customer_id stringlengths 11 11 | operator stringclasses 4
values | month stringdate 2025-09-01 00:00:00 2025-09-01 00:00:00 | customer_segment stringclasses 4
values | total_revenue_ngn float64 500 150k | voice_revenue_ngn float64 100 59.9k | data_revenue_ngn float64 201 89.7k | sms_revenue_ngn float64 25.4 22.3k | vas_revenue_ngn float64 25.1 29.7k | tenure_months int64 1 120 | churn_risk stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|
CUST2997779 | Airtel | 2025-09 | light | 658.7 | 171.3 | 339.8 | 67.89 | 112.74 | 37 | low |
CUST2412067 | MTN | 2025-09 | light | 1,928.19 | 691.37 | 851.54 | 247.71 | 117.84 | 119 | low |
CUST9132690 | MTN | 2025-09 | light | 866.36 | 331.41 | 447.73 | 68.23 | 81.34 | 39 | low |
CUST9069311 | MTN | 2025-09 | heavy | 21,925.57 | 5,709.16 | 11,140.62 | 2,794.75 | 1,997.33 | 70 | medium |
CUST1699226 | Glo | 2025-09 | medium | 2,929.73 | 902.9 | 1,544.51 | 283.95 | 207.58 | 85 | low |
CUST7617383 | Airtel | 2025-09 | heavy | 8,888.43 | 1,828.07 | 3,616.87 | 749.14 | 548.5 | 47 | high |
CUST7444785 | Glo | 2025-09 | medium | 2,606.99 | 959.37 | 1,222.27 | 190.86 | 378.35 | 119 | low |
CUST1311325 | Airtel | 2025-09 | light | 929.55 | 232.98 | 478.35 | 78.03 | 117.1 | 78 | high |
CUST8903919 | MTN | 2025-09 | light | 820.14 | 304.43 | 455.44 | 54.36 | 146.22 | 26 | high |
CUST1766218 | MTN | 2025-09 | medium | 3,531.01 | 845 | 1,574.23 | 513.46 | 399.38 | 61 | low |
CUST9091984 | MTN | 2025-09 | enterprise | 26,572 | 9,678.64 | 14,850.93 | 3,555.92 | 1,780.6 | 93 | low |
CUST6330752 | MTN | 2025-09 | heavy | 15,055.81 | 4,021.83 | 7,223.67 | 1,738.57 | 1,916.99 | 74 | low |
CUST4397402 | Glo | 2025-09 | light | 1,398.61 | 425.68 | 608.11 | 183.49 | 79.45 | 81 | medium |
CUST1481586 | Airtel | 2025-09 | heavy | 20,693.17 | 6,986.18 | 8,483.23 | 2,777.37 | 2,961.85 | 7 | low |
CUST6586123 | Airtel | 2025-09 | heavy | 24,401.06 | 5,857.74 | 12,855.19 | 1,535.64 | 2,056.07 | 97 | medium |
CUST4909129 | MTN | 2025-09 | enterprise | 135,911.62 | 38,498.9 | 68,694.82 | 15,137.1 | 16,176 | 58 | low |
CUST6414200 | Airtel | 2025-09 | enterprise | 35,322.25 | 7,385.09 | 15,240.34 | 2,048.59 | 3,841.43 | 72 | low |
CUST4978436 | MTN | 2025-09 | light | 1,169.95 | 285.54 | 488.05 | 134.35 | 124.94 | 7 | low |
CUST4953599 | Glo | 2025-09 | light | 532.18 | 127.3 | 307.19 | 49.02 | 95.43 | 44 | low |
CUST5519951 | Airtel | 2025-09 | heavy | 23,606.71 | 7,430.53 | 13,284.18 | 2,444.99 | 1,798.41 | 102 | low |
CUST4001883 | Glo | 2025-09 | medium | 6,793.99 | 1,673.12 | 3,031.41 | 1,006.86 | 1,173.83 | 96 | low |
CUST4957199 | 9mobile | 2025-09 | heavy | 22,115.53 | 8,121.71 | 10,377.59 | 2,161.29 | 2,609.66 | 91 | low |
