3128:"too often I've seen meticulously documented reports being dismissed as TL;DR or just not acted upon because apparently no one wants to take the time to read the diffs and make a judgment call. AN/I also has its regulars who seem to delight in the drama (and often foment it), and the mischief they create sometimes complicates a thread so much that the core issues are lost. I also am a little tired of seeing complainants (myself included) criticized for choosing to file an AN/I report rather than pursing some other avenue. So, sometimes even if the report has its intended effect, the process of getting there is fraught with unpleasantness. For volunteer editors, this may not be worth it."
114:(AN/I), a noticeboard that is a key part of the conflict resolution process on the English Knowledge. This survey is intended to understand community sentiments around AN/I, and will not lead to immediate or imposed changes to AN/I from the Foundation. Rather the purpose of the survey is to fill in gaps in data that could lead to on wiki discussions about possible improvements to how AN/I cases are managed. Any changes would need to be backed by the volunteer community on the English Knowledge.
149:
representative of the general
Wikimedia user base. Furthermore, the findings presented in this report are based on the respondents' own assessment and understanding of their direct or secondhand experience with AN/I and, as such, they are limited in capturing the experiences only as perceived by the respondents. Other methods need to be explored in order to validate the information. We have gathered more information on the AN/I process in our
3237:
3021:
2717:
2412:
2133:
1805:
1661:
1534:
1289:
1146:
1013:
859:
732:
602:
452:
325:
198:
3134:"an ideal solution would address the thanklessness of both the Admin's and the involved editor's role. Find a way to motivate Admins to spend more time, not less, per case. Redistribute the workload load and review Admin decisions for signs that they are overworked and becoming burnt out." Other suggestions for increasing participation include, have a rotating "watch officer" to review inputs and disposition some of them."
3169:"There is a tendency to issue "boomerangs" against the filer of a complaint -- mostly justified, but sometimes not so. Because of this, I try to make certain that the report is fully justified and of a serious-enough nature that it's worth the risk of an unjustified sanction being levied against me. I'd say in general, the AN/I community is overly fond of finding reasons for issuing boomerangs."
72:
2359:"Complex interpersonal disputes, content disputes that have been ongoing for long enough or involve enough editors to have turned into conduct problems, complaints related to "incivility", any complaint whose specific circumstances touch on broader wiki-political issues and which therefore encourages a lot of soapboxing and off-topic personal commentary from observers."
2332:
problems. A complex problem may be something where the rules are ambiguous or contradictory, making solving a problem difficult, whereas a complicated problem could be a long running dispute between editors. Examples of these problems were described as cases that involved issues such as controversial topics, or issues involving civility problems and personal threats.
3340:"How ANI is currently built is extremely conducive for agenda driven editors to watch the page all the time and continue drama and other "power maneuvers" against "other factions" I think having some fundamental changes in design could incentives people to be civil and/or look for peaceful resolution, rather than always try to escalate."
150:
52:
47:
3480:
This research was prepared as part of a larger project to give
Wikimedia communities more data when making decisions about their policies, and the processes used to enforce them. Support and Safety and the Anti-Harassment Tools team are committed to providing resources for community-supported change,
3476:
The results of this survey, similar to some community discussions around improvements to AN/I, do not point to a single point of improvement. However, the findings do strongly point to several areas where contributors see opportunities for improvements. Some would involve technical solutions, such as
2068:
Generally, the descriptions and suggestions were that AN/I handled cases best that were "objective and obvious cases" and "clear cut ones." Specifically, vandalism, bots, and sockpuppeting were mentioned frequently. In their responses, survey participants did not always include specific problems that
3374:
Respondents also highlighted issues with uninvolved participants on the noticeboard; some contributions from participants uninvolved with the cases were seen as unhelpful or distracting. Some free text survey comments suggest to approach this problem by developing methods to sort or filter comments
130:
The survey asked the participants to complete 23 questions and included six with write-in answers. Answers from the six write-in questions were sorted and grouped, and then labeled to organize the feedback into cohesive ideas. Some answers received multiple labels as they provided multiple kinds of
2331:
This question had 99 write-in responses. Some of the responses have been grouped into multiple buckets since the answers fit multiple kinds of labels. The more complex, nuanced, complicated, or personal the issues, the more participants seemed to stress AN/I is not the right space to handle those
148:
A total of 136 people filled out the survey. It is important to note that the following statistical analysis draws upon a survey with a small sample size of self selected experienced editors. As the survey was a voluntary opt-in survey, the sample of people who opted to respond to it might not be
2347:
The more ambiguous and/or more investigative work required, the harder it is to solve. Longer term problems that require more back and forth were viewed by admins as harder to solve, and something that AN/I didn't solve well. One user suggests that longer term problems would be better solved on
122:
The
Wikimedia Foundation Support and Safety team and the Anti-Harassment Tools team recruited English Knowledge contributors to participate in a survey about AN/I in order to identify possible areas of improvement for handling cases by learning about user experiences and satisfactions levels.
127:
participation of a more diverse group of contributors, invitations to take the survey were sent to mailing lists of
Wikimedia affiliates and some other known organized groups of English Knowledge editors. The survey opened on November 28, 2017, and closed on December 8, 2017, at 23:00 UTC.
126:
Invitations to take the survey were made on
English Knowledge noticeboards and invitations were placed on the user talk pages of 400 randomly selected active editors with recent edits to AN/I (defined as taking place within the previous 12 months, October 2016βOctober 2017). To involve the
3447:
I like its open nature: everyone with relevant information has the opportunity to provide it. Also, when it works, it works well. And sometimes it works perfectly: a succinct, informative report is made, an admin reads it, investigates, and takes action. That's relatively rare, however...
3485:
2052:
AN/I seems to work best for more 'obvious' or less complex problems like sock puppetry, "short term" problems (problems that can quickly or easily be resolved), copyright violations, and 'bot or automated script' problems. This seems to be reflected in the write-in answers, as well.
