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    "# New Topic Tool AB Test Report: Logged-out User Analysis\n",
    "\n",
    "**Megan Neisler, Senior Data Scientist, Wikimedia Foundation**\n",
    "\n",
    "** 15 May 2022**\n",
    "\n",
    "[TASK](https://phabricator.wikimedia.org/T277825) | [CODEBASE](https://github.com/wikimedia-research/New-discussion-tool-analysis-2020)"
   ]
  },
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   "source": [
    "# Table of Contents\n",
    "\n",
    "1. [Introduction](#Introduction)\n",
    "2. [Methodology](#Methodology)\n",
    "3. [New Topic Tool Completion Rate](#New-Topic-Tool-Completion-Rate)\n",
    "4. [Guardrail Analyses](#Guardrail-Analyses)\n",
    "5. [Curiosities](#Curiosities)"
   ]
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    "# Introduction\n",
    "\n",
    "The Wikimedia Foundation's [Editing team](https://www.mediawiki.org/wiki/Editing_team#:~:text=The%20Editing%20team%20is%20the,tools%20like%20TemplateData%20and%20Citoid.) is working to improve how contributors communicate on Wikipedia using talk pages through a series of incremental improvements that will be released over time.\n",
    "\n",
    "As part of this effort, the Editing team introduced a new workflow for starting new topic threads on talk pages, across Wikipedia's 16 talk namespaces. This new workflow is intended to make it more intuitive for Junior Contributors to initiate conversations in ways other contributors can easily reply to and to help Senior Contributors do the same, with less effort. \n",
    "\n",
    "\n",
    "The new topic tool tool provides an an inline form for adding new topics. In addition, the language throughout the workflow was adjusted to be more topic-specific.\n",
    "\n",
    "The team ran an AB test of the New Topic Tool from 27 January 2022 through 25 March 2022 [^timeline] to assess the efficacy of this new feature. The test included all logged-in and logged-out users that edited a talk page at one the 20 participating Wikipedias during the duration of the AB test (see full list of [participating Wikipedias in task description](https://phabricator.wikimedia.org/T277825) and conditions outlined in the methodlology section below). During this test, 50% of users included in the test had the New Topic tool automatically enabled, and 50% did not. This report focues on the results for logged-out users. \n",
    "\n",
    "[^timeline]: Note that we excluded logged-out data collected from from 27 January 2022 to 17 February 2022 in this analysis due to errors in the bucketing implementation that did not accurately log all the events in the control group.\n",
    "\n",
    "You can find more information about features of this tool and project updates on the [project page](https://www.mediawiki.org/wiki/Talk_pages_project/New_discussion)."
   ]
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    "# Methodology\n",
    "\n",
    "Similar to the analysis on logged-in users, the AB test on logged-out users was run on a per Wikipedia basis and contributors included in the test were randomly assigned to either the control (new topic tool disabled by default) or treatment (new topic tool enabled by default). There are a few notable differences between the methodlogy used for the logged-in user analysis, which are summarized below:\n",
    "\n",
    "* Logged-out users were not able to previously access to the New Topic Tool as a beta preference and were not able to turn the tool on or off the tool in Special:Preferences; however, it's possible the user previously had access to the tool if they previously viewed a talk page as a logged-in user. \n",
    "* We do not have data on the experience level of an anon user and, as a result, we are not able to account for the impact of experience level on these contributors.\n",
    "* All bucketed logged-out users were assigned an anonymous user token for the purpose of this analysis.The `anonymous_user_token` is a temporarily-assigned unique ID (cookie that expires within 90 days) that is logged in the EditAttemptStep schema.\n",
    "* Unlike the logged-in users who have a persistent bucket that's applied to their account, the logged out bucketing applies entirely to the current browser that is being used by the logged-out user.\n",
    "* WikiEditor's server-side logging doesn't have access to the bucket or anonymous user ID for logged-out users. As a result, we had to review the `event.action = 'ready'` event in EditAttemptStep to determine the user's assigned bucket. \n",
    "* Two of the participating Wikipedias, Portuguese and Persian Wikipedia, have stopped allowing IPs from editing. These wikis were still included but per wiki results for these wikis should be reviewed with this context.\n",
    "* Per the way our current infrastructure is set up, it is possible for the following to happen:\n",
    "   * 1. A logged in user (\"Person 1\") is assigned a test bucket (e.g. test or control)\n",
    "   * 2. \"Person 1\" logs out\n",
    "   * 3. \"Person 1\" revisits the Wikipedia where the A/B test is being run\n",
    "   * 4. \"Person 1\" becomes bucketed in the A/B test for a second time which means the A/B test \"thinks\" that in \"Step 3.\" someone new has entered the test when in reality it is the same person being bucketed twice\n",
    "\n",
    "\n",
    "Upon conclusion of the test on 25 March 2022, we recorded a total of 9,527 new topic attempts initiated across both test groups by 7,823 distinct logged-out contributors across all experience levels. Data was collected in [EditAttemptStep](https://gerrit.wikimedia.org/r/plugins/gitiles/schemas/event/secondary/+/refs/heads/master/jsonschema/analytics/legacy/editattemptstep/) and [talk_page_edit](https://schema.wikimedia.org/repositories//secondary/jsonschema/analytics/mediawiki/talk_page_edit/current.yaml) .\n",
    "\n",
    "In this test, a user can add a new topic using the New Topic Tool or using new topic workflows available with wikitext full-page and section editing. For the purpose of this analysis, these two types of editing experiences are defined as follows: \n",
    "\n",
    "**New Topic Tool:** Any edit to add a new topic (section) to a talk page namespace made with the new topic tool. The new topic tool allows edits using both wikitext and source mode. New Topic tool events were sampled at 100%. \n",
    "\n",
    "Recorded in EditAttemptStep as: `event.action = 'init'`, `event.integration = 'discussiontools'`, `event.init_type = 'section'`\n",
    "\n",
    "\n",
    "**Existing Add New Section Link:** Any edit to add a new topic (section) using the existing `section=new` link and workflow. These events were sampled at a rate of 1/16, or 6.25%.  \n",
    "\n",
    "Recorded in the EditAttemptStep as: `event.action = 'init', event.integration = 'page' , event.init_type = 'section', event.init_mechanism IN ('url-new', 'new')` \n",
    "\n",
    "We excluded the following types of edits from this analysis: (1) edits made with the reply tool, (2) full-page edits to create a new page or to an existing page, (3) corrective edits to an existing section. Note: It's possible to create a new section using full page editing but these were excluded for the following reasons (1) we do not have instrumentation to decipher beween an attempt to make an edit to existing text on the page vs an edit to create a new section using full page editing; and (2) This method exists in both the test and control groups and we do not believe would be impacted by the appearance of the new topic tool.  \n",
    "\n",
    "See the following Phabricator tickets for further details regarding instrumentation and implementation of the AB test:\n",
    "\n",
    "* Implement AB test bucketing [T291307](https://phabricator.wikimedia.org/T291307)\n",
    "* Start AB test [T291308](https://phabricator.wikimedia.org/T291308)"
   ]
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       "    $('div.input').show();\n",
       "  }\n",
       "  code_show = !code_show\n",
       "}  \n",
       "$( document ).ready(code_toggle);\n",
       "</script>\n",
       "  <form action=\"javascript:code_toggle()\">\n",
       "    <input type=\"submit\" value=\"Click here to toggle on/off the raw code.\">\n",
       " </form>"
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   "source": [
    "library(IRdisplay)\n",
    "\n",
    "display_html(\n",
    "'<script>  \n",
    "code_show=true; \n",
    "function code_toggle() {\n",
    "  if (code_show){\n",
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    "  code_show = !code_show\n",
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    "$( document ).ready(code_toggle);\n",
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    ")"
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   "source": [
    "shhh <- function(expr) suppressPackageStartupMessages(suppressWarnings(suppressMessages(expr)))\n",
    "shhh({\n",
    "    library(tidyverse)\n",
    "   # Modeling \n",
    "    library(brms)\n",
    "    library(lme4)\n",
    "    library(tidybayes)\n",
    "    set.seed(5)\n",
    "    # Tables:\n",
    "    library(gt)\n",
    "    library(gtsummary)\n",
    "})"
   ]
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  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "9014d3c3-7d17-48b3-a08d-7f0ad0895e84",
   "metadata": {},
   "outputs": [],
   "source": [
    "options(repr.plot.width = 15, repr.plot.height = 10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c3c9d9cd-87a0-40ea-b3eb-afcfcf07966a",
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   "source": [
    "#collect all new topic tool attempts and saves by logged-out users\n",
    "\n",
    "query <-\n",
    "\"\n",
    "--find all edit attempts\n",
    "WITH edit_attempts AS (\n",
    "    SELECT\n",
    "      wiki AS wiki,\n",
    "      event.editing_session_id as edit_attempt_id,\n",
    "      event.is_oversample AS is_oversample,\n",
    "      event.integration AS editing_method,\n",
    "      If(event.integration == 'discussiontools', 1, 0) AS new_topic_tool_used,\n",
    "      CASE\n",
    "           WHEN event.init_type = 'section' AND event.integration == 'discussiontools' THEN 'new_topic_tool'\n",
    "           WHEN event.init_type = 'section' AND event.integration == 'page' AND event.init_mechanism IN ('url-new', 'new') THEN 'new_section_link'\n",
    "          ELSE 'NA' -- check to make sure all edit types accounted for in above list\n",
    "          END AS section_edit_type\n",
    "    FROM event.editattemptstep\n",
    "WHERE\n",
    "-- only in participating wikis\n",
    "    wiki IN ('amwiki', 'bnwiki', 'zhwiki', 'nlwiki', 'arzwiki', 'frwiki', 'hewiki', 'hiwiki',\n",
    "    'idwiki', 'itwiki', 'jawiki', 'kowiki', 'omwiki', 'fawiki', 'plwiki', 'ptwiki', 'eswiki', 'thwiki',\n",
    "    'ukwiki', 'viwiki')\n",
    "-- since deployment\n",
    "  AND year = 2022\n",
