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Azalea (on HyDEV-Daisy)
2022-10-01 13:34:56 -04:00
parent 57df75093d
commit 428d5afc58
189 changed files with 569260 additions and 51 deletions
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experiments/bdj-features.csv
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Time,NR,NREF,NFIX,NAUTH,LOC_ADD_AVG,LOC_ADD_MAX,LOC_DEL_AVG,LOC_DEL_MAX,CHURN_AVG,CHURN_MAX,CHURN_MIN,LABEL
2005-06-01,2887,3.908908406524467,1138,16,78.0371012482663,6925,127.0253120665742,39468,-48.988210818307905,5459,-38123,True
2005-12-01,3665,2.9649122807017543,1156,25,69.74303659202621,42458,88.21108683779356,9387,-18.46805024576734,42458,-9387,True
2006-06-01,2922,3.5873568939771032,1184,26,352.065775950668,32314,394.2531688934567,32353,-42.18739294278863,4869,-6522,True
2006-12-01,2929,2.186558901682905,1268,26,17448.638414217363,191208,17430.94976076555,93912,17.688653451811348,106387,-43155,True
2007-06-01,2790,1.5035067048196151,4912,33,15106.016870064608,202213,15116.413854989232,202272,-10.396984924623116,48566,-48567,False
2007-12-01,2497,2.260359508041627,1115,42,65.85760128359406,16727,114.55274769354192,16047,-48.69514640994785,15089,-10634,True
2008-06-01,1731,1.616618982460505,1761,39,49.037637521713954,5533,91.504342790967,7720,-42.46670526925304,3712,-3633,True
2008-12-01,1921,2.203940004477278,1024,36,92.08085550339071,20244,137.08346374543558,24756,-45.002608242044865,20229,-24712,False
2009-06-01,3196,2.1076519996917624,2146,35,366.6033834586466,355066,495.7684837092732,355066,-129.16510025062658,355066,-355066,True
2009-12-01,2714,2.2025068546807676,1912,32,56.27970479704797,10288,117.34243542435425,27278,-61.06273062730627,6948,-27276,True
2010-06-01,2014,1.7932522123893806,1458,36,61.36734693877551,19136,120.07864609258337,11462,-58.711299153807865,19136,-5490,False
2010-12-01,2365,2.137230684781117,1776,45,91.71483050847458,68581,105.88601694915255,7350,-14.171186440677966,68581,-7323,False
2011-06-01,3244,1.9779608192341942,2549,63,611.3495985176035,155758,701.156578134651,160175,-89.80697961704756,155756,-160175,True
2011-12-01,3994,3.1144416778394945,3516,77,2022.5906696764484,109002,2087.927514421871,105322,-65.33684474542262,45283,-46317,True
2012-06-01,4771,2.1535384190922886,2437,84,2364.060466092799,255513,2425.782699979005,265406,-61.722233886206176,255513,-265406,False
2012-12-01,5446,2.706719984394811,2144,91,2065.1136447223244,99979,2105.8008458992276,99598,-40.68720117690327,74178,-73905,False
2013-06-01,5299,3.2257450252308866,3060,87,3450.5947835947836,221122,3515.6639576639577,221132,-65.06917406917407,221120,-221130,True
2013-12-01,4841,2.2911978821972205,1803,112,4612.2565694185805,216639,4645.154355472791,216627,-32.897786054210634,87667,-87748,True
2014-06-01,6086,2.579002883060263,3187,109,9660.02500822639,1385153,9734.745804540968,1385195,-74.72079631457716,1383954,-1383954,False
2014-12-01,6073,2.5543744489076126,4207,139,4895.357131079967,1513366,4968.420774938169,1513361,-73.06364385820281,1513079,-1513074,True
2015-06-01,5682,2.1949491838620263,3816,124,3375.5504053577724,279229,3386.942016214311,278882,-11.391610856538597,163464,-163393,False
2015-12-01,6032,2.252532022639261,2726,124,1627.777390438247,289847,1685.5620849933598,289870,-57.78469455511288,168972,-168969,True
