.6,27543.0,15644.0,D151,D525
2025,3,16.0,91.0,10.84,11.96,0.1,0.1319165591522549,68983.0,16.9,27778.0,15644.0,E151,E525
2025,4,20.9,119.0,19.16,16.09,0.1,0.12899728997289972,92250.0,22.4,27353.0,15644.0,F151,F525
2025,5,43.4,248.0,30.09,12.15,0.2,0.15547419629871106,159512.0,38.8,27551.0,15644.0,G151,G525