    "   AND ((month = 02 and day >= 18) OR\n",
    "     (month = 03 and day <= 25))\n",
    "  -- remove bots\n",
    "  AND useragent.is_bot = false\n",
    "-- anon user\n",
    "  AND event.user_id = 0\n",
    "-- look at only desktop events\n",
    "    AND event.platform = 'desktop'\n",
    "-- review all talk namespaces\n",
    "    AND event.page_ns % 2 = 1\n",
    "  AND event.action = 'init'\n",
    "-- discard VE/Wikieditor edits to create new page or reply tool edits\n",
    "  AND NOT (\n",
    " -- not a reply tool edit\n",
    "  (event.init_type = 'page' AND event.integration = 'discussiontools') OR\n",
    " -- not an wikitext edit to create a new page\n",
    "   (event.init_type = 'page' AND event.init_mechanism IN ('url-new', 'new') AND event.integration = 'page') OR\n",
    " -- not a corrective edit to an existing section\n",
    "   (event.init_type = 'section' AND event.init_mechanism IN ('click', 'url') AND event.integration == 'page') OR\n",
    "-- not a full page edit\n",
    "   (event.init_type = 'page' AND event.init_mechanism IN ('click', 'url') AND event.integration = 'page')\n",
    " )),\n",
    "\n",
    "--- bucketing applied at ready events\n",
    "ready_events AS (\n",
    "    SELECT\n",
    "    wiki AS wiki,\n",
    "    event.anonymous_user_token as user_id, --anon token assigned at ready event\n",
    "    event.bucket AS experiment_group,\n",
    "    event.editing_session_id as edit_ready_id\n",
    " FROM event.editattemptstep\n",
    " WHERE\n",
    "-- only in participating wikis\n",
    "    wiki IN ('amwiki', 'bnwiki', 'zhwiki', 'nlwiki', 'arzwiki', 'frwiki', 'hewiki', 'hiwiki',\n",
    "    'idwiki', 'itwiki', 'jawiki', 'kowiki', 'omwiki', 'fawiki', 'plwiki', 'ptwiki', 'eswiki', 'thwiki',\n",
    "    'ukwiki', 'viwiki')\n",
    "   AND year = 2022\n",
    "    AND ((month = 02 and day >= 18) OR\n",
    "     (month = 03 and day <= 25))\n",
    "    AND event.platform = 'desktop'\n",
    "  -- only users in AB test\n",
    "    AND event.bucket IN ('test', 'control')\n",
    "    -- only talk page events\n",
    "    AND event.page_ns % 2 = 1\n",
    "   -- only anon users\n",
    "  AND event.user_id = 0\n",
    "),\n",
    "\n",
    "-- find all published comments\n",
    "published_dt_new_topics AS (\n",
    "    SELECT\n",
    "    session_id AS edit_save_id,\n",
    "    `database` AS wiki\n",
    "    FROM event.mediawiki_talk_page_edit\n",
    "    WHERE\n",
    "    year = 2022\n",
    "   AND ((month = 02 and day >= 18) OR\n",
    "     (month = 03 and day <= 25))\n",
    "   -- only in participating wikis\n",
    "    AND `database` IN ('amwiki', 'bnwiki', 'zhwiki', 'nlwiki', 'arzwiki', 'frwiki', 'hewiki', 'hiwiki',\n",
    "    'idwiki', 'itwiki', 'jawiki', 'kowiki', 'omwiki', 'fawiki', 'plwiki', 'ptwiki', 'eswiki', 'thwiki',\n",
    "    'ukwiki', 'viwiki')\n",
    "    AND performer.user_id = 0\n",
    "),\n",
    "\n",
    "published_section_link_new_topics AS (\n",
    "SELECT\n",
    "     event.editing_session_id AS edit_save_id,\n",
    "     wiki AS wiki\n",
    "     FROM event.editattemptstep\n",
    "     WHERE\n",
    " -- only in participating wikis\n",
    "     wiki IN ('amwiki', 'bnwiki', 'zhwiki', 'nlwiki', 'arzwiki', 'frwiki', 'hewiki', 'hiwiki',\n",
    "     'idwiki', 'itwiki', 'jawiki', 'kowiki', 'omwiki', 'fawiki', 'plwiki', 'ptwiki', 'eswiki', 'thwiki',\n",
    "     'ukwiki', 'viwiki')\n",
    "     AND year = 2022\n",
    "        AND ((month = 02 and day >= 18) OR\n",
    "     (month = 03 and day <= 25))\n",
    "   AND event.user_id = 0 \n",
    "   AND event.action = 'saveSuccess'  \n",
    ")\n",
    "\n",
    "\n",
    "-- main query\n",
    "SELECT\n",
    "    eas.wiki,\n",
    "    res.user_id,\n",
    "    edit_attempt_id,\n",
    "    res.experiment_group,\n",
    "    is_oversample,\n",
    "    editing_method,\n",
    "    new_topic_tool_used,\n",
    "    section_edit_type,\n",
    "-- was saved in either talk page edit or editattemptstep\n",
    "   -- was saved in either talk page edit or editattemptstep\n",
    "    IF ((section_edit_type = 'new_topic_tool' AND (tpe_save.edit_save_id IS NOT NULL OR eas_save.edit_save_id IS NOT NULL))\n",
    "        OR (section_edit_type = 'new_section_link' AND (tpe_save.edit_save_id IS NOT NULL OR eas_save.edit_save_id IS NOT NULL)), 1, 0) AS edit_success\n",
    "FROM edit_attempts eas\n",
    "INNER JOIN ready_events res ON\n",
    "   eas.edit_attempt_id = res.edit_ready_id AND\n",
    "   eas.wiki = res.wiki\n",
    "LEFT JOIN published_dt_new_topics tpe_save ON\n",
    "    eas.edit_attempt_id = tpe_save.edit_save_id AND\n",
    "    eas.wiki = tpe_save.wiki\n",
    "LEFT JOIN published_section_link_new_topics eas_save ON\n",
    "    eas.edit_attempt_id = eas_save.edit_save_id AND\n",
    "    eas.wiki = eas_save.wiki\n",
    "\"\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "323a97a7-5736-459f-84fd-d321ad2d3726",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Don't forget to authenticate with Kerberos using kinit\n",
      "\n"
     ]
    }
   ],
   "source": [
    "new_topic_attempts <-  wmfdata::query_hive(query)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "28bd102a-cd9b-4b8f-9141-f76875d9342c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# data reformatting and cleanup\n",
    "\n",
    "#set factor levels with correct baselines\n",
    "new_topic_attempts$section_edit_type <-\n",
    "  factor(\n",
    "    new_topic_attempts$section_edit_type,\n",
    "    levels = c(\"NA\", \"new_section_link\", \"new_topic_tool\"),\n",
    "    labels = c(\"NA\", \"Existing add new section link\", \"New topic tool\")\n",
    "  )\n",
    "\n",
    "new_topic_attempts$edit_success <-\n",
    "  factor(\n",
    "    new_topic_attempts$edit_success,\n",
    "    levels = c(0, 1),\n",
    "    labels = c(\"Not Complete\", \"Complete\")\n",
    "  )\n",
    "\n",
    "\n",
    "# reformat user-id and adjust to include wiki to account for duplicate user id instances.\n",
    "# Users do not have the smae user_id on different wikis\n",
    "new_topic_attempts$user_id <-\n",
    "  as.character(paste(new_topic_attempts$user_id, new_topic_attempts$wiki, sep =\"-\"))\n",
    "\n",
    "#clarfiy wiki names\n",
    "new_topic_attempts <- new_topic_attempts %>%\n",
    "  mutate(\n",
    "    wiki = case_when(\n",
    "      #clarfiy participating project names\n",
    "      wiki == 'amwiki' ~ \"Amharic Wikipedia\",\n",
    "      wiki == 'bnwiki' ~ \"Bengali Wikipedia\",\n",
    "      wiki == 'zhwiki' ~ \"Chinese Wikipedia\",\n",
    "      wiki == 'nlwiki' ~ 'Dutch Wikipedia',\n",
    "      wiki == 'arzwiki' ~ 'Egyptian Wikipedia',\n",
    "      wiki == 'frwiki' ~ 'French Wikipedia',\n",
    "      wiki == 'hewiki' ~ 'Hebrew Wikipedia',\n",
    "      wiki == 'hiwiki' ~ 'Hindi Wikipedia',\n",
    "      wiki == 'idwiki' ~ 'Indonesian Wikipedia',\n",
    "      wiki == 'itwiki' ~ 'Italian Wikipedia',  \n",
    "      wiki == 'jawiki' ~ 'Japanese Wikipedia',   \n",
    "      wiki == 'kowiki' ~ 'Korean Wikipedia',\n",
    "      wiki == 'omwiki' ~ 'Oromo Wikipedia', \n",
    "      wiki == 'fawiki' ~ 'Persian Wikipedia',  \n",
    "      wiki == 'plwiki' ~ 'Polish Wikipedia',   \n",
    "      wiki == 'ptwiki' ~ 'Portuguese Wikipedia',\n",
    "      wiki == 'eswiki' ~ 'Spanish Wikipedia',\n",
    "      wiki == 'thwiki' ~ 'Thai Wikipedia',  \n",
    "      wiki == 'ukwiki' ~ 'Ukrainian Wikipedia',\n",
    "      wiki == 'viwiki' ~ 'Vietnamese Wikipedia',    \n",
    "    )\n",
    "  ) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "23e66c2c-0656-4ff1-8be5-bdfe13a65bac",
   "metadata": {},
   "source": [
    "## New topic attempts in each group"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "45418d3b-2a31-4c27-8a8f-e6c7f47ccd4f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<caption>A tibble: 2 × 3</caption>\n",
       "<thead>\n",
       "\t<tr><th scope=col>experiment_group</th><th scope=col>users</th><th scope=col>attempts</th></tr>\n",
       "\t<tr><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "\t<tr><td>control</td><td>451</td><td>461</td></tr>\n",
       "\t<tr><td>test   </td><td>749</td><td>797</td></tr>\n",
       "</tbody>\n",
       "</table>\n"
      ],
      "text/latex": [
       "A tibble: 2 × 3\n",
       "\\begin{tabular}{lll}\n",
       " experiment\\_group & users & attempts\\\\\n",
       " <chr> & <int> & <int>\\\\\n",
       "\\hline\n",
       "\t control & 451 & 461\\\\\n",
       "\t test    & 749 & 797\\\\\n",
       "\\end{tabular}\n"
      ],
      "text/markdown": [
       "\n",
       "A tibble: 2 × 3\n",
       "\n",
       "| experiment_group &lt;chr&gt; | users &lt;int&gt; | attempts &lt;int&gt; |\n",
       "|---|---|---|\n",
       "| control | 451 | 461 |\n",
       "| test    | 749 | 797 |\n",
       "\n"
      ],
      "text/plain": [
       "  experiment_group users attempts\n",
       "1 control          451   461     \n",
       "2 test             749   797     "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "new_topic_attempts_bygroup <- new_topic_attempts %>%\n",
    "  filter(is_oversample == 'false') %>% #All Discussion Tool events are oversampled - removing to check balance.\n",
    "  group_by(experiment_group) %>%\n",
    "  summarise(users = n_distinct(user_id),\n",
    "        attempts = n_distinct(edit_attempt_id), .groups = 'drop')\n",
    "\n",
    "new_topic_attempts_bygroup"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c7f9ce83-5f94-4266-987d-e67499544945",
   "metadata": {},
   "source": [
    "# New Topic Tool Completion Rate\n",
    "\n",
    "Our key performance indicator (KPI) for this analysis identified as new topic completion rate. For the purpose of this analysis, we are defining completion rate as the percent of logged out contributors that successfully published (`event.action = 'saveSuccess'` in EditAttemptStep)[^instrumentation] at least one new topic after clicking the Add topic /Section=new link interface (`event.action = 'init'`) during the time of the AB test. \n",
    "\n",
    "Note that this does not take into account the number of attempts it took for the user to publish or the duration of their editing sessions. For comparison purposes, we also reviewed completion rate defined as the percent of all new topic edit attempts by Junior Contributors that were successfully published. This was also the dataset we used to model the impact of the new topic tool as the model accounts for both user and wiki experience on the success of each edit attempt.\n",
    "\n",
    "[^instrumentation]: During this analysis, we identified a [bug](https://phabricator.wikimedia.org/T305541) where some instances of edits sessions completed using the new topic tool were not correctly recorded as being sucessfully saved in EditAttemptStep. As a result, we also used the talk_page_edit schema to more accurately account for all edits posted by the new topic tool by joining this data with init events identifed in EditAttemptStep. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ee58e0dc-63a2-4a56-b092-193935610fc8",