2048:
When asked "for which type of problems does AN/I work well," there were 98 write in responses. Responses were focused on specific kinds of problems, which we sorted into four major groups: the complexity of the problems, technical issues, rules, or problems involving editor conduct.
3466:
The instructions, form and process is too unstructured to be effective, reporters need the free time to keep responding, experienced users know how to manipulate the process in their favor, and administrators do not seem to have the time to be involved to investigate.
1481:"There is the boomerang factor. Who knows what I have in my history that people will comb through, so I put up with harassment or bullying or vandalism because the general rule is that boomerangs are allowed since there is no scope rule with ANI reports"
3346:"create an optional submission form that would (1) automatically generate links to mentioned users' contributions, (2) automatically notify those users, and (3) eliminate edit conflicts when initially filing a report."
3173:
Additionally, the survey results show that some respondents want improved policies or enforcement of existing policy in order to positively change the tone and substance of the discussions on the AN/I during cases.
2343:"Ambiguous issues, issues where the topic is ideologically divisive, or where one of the users is new and the other one is a 'old hat' with plenty of friends (rarely is the discussion unbiased in these cases)."
3387:
Some respondents want to provide an opportunity for anonymous, or privacy-shielded reporting that protects personal information about gender and other personal information that might be used for retaliation.
2069:
AN/I is able to handle well; rather, they spoke about more general concepts. For example, lots of feedback mentioned 'straightforward cases' without specifying what makes a case straightforward.
1488:"It depends on who shows up; bias comes into play, e.g. people take sides based on whether they personally agree with the actions of people, not if people's actions follow policies and guidelines"
3155:"a greater commitment to fairness. Newcomers may not know all the ins and outs of Knowledge but that doesn't automatically make them wrong in a dispute." Another comment suggests that the rule "
2969:
3153:
of AN/I discussions that might be addressed with new policy. In particular, there were suggestions to make the discussions on AN/I fairer for new users. One respondent wants,
2353:"Anything where looking at large amounts of evidence is needed, where the outcome isn't obvious or where one or more editors are long-term so have supporters and opposers."
89:
17:
2080:"relatively simple issues that just need one admin or don't really involve disputes; disputes where one editor is clearly the disruptive one and can be sanctioned."
3488:, and will be following and participating as they develop. If you have ideas about how to further research processes like AN/I, we would be happy to discuss them.
3192:
While there was not concurrence about a specific type of change, there was strong feedback suggesting the benefit of modifying the structure of reports to AN/I.
3513:
Some responses were sorted into more than one "bucket", which means that the number of actual responses may be less than the total number of bucketed responses.
3187:
962:
There are mixed opinions among respondents about how well the general process works to resolve AN/I cases. There is a stronger dissatisfaction expressed about
3159:
should be a rule for everybody at AN/I, not just admins. Otherwise 'popular' users often avoid heavy sanctions for issues that would get new editors banned."
3363:
While there is not agreement about specific ideas, there is feedback that technical solutions could improve the function of AN/I. Some suggestions include:
2337:"What AN/I doesn't do well is grey areas, long-term abuse, and taking action against "competence is required" editors whose problems are less clear cut."
3477:
structural changes like form-based submission. Some would need social and procedural changes, such as the suggestions around clerking and moderation.
957:
3358:
111:
1113:
Have you avoided reporting one or more incidents to AN/I in the last 12 months, because you did not think it would be handled appropriately there?
3326:
Around a quarter of respondents thought that AN/I was fine the way it was, but almost 60% wanted some form of more structured reporting.
107:
2974:
A reoccurring theme in the free text comments was for there to be more moderators or clerks to enforce the rules. One person said,
2988:
How often, in general, would you say the following statements apply to discussion on AN/I? β Discussion is focused and neutral.
1628:
On a scale of 1β5, do you agree with the general process of how AN/I reports work? (e.g report, discussion, and then decision?)
936:
Almost three-quarters of survey participants reported being involved in an incident reported on AN/I in the last 12 months.
3435:
Several comments by survey participants concisely summarize opinions about AN/I that were commonly stated in the survey.
1756:
3179:"restrictions on non-administrators participating in discussions, limiting them to a certain number of edits per month.
1232:
52.99% have specifically avoided making a report on ANI because they were afraid it would not be handled appropriately.
1611:
More than six in ten participants reported "sometimes" or "frequently" disagreeing with the outcomes of cases at AN/I.
3120:
Other responses indicate a general need for more administrators to monitor AN/I. A user suggested for there to be
560:
3107:
Almost half of respondents said that discussions on AN/I are "almost never" or "rarely" focused and neutral.
3216:
3000:
2689:
2384:
2105:
1777:
1640:
1513:
1261:
1125:
992:
838:
711:
581:
431:
304:
177:
3144:
2058:"AN/I works great for clear-cut rule violations, bot problems, etc. It does black-and-white very well."
1249:
If you did not select "no" above, why did you think those incidents would not be handled appropriately?
2363:
809:
More than three-quarters of participants had been an uninvolved participant at AN/I in the past year.
3247:
3031:
2727:
2422:
2143:
1815:
1671:
1544:
1299:
1156:
1023:
869:
742:
612:
462:
335:
208:
145:
The goal was to gauge what AN/I does well, what it doesn't do well, and what needs to be improved.
156:
1744:
More than 50% of users agree or strongly agree with the general process of how AN/I reports work.
103:
1096:
Only 27% of respondents indicated they were satisfied with the way that AN/I cases are handled.
699:
How often have you been an uninvolved participant in discussions on AN/I in the last 12 months?
3350:"Standardize reporting, to avoid walls of text", "Structured reporting (with opt-out allowed)"
679:
Almost one-third of survey participants had not reported an incident to AN/I in the past year.
3122:"more of the admin corpus active on any given day. It's the same old faces time after time."
2064:"housekeeping and basic admin stuff, like IP vandalism/sockpuppetry, blatant trolling, etc."
275:
Three-quarters of survey participants reported being a contributor for more than five years.
8:
3164:
2976:"discussions need to be clerked to keep them from raising more problems than they solve."
153:; this data supplements the results of the survey from a more metrics-based perspective.