CUST2575426 | Airtel | 2025-09 | light | 578.78 | 152.2 | 333.72 | 57.38 | 86.03 | 117 | low |
CUST6259306 | MTN | 2025-09 | heavy | 10,499.29 | 3,454.7 | 5,621.48 | 1,218.81 | 1,306.62 | 55 | low |
CUST8008513 | Glo | 2025-09 | heavy | 21,514.79 | 5,466.25 | 10,744.23 | 2,787.74 | 2,935.08 | 27 | low |
CUST2446467 | MTN | 2025-09 | heavy | 18,646.26 | 3,892.71 | 10,552.94 | 1,824.48 | 2,726.7 | 51 | low |
CUST4393761 | 9mobile | 2025-09 | heavy | 9,981.72 | 3,081.92 | 4,192.1 | 1,397.4 | 1,537.17 | 74 | low |
CUST4254008 | MTN | 2025-09 | light | 978.98 | 204.04 | 498.22 | 97.63 | 189.05 | 17 | low |
CUST5573186 | Glo | 2025-09 | heavy | 21,446.4 | 5,728.04 | 10,001.49 | 1,488.01 | 2,105.74 | 66 | low |
CUST5344820 | MTN | 2025-09 | medium | 5,455.5 | 1,656.96 | 2,296.65 | 546.37 | 355.85 | 61 | high |
CUST9627665 | Glo | 2025-09 | light | 1,581.36 | 337.37 | 655.92 | 229.58 | 87.34 | 3 | low |
CUST7335627 | Glo | 2025-09 | heavy | 12,380.76 | 4,363.89 | 6,798.25 | 1,021.84 | 1,446.06 | 83 | low |
CUST3134292 | Glo | 2025-09 | light | 1,887.15 | 645.65 | 853.98 | 272.17 | 249.39 | 1 | high |
CUST1828581 | Glo | 2025-09 | enterprise | 30,791.15 | 8,220.54 | 13,205.52 | 2,747.01 | 4,193.02 | 17 | high |
CUST3185412 | Glo | 2025-09 | light | 1,046.79 | 336.47 | 546.1 | 101.1 | 165.13 | 43 | low |
CUST4106838 | Airtel | 2025-09 | light | 1,707.95 | 390.71 | 768.06 | 110.13 | 188.43 | 77 | low |
CUST7617429 | Airtel | 2025-09 | medium | 7,945.02 | 2,642.78 | 4,249.5 | 447.43 | 1,291.96 | 98 | low |
CUST7102899 | MTN | 2025-09 | medium | 2,570.72 | 562.52 | 1,407.65 | 376.5 | 281.13 | 86 | low |
CUST4869895 | Airtel | 2025-09 | medium | 2,297.62 | 581.73 | 1,134.03 | 321.23 | 366.89 | 18 | low |
CUST7112758 | MTN | 2025-09 | light | 1,126.31 | 427.63 | 649.87 | 104.94 | 63.16 | 102 | low |
CUST7023006 | Glo | 2025-09 | heavy | 19,275.71 | 6,114.8 | 10,221.85 | 1,777.6 | 1,041.99 | 94 | high |
CUST7072429 | MTN | 2025-09 | medium | 5,413.55 | 1,242.39 | 2,175.96 | 573.22 | 684.38 | 89 | high |
CUST9695643 | Airtel | 2025-09 | light | 1,044.21 | 296.27 | 570.24 | 109.63 | 95.83 | 44 | low |
CUST2619053 | Airtel | 2025-09 | heavy | 11,225.02 | 4,442.27 | 5,716.36 | 1,532.52 | 1,836.65 | 90 | low |
CUST7354809 | MTN | 2025-09 | medium | 3,459.82 | 1,184.88 | 1,645.7 | 258.67 | 594.11 | 12 | low |
CUST3879850 | 9mobile | 2025-09 | light | 1,439.28 | 375.81 | 720.1 | 147.26 | 239.33 | 3 | low |
CUST3450803 | MTN | 2025-09 | light | 623.36 | 190.59 | 256.15 | 71.43 | 42.41 | 34 | low |
CUST4950797 | Glo | 2025-09 | heavy | 11,923.28 | 4,473.51 | 5,823.6 | 1,435.51 | 1,350.93 | 59 | low |