   "metadata": {},
   "source": [
    "## Overall new topic completion rate "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cd0d1e2e-9407-4195-9cac-8dc14cc34ff9",
   "metadata": {},
   "source": [
    "### New topic completion rate defined as percent of edit attempts that are successfully published"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "8707c2c4-ac3e-40a8-85ec-11dfa1f4d2d1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Completion Rate By Session\n",
    "\n",
    "new_topic_completes_bysession <- new_topic_attempts %>%\n",
    "    group_by (wiki, section_edit_type) %>%\n",
    "    summarise(n_attempts = n_distinct(edit_attempt_id),\n",
    "              n_completions = n_distinct(edit_attempt_id[edit_success == 'Complete']),\n",
    "           new_topic_tool_used = as.integer(ifelse(sum(section_edit_type== 'New topic tool'), 1, 0)),\n",
    "    .groups = 'drop')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "4989aed4-1e6f-4d6f-9e87-3048c7e943f7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<caption>A tibble: 2 × 4</caption>\n",
       "<thead>\n",
       "\t<tr><th scope=col>section_edit_type</th><th scope=col>n_attempts</th><th scope=col>n_attempts_completed</th><th scope=col>completion_rate</th></tr>\n",
       "\t<tr><th scope=col>&lt;fct&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;chr&gt;</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "\t<tr><td>Existing add new section link</td><td> 700</td><td>  59</td><td>8.4% </td></tr>\n",
       "\t<tr><td>New topic tool               </td><td>8827</td><td>1044</td><td>11.8%</td></tr>\n",
       "</tbody>\n",
       "</table>\n"
      ],
      "text/latex": [
       "A tibble: 2 × 4\n",
       "\\begin{tabular}{llll}\n",
       " section\\_edit\\_type & n\\_attempts & n\\_attempts\\_completed & completion\\_rate\\\\\n",
       " <fct> & <int> & <int> & <chr>\\\\\n",
       "\\hline\n",
       "\t Existing add new section link &  700 &   59 & 8.4\\% \\\\\n",
       "\t New topic tool                & 8827 & 1044 & 11.8\\%\\\\\n",
       "\\end{tabular}\n"
      ],
      "text/markdown": [
       "\n",
       "A tibble: 2 × 4\n",
       "\n",
       "| section_edit_type &lt;fct&gt; | n_attempts &lt;int&gt; | n_attempts_completed &lt;int&gt; | completion_rate &lt;chr&gt; |\n",
       "|---|---|---|---|\n",
       "| Existing add new section link |  700 |   59 | 8.4%  |\n",
       "| New topic tool                | 8827 | 1044 | 11.8% |\n",
       "\n"
      ],
      "text/plain": [
       "  section_edit_type             n_attempts n_attempts_completed completion_rate\n",
       "1 Existing add new section link  700         59                 8.4%           \n",
       "2 New topic tool                8827       1044                 11.8%          "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# By session\n",
    "\n",
    "new_topic_completes_bysession_all <- new_topic_completes_bysession  %>%\n",
    "    group_by(section_edit_type) %>%\n",
    "    summarise(n_attempts = sum(n_attempts), \n",
    "              n_attempts_completed = sum(n_completions), \n",
    "              completion_rate = paste0(round(n_attempts_completed / n_attempts  *100, 1), \"%\"),\n",
    "              .groups = 'drop'\n",
    "  ) \n",
    "new_topic_completes_bysession_all"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "5a2c1360-0dae-4201-941d-fd1b7b000862",
   "metadata": {},
   "source": [
    "### New topic completion rate defined as percent of Junior Contributors that successfully publish at least 1 new topic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "e5854853-fad8-4b52-ac7e-5a4eb96e1564",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Contributors that completed at least 1 edit\n",
    "new_topic_completes <- new_topic_attempts %>%\n",
    "    group_by (wiki, section_edit_type, user_id) %>%\n",
    "    summarise(n_attempts = n_distinct(edit_attempt_id),\n",
    "              n_completions = n_distinct(edit_attempt_id[edit_success == 'Complete']),\n",
    "              edit_success = ifelse(sum(n_completions >= 1), 'Complete', 'Not Complete'),  #redefine edit success as user completed at least 1 edit attempt\n",
    "           new_topic_tool_used = as.integer(ifelse(sum(section_edit_type== 'New topic tool'), 1, 0)),\n",
    "    .groups = 'drop') \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "35677b2d-416c-44f5-8635-7baf829d8086",
   "metadata": {},
   "outputs": [],
   "source": [
    "# By Contributor\n",
    "# Review edit completion rate by editing method\n",
    "new_topic_completes_all <- new_topic_completes %>%\n",
    "    group_by(section_edit_type) %>%\n",
    "    summarise(n_users = n_distinct(user_id), \n",
    "              n_users_completed = sum(n_completions >= 1), #user completed at least 1 edit\n",
    "              completion_rate = paste0(round(n_users_completed / n_users  *100, 1), \"%\"),\n",
    "              .groups = 'drop'\n",
    "  ) %>% #determine credible intervals\n",
    "    cbind(as.data.frame(binom:::binom.bayes(x = .$n_users_completed, n = .$n_users, conf.level = 0.95, tol = 1e-10))) %>%\n",
    "    mutate(lower = round(lower,2), \n",
    "           upper = round(upper, 2)) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "0befe6e4-ebfe-4f3f-a3e1-56a936cbe00c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html>\n",
       "<head>\n",
       "<meta charset=\"utf-8\"/>\n",
       "<style>body{background-color:white;}</style>\n",
       "\n",
       "\n",
       "</head>\n",
       "<body>\n",
       "<table style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif; display: table; border-collapse: collapse; margin-left: auto; margin-right: auto; color: #333333; font-size: 16px; font-weight: normal; font-style: normal; background-color: #FFFFFF; width: auto; border-top-style: solid; border-top-width: 2px; border-top-color: #A8A8A8; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #A8A8A8; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3;\">\n",
       "  <thead style=\"\">\n",
       "    <tr>\n",
       "      <th colspan=\"6\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 125%; font-weight: initial; padding-top: 4px; padding-bottom: 4px; border-bottom-width: 0; font-weight: normal;\" style>Logged-out Contributors new topic completion rate</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th colspan=\"6\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 85%; font-weight: initial; padding-top: 0; padding-bottom: 4px; border-top-color: #FFFFFF; border-top-width: 0; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; font-weight: normal;\" style>across all participating Wikipedias</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <thead style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Editing method</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of users attempted</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of users completed</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;\" rowspan=\"1\" colspan=\"1\">New topic completion rate<sup style=\"font-style: italic; font-size: 65%;\">1</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\" rowspan=\"1\" colspan=\"1\">CI (Lower Bound)<sup style=\"font-style: italic; font-size: 65%;\">2</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\" rowspan=\"1\" colspan=\"1\">CI (Upper Bound)<sup style=\"font-style: italic; font-size: 65%;\">2</sup></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link<sup style=\"font-style: italic; font-size: 65%;\">3</sup></td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">678</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">55</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">8.1%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.06</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool<sup style=\"font-style: italic; font-size: 65%;\">4</sup></td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">7154</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">686</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">9.6%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.09</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.1</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "  \n",
       "  <tfoot>\n",
       "    <tr style=\"color: #333333; background-color: #FFFFFF; border-bottom-style: none; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3;\">\n",
       "      <td colspan=\"6\">\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>1</em>\n",
       "          </sup>\n",
       "           \n",
       "          Defined as percent of contributors that attempted and published at least 1 new topic\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>2</em>\n",
       "          </sup>\n",
       "           \n",
       "          95% credible intervals. There is a 95% probability that the parameter lies in this interval\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>3</em>\n",
       "          </sup>\n",
       "           \n",
       "          Sampling rate for Non-New Topic Tool events is 6.25%\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>4</em>\n",
       "          </sup>\n",
       "           \n",
       "          Sampling rate for Topic Tool Tool events is 100%\n",
       "          <br />\n",
       "        </p>\n",
       "      </td>\n",
       "    </tr>\n",
       "  </tfoot>\n",
       "</table>\n",
       "</body>\n",
       "</html>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Review edit completion rate by editor interface\n",
    "new_topic_completes_all_anon_table <- new_topic_completes_all %>%\n",
    "  select(c(1,2,3,4,11,12))  %>% #remove unneeded rows\n",
    "  gt() %>%\n",
    "  tab_header(\n",
    "    title = \"Logged-out Contributors new topic completion rate\",\n",
    "    subtitle = \"across all participating Wikipedias\"\n",
    "  )  %>%\n",
    "  cols_label(\n",
    "    section_edit_type = \"Editing method\",\n",
    "    n_users = \"Number of users attempted\",\n",
    "    n_users_completed = \"Number of users completed\",\n",
    "    completion_rate = \"New topic completion rate\",\n",
    "    lower = \"CI (Lower Bound)\",\n",
    "    upper = \"CI (Upper Bound)\"\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Defined as percent of contributors that attempted and published at least 1 new topic\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = 'completion_rate'\n",
    "    )\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Sampling rate for Non-New Topic Tool events is 6.25%\",\n",
    "    locations = cells_body(\n",
    "      columns = 'section_edit_type', rows = 1)\n",
    "    ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Sampling rate for Topic Tool Tool events is 100%\",\n",
    "    locations = cells_body(\n",