3141:
The survey indicates dissatisfaction with the way that AN/I cases are currently closed.
1501:
Have you ever disagreed with an AN/I outcome, such as the wrong person being sanctioned?
3156:
826:
How often have you been involved in an incident reported on AN/I in the last 12 months?
78:
3405:
3243:
3027:
2723:
2418:
2139:
2072:
Examples of answers that were labeled as 'straightforward cases': A user wrote in,
1811:
1667:
1540:
1295:
1152:
1019:
980:
On a scale of 1β5, how satisfied are you with the way reports are handled on AN/I?
865:
738:
608:
458:
331:
204:
2677:
What are some other changes you would like to see in the AN/I reporting process?
3291:
Multiple options for reporting (e.g. public reporting and private reporting)
3199:
In your opinion, what changes should be made to how reports are made on AN/I?
117:
3481:
be that technical development, further research, or coordination support.
110:
surveyed
English-language Knowledge contributors about their perception of
3163:
There are mixed opinions among survey participants about the use of the
547:
More than 85% of participants are from North
America or Western Europe.
3242:
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330:
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203:
Graphs are unavailable due to technical issues. There is more info on
3399:
The ability to search current and old cases to locate related cases.
569:
How often have you reported incidents to AN/I in the last 12 months?
3183:"this might attract admins to participate there more consistently."
2737:
62 participants (45.59%) did not enter a response for this question
2432:
26 participants (19.12%) did not enter a response for this question
2153:
37 participants (27.21%) did not enter a response for this question
1825:
38 participants (27.94%) did not enter a response for this question
1309:
74 participants (54.41%) did not enter a response for this question
952:
97:
3430:
2074:"obvious instances of people breaking policies and guidelines."
3420:
Tool(s) to assist with finding and adding evidence to reports
2341:
Another user highlights this 'grey area' problem by saying,
2372:
If you could change one thing about AN/I, what would it be?
18:
Knowledge:Community health initiative on
English Knowledge
3273:
Use of structured reports (e.g. form-based submission)
3414:
New or improved gadgets for use on
Wikimedia projects.
3491:
3426:
Better tools to search for and add diffs to reports.
2970:
Theme 3: More moderators/clerks for AN/I discussions
43:
29:
Research about Administrators' Noticeboard Incidents
3167:essay in AN/I discussions. As one user points out,
2306:Reports from minorities, minority editors involved
3408:or other gadgets to make reports and manage cases.
3354:"Use subpages for issues to avoid edit conflicts."
2062:Another described the issues AN/I handles well as
79:Harvard Mediation and Negotiation Clinical Program
2980:"clerking is needed to keep discussions focused."
131:insight. The survey was broken into three parts:
3149:The survey finds that there are concerns around
2935:Separate or ban uninvolved editors / non-admins
2612:Separate or ban uninvolved editors / non-admins
2348:another board or space such as "AN or ArbCom."
1765:For which types of problems does AN/I work well?
90:Community health initiative on English Knowledge
958:Theme 1: Satisfaction/dissatisfaction with AN/I
165:How long have you been a Wikimedia contributor?
3203:Participants could select more than one answer
3484:We welcome discussion on the results on the
402:Almost 80% of participants identify as male.
3188:Theme 5: More structure for reports to AN/I
1486:Another user mentioned bias specifically,
3509:
3507:
3505:
3503:
3501:
74:Reaching the Zone of Online Collaboration
2814:Referring people to different processes
2500:Referring people to different processes
2270:Conflicts with a certain type of editor
968:a negative view of the AN/I type process
14:
3498:
3348:Other users wrote in suggestions like
2252:Bad faith reports/"gaming the system"
2089:For which types of problems does AN/I
419:Which region do you usually edit from?
3359:Theme 6: Other technical improvements
112:Administrators' noticeboard/Incidents
3459:
3440:
3231:
3015:
2711:
2406:
2261:Conflicts between factions (cabals)
2127:
1799:
1655:
1528:
1283:
1140:
1007:
853:
726:
596:
446:
319:
192:
964:the way that AN/I cases are handled
23:
3344:One respondent's suggestion is to
2212:Conflicts better suited elsewhere
1444:Too difficult / too much scrutiny
292:Which gender do you identify with?
24:
3526:
3126:One survey participant said that
2221:Conflicts that attract attention
1757:Theme 2: The type of case matters
1197:Yes, between three and ten times
3368:Tool for sorting/filtering posts
3235:
3019:
2715:
2410:
2131:
1803:
1659:
1532:
1287:
1144:
1011:
857:
730:
600:
450:
323:
196:
3260:5.88% did not select an option
3041:2.94% did not select an option
2796:Fairness / Merit-based process
2482:Fairness / Merit-based process
1681:2.21% did not select an option
1554:1.47% did not select an option
1166:2.21% did not select an option
1033:1.47% did not select an option
752:0.74% did not select an option
2364:Ideas for improvements to AN/I
102:In 2017, Wikimedia Foundation
13:
1:
1408:Easier to ignore the problem
3338:One participant points out,
2167:Conflicts with long history
879:0% did not select an option
622:0% did not select an option
472:0% did not select an option
345:0% did not select an option
218:0% did not select an option
157:Demographics of participants
7:
2760:Closer adherence to policy
1417:Ineffective / inconsistent
138:satisfaction with AN/I; and
10:
3531:
3309:Other (see next question)
2908:More structure in general
2787:Sanctions against abusers
2576:More structure in general
1350:Civility issues / threats
376:Non-binary / third gender
151:quantitative data analysis
108:Anti-Harassment Tools team
53:Quantitative data analysis
2872:Other technical solution
2850:More civility in general
2832:Misc. policy suggestions
2545:Other technical solution
2536:More civility in general
2509:Misc. policy suggestions
1206:Yes, more than ten times
3381:Private reporting system
3300:It's fine the way it is
2917:Generate data / metrics
2751:Clerking and moderators
2594:Generate data / metrics
2446:Clerking and moderators
1386:Certain users protected
3393:Improved search feature
2279:Interpersonal disputes
1884:Single problem editors
910:Between 3 and 10 times
783:Between 3 and 10 times
653:Between 3 and 10 times
104:Support and Safety team
3177:Other commenters want
2899:Time limit / subpages
2881:Misc filters / limits
2699:response buckets = 103
2394:response buckets = 134
2315:(Almost) all problems
2115:response buckets = 186
1969:Misuse of admin tools
1787:response buckets = 166
1188:Yes, one or two times
141:experiences with AN/I.