CUST6262371 | Airtel | 2025-09 | medium | 5,109.66 | 1,890.56 | 2,100.66 | 672.91 | 434.33 | 67 | low |
CUST9763880 | Airtel | 2025-09 | medium | 7,727.38 | 1,652.64 | 3,838.65 | 627.93 | 1,182.51 | 15 | low |
CUST1024789 | 9mobile | 2025-09 | medium | 4,149.14 | 861.14 | 1,998.17 | 370.49 | 622.33 | 12 | medium |
CUST8287762 | Glo | 2025-09 | enterprise | 46,281.7 | 13,813.84 | 19,545.73 | 3,614.18 | 7,577.85 | 69 | medium |
CUST7427870 | MTN | 2025-09 | medium | 6,110.61 | 1,993.71 | 3,226.37 | 397.25 | 948.35 | 8 | low |
CUST2527636 | Airtel | 2025-09 | light | 1,074 | 316.54 | 576.56 | 110.83 | 141.93 | 73 | low |
CUST1782920 | 9mobile | 2025-09 | light | 1,012.27 | 274.74 | 567.44 | 53.66 | 108.86 | 92 | low |
CUST7314677 | 9mobile | 2025-09 | heavy | 8,224.77 | 2,119.64 | 4,547.76 | 696.74 | 1,028.09 | 65 | low |
CUST4309056 | 9mobile | 2025-09 | medium | 6,827.62 | 2,684.57 | 3,618.49 | 621.74 | 400.81 | 28 | low |
CUST4651621 | Glo | 2025-09 | light | 1,795.85 | 626.33 | 1,070.13 | 122.48 | 212.23 | 7 | low |
CUST4369199 | Glo | 2025-09 | light | 1,996.26 | 479.37 | 925.71 | 188.82 | 198.19 | 65 | low |
CUST2487949 | MTN | 2025-09 | medium | 4,216.23 | 1,438.44 | 2,359.2 | 223.14 | 559.11 | 62 | high |
CUST5997699 | 9mobile | 2025-09 | medium | 6,590.65 | 1,515.23 | 3,692.18 | 632.82 | 682.76 | 55 | medium |
CUST5611951 | MTN | 2025-09 | heavy | 20,254.7 | 6,197.7 | 10,627.12 | 2,233.94 | 1,693.98 | 12 | medium |
CUST4857787 | MTN | 2025-09 | light | 951.24 | 268.08 | 496.78 | 132.24 | 68.86 | 22 | low |
CUST1787163 | Glo | 2025-09 | medium | 3,980.87 | 964.86 | 1,642.04 | 494.46 | 553.32 | 39 | low |
CUST3725903 | Glo | 2025-09 | light | 888.47 | 220.54 | 424.25 | 87.18 | 73.48 | 77 | low |
CUST8952503 | MTN | 2025-09 | medium | 2,727.63 | 733.19 | 1,577.61 | 321.86 | 494.2 | 23 | low |
CUST8173314 | MTN | 2025-09 | medium | 5,842.47 | 1,522.12 | 2,901.19 | 848.46 | 1,103.58 | 51 | medium |
CUST8605905 | Glo | 2025-09 | light | 964.51 | 373.43 | 404.99 | 54.31 | 50.44 | 57 | low |
CUST7361476 | Glo | 2025-09 | light | 1,169.09 | 342.93 | 585.96 | 94.15 | 120.45 | 13 | low |
CUST9834575 | Glo | 2025-09 | medium | 7,897.6 | 2,913.2 | 3,714.9 | 474 | 1,049.47 | 22 | low |
CUST5487437 | MTN | 2025-09 | light | 1,724.84 | 613.41 | 976.32 | 152.25 | 312.54 | 36 | low |
CUST7141862 | Glo | 2025-09 | enterprise | 73,748.69 | 26,764.67 | 39,352.5 | 4,652.16 | 6,147.91 | 74 | low |
CUST1241871 | Glo | 2025-09 | medium | 2,413.5 | 741.06 | 1,167.69 | 219.81 | 177.11 | 107 | low |
CUST9073895 | Glo | 2025-09 | heavy | 21,040.74 | 8,160.14 | 11,575.14 | 1,119.72 | 1,899.76 | 22 | low |