    "      columns = 'section_edit_type', rows = 2)) %>%\n",
    "    tab_footnote(\n",
    "    footnote = \"95% credible intervals. There is a 95% probability that the parameter lies in this interval\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = c('lower', 'upper')\n",
    "    )) %>%\n",
    "    gtsave(\n",
    "    \"new_topic_completes_all_anon_table.html\", inline_css = TRUE)\n",
    "\n",
    "IRdisplay::display_html(data = new_topic_completes_all_anon_table, file = \"new_topic_completes_all_anon_table.html\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "f776edae-82be-4dd8-935e-55140cd699d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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HXbbqdOnZqZmRm7XrFixdGjRz9BAwAAAJyy7DEKQPsa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      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 600,
       "width": 900
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "dodge <- position_dodge(width=0.9)\n",
    "\n",
    "p <- new_topic_completes_all  %>%\n",
    "    ggplot(aes(x= section_edit_type, y = n_users_completed / n_users, fill = section_edit_type)) +\n",
    "    geom_col(position = 'dodge') +\n",
    "    geom_text(aes(label = paste(completion_rate), fontface=2), vjust=1.2, size = 8, color = \"white\") +\n",
    "    geom_errorbar(aes(ymin = lower, ymax = upper), color = 'red', size = 1, alpha = 0.5, position = dodge, width = 0.25) +\n",
    "    scale_y_continuous(labels = scales::percent) +\n",
    "    scale_x_discrete(labels = c(\"Existing add new section link\", \"New topic tool\")) +\n",
    "    labs (y = \"Percent of contributors \",\n",
    "          x = \"Editing method\",\n",
    "          title = \"Logged-out contributors new topic completion rate \\n across all participating Wikipedias\",\n",
    "         caption = \"Defined as percent of contributors that make a new topic attempt and publish at least 1 new topic \\n\n",
    "             Red error bars: 95% credible intervals\")  +\n",
    "    scale_fill_manual(values= c(\"#999999\", \"steelblue2\")) +\n",
    "    theme(\n",
    "        panel.grid.minor = element_blank(),\n",
    "        panel.background = element_blank(),\n",
    "        plot.title = element_text(hjust = 0.5),\n",
    "        text = element_text(size=16),\n",
    "        legend.position= \"none\",\n",
    "        axis.line = element_line(colour = \"black\")) \n",
    " \n",
    "\n",
    "p\n",
    "ggsave(\"Figures/new_topic_completes_all_anon.png\", p, width = 16, height = 8, units = \"in\", dpi = 300)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2af6aacf-a223-4f34-a795-0324813338d1",
   "metadata": {},
   "source": [
    "Overall, 9.6% of all Junior Contributors that made a new topic attempt were able to successfully publish at least 1 new topic with the new topic tool, while 8.1% of all Junior Contributors successfully published a new topic using the existing add new section link workflow. This represents a 1.5 percentage point; 18.5% observed increase in new topic completion rate. \n",
    "\n",
    "A couple notes:\n",
    "* The red error bars indicate the level of uncertainty in the identifed completion rates. There is more uncertainty in the identified completion rates for the existing add new section link. This is due to the smaller sample number of events recorded for the existing add new section link editing method (These events are sampled at 6.25%).  \n",
    "* This does not take into account the number of attempts it took for the user to publish or the duration of their editing sessions. If we look just at the percent of editing sessions succesfully completed, there was a 3.4 percentage point (8.4 → 11.8%); 40.5% observed increase in new topic completion rate for editing sessions completed using the new topic tool. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7cf557d6-65f4-4da4-b54b-64350de5c7d4",
   "metadata": {},
   "source": [
    "## New topic completion rate by participating Wikipedia "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "c431221d-95d8-4cc3-b97b-9540594e42c4",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Review edit completions by editing method and wiki\n",
    "new_topic_completes_bywiki <- new_topic_completes %>%\n",
    "    group_by(wiki, section_edit_type) %>%\n",
    "    summarise(n_users = n_distinct(user_id), \n",
    "              n_users_completed = sum(n_completions >=1), #user completed at least 1 edit\n",
    "              completion_rate = paste0(round(n_users_completed / n_users  *100, 1), \"%\"),\n",
    "              .groups = 'drop'\n",
    "  ) %>% #determine credible intervals\n",
    "    cbind(as.data.frame(binom:::binom.bayes(x = .$n_users_completed, n = .$n_users, conf.level = 0.95, tol = 1e-10))) %>%\n",
    "    mutate(lower = round(lower,2), \n",
    "           upper = round(upper, 2)) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "ab92ea6f-77af-4d16-9364-8e98d48c38e7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html>\n",
       "<head>\n",
       "<meta charset=\"utf-8\"/>\n",
       "<style>body{background-color:white;}</style>\n",
       "\n",
       "\n",
       "</head>\n",
       "<body>\n",
       "<table style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif; display: table; border-collapse: collapse; margin-left: auto; margin-right: auto; color: #333333; font-size: 16px; font-weight: normal; font-style: normal; background-color: #FFFFFF; width: auto; border-top-style: solid; border-top-width: 2px; border-top-color: #A8A8A8; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #A8A8A8; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3;\">\n",
       "  <thead style=\"\">\n",
       "    <tr>\n",
       "      <th colspan=\"7\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 125%; font-weight: initial; padding-top: 4px; padding-bottom: 4px; border-bottom-width: 0; font-weight: normal;\" style>Logged-out contributors new topic completion rate by participating Wikipedia</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th colspan=\"7\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 85%; font-weight: initial; padding-top: 0; padding-bottom: 4px; border-top-color: #FFFFFF; border-top-width: 0; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; font-weight: normal;\" style></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <thead style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;\" rowspan=\"1\" colspan=\"1\">Wikipedia</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Editing method<sup style=\"font-style: italic; font-size: 65%;\">1,2</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of users attempted</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of users completed</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;\" rowspan=\"1\" colspan=\"1\">Completion rate<sup style=\"font-style: italic; font-size: 65%;\">3</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\" rowspan=\"1\" colspan=\"1\">CI (Lower Bound)<sup style=\"font-style: italic; font-size: 65%;\">4</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\" rowspan=\"1\" colspan=\"1\">CI (Upper Bound)<sup style=\"font-style: italic; font-size: 65%;\">4</sup></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Amharic Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">6</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Bengali Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">50%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.12</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Bengali Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">427</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">8</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">1.9%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.01</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Chinese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">290</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">8</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">2.8%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.01</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Chinese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">235</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">15</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">6.4%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.04</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Dutch Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">15</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">13.3%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.01</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Dutch Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">262</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">32</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">12.2%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.08</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Egyptian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">21</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">4.8%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.17</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">French Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">61</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">5</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">8.2%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.03</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">French Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1517</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">89</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">5.9%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.05</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Hebrew Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">9</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">44.4%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.17</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.74</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Hebrew Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">220</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">46</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">20.9%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.16</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.26</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Hindi Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">25%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Hindi Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">435</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">7</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">1.6%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.01</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.03</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Indonesian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