3139:Closing of AN/I cases
2805:Punish bogus reports
2491:Punish bogus reports
1996:New editors problems
1929:Copyright violations
1893:No need for kindness
1866:Many eyes on problem
1271:response buckets = 83
561:Participation on AN/I
3132:Another person said
2567:Subpages and length
2357:Another user wrote,
2297:Civility violations
1857:Short term problems
1435:Bad past experience
1426:No chance of action
1359:Biased participants
2978:Another user said,
2335:One user wrote in,
1875:Limited discussion
919:More than 10 times
792:More than 10 times
662:More than 10 times
521:Sub-Saharan Africa
3282:Private reporting
3157:Knowledge:INVOLVED
2944:Negative feedback
2926:General reporting
2585:Private reporting
2518:Punish incivility
2185:Content conflicts
2176:Complex conflicts
2005:Serious vandalism
1694:Strongly disagree
1368:Defensive cliques
1215:Other (free text)
385:Prefer not to say
258:More than 5 years
3474:
3473:
3455:
3454:
3336:
3335:
3331:
3330:
3261:
3254:
3253:
3224:
3223:
3118:
3117:
3113:
3112:
3042:
3038:
3037:
3008:
3007:
2967:
2966:
2962:
2961:
2890:Structured forms
2863:Grouping related
2738:
2734:
2733:
2704:
2703:
2671:
2670:
2666:
2665:
2621:Punish derailers
2558:Structured forms
2433:
2429:
2428:
2399:
2398:
2351:A user wrote in,
2329:
2328:
2324:
2323:
2154:
2150:
2149:
2120:
2119:
2078:A user wrote in,
2046:
2045:
2041:
2040:
1978:Personal attacks
1826:
1822:
1821:
1792:
1791:
1754:
1753:
1749:
1748:
1682:
1678:
1677:
1648:
1647:
1621:
1620:
1616:
1615:
1555:
1551:
1550:
1521:
1520:
1476:
1475:
1471:
1470:
1399:Boomerang effect
1377:Admin confidence
1310:
1306:
1305:
1276:
1275:
1242:
1241:
1237:
1236:
1167:
1163:
1162:
1133:
1132:
1106:
1105:
1101:
1100:
1034:
1030:
1029:
1000:
999:
950:
949:
945:
944:
880:
876:
875:
846:
845:
819:
818:
814:
813:
753:
749:
748:
719:
718:
689:
688:
684:
683:
623:
619:
618:
589:
588:
557:
556:
552:
551:
473:
469:
468:
439:
438:
412:
411:
407:
406:
346:
342:
341:
312:
311:
285:
284:
280:
279:
231:Less than 1 year
219:
215:
214:
185:
184:
95:
94:
66:Previous research
3522:
3514:
3511:
3460:
3441:
3355:
3351:
3347:
3341:
3322:
3321:
3259:
3239:
3238:
3232:
3217:participants (n)
3212:
3211:
3195:
3194:
3184:
3180:
3170:
3160:
3135:
3129:
3123:
3103:
3102:
3040:
3023:
3022:
3016:
3001:participants (n)
2996:
2995:
2984:
2983:
2981:
2977:
2743:
2742:
2736:
2719:
2718:
2712:
2690:participants (n)
2685:
2684:
2673:
2672:
2438:
2437:
2431:
2414:
2413:
2407:
2385:participants (n)
2380:
2379:
2368:
2367:
2360:
2354:
2344:
2338:
2159:
2158:
2152:
2135:
2134:
2128:
2106:participants (n)
2101:
2100:
2085:
2084:
2081:
2075:
2065:
2059:
2056:One user wrote,
1848:Straightforward
1831:
1830:
1824:
1807:
1806:
1800:
1778:participants (n)
1773:
1772:
1761:
1760:
1740:
1739:
1680:
1663:
1662:
1656:
1641:participants (n)
1636:
1635:
1624:
1623:
1607:
1606:
1553:
1536:
1535:
1529:
1514:participants (n)
1509:
1508:
1497:
1496:
1489:
1482:
1479:One user wrote,
1315:
1314:
1308:
1291:
1290:
1284:
1262:participants (n)
1257:
1256:
1244:
1243:
1228:
1227:
1165:
1148:
1147:
1141:
1126:participants (n)
1121:
1120:
1109:
1108:
1092:
1091:
1032:
1015:
1014:
1008:
993:participants (n)
988:
987:
976:
975:
932:
931:
878:
861:
860:
854:
839:participants (n)
834:
833:
822:
821:
805:
804:
751:
734:
733:
727:
712:participants (n)
707:
706:
695:
694:
675:
674:
621:
604:
603:
597:
582:participants (n)
577:
576:
565:
564:
543:
542:
471:
454:
453:
447:
432:participants (n)
427:
426:
415:
414:
398:
397:
344:
327:
326:
320:
305:participants (n)
300:
299:
288:
287:
271:
270:
217:
200:
199:
193:
178:participants (n)
173:
172:
161:
160:
48:Full survey data
26:
25:
3530:
3529:
3525:
3524:
3523:
3521:
3520:
3519:
3518:
3517:
3512:
3499:
3494:
3433:
3375:by participant.