2016-06-01,6308,2.1248836900172803,2705,120,1896.544834153309,1669389,1972.1058562132994,1669525,-75.56102205999048,1668803,-1668554,False
2016-12-01,6147,2.4559266619655107,3030,139,2355.7291530944626,272422,2426.777035830619,272083,-71.04788273615635,170448,-173540,True
2017-06-01,6256,2.1890726096333575,3560,139,1273.0401728553138,226323,1339.7792893725991,227192,-66.73911651728554,112567,-100314,False
2017-12-01,5308,1.9894098922624877,2287,130,2129.248679245283,270899,2193.9416981132076,299553,-64.69301886792452,103079,-122739,False
2018-06-01,4819,1.9880960253951458,3028,114,3177.881521513199,317003,3245.686967366452,299415,-67.80544585325296,137701,-122271,True
2018-12-01,4118,2.040124095139607,4331,123,3432.9656934306568,255531,3442.2659367396595,255587,-9.300243309002433,224126,-220712,False
2019-06-01,6096,1.6556003420056187,4205,113,2424.821123521682,222116,2538.0909986859397,222077,-113.26987516425756,50536,-82970,True
2019-12-01,6628,2.4380450984745172,11290,158,2379.052265861027,459270,2437.5052870090635,459130,-58.45302114803626,256018,-255999,False
2020-06-01,8793,2.5573428369614075,6474,147,1957.2486055776892,467576,1992.4454183266932,467544,-35.19681274900398,273989,-279495,False
2020-12-01,7424,2.609527172154059,4707,122,1899.2510787486515,474408,1993.6004584681768,474281,-94.34937971952534,246819,-246819,False
2021-06-01,6583,1.8672716273442227,4428,115,2933.588288973384,1355302,3016.4311787072243,1441561,-82.84288973384031,246065,-246063,True
2021-12-01,5632,2.20932307823057,4580,113,483.1200213371266,630813,482.90913940256047,636747,0.2108819345661451,206237,-206261,False
2022-06-01,6555,2.137995271190084,3600,109,1447.7125400946998,650414,1483.406903925462,650424,-35.69436383076218,202161,-202164,False
1 Time NR NREF NFIX NAUTH LOC_ADD_AVG LOC_ADD_MAX LOC_DEL_AVG LOC_DEL_MAX CHURN_AVG CHURN_MAX CHURN_MIN LABEL
2 2005-06-01 2887 3.908908406524467 1138 16 78.0371012482663 6925 127.0253120665742 39468 -48.988210818307905 5459 -38123 True
3 2005-12-01 3665 2.9649122807017543 1156 25 69.74303659202621 42458 88.21108683779356 9387 -18.46805024576734 42458 -9387 True
4 2006-06-01 2922 3.5873568939771032 1184 26 352.065775950668 32314 394.2531688934567 32353 -42.18739294278863 4869 -6522 True
5 2006-12-01 2929 2.186558901682905 1268 26 17448.638414217363 191208 17430.94976076555 93912 17.688653451811348 106387 -43155 True
6 2007-06-01 2790 1.5035067048196151 4912 33 15106.016870064608 202213 15116.413854989232 202272 -10.396984924623116 48566 -48567 False
7 2007-12-01 2497 2.260359508041627 1115 42 65.85760128359406 16727 114.55274769354192 16047 -48.69514640994785 15089 -10634 True
8 2008-06-01 1731 1.616618982460505 1761 39 49.037637521713954 5533 91.504342790967 7720 -42.46670526925304 3712 -3633 True
9 2008-12-01 1921 2.203940004477278 1024 36 92.08085550339071 20244 137.08346374543558 24756 -45.002608242044865 20229 -24712 False
10 2009-06-01 3196 2.1076519996917624 2146 35 366.6033834586466 355066 495.7684837092732 355066 -129.16510025062658 355066 -355066 True
11 2009-12-01 2714 2.2025068546807676 1912 32 56.27970479704797 10288 117.34243542435425 27278 -61.06273062730627 6948 -27276 True
12 2010-06-01 2014 1.7932522123893806 1458 36 61.36734693877551 19136 120.07864609258337 11462 -58.711299153807865 19136 -5490 False