">13</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.13</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Indonesian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">170</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">5</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">2.9%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.01</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Italian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">37</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">6</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">16.2%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.06</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.29</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Italian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">640</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">124</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">19.4%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.16</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.23</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Japanese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">38</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">10.5%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.03</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Japanese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">614</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">50</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">8.1%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.06</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Korean Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Korean Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">92</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">11</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">12%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.06</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Oromo Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Persian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">16</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">6.2%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Persian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">353</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">19</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">5.4%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.03</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.08</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Polish Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">19</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">3</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">15.8%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.03</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.34</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Polish Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">268</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">69</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">25.7%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.21</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Portuguese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">10</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">10%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Portuguese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">355</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">27</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">7.6%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.05</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Spanish Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">89</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">12</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">13.5%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.07</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Spanish Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1006</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">128</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">12.7%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.11</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.15</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Thai Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">25</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Thai Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">125</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">3</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">2.4%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Ukrainian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">7</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">28.6%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.04</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.61</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Ukrainian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">115</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">25</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">21.7%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.15</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.30</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Vietnamese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">37</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">10.8%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.03</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.22</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Vietnamese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">289</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">27</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">9.3%</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.06</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.13</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "  \n",
       "  <tfoot>\n",
       "    <tr style=\"color: #333333; background-color: #FFFFFF; border-bottom-style: none; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3;\">\n",
       "      <td colspan=\"7\">\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>1</em>\n",
       "          </sup>\n",
       "           \n",
       "          Sampling rate for Non-New Topic Tool events is 6.25%\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>2</em>\n",
       "          </sup>\n",
       "           \n",
       "          Sampling rate for New Topic Tool events is 100%\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>3</em>\n",
       "          </sup>\n",
       "           \n",
       "          Defined as percent of contributors that make a new topic attempt and publish at least 1 new topic\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>4</em>\n",
       "          </sup>\n",
       "           \n",
       "          95% credible intervals. There is a 95% probability that the parameter lies in this interval\n",
       "          <br />\n",
       "        </p>\n",
       "      </td>\n",
       "    </tr>\n",
       "  </tfoot>\n",
       "</table>\n",
       "</body>\n",
       "</html>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "NULL"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "new_topic_completes_bywiki_anon_table <- new_topic_completes_bywiki   %>%\n",
    "  select(c(1,2,3,4,5,12,13))  %>% #remove unneeded rows\n",
    "  gt() %>%\n",
    "  tab_header(\n",
    "    title = \"Logged-out contributors new topic completion rate by participating Wikipedia\"\n",
    "  )  %>%\n",
    "  cols_label(\n",
    "    wiki = \"Wikipedia\",\n",
    "    section_edit_type= \"Editing method\",\n",
    "    n_users = \"Number of users attempted\",\n",
    "    n_users_completed = \"Number of users completed\",\n",
    "    completion_rate = \"Completion rate\",\n",
    "    lower = \"CI (Lower Bound)\",\n",
    "    upper = \"CI (Upper Bound)\"\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Defined as percent of contributors that make a new topic attempt and publish at least 1 new topic\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = 'completion_rate'\n",
    "    )\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Sampling rate for Non-New Topic Tool events is 6.25%\",\n",
    "     locations = cells_column_labels(\n",
    "      columns = 'section_edit_type'\n",
    "    ) \n",
    "    ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Sampling rate for New Topic Tool events is 100%\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = 'section_edit_type'\n",
    "    ))  %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"95% credible intervals. There is a 95% probability that the parameter lies in this interval\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = c('lower', 'upper')\n",
    "    )) %>%\n",
    "    gtsave(\n",
    "    \"new_topic_completes_bywiki_anon_table.html\", inline_css = TRUE)\n",
    "\n",
    "IRdisplay::display_html(data = new_topic_completes_bywiki_anon_table, file = \"new_topic_completes_bywiki_anon_table.html\")\n",
    "\n",
    "new_topic_completes_bywiki_anon_table"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "f7766dba-1e94-4d6b-be4f-88992cf6dae4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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o9n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\n0VumTZtmMpmampoOHDigKEpOTo5Op1NVdcuWL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Xn2zCtP3paO1Ovq57pO+cgdbNUYo/RS61OKo6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\nqtT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5crC5Ju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\nc3Nzbm6uiGRmZup0urq6OmWtUtxgtw0yJ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      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 600,
       "width": 900
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot edit completion rates for each user on each wiki  \n",
    "\n",
    "p <- new_topic_completes_bywiki  %>%\n",
    "    filter(!(wiki %in% c('Amharic Wikipedia', 'Bengali Wikipedia', 'Hindi Wikipedia', 'Oromo Wikipedia',\n",
    "                        'Korean Wikipedia', 'Ukranian Wikipedia'))) %>% # remove wikis where there are under 10 events total for editing method\n",
    "    ggplot(aes(x= section_edit_type, y = n_users_completed / n_users, fill = section_edit_type)) +\n",
    "    geom_col(position = 'dodge') +\n",
    "    geom_text(aes(label = paste(completion_rate), fontface=2), vjust=1.2, size = 5, color = \"white\") +\n",
    "    geom_errorbar(aes(ymin = lower, ymax = upper), color = 'red', size = 1, alpha = 0.5, position = dodge, width = 0.25) +\n",
    "    facet_wrap(~ wiki) +\n",
    "    scale_y_continuous(labels = scales::percent) +\n",
    "    labs (y = \"Percent of contributors \",\n",