3361:
3353:
3349:
3345:
3339:
3332:
3315:
3263:
3236:
3225:
3190:
3182:
3178:
3168:
3154:
3147:
3145:Theme 4: Policy
3133:
3127:
3121:
3114:
3096:
3044:
3020:
3009:
2979:
2975:
2972:
2963:
2740:
2716:
2705:
2667:
2603:Misc reporting
2435:
2411:
2400:
2366:
2358:
2352:
2342:
2336:
2325:
2203:Unclear issues
2194:Certain topics
2156:
2132:
2121:
2079:
2073:
2063:
2057:
2042:
1828:
1804:
1793:
1759:
1750:
1733:
1727:Strongly agree
1684:
1660:
1649:
1617:
1600:
1557:
1533:
1522:
1487:
1480:
1472:
1453:Better options
1332:Complex issues
1323:Avoiding drama
1312:
1288:
1277:
1238:
1221:
1169:
1145:
1134:
1102:
1085:
1079:Very satisfied
1036:
1012:
1001:
960:
955:
946:
925:
882:
858:
847:
815:
798:
755:
731:
720:
685:
668:
625:
601:
590:
563:
553:
536:
494:Western Europe
475:
451:
440:
408:
391:
348:
324:
313:
281:
264:
221:
197:
186:
159:
120:
106:(SuSa) and the
100:
83:
59:
22:
21:
20:
12:
11:
5:
3528:
3516:
3515:
3496:
3495:
3493:
3490:
3472:
3471:
3468:
3464:
3457:
3453:
3452:
3449:
3445:
3438:
3432:
3429:
3428:
3427:
3423:
3422:
3416:
3415:
3411:
3410:
3401:
3400:
3396:
3395:
3389:
3388:
3384:
3383:
3377:
3376:
3371:
3370:
3360:
3357:
3334:
3333:
3329:
3328:
3320:
3317:
3316:
3314:
3313:
3304:
3295:
3286:
3277:
3266:
3264:
3256:
3252:
3251:
3240:
3230:
3227:
3226:
3222:
3221:
3210:
3207:
3206:
3189:
3186:
3181:They say that
3146:
3143:
3116:
3115:
3111:
3110:
3101:
3098:
3097:
3095:
3094:
3090:Almost always
3085:
3076:
3067:
3058:
3047:
3045:
3036:
3035:
3024:
3014:
3011:
3010:
3006:
3005:
2994:
2991:
2990:
2971:
2968:
2965:
2964:
2960:
2959:
2958:
2957:
2948:
2939:
2930:
2921:
2912:
2903:
2894:
2885:
2876:
2867:
2856:
2855:
2854:
2845:
2836:
2827:
2818:
2809:
2800:
2791:
2782:
2778:General rules
2773:
2764:
2755:
2741:
2732:
2731:
2720:
2710:
2707:
2706:
2702:
2701:
2695:
2694:
2683:
2680:
2679:
2669:
2668:
2664:
2663:
2662:
2661:
2652:
2643:
2639:Get rid of it
2634:
2625:
2616:
2607:
2598:
2589:
2580:
2571:
2562:
2551:
2550:
2549:
2540:
2531:
2522:
2513:
2504:
2495:
2486:
2477:
2468:
2459:
2455:Closing cases
2450:
2436:
2427:
2426:
2415:
2405:
2402:
2401:
2397:
2396:
2390:
2389:
2378:
2375:
2374:
2365:
2362:
2327:
2326:
2322:
2321:
2320:
2319:
2310:
2301:
2292:
2283:
2274:
2265:
2256:
2245:
2244:
2243:
2239:Admin conduct
2234:
2225:
2216:
2207:
2198:
2189:
2180:
2171:
2157:
2148:
2147:
2136:
2126:
2123:
2122:
2118:
2117:
2111:
2110:
2099:
2096:
2095:
2083:
2044:
2043:
2039:
2038:
2037:
2036:
2027:
2018:
2009:
2000:
1991:
1982:
1973:
1964:
1955:
1946:
1942:Legal threats
1935:
1934:
1933:
1924:
1915:
1906:
1902:Tech problems
1897:
1888:
1879:
1870:
1861:
1852:
1843:
1829:
1820:
1819:
1808:
1798:
1795:
1794:
1790:
1789:
1783:
1782:
1771:
1768:
1767:
1758:
1755:
1752:
1751:
1747:
1746:
1738:
1735:
1734:
1732:
1731:
1722:
1714:
1706:
1698:
1687:
1685:
1676:
1675:
1664:
1654:
1651:
1650:
1646:
1645:
1634:
1631:
1630:
1622:
1619:
1618:
1614:
1613:
1605:
1602:
1601:
1599:
1598:
1589:
1580:
1571:
1560:
1558:
1549:
1548:
1537:
1527:
1524:
1523:
1519:
1518:
1507:
1504:
1503:
1495:
1493:
1477:
1474:
1473:
1469:
1468:
1467:
1466:
1457:
1448:
1439:
1430:
1421:
1412:
1403:
1392:
1391:
1390:
1381:
1372:
1363:
1354:
1345:
1336:
1327:
1313:
1304:
1303:
1292:
1282:
1279:
1278:
1274:
1273:
1267:
1266:
1255:
1252:
1251:
1240:
1239:
1235:
1234:
1226:
1223:
1222:
1220:
1219:
1210:
1201:
1192:
1183:
1172:
1170:
1161:
1160:
1149:
1139:
1136:
1135:
1131:
1130:
1119:
1116:
1115:
1107:
1104:
1103:
1099:
1098:
1090:
1087:
1086:
1084:
1083:
1074:
1066:
1058:
1050:
1039:
1037:
1028:
1027:
1016:
1006:
1003:
1002:
998:
997:
986:
983:
982:
973:
959:
956:
954:
951:
948:
947:
943:
942:
930:
927:
926:
924:
923:
914:
905:
901:Once or twice
896:
885:
883:
874:
873:
862:
852:
849:
848:
844:
843:
832:
829:
828:
820:
817:
816:
812:
811:
803:
800:
799:
797:
796:
787:
778:
774:Once or twice
769:
758:
756:
747:
746:
735:
725:
722:
721:
717:
716:
705:
702:
701:
692:
690:
687:
686:
682:
681:
673:
670:
669:
667:
666:
657:
648:
644:Once or twice
639:
628:
626:
617:
616:
605:
595:
592:
591:
587:
586:
575:
572:
571:
562:
559:
558:
555:
554:
550:
549:
541:
538:
537:
535:
534:
525:
516:
507:
498:
489:
485:North America
478:
476:
467:
466:
455:
445:
442:
441:
437:
436:
425:
422:
421:
413:
410:
409:
405:
404:
396:
393:
392:
390:
389:
380:
371:
362:
351:
349:
340:
339:
328:
318:
315:
314:
310:
309:
298:
295:
294:
286:
283:
282:
278:
277:
269:
266:
265:
263:
262:
253:
244:
235:
224:
222:
213:
212:
201:
191:
188:
187:
183:
182:
171:
168:
167:
158:
155:
143:
142:
139:
136:
119:
116:
99:
96:
93:
92:
88:
85:
84:
82:
81:
69:
68:
67:
61:
60:
58:
57:
56:
55:
50:
39:
38:
37:
31:
30:
15:
9:
6:
4:
3:
2:
3527:
3510:
3508:
3506:
3504:
3502:
3497:
3489:
3487:
3482:
3478:
3469:
3465:
3462:
3461:
3458:
3450:
3446:
3443:
3442:
3439:
3436:
3425:
3424:
3421:
3418:
3417:
3413:
3412:
3409:
3407:
3403:
3402:
3398:
3397:
3394:
3391:
3390:
3386:
3385:
3382:
3379:
3378:
3373:
3372:
3369:
3366:
3365:
3364:
3356:
3342:
3327:
3324:
3323:
3319:
3318:
3312:
3308:
3305:
3303:
3299:
3296:
3294:
3290:
3287:
3285:
3281:
3278:
3276:
3272:
3269:
3268:
3267:
3262:
3257:
3249:
3248:MediaWiki.org
3245:
3241:
3234:
3233:
3229:
3228:
3220:
3218:
3214:
3213:
3209:
3208:
3205:
3204:
3200:
3197:
3196:
3193:
3185:
3175:
3171:
3166:
3161:
3158:
3152:
3142:
3140:
3136:
3130:
3124:
3108:
3105:
3104:
3100:
3099:
3093:
3089:
3086:
3084:
3080:
3077:
3075:
3071:
3068:
3066:
3062:
3059:
3057:
3054:Almost never
3053:
3050:
3049:
3048:
3043:
3033:
3032:MediaWiki.org
3029:
3025:
3018:
3017:
3013:
3012:
3004:
3002:
2998:
2997:
2993:
2992:
2989:
2986:
2985:
2982:
2956:
2952:
2949:
2947:
2943:
2940:
2938:
2934:
2931:
2929:
2925:
2922:
2920:
2916:
2913:
2911:
2907:
2904:
2902:
2898:
2895:
2893:
2889:
2886:
2884:
2880:
2877:
2875:
2871:
2868:
2866:
2862:
2859:
2858:
2857:
2853:
2849:
2846:
2844:
2840:
2837:
2835:
2831:
2828:
2826:
2822:
2819:
2817:
2813:
2810:
2808:
2804:
2801:
2799:
2795:
2792:
2790:
2786:
2783:
2781:
2777:
2774:
2772:
2768:
2765:
2763:
2759:
2756:
2754:
2750:
2747:
2746:
2745:
2744:
2739:
2729:
2728:MediaWiki.org
2725:
2721:
2714:
2713:
2709:
2708:
2700:
2697:
2696:
2693:
2691:
2687:
2686:
2682:
2681:
2678:
2675:
2674:
2660:
2656:
2653:
2651:
2647:
2644:
2642:
2638:
2635:
2633:
2629:
2626:
2624:
2620:
2617:
2615:
2611:
2608:
2606:
2602:
2599:
2597:
2593:
2590:
2588:
2584:
2581:
2579:
2575:
2572:
2570:
2566:
2563:
2561:
2557:
2554:
2553:
2552:
2548:
2544:
2541:
2539:
2535:
2532:
2530:
2526:
2523:
2521:
2517:
2514:
2512:
2508:
2505:
2503:
2499:
2496:
2494:
2490:
2487:
2485:
2481:
2478:
2476:
2472:
2469:
2467:
2463:
2460:
2458:
2454:
2451:
2449:
2445:
2442:
2441:
2440:
2439:
2434:
2424:
2423:MediaWiki.org
2420:
2416:
2409:
2408:
2404:
2403:
2395:
2392:
2391:
2388:
2386:
2382:
2381:
2377:
2376:
2373:
2370:
2369:
2361:
2355:
2349:
2345:
2339:
2333:
2318:
2314:
2311:
2309:
2305:
2302:
2300:
2296:
2293:
2291:
2287:
2284:
2282:
2278:
2275:
2273:
2269:
2266:
2264:
2260:
2257:
2255:
2251:
2248:
2247:
2246:
2242:
2238:
2235:
2233:
2230:Bot problems
2229:
2226:
2224:
2220:
2217:
2215:
2211:
2208:
2206:
2202:
2199:
2197:
2193:
2190:
2188:
2184:
2181:
2179:
2175:
2172:
2170:
2166:
2163:
2162:
2161:
2160:
2155:
2145:
2144:MediaWiki.org
2141:
2137:
2130:
2129:
2125:
2124:
2116:
2113:
2112:
2109:
2107:
2103:
2102:
2098:
2097:
2094:
2092:
2087:
2086:
2082:
2076:
2070:
2066:
2060:
2054:
2050:
2035:
2031:
2028:
2026:
2023:"Everything"
2022:
2019:
2017:
2013:
2010:
2008:
2004:
2001:
1999:
1995:
1992:
1990:
1986:
1983:
1981:
1977:
1974:
1972:
1968:
1965:
1963:
1959:
1956:
1954:
1950:
1947:
1945:
1941:
1938:
1937:
1936:
1932:
1928:
1925:
1923:
1920:Sockpuppetry
1919:
1916:
1914:
1911:Bot problems
1910:
1907:
1905:
1901:
1898:
1896:
1892:
1889:
1887:
1883:
1880:
1878:
1874:
1871:
1869:
1865:
1862:
1860:
1856:
1853:
1851:
1847:
1844:
1842:
1838:
1835:
1834:
1833:
1832:
1827:
1817:
1816:MediaWiki.org
1813:
1809:
1802:
1801:
1797:
1796:
1788:
1785:
1784:
1781:
1779:
1775:
1774:
1770:
1769:
1766:
1763:
1762:
1745:
1742:
1741:
1737:
1736:
1730:
1726:
1723:
1721:
1718:
1715:
1713:
1710:
1707:
1705:
1702:
1699:
1697:
1693:
1690:
1689:
1688:
1683:
1673:
1672:MediaWiki.org
1669:
1665:
1658:
1657:
1653:
1652:
1644:
1642:
1638:
1637:
1633:
1632:
1629:
1626:
1625:
1612:
1609:
1608:
1604:
1603:
1597:
1593:
1590:
1588:
1584:
1581:
1579:
1575:
1572:
1570:
1566:
1563:
1562:
1561:
1556:
1546:
1545:MediaWiki.org
1542:
1538:
1531:
1530:
1526:
1525:
1517:
1515:
1511:
1510:
1506:
1505:
1502:
1499:
1498:
1494:
1491:
1484:
1465:
1462:Other / meta
1461:
1458:
1456:
1452:
1449:
1447:
1443:
1440:
1438:
1434:
1431:
1429:
1425:
1422:
1420:
1416:
1413:
1411:
1407:
1404:
1402:
1398:
1395:
1394:
1393:
1389:
1385:
1382:
1380:
1376:
1373:
1371:
1367:
1364:
1362:
1358:
1355:
1353:
1349:
1346:
1344:
1340:
1337:
1335:
1331:
1328:
1326:
1322:
1319:
1318:
1317:
1316:
1311:
1301:
1300:MediaWiki.org
1297:
1293:
1286:
1285:
1281:
1280:
1272:
1269:
1268:
1265:
1263:
1259:
1258:
1254:
1253:
1250:
1246:
1245:
1233:
1230:
1229:
1225:
1224:
1218:
1214:
1211:
1209:
1205:
1202:
1200:
1196:
1193:
1191:
1187:
1184:
1182:
1178:
1175:
1174:
1173:
1168:
1158:
1157:MediaWiki.org
1154:
1150:
1143:
1142:
1138:
1137:
1129:
1127:
1123:
1122:
1118:
1117:
1114:
1111:
1110:
1097:
1094:
1093:
1089:
1088:
1082:
1078:
1075:
1073:
1070:
1067:
1065:
1062:
1059:
1057:
1054:
1051:
1049:
1046:Dissatisfied
1045:
1042:
1041:
1040:
1035:
1025:
1024:MediaWiki.org
1021:
1017:
1010:
1009:
1005:
1004:
996:
994:
990:
989:
985:
984:
981:
978:
977:
974:
971:
969:
965:
941:
940:
937:
934:
933:
929:
928:
922:
918:
915:
913:
909:
906:
904:
900:
897:
895:
891:
888:
887:
886:
881:
871:
870:MediaWiki.org
867:
863:
856:
855:
851:
850:
842:
840:
836:
835:
831:
830:
827:
824:
823:
810:
807:
806:
802:
801:
795:
791:
788:
786:
782:
779:
777:
773:
770:
768:
764:
761:
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953:Key Findings
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135:use of AN/I;
129:
125:
121:
101:
98:Introduction
73:
42:
3431:Conclusions
3244:Phabricator
3028:Phabricator
2724:Phabricator
2473:Misc rules
2419:Phabricator
2140:Phabricator
1812:Phabricator
1668:Phabricator
1594:Frequently
1541:Phabricator
1296:Phabricator
1153:Phabricator
1020:Phabricator
866:Phabricator
739:Phabricator
609:Phabricator
459:Phabricator
332:Phabricator
205:Phabricator
118:Methodology
3072:Sometimes
2769:Boomerang
2630:No change
2464:Boomerang
2093:work well?
2014:"Nothing"
1585:Sometimes
3486:talk page
3165:BOOMERANG
2953:Unsorted
2823:Training
2657:Unsorted
2648:Not sure
1951:SPA, POV
1341:Toxicity
3311:(31.50%)
3302:(25.98%)
3293:(35.43%)
3284:(11.02%)
3275:(59.06%)
3151:fairness
3083:(15.91%)
3074:(33.33%)
3065:(29.55%)
3056:(18.94%)
2937:(14.86%)
2928:(10.81%)
2910:(10.81%)
2753:(14.86%)
2614:(10.91%)
2448:(21.82%)
2299:(18.18%)
2288:Threats
2281:(21.21%)
2272:(25.25%)
2263:(13.13%)
2205:(11.11%)
2187:(17.17%)
2178:(24.24%)
2169:(21.21%)
2007:(19.39%)
1922:(16.33%)
1729:(12.78%)
1720:(38.35%)
1712:(19.55%)
1704:(20.30%)
1596:(16.18%)
1587:(46.32%)
1578:(29.41%)
1401:(12.90%)
1370:(19.35%)
1343:(12.90%)
1334:(12.90%)
1199:(17.16%)
1190:(26.87%)
1181:(40.30%)
1072:(21.64%)
1064:(29.10%)
1056:(19.40%)
1048:(24.63%)
912:(20.59%)
903:(46.32%)