13 2010-12-01 2365 2.137230684781117 1776 45 91.71483050847458 68581 105.88601694915255 7350 -14.171186440677966 68581 -7323 False
14 2011-06-01 3244 1.9779608192341942 2549 63 611.3495985176035 155758 701.156578134651 160175 -89.80697961704756 155756 -160175 True
15 2011-12-01 3994 3.1144416778394945 3516 77 2022.5906696764484 109002 2087.927514421871 105322 -65.33684474542262 45283 -46317 True
16 2012-06-01 4771 2.1535384190922886 2437 84 2364.060466092799 255513 2425.782699979005 265406 -61.722233886206176 255513 -265406 False
17 2012-12-01 5446 2.706719984394811 2144 91 2065.1136447223244 99979 2105.8008458992276 99598 -40.68720117690327 74178 -73905 False
18 2013-06-01 5299 3.2257450252308866 3060 87 3450.5947835947836 221122 3515.6639576639577 221132 -65.06917406917407 221120 -221130 True
19 2013-12-01 4841 2.2911978821972205 1803 112 4612.2565694185805 216639 4645.154355472791 216627 -32.897786054210634 87667 -87748 True
20 2014-06-01 6086 2.579002883060263 3187 109 9660.02500822639 1385153 9734.745804540968 1385195 -74.72079631457716 1383954 -1383954 False
21 2014-12-01 6073 2.5543744489076126 4207 139 4895.357131079967 1513366 4968.420774938169 1513361 -73.06364385820281 1513079 -1513074 True
22 2015-06-01 5682 2.1949491838620263 3816 124 3375.5504053577724 279229 3386.942016214311 278882 -11.391610856538597 163464 -163393 False
23 2015-12-01 6032 2.252532022639261 2726 124 1627.777390438247 289847 1685.5620849933598 289870 -57.78469455511288 168972 -168969 True
24 2016-06-01 6308 2.1248836900172803 2705 120 1896.544834153309 1669389 1972.1058562132994 1669525 -75.56102205999048 1668803 -1668554 False
25 2016-12-01 6147 2.4559266619655107 3030 139 2355.7291530944626 272422 2426.777035830619 272083 -71.04788273615635 170448 -173540 True
26 2017-06-01 6256 2.1890726096333575 3560 139 1273.0401728553138 226323 1339.7792893725991 227192 -66.73911651728554 112567 -100314 False
27 2017-12-01 5308 1.9894098922624877 2287 130 2129.248679245283 270899 2193.9416981132076 299553 -64.69301886792452 103079 -122739 False
28 2018-06-01 4819 1.9880960253951458 3028 114 3177.881521513199 317003 3245.686967366452 299415 -67.80544585325296 137701 -122271 True
29 2018-12-01 4118 2.040124095139607 4331 123 3432.9656934306568 255531 3442.2659367396595 255587 -9.300243309002433 224126 -220712 False
30 2019-06-01 6096 1.6556003420056187 4205 113 2424.821123521682 222116 2538.0909986859397 222077 -113.26987516425756 50536 -82970 True
31 2019-12-01 6628 2.4380450984745172 11290 158 2379.052265861027 459270 2437.5052870090635 459130 -58.45302114803626 256018 -255999 False
32 2020-06-01 8793 2.5573428369614075 6474 147 1957.2486055776892 467576 1992.4454183266932 467544 -35.19681274900398 273989 -279495 False
33 2020-12-01 7424 2.609527172154059 4707 122 1899.2510787486515 474408 1993.6004584681768 474281 -94.34937971952534 246819 -246819 False
34 2021-06-01 6583 1.8672716273442227 4428 115 2933.588288973384 1355302 3016.4311787072243 1441561 -82.84288973384031 246065 -246063 True
35 2021-12-01 5632 2.20932307823057 4580 113 483.1200213371266 630813 482.90913940256047 636747 0.2108819345661451 206237 -206261 False
36 2022-06-01 6555 2.137995271190084 3600 109 1447.7125400946998 650414 1483.406903925462 650424 -35.69436383076218 202161 -202164 False