data/forecasting/tech_adoption.csv

date,five_g_adoption_pct,four_g_pct,three_g_pct,five_g_towers_cumulative,avg_5g_speed_mbps,monthly_migration_rate,five_g_revenue_premium_pct
2023-01-31,2.0,72.59,25.41,26,229.5,0.13,12.8
2023-02-28,2.0,74.32,23.68,43,262.3,0.02,13.9
2023-03-31,2.0,73.28,24.72,63,258.5,0.0,12.6
2023-04-30,2.0,74.38,23.62,80,259.2,0.0,12.0
2023-05-31,3.54,73.16,23.3,109,262.5,1.54,14.6
2023-06-30,3.19,73.3,23.51,135,282.5,0.12,14.4
2023-07-31,4.73,72.14,23.13,174,257.0,1.79,10.1
2023-08-31,6.92,71.35,21.74,226,286.1,2.05,11.6
2023-09-30,7.49,69.51,22.99,279,299.3,0.48,14.3
2023-10-31,7.53,69.49,22.97,332,287.9,0.18,14.0
2023-11-30,9.26,68.26,22.48,399,298.5,1.62,14.3
2023-12-31,11.84,67.27,20.89,479,301.4,2.44,16.5
2024-01-31,12.37,65.79,21.84,566,311.6,0.74,18.4
2024-02-29,15.54,64.74,19.71,662,344.5,3.15,14.8
2024-03-31,19.45,61.39,19.16,792,324.4,3.88,17.3
2024-04-30,22.05,59.2,18.75,930,366.4,2.55,18.1
2024-05-31,27.01,55.76,17.23,1097,386.7,5.02,19.8
2024-06-30,28.44,54.91,16.65,1276,402.1,1.32,18.0
2024-07-31,31.66,52.34,16.0,1470,447.1,3.4,21.5
2024-08-31,35.35,50.78,13.87,1692,433.6,3.76,21.8
2024-09-30,39.55,48.05,12.41,1936,485.3,4.19,26.0
2024-10-31,42.72,45.9,11.38,2201,496.6,3.12,24.4
2024-11-30,47.73,41.64,10.63,2492,507.4,5.02,24.2
2024-12-31,48.45,41.61,9.94,2790,512.2,0.82,23.2
2025-01-31,51.34,39.46,9.2,3106,529.2,3.15,26.1
2025-02-28,54.23,37.8,7.97,3439,529.6,3.04,25.9
2025-03-31,55.37,36.89,7.74,3784,557.6,1.24,26.7
2025-04-30,57.56,35.2,7.24,4139,550.7,2.19,28.5
2025-05-31,58.83,33.34,7.83,4501,567.3,1.4,28.6
2025-06-30,60.36,33.13,6.51,4866,542.1,1.5,29.0
2025-07-31,59.54,33.83,6.62,5232,557.7,0.03,30.6
2025-08-31,62.13,31.64,6.23,5616,592.5,2.7,29.8
2025-09-30,62.03,31.92,6.05,5994,567.2,0.06,33.2
2025-10-31,62.84,30.85,6.31,6378,593.4,0.74,29.6
2025-11-30,62.82,31.35,5.83,6754,580.7,0.0,28.8
2025-12-31,64.82,30.38,4.8,7147,613.9,2.05,27.7