    "          title = \"Logged-out contributors new topic completion rate by participating Wikipedia\",\n",
    "        caption = \"Amharic, Bengali, Hindi, Oromo, Korean, and Ukranian removed from analysis due to insufficient events \\n\n",
    "                   Red error bars: 95% credible intervals\")  +\n",
    "    scale_fill_manual(values= c(\"#999999\", \"steelblue2\"), name = \"Editing Method\", labels = c(\"Existing add new section link\", \"New topic tool\"))  +\n",
    "    theme(\n",
    "        panel.grid.minor = element_blank(),\n",
    "        panel.background = element_blank(),\n",
    "        plot.title = element_text(hjust = 0.5),\n",
    "        text = element_text(size=16),\n",
    "        legend.position=\"bottom\",\n",
    "        axis.text.x = element_blank(),\n",
    "        axis.title.x=element_blank(),\n",
    "        axis.line = element_line(colour = \"black\")) \n",
    "\n",
    "      \n",
    "p\n",
    "ggsave(\"Figures/new_topic_completes_bywiki_anon.png\", p, width = 16, height = 8, units = \"in\", dpi = 300)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ff732761-f695-47dd-8f65-3edf8303f18b",
   "metadata": {},
   "source": [
    "Trends vary on a per wikipedia basis.  \n",
    "\n",
    "There were no significiant decreases in new topic tool completion rate for any particular wiki with the exception of Hebrew Wikipedia, which saw a 20 percentage point decrease (44.4% → 20.9%; 50% decrease) in new topic completion rate for logged-out contributors using the new topic tool. \n",
    "\n",
    "A couple notes:\n",
    "* There is a large degree of uncertaintly around many of these per wiki completion rate values due to the smaller sample sizes available for review on a per Wikipedia basis, especially for the existing add new section link events which were sampled at only 6.25%. These smaller sample sizes resulted in greater credible intervals indicating more uncertainty in the identified percentages (as represented by larger red error bars on the chart above). \n",
    "*  A decrease in new topic tool completion rate was also observed for logged-in Junior Contributors at Hebrew Wikipedia. Additional follow-up on the use of this tool at this Wiki may provide some additional insights.\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3621c5d0-82fa-4517-9038-72e4b0b507f8",
   "metadata": {},
   "source": [
    "## Modeling the impact of the new topic tool"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7b4d7735-beda-4e1e-a410-1205041d4d75",
   "metadata": {},
   "source": [
    "We next explored different models to correctly infer the impact of the new topic tool on whether a new topic was completed or not and account for the random effects by the user and wiki. This allows us to confirm if the observed increase above is statistically significant (did not occur due to random chance).\n",
    "\n",
    "New topic attempts completed on the same Wikipedia and by the users on that Wikipedia are related to each other. Therefore, we can more accurately infer the impact of the new topic tool by accounting for the effect of the user and wiki on the success probability of a Junior Contributor completing an edit.\n",
    "\n",
    "We used a [Bayesian Hierarchical regression model](https://en.wikipedia.org/wiki/Bayesian_hierarchical_modeling) to model this structure. For this model, we reviewed whether each edit attempt was sucesfully completed or not. We identified the user and Wikipedia as random effects and whether the new topic tool was used as the fixed effect or predictor variable."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "a6bfb26a-f7fe-4642-ac19-7c7ad0f7a400",
   "metadata": {},
   "outputs": [],
   "source": [
    "#redefine edit success as factor for use in the model\n",
    "new_topic_completes$edit_success <-\n",
    "  factor(\n",
    "    new_topic_completes$edit_success,\n",
    "    levels = c(\"Not Complete\", \"Complete\")\n",
    "  )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "5438f27c-721e-42e2-b799-2412234e8e85",
   "metadata": {},
   "outputs": [],
   "source": [
    "priors <- c(\n",
    "  set_prior(prior = \"std_normal()\", class = \"b\"),\n",
    "  set_prior(\"cauchy(0, 5)\", class = \"sd\")\n",
    ")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "917b6a77-f5b4-46b4-8c5c-48ecee8ae037",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "fit_anon <- brm(\n",
    "  edit_success ~ section_edit_type + (1 | wiki/user_id),\n",
    "  family = bernoulli(link = \"logit\"),\n",
    "  data = new_topic_completes,\n",
    "  prior = priors,\n",
    "  chains = 6, cores = 4\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "b1a20d95-8fd0-4f3b-af8b-60477e87a08c",
   "metadata": {},
   "outputs": [],
   "source": [
    "fit_anon_tbl <- fit_anon  %>%\n",
    "  spread_draws(b_section_edit_typeNewtopictool, b_Intercept) %>%\n",
    "  mutate(\n",
    "    exp_b = exp(b_section_edit_typeNewtopictool),\n",
    "    b4 = b_section_edit_typeNewtopictool/ 4,\n",
    "    avg_lift =  plogis(b_Intercept + b_section_edit_typeNewtopictool) - plogis(b_Intercept)\n",
    "  ) %>%\n",
    "  pivot_longer(\n",
    "    b_section_edit_typeNewtopictool:avg_lift,\n",
    "    names_to = \"param\",\n",
    "    values_to = \"val\"\n",
    "  ) %>%\n",
    "  group_by(param) %>%\n",
    "  summarize(\n",
    "    ps = c(0.025, 0.5, 0.975),\n",
    "    qs = quantile(val, probs = ps),\n",
    "    .groups = \"drop\"\n",
    "  ) %>%\n",
    "  mutate(\n",
    "    quantity = ifelse(\n",
    "      param %in% c(\"b_Intercept\", \"b_section_edit_typeNewtopictool\"),\n",
    "      \"Parameter\", \"Function of parameter(s)\"\n",
    "    ),\n",
    "    param = factor(\n",
    "      param,\n",
    "      c(\"b_Intercept\", \"b_section_edit_typeNewtopictool\", \"exp_b\", \"b4\", \"avg_lift\"),\n",
    "      c(\"(Intercept)\", \"Using new topic tool\", \"Multiplicative effect on odds\", \"Maximum Lift\", \"Average lift\")\n",
    "    ),\n",
    "    ps = factor(ps, c(0.025, 0.5, 0.975), c(\"lower\", \"median\", \"upper\")),\n",
    "  ) %>%\n",
    "  pivot_wider(names_from = \"ps\", values_from = \"qs\") %>%\n",
    "  arrange(quantity, param)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "1fdaeaae-768d-4e47-b6af-85452687d8d0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html>\n",
       "<head>\n",
       "<meta charset=\"utf-8\"/>\n",
       "<style>body{background-color:white;}</style>\n",
       "\n",
       "\n",
       "</head>\n",
       "<body>\n",
       "<table style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif; display: table; border-collapse: collapse; margin-left: auto; margin-right: auto; color: #333333; font-size: 16px; font-weight: normal; font-style: normal; background-color: #FFFFFF; width: auto; border-top-style: solid; border-top-width: 2px; border-top-color: #A8A8A8; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #A8A8A8; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3;\">\n",
       "  <thead style=\"\">\n",
       "    <tr>\n",
       "      <th colspan=\"3\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 125%; font-weight: initial; padding-top: 4px; padding-bottom: 4px; border-bottom-width: 0; font-weight: normal;\" style>Logged-Out Contributor Completion Rate: Posterior summary of model parameters</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th colspan=\"3\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 85%; font-weight: initial; padding-top: 0; padding-bottom: 4px; border-top-color: #FFFFFF; border-top-width: 0; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; font-weight: normal;\" style></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <thead style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;\" rowspan=\"1\" colspan=\"1\"></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Point Estimate</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">95% CI<sup style=\"font-style: italic; font-size: 65%;\">1</sup></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3;\">\n",
       "    <tr style=\"\">\n",
       "      <td colspan=\"3\" style=\"padding: 8px; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: initial; text-transform: inherit; border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; font-weight: bold;\">Parameter</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: initial; text-transform: inherit; border-right-style: solid; border-right-width: 2px; padding-left: 12px; text-align: left;\">(Intercept)</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">&minus;2.804</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">(&minus;4.247, &minus;2.098)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: initial; text-transform: inherit; border-right-style: solid; border-right-width: 2px; padding-left: 12px; text-align: left;\">Using new topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0.001</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">(&minus;0.339, 0.345)</td>\n",
       "    </tr>\n",
       "    <tr style=\"\">\n",
       "      <td colspan=\"3\" style=\"padding: 8px; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: initial; text-transform: inherit; border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; font-weight: bold;\">Function of parameter(s)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: initial; text-transform: inherit; border-right-style: solid; border-right-width: 2px; padding-left: 12px; text-align: left;\">Multiplicative effect on odds</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1.001</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">(0.713, 1.412)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: initial; text-transform: inherit; border-right-style: solid; border-right-width: 2px; padding-left: 12px; text-align: left;\">Maximum Lift</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0.0&percnt;<sup style=\"font-style: italic; font-size: 65%;\">2</sup></td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">(&minus;8.5&percnt;, 8.6&percnt;)</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: initial; text-transform: inherit; border-right-style: solid; border-right-width: 2px; padding-left: 12px; text-align: left;\">Average lift</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0.0&percnt;<sup style=\"font-style: italic; font-size: 65%;\">3</sup></td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">(&minus;2.2&percnt;, 1.8&percnt;)</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "  \n",
       "  <tfoot>\n",
       "    <tr style=\"color: #333333; background-color: #FFFFFF; border-bottom-style: none; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3;\">\n",
       "      <td colspan=\"3\">\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>1</em>\n",
       "          </sup>\n",
       "           \n",
       "          CI: Credible Interval\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>2</em>\n",
       "          </sup>\n",
