Instructions

This single page web application displays which classes will stop posting as of June 2018. Classes most in danger are at the top. The classroom ids and the probabilites they will stop posting for the next 6 months as of June 2018.

Use this application to determine which classes need intervention: weather it be email, offers, or otherwise.

Top 100 defecting classrooms

Posts classroom_id Probabilty Zero Posts for next 6 months school_id_unique school_id_mean post_per_lesson_aka_popularity_mean # of posts
248 0.7725373748832692 78 78 44.0 47.0
350 0.754907251268876 107 107 2.0 14.0
80 0.754907251268876 45 45 nan 36.0
1124 0.7320553230121755 217 217 nan 8.0
321 0.7320553230121755 81 81 nan 9.0
184 0.6837843826291459 21 21 22.0 250.0
1435 0.6257968473031463 460 460 276.0 6.0
950 0.6213855620865115 160 160 133.0 35.0
2023 0.6213855620865115 748 748 390.0 20.0
1161 0.6134003156351545 14 14 912.0 10.0
542 0.6063498013000779 219 219 3.0 943.0
268 0.6062323952102743 84 84 2.0 66.0
1551 0.6062323952102743 461 461 121.0 9.0
1460 0.6026431998659472 335 335 140.0 1.0
1864 0.5981342453345896 636 636 nan 12.0
312 0.5981342453345896 97 97 nan 157.0
2043 0.5981342453345896 521 521 nan 23.0
829 0.5893346310317091 324 324 108.0 4468.0
1326 0.5820898823375142 390 390 518.0 762.0
1437 0.5772806041097708 443 443 1.0 7.0
1450 0.5772806041097708 468 468 67.0 11.0
2175 0.5753307173174756 481 481 252.0 30.0
2711 0.5753307173174756 162 162 99.0 43.0
1599 0.5716239840459091 510 510 185.0 989.0
1285 0.5700163333152962 292 292 79.0 524.0
935 0.5700163333152962 360 360 25.0 1028.0
2554 0.5690103378789602 844 844 nan 9.0
1825 0.5669958059378121 531 531 156.0 57.0
3193 0.5669958059378121 973 973 98.0 34.0
832 0.5634312022795497 325 325 113.0 431.0
1920 0.5512934340192336 506 506 nan 26.0
2253 0.5512934340192336 112 112 nan 31.0
1011 0.5046120616347124 366 366 140.0 480.0
968 0.5020448098030222 170 170 233.0 671.0
1028 0.4991883361020235 312 312 386.0 887.0
1283 0.497979467398034 403 403 1284.0 191.0
2640 0.4868312063125312 295 295 19.0 603.0
1625 0.4868312063125312 519 519 221.0 386.0
2549 0.4868312063125312 266 266 65.0 589.0
2931 0.4812275332947478 794 794 nan 43.0
971 0.4735658485603526 118 118 26.0 814.0
1573 0.4735658485603526 494 494 226.0 247.0
2325 0.4384763256174241 781 781 575.0 23.0
2403 0.4372879878185836 680 680 nan 80.0
2150 0.4372879878185836 521 521 nan 100.0
1891 0.4321025428409897 550 550 320.0 416.0
1591 0.4321025428409897 507 507 182.0 571.0
3175 0.4311980052310952 961 961 87.0 4.0
2725 0.4311980052310952 866 866 3.0 5.0
19 0.43000298848042906 12 12 643.0 323.0
2670 0.42892852066396403 597 597 nan 256.0
892 0.42706856740644666 223 223 330.0 2170.0
70 0.4266966414049329 41 41 nan 2742.0
278 0.42305019953465306 91 91 1.0 1389.0
2018 0.4229267126085143 738 738 318.0 3.0
311 0.4229267126085143 14 14 5.0 6.0
2049 0.4229267126085143 738 738 318.0 4.0
2458 0.4229267126085143 816 816 nan 6.0
1025 0.41911051815529504 312 312 56.0 329.0
976 0.41911051815529504 335 335 52.0 284.0
1300 0.4159620282292028 129 129 nan 326.0
433 0.4159620282292028 158 158 nan 459.0
2131 0.4159620282292028 431 431 nan 245.0
111 0.41358903338237774 42 42 1.0 1412.0
2055 0.4096748970452689 739 739 142.0 114.0
1606 0.4096748970452689 511 511 503.0 199.0
2709 0.4096748970452689 162 162 278.0 126.0
967 0.4096748970452689 170 170 233.0 322.0
1506 0.4096748970452689 485 485 156.0 131.0
2897 0.4096748970452689 899 899 158.0 127.0
431 0.4064617963287119 213 213 28.0 460.0
3138 0.39855667874212425 956 956 883.0 588.0
2209 0.3972604806364721 405 405 83.0 1334.0
188 0.39286295078771466 68 68 79.0 1515.0
1881 0.3909203948967976 549 549 148.0 861.0
2909 0.3870400600594219 903 903 154.0 1123.0
1204 0.3775107979488252 365 365 66.0 1084.0
2611 0.3759405352472061 856 856 nan 175.0
2939 0.3759405352472061 911 911 nan 353.0
2430 0.3759405352472061 824 824 nan 331.0
1247 0.3635561122363579 394 394 nan 309.0
591 0.3635561122363579 161 161 nan 211.0
1927 0.3635561122363579 158 158 nan 206.0
110 0.3580257523828962 42 42 1.0 3903.0
497 0.3515340523642075 42 42 73.0 425.0
1498 0.342892716609463 431 431 nan 1221.0
2632 0.3369352736169464 545 545 nan 656.0
1195 0.3352400547437564 390 390 518.0 1327.0
2666 0.33304165438819594 597 597 nan 641.0
1530 0.3313562356811992 358 358 377.0 1244.0
253 0.3243132228056278 80 80 30.0 2122.0
193 0.3243132228056278 70 70 6.0 3063.0
251 0.3243132228056278 80 80 30.0 2948.0
94 0.3196881479146358 46 46 207.0 2599.0
55 0.3127771294355113 30 30 4.0 4362.0
319 0.2753677966540741 88 88 nan 4287.0
549 0.2510885550563877 224 224 98.0 6673.0
163 0.2510885550563877 63 63 78.0 10125.0
1414 0.24197173103986835 460 460 nan 2241.0
371 0.2016855929852817 139 139 nan 8770.0
2591 0.2016855929852817 848 848 nan 1152.0
1357 0.2016855929852817 333 333 nan 1336.0

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