CUST6898768 | MTN | 2025-09 | heavy | 9,658.96 | 3,034.66 | 5,676.47 | 1,422.48 | 1,624.9 | 104 | low |
CUST5880677 | Glo | 2025-09 | heavy | 16,021.15 | 5,452.75 | 7,264.02 | 1,963.43 | 2,199.57 | 68 | medium |
CUST9494982 | 9mobile | 2025-09 | light | 769.31 | 240.85 | 381.64 | 66.93 | 97.32 | 68 | low |
CUST1004902 | Glo | 2025-09 | heavy | 9,703.3 | 2,834.7 | 5,525.76 | 1,041.15 | 492.74 | 71 | medium |
CUST7499574 | MTN | 2025-09 | light | 1,229.14 | 298.6 | 682.81 | 181.64 | 81.66 | 3 | low |
CUST7292074 | Glo | 2025-09 | light | 1,502.62 | 451.22 | 702.36 | 190.46 | 266.76 | 82 | low |
CUST7337959 | MTN | 2025-09 | light | 655.14 | 138.47 | 392 | 60.67 | 82.25 | 94 | low |
CUST1112807 | Airtel | 2025-09 | medium | 2,435.3 | 612.72 | 1,423.42 | 193.33 | 228.81 | 108 | low |
CUST4752731 | 9mobile | 2025-09 | light | 1,934.62 | 420.23 | 794.24 | 274.39 | 289.73 | 114 | low |
CUST2424965 | MTN | 2025-09 | medium | 4,701.82 | 1,228.77 | 2,352.18 | 525.65 | 849.47 | 85 | high |
CUST7991261 | Airtel | 2025-09 | heavy | 9,861.87 | 2,086.74 | 4,955.07 | 562.17 | 1,064.25 | 5 | low |
CUST1336377 | MTN | 2025-09 | heavy | 16,849.7 | 3,571.19 | 8,302.6 | 1,336.74 | 1,398.58 | 102 | medium |
CUST9845356 | Airtel | 2025-09 | light | 1,284.72 | 443.28 | 616.16 | 134.43 | 245.64 | 18 | low |
CUST8403565 | 9mobile | 2025-09 | light | 1,221.2 | 283.25 | 645.95 | 81.46 | 220.03 | 55 | low |
CUST1387559 | 9mobile | 2025-09 | light | 1,338.97 | 279.84 | 572.45 | 152.97 | 89.31 | 59 | medium |
CUST4484542 | MTN | 2025-09 | medium | 3,648.78 | 1,079.95 | 2,060.99 | 506.1 | 484.1 | 36 | low |
CUST2022763 | 9mobile | 2025-09 | heavy | 20,375.1 | 4,346.77 | 10,567.22 | 1,845.55 | 2,112.33 | 90 | high |
CUST7607513 | Airtel | 2025-09 | light | 1,683.88 | 511.37 | 696.08 | 125.24 | 135.72 | 87 | low |
CUST3834461 | Airtel | 2025-09 | enterprise | 96,974 | 35,199.02 | 44,972.6 | 9,574.15 | 11,354.83 | 3 | low |
CUST2051277 | 9mobile | 2025-09 | enterprise | 118,792.54 | 40,727.3 | 49,692.89 | 6,003.46 | 18,320.66 | 95 | medium |
CUST6135778 | MTN | 2025-09 | medium | 7,801.91 | 2,356.65 | 4,127.94 | 1,104.87 | 986.35 | 75 | low |
CUST1443640 | MTN | 2025-09 | light | 1,007.19 | 299.4 | 506.31 | 93.69 | 181.38 | 43 | low |
CUST8051343 | MTN | 2025-09 | heavy | 17,856.56 | 5,907.49 | 10,252.96 | 1,021.14 | 3,446.27 | 99 | low |
CUST7478375 | Glo | 2025-09 | light | 1,584.99 | 329.89 | 789.36 | 202.34 | 130.43 | 45 | high |
CUST9646901 | MTN | 2025-09 | light | 1,702.56 | 410.42 | 775.85 | 180.58 | 223.63 | 59 | low |
CUST9134553 | Airtel | 2025-09 | light | 1,208.54 | 304.16 | 600.72 | 100.84 | 224.37 | 72 | low |
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