       "           \n",
       "          Maximum lift calculated using the divide-by-4-rule\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>3</em>\n",
       "          </sup>\n",
       "           \n",
       "          Average lift = Pr(Success|New Topic Tool) - Pr(Success|Existing New Section Link Editing) = logit<sup>-1</sup>(&beta;<sub>0</sub> + &beta;<sub>1</sub>) - logit<sup>-1</sup>(&beta;<sub>0</sub>)\n",
       "          <br />\n",
       "        </p>\n",
       "      </td>\n",
       "    </tr>\n",
       "  </tfoot>\n",
       "</table>\n",
       "</body>\n",
       "</html>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fit_anon_tbl%>%\n",
    "  gt(rowname_col = \"param\", groupname_col = \"quantity\") %>%\n",
    "  row_group_order(c(\"Parameter\", \"Function of parameter(s)\")) %>%\n",
    "  fmt_number(vars(lower, median, upper), decimals = 3) %>%\n",
    "  fmt_percent(columns = vars(median, lower, upper), rows = 2:3, decimals = 1) %>%\n",
    "  cols_align(\"center\", vars(median, lower, upper)) %>%\n",
    "  cols_merge(vars(lower, upper), pattern = \"({1}, {2})\") %>%\n",
    "  cols_move_to_end(vars(lower)) %>%\n",
    "  cols_label(median = \"Point Estimate\", lower = \"95% CI\") %>%\n",
    "  tab_style(cell_text(weight = \"bold\"), cells_row_groups()) %>%\n",
    "  tab_footnote(\"CI: Credible Interval\", cells_column_labels(vars(lower))) %>%\n",
    "  tab_footnote(\n",
    "    html(\"Average lift = Pr(Success|New Topic Tool) - Pr(Success|Existing New Section Link Editing) = logit<sup>-1</sup>(&beta;<sub>0</sub> + &beta;<sub>1</sub>) - logit<sup>-1</sup>(&beta;<sub>0</sub>)\"),\n",
    "    cells_body(vars(median), 3)\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    html(\"Maximum lift calculated using the divide-by-4-rule\"),\n",
    "    cells_body(vars(median), 2)\n",
    "  ) %>%\n",
    "  tab_header(\"Logged-Out Contributor Completion Rate: Posterior summary of model parameters\") %>%\n",
    "      gtsave(\n",
    "    \"fit_anon_tbl.html\", inline_css = TRUE)\n",
    "\n",
    "\n",
    "IRdisplay::display_html(file = \"fit_anon_tbl.html\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "cd873dc0-f351-4989-b722-0c5ae5e9942f",
   "metadata": {},
   "source": [
    "Since the model parameters are on the log-odds scale, we needed to apply the following transformations to make sense of them. \n",
    "* We used the \"divide-by-4\" rule suggested by Gelman, Hill, and Vehtari 2021 [^Gelman] to approximate the maximum increase in the probability of success corresponding to which editing interface (reply tool or page editing) was used. Using the bayesian model, we can also directly calculate the average lift.\n",
    "* Since the model parameters are on the log-odds scale, we need to take the exponentiation of the effect (exp(β~1~)) to determine the multiplicative effect on the odds of a Junior Contributor successfully publishing at least 1 comment.\n",
    "\n",
    "[^Gelman]: Gelman, Andrew, Jennifer Hill, and Aki Vehtari. 2021. Regression and other stories. https://doi.org/10.1017/9781139161879.\n",
    "\n",
    "While we observed an increase in the new topic completion rate for logged-out contributors, there is not sufficient evidence to definitively say that the new topic tool led to this increase - as indicated by a credible interval that crosses 1, since a multiplicative effect of 1 is no change either way.\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "61bfb325-c94e-4373-8904-0f0bcb737b54",
   "metadata": {},
   "source": [
    "# Guardrail Analyses"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ed437efd-ed4d-498f-8f06-68bfd7551cd4",
   "metadata": {},
   "source": [
    "## New Topic Revert Rate "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d5b19a1f-ef42-496e-9985-dfb367e8dc02",
   "metadata": {},
   "source": [
    "We also wanted to ensure that enabling the new topic tool did not result in an increase in the number of disruptive edits being made to talk pages. \n",
    "\n",
    "To evaluate any disruption caused by the new topic tool, we determined the percent of new topics published to talk pages that were reverted within 48 hours. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "55595fc7-154f-43a3-99ec-82e7afdb88fb",
   "metadata": {},
   "source": [
    "### Methodology\n",
    "\n",
    "For this analysis, we reviewed data recorded in [mediawiki_history](https://wikitech.wikimedia.org/wiki/Analytics/Data_Lake/Edits/MediaWiki_history) to identify the percent comments posted with the new topic tool (identified by the revision tag: `discussiontools-newtopic`) on talk pages that are reverted within 48 hours [^revert].  We joined this data with AB test data logged in editAttemptStep and talk_page_edit to isolate data to the attempts included in the AB test and try to exclude any edits not made to create a new topic. \n",
    "\n",
    "[^revert]: 48 hours is a common cutoff, as research suggests that, at least for the English Wikipedia, nearly all reverts take place within 48 hours. Source: Research: Revert. Mediawiki. https://meta.wikimedia.org/wiki/Research:Revert.\n",
    "\n",
    "We compared the revert rate for new topics published using the new topic tool to the revert rate for new topics made using the existing section link editing during the same timeframe. \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "08d5aa4a-054f-466d-a9e5-9b1bea55cfe1",
   "metadata": {},
   "outputs": [],
   "source": [
    "new_topic_reverts_anon <-\n",
    "  read.csv(\n",
    "    file = 'Data/new_topic_reverts_anon.csv',\n",
    "    header = TRUE,\n",
    "    sep = \",\",\n",
    "    stringsAsFactors = FALSE\n",
    "  ) # loads all revert data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "928ddcc5-4533-483c-a114-658e83aa1899",
   "metadata": {},
   "outputs": [],
   "source": [
    "#clarfiy levels and labels for factor variables\n",
    "new_topic_reverts_anon$section_edit_type <-\n",
    "  factor(\n",
    "    new_topic_reverts_anon$section_edit_type,\n",
    "    levels = c(\"non-new-topic-tool\", \"new-topic-tool\"),\n",
    "    labels = c(\"Existing add new section link\", \"New topic tool\")\n",
    "  )\n",
    "\n",
    "new_topic_reverts_anon$is_reverted <-\n",
    "  factor(new_topic_reverts_anon$is_reverted,\n",
    "         levels = c(\"reverted\", \"not-reverted\"),\n",
    "         labels = c(\"Reverted\", \"Not reverted\"))\n",
    "\n",
    "\n",
    "#clarfiy wiki names\n",
    "new_topic_reverts_anon <- new_topic_reverts_anon %>%\n",
    " mutate(\n",
    "    wiki = case_when(\n",
    "      #clarfiy participating project names\n",
    "      wiki == 'amwiki' ~ \"Amharic Wikipedia\",\n",
    "      wiki == 'bnwiki' ~ \"Bengali Wikipedia\",\n",
    "      wiki == 'zhwiki' ~ \"Chinese Wikipedia\",\n",
    "      wiki == 'nlwiki' ~ 'Dutch Wikipedia',\n",
    "      wiki == 'arzwiki' ~ 'Egyptian Wikipedia',\n",
    "      wiki == 'frwiki' ~ 'French Wikipedia',\n",
    "      wiki == 'hewiki' ~ 'Hebrew Wikipedia',\n",
    "      wiki == 'hiwiki' ~ 'Hindi Wikipedia',\n",
    "      wiki == 'idwiki' ~ 'Indonesian Wikipedia',\n",
    "      wiki == 'itwiki' ~ 'Italian Wikipedia',  \n",
    "      wiki == 'jawiki' ~ 'Japanese Wikipedia',   \n",
    "      wiki == 'kowiki' ~ 'Korean Wikipedia',\n",
    "      wiki == 'omwiki' ~ 'Oromo Wikipedia', \n",
    "      wiki == 'fawiki' ~ 'Persian Wikipedia',  \n",
    "      wiki == 'plwiki' ~ 'Polish Wikipedia',   \n",
    "      wiki == 'ptwiki' ~ 'Portuguese Wikipedia',\n",
    "      wiki == 'eswiki' ~ 'Spanish Wikipedia',\n",
    "      wiki == 'thwiki' ~ 'Thai Wikipedia',  \n",
    "      wiki == 'ukwiki' ~ 'Ukrainian Wikipedia',\n",
    "      wiki == 'viwiki' ~ 'Vietnamese Wikipedia',    \n",
    "    )\n",
    "  ) "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f255815-9ee3-4b6f-9676-ba6f36e77225",
   "metadata": {},
   "source": [
    "### Overall revert rate across all participating Wikipedias"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "fe11df0f-b876-4c7c-8950-d92f9759d93f",
   "metadata": {},
   "outputs": [],
   "source": [
    "# aggregrate based on editing experience type\n",
    "new_topic_reverts_all <- new_topic_reverts_anon %>%\n",
    "    group_by(section_edit_type) %>%\n",
    "    summarise(total_reverts = n_distinct(revision_id[is_reverted == \"Reverted\"]),\n",
    "              total_comments = n_distinct(revision_id),\n",
    "              revert_rate =paste(round(total_reverts/total_comments * 100, 2), '%'), .groups = 'drop') %>%\n",
    "    # add credible intervals\n",
    "    cbind(as.data.frame(binom:::binom.bayes(x = .$total_reverts, n = .$total_comments, conf.level = 0.95, tol = 1e-10))) %>%\n",
    "    mutate(lower = round(lower,2), \n",
    "           upper = round(upper, 2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "355e7319-7b73-4cf6-8592-c68230bb1f6b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html>\n",
       "<head>\n",
       "<meta charset=\"utf-8\"/>\n",
       "<style>body{background-color:white;}</style>\n",
       "\n",
       "\n",
       "</head>\n",
       "<body>\n",
       "<table style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif; display: table; border-collapse: collapse; margin-left: auto; margin-right: auto; color: #333333; font-size: 16px; font-weight: normal; font-style: normal; background-color: #FFFFFF; width: auto; border-top-style: solid; border-top-width: 2px; border-top-color: #A8A8A8; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #A8A8A8; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3;\">\n",
       "  <thead style=\"\">\n",
       "    <tr>\n",
       "      <th colspan=\"6\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 125%; font-weight: initial; padding-top: 4px; padding-bottom: 4px; border-bottom-width: 0; font-weight: normal;\" style>Logged-out contributors new topic revert rate across all participating Wikipedias</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th colspan=\"6\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 85%; font-weight: initial; padding-top: 0; padding-bottom: 4px; border-top-color: #FFFFFF; border-top-width: 0; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; font-weight: normal;\" style>Across all participating Wikipedias</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <thead style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Editing method<sup style=\"font-style: italic; font-size: 65%;\">1</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of new topics reverted</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of new topics published</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;\" rowspan=\"1\" colspan=\"1\">Revert rate<sup style=\"font-style: italic; font-size: 65%;\">2</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\" rowspan=\"1\" colspan=\"1\">CI (Lower Bound)<sup style=\"font-style: italic; font-size: 65%;\">3</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\" rowspan=\"1\" colspan=\"1\">CI (Upper Bound)<sup style=\"font-style: italic; font-size: 65%;\">3</sup></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">12</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">58</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">20.69 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.11</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">240</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1015</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">23.65 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.21</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.26</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "  \n",
       "  <tfoot>\n",
       "    <tr style=\"color: #333333; background-color: #FFFFFF; border-bottom-style: none; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3;\">\n",
       "      <td colspan=\"6\">\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>1</em>\n",
       "          </sup>\n",
       "           \n",
       "          Sampling rate is 100% for new topic tool events and 6.25% for non-new topic tool events\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>2</em>\n",
       "          </sup>\n",
       "           \n",
       "          Defined as percent of new topics reverted within 48 hours.\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>3</em>\n",
       "          </sup>\n",
       "           \n",
       "          95% credible intervals. There is a 95% probability that the parameter lies in this interval\n",
       "          <br />\n",
       "        </p>\n",
       "      </td>\n",
       "    </tr>\n",
       "  </tfoot>\n",
       "</table>\n",
       "</body>\n",
       "</html>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "new_topic_reverts_anon_all_table <- new_topic_reverts_all %>%\n",
    "  select(c(1,2,3,4,11, 12))  %>% #remove unneeded rows\n",
    "  gt()  %>%\n",
    "  tab_header(\n",
    "    title = \"Logged-out contributors new topic revert rate across all participating Wikipedias\",\n",
    "    subtitle = \"Across all participating Wikipedias\"\n",
    "  )  %>%\n",
    "  cols_label(\n",
    "    section_edit_type = \"Editing method\",\n",
    "    total_reverts = \"Number of new topics reverted\",\n",
    "    total_comments = \"Number of new topics published\",\n",
    "    revert_rate = \"Revert rate\",\n",
    "    lower = \"CI (Lower Bound)\",\n",
    "    upper = \"CI (Upper Bound)\"\n",
    "  ) %>%\n",
    "\n",
    "  tab_footnote(\n",
    "    footnote = \"Defined as percent of new topics reverted within 48 hours.\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = 'revert_rate'\n",
    "    )\n",
    "  )  %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Sampling rate is 100% for new topic tool events and 6.25% for non-new topic tool events\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = 'section_edit_type'\n",
    "    )\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"95% credible intervals. There is a 95% probability that the parameter lies in this interval\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = c('lower', 'upper')\n",
    "    )\n",
    "  ) %>%\n",
    "    gtsave(\n",
    "    \"new_topic_reverts_anon_all_table.html\", inline_css = TRUE)\n",
    "\n",
    "IRdisplay::display_html(file = \"new_topic_reverts_anon_all_table.html\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "ccbf5220-8d55-4a59-967a-f426578af0cc",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 600,
       "width": 900
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot revert rates\n",
    "\n",
    "p <- new_topic_reverts_all %>%\n",
    "    ggplot(aes(x= section_edit_type, y = total_reverts/ total_comments, fill = section_edit_type)) +\n",
    "    geom_col(position = 'dodge') +\n",
    "     geom_errorbar(aes(ymin = lower, ymax = upper), color = 'red', size = 1, alpha = 0.5, position = dodge, width = 0.25) +\n",
    "    geom_text(aes(label = paste(revert_rate), fontface=2), vjust=1.2, size = 8, color = \"white\") +\n",
    "    scale_y_continuous(labels = scales::percent) +\n",
    "    scale_x_discrete(labels = c(\"Previous add new section link\", \"New topic tool\")) +\n",
    "    labs (y = \"Percent of new comments reverted \",\n",
    "          title = \"Logged out contributors new topic revert rate across \\n all participating Wikipedias\",\n",
    "         caption = \"Revert rate defined as percent of published new topics reverted within 48 hours \\n\n",
    "                    Red error bars: 95% credible intervals\")  +\n",
    "    scale_fill_manual(values= c(\"#999999\", \"steelblue2\"), name = \"Editing Method\", labels = c(\"Existing add new section link\", \"New topic tool\"))  +\n",
    "    theme(\n",
    "        panel.grid.minor = element_blank(),\n",
    "        panel.background = element_blank(),\n",
    "        plot.title = element_text(hjust = 0.5),\n",
    "        text = element_text(size=16),\n",
    "        legend.position=\"bottom\",\n",
    "        axis.text.x = element_blank(),\n",
    "        axis.title.x=element_blank(),\n",
    "        axis.line = element_line(colour = \"black\")) \n",
    "\n",
    "p\n",
    "ggsave(\"Figures/new_topic_reverts_anon_all .png\", p, width = 16, height = 8, units = \"in\", dpi = 300)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9612b0c9-ea3b-4a44-9569-22c39b3df381",
   "metadata": {},
   "source": [
    "Overall, across all participating Wikipedias, we observed a slight 3 percentage point (20.7% → 23.7%; 14.5% increase) in the revert rate for new topic tool edits made by Junior Contributors compared to edits made using the existing add new section link.  \n",
    "\n",
    "It is important to note that there is high level of uncertaininty in the revert rate identified for the exisiting add new section link as indicated by the red error bar in the chart above. This is due to the smaller numer of events available to review for this editing method. As a result, there is not sufficient evidence to identify any significant changes in revert rate caused by the new topic tool. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c0916526-4c25-44f9-b12d-8e1bf54356e1",
   "metadata": {},
   "source": [
    "### Revert rate by participating Wikipedia"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "1dcbda8d-e8c5-42bb-9153-f27d383e2476",
   "metadata": {},
   "outputs": [],
   "source": [
    "# aggregrate data by wiki and editing interface\n",
    "new_topic_reverts_bywiki <- new_topic_reverts_anon %>%\n",
    "    group_by(wiki, section_edit_type) %>%\n",
    "    summarise(total_reverts = n_distinct(revision_id[is_reverted == \"Reverted\"]),\n",
    "              total_comments = n_distinct(revision_id),\n",
    "              revert_rate =paste(round(total_reverts/total_comments * 100, 2), '%'), .groups = 'drop') %>%\n",
    "    cbind(as.data.frame(binom:::binom.bayes(x = .$total_reverts, n = .$total_comments, conf.level = 0.95, tol = 1e-10))) %>%\n",
    "    mutate(lower = round(lower,2), \n",
    "           upper = round(upper, 2))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "5a6e58cb-7ab8-49ab-bfe3-d7cfd1435f75",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<caption>A data.frame: 6 × 14</caption>\n",
       "<thead>\n",
       "\t<tr><th></th><th scope=col>wiki</th><th scope=col>section_edit_type</th><th scope=col>total_reverts</th><th scope=col>total_comments</th><th scope=col>revert_rate</th><th scope=col>method</th><th scope=col>x</th><th scope=col>n</th><th scope=col>shape1</th><th scope=col>shape2</th><th scope=col>mean</th><th scope=col>lower</th><th scope=col>upper</th><th scope=col>sig</th></tr>\n",
       "\t<tr><th></th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;fct&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;chr&gt;</th><th scope=col>&lt;fct&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;int&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "\t<tr><th scope=row>1</th><td>Bengali Wikipedia</td><td>Existing add new section link</td><td> 0</td><td> 2</td><td>0 %    </td><td>bayes</td><td> 0</td><td> 2</td><td> 0.5</td><td> 2.5</td><td>0.1666667</td><td>0.00</td><td>0.57</td><td>0.05</td></tr>\n",
       "\t<tr><th scope=row>2</th><td>Bengali Wikipedia</td><td>New topic tool               </td><td> 5</td><td> 9</td><td>55.56 %</td><td>bayes</td><td> 5</td><td> 9</td><td> 5.5</td><td> 4.5</td><td>0.5500000</td><td>0.26</td><td>0.83</td><td>0.05</td></tr>\n",
       "\t<tr><th scope=row>3</th><td>Chinese Wikipedia</td><td>Existing add new section link</td><td> 1</td><td> 7</td><td>14.29 %</td><td>bayes</td><td> 1</td><td> 7</td><td> 1.5</td><td> 6.5</td><td>0.1875000</td><td>0.00</td><td>0.44</td><td>0.05</td></tr>\n",
       "\t<tr><th scope=row>4</th><td>Chinese Wikipedia</td><td>New topic tool               </td><td> 4</td><td>21</td><td>19.05 %</td><td>bayes</td><td> 4</td><td>21</td><td> 4.5</td><td>17.5</td><td>0.2045455</td><td>0.05</td><td>0.37</td><td>0.05</td></tr>\n",
       "\t<tr><th scope=row>5</th><td>Dutch Wikipedia  </td><td>Existing add new section link</td><td> 1</td><td> 2</td><td>50 %   </td><td>bayes</td><td> 1</td><td> 2</td><td> 1.5</td><td> 1.5</td><td>0.5000000</td><td>0.06</td><td>0.94</td><td>0.05</td></tr>\n",
       "\t<tr><th scope=row>6</th><td>Dutch Wikipedia  </td><td>New topic tool               </td><td>15</td><td>34</td><td>44.12 %</td><td>bayes</td><td>15</td><td>34</td><td>15.5</td><td>19.5</td><td>0.4428571</td><td>0.28</td><td>0.60</td><td>0.05</td></tr>\n",
       "</tbody>\n",
       "</table>\n"
      ],
      "text/latex": [
       "A data.frame: 6 × 14\n",
       "\\begin{tabular}{r|llllllllllllll}\n",
       "  & wiki & section\\_edit\\_type & total\\_reverts & total\\_comments & revert\\_rate & method & x & n & shape1 & shape2 & mean & lower & upper & sig\\\\\n",
       "  & <chr> & <fct> & <int> & <int> & <chr> & <fct> & <int> & <int> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl>\\\\\n",
       "\\hline\n",
       "\t1 & Bengali Wikipedia & Existing add new section link &  0 &  2 & 0 \\%     & bayes &  0 &  2 &  0.5 &  2.5 & 0.1666667 & 0.00 & 0.57 & 0.05\\\\\n",
       "\t2 & Bengali Wikipedia & New topic tool                &  5 &  9 & 55.56 \\% & bayes &  5 &  9 &  5.5 &  4.5 & 0.5500000 & 0.26 & 0.83 & 0.05\\\\\n",
       "\t3 & Chinese Wikipedia & Existing add new section link &  1 &  7 & 14.29 \\% & bayes &  1 &  7 &  1.5 &  6.5 & 0.1875000 & 0.00 & 0.44 & 0.05\\\\\n",
       "\t4 & Chinese Wikipedia & New topic tool                &  4 & 21 & 19.05 \\% & bayes &  4 & 21 &  4.5 & 17.5 & 0.2045455 & 0.05 & 0.37 & 0.05\\\\\n",
       "\t5 & Dutch Wikipedia   & Existing add new section link &  1 &  2 & 50 \\%    & bayes &  1 &  2 &  1.5 &  1.5 & 0.5000000 & 0.06 & 0.94 & 0.05\\\\\n",
       "\t6 & Dutch Wikipedia   & New topic tool                & 15 & 34 & 44.12 \\% & bayes & 15