894:(27.94%)
794:(22.22%)
785:(28.89%)
776:(25.93%)
767:(22.96%)
655:(18.38%)
646:(46.32%)
637:(32.35%)
503:Oceania
496:(22.79%)
487:(62.50%)
369:(11.76%)
360:(79.41%)
260:(73.53%)
251:(17.65%)
3406:Twinkle
3246:and on
3092:(2.27%)
3063:Rarely
3030:and on
2955:(4.05%)
2901:(8.11%)
2892:(4.05%)
2883:(4.05%)
2865:(4.05%)
2852:(6.76%)
2843:(6.76%)
2834:(4.05%)
2825:(4.05%)
2807:(4.05%)
2798:(6.76%)
2789:(5.41%)
2771:(5.41%)
2762:(6.76%)
2726:and on
2659:(0.91%)
2650:(2.73%)
2641:(3.64%)
2632:(2.73%)
2623:(5.45%)
2605:(2.73%)
2596:(0.91%)
2587:(1.82%)
2578:(9.09%)
2569:(4.55%)
2560:(5.45%)
2547:(3.64%)
2538:(1.82%)
2529:(5.45%)
2520:(8.18%)
2511:(2.73%)
2502:(5.45%)
2493:(3.64%)
2475:(0.91%)
2466:(2.73%)
2457:(4.55%)
2421:and on
2317:(7.07%)
2308:(3.03%)
2290:(1.01%)
2254:(5.05%)
2241:(4.04%)
2232:(2.02%)
2223:(3.03%)
2214:(7.07%)
2196:(4.04%)
2142:and on
2034:(5.10%)
2025:(3.06%)
2016:(4.08%)
1998:(6.12%)
1989:(7.14%)
1980:(8.16%)
1971:(2.04%)
1962:(2.04%)
1953:(5.10%)
1944:(4.08%)
1931:(7.14%)
1913:(2.04%)
1904:(6.12%)
1895:(1.02%)
1886:(5.10%)
1877:(8.16%)
1868:(2.04%)
1859:(3.06%)
1850:(44.9%)
1841:(7.14%)
1839:Urgent
1814:and on
1696:(9.02%)
1670:and on
1576:Rarely
1569:(6.62%)
1543:and on
1464:(3.23%)
1455:(6.45%)
1446:(3.23%)
1437:(6.45%)
1428:(8.06%)
1419:(8.06%)
1410:(8.06%)
1388:(4.84%)
1379:(3.23%)
1361:(9.68%)
1352:(6.45%)
1325:(8.06%)
1298:and on
1217:(6.72%)
1208:(8.96%)
1155:and on
1081:(5.22%)
1022:and on
921:(5.15%)
868:and on
741:and on
664:(2.94%)
611:and on
532:(0.74%)
523:(2.94%)
514:(4.41%)
505:(6.62%)
461:and on
387:(8.09%)
378:(0.74%)
367:Female
334:and on
242:(6.62%)
233:(2.21%)
207:and on
77:by the
36:Reports
3081:Often
2946:(2.7%)
2919:(2.7%)
2874:(2.7%)
2816:(2.7%)
2780:(2.7%)
2032:Other
1567:Never
892:Never
765:Never
635:Never
530:Other
3492:Notes
3219:= 127
3003:= 132
2951:23 β
2942:22 β
2933:21 β
2924:20 β
2915:19 β
2906:18 β
2897:17 β
2888:16 β
2879:15 β
2870:14 β
2861:13 β
2848:12 β
2839:11 β
2830:10 β
2655:24 β
2646:23 β
2637:22 β
2628:21 β
2619:20 β
2610:19 β
2601:18 β
2592:17 β
2583:16 β
2574:15 β
2565:14 β
2556:13 β
2543:12 β
2534:11 β
2525:10 β
2484:(10%)
2387:= 110
2313:17 β
2304:16 β
2295:15 β
2286:14 β
2277:13 β
2268:12 β
2259:11 β
2250:10 β
2030:22 β
2021:21 β
2012:20 β
2003:19 β
1994:18 β
1985:17 β
1976:16 β
1967:15 β
1958:14 β
1949:13 β
1940:12 β
1927:11 β
1918:10 β
1643:= 134
1516:= 134
1460:16 β
1451:15 β
1442:14 β
1433:13 β
1424:12 β
1415:11 β
1406:10 β
1248:: -->
1128:= 134
995:= 134
841:= 136
714:= 136
584:= 136
512:Asia
434:= 136
358:Male
307:= 136
180:= 136
16:<
3352:and
2821:9 β
2812:8 β
2803:7 β
2794:6 β
2785:5 β
2776:4 β
2767:3 β
2758:2 β
2749:1 β
2692:= 74
2516:9 β
2507:8 β
2498:7 β
2489:6 β
2480:5 β
2471:4 β
2462:3 β
2453:2 β
2444:1 β
2237:9 β
2228:8 β
2219:7 β
2210:6 β
2201:5 β
2192:4 β
2183:3 β
2174:2 β
2165:1 β
2108:= 99
1909:9 β
1900:8 β
1891:7 β
1882:6 β
1873:5 β
1864:4 β
1855:3 β
1846:2 β
1837:1 β
1780:= 98
1397:9 β
1384:8 β
1375:7 β
1366:6 β
1357:5 β
1348:4 β
1339:3 β
1330:2 β
1321:1 β
1264:= 62
3307:5 β
3298:4 β
3289:3 β
3280:2 β
3271:1 β
3088:5 β
3079:4 β
3070:3 β
3061:2 β
3052:1 β
2091:NOT
1725:5 β
1717:4 β
1709:3 β
1701:2 β
1692:1 β
1592:4 β
1583:3 β
1574:2 β
1565:1 β
1213:5 β
1204:4 β
1195:3 β
1186:2 β
1179:No
1177:1 β
1077:5 β
1069:4 β
1061:3 β
1053:2 β
1044:1 β
970:.
917:4 β
908:3 β
899:2 β
890:1 β
790:4 β
781:3 β
772:2 β
763:1 β
660:4 β
651:3 β
642:2 β
633:1 β
528:6 β
519:5 β
510:4 β
501:3 β
492:2 β
483:1 β
383:4 β
374:3 β
365:2 β
356:1 β
256:4 β
247:3 β
238:2 β
229:1 β
3500:^
3470:β
3463:β
3451:β
3444:β
3109:.
1490:.
1483:.
3250:.
3034:.
2730:.
2425:.
2146:.
1818:.
1674:.
1547:.
1302:.
1159:.
1026:.
872:.
745:.
615:.
465:.
338:.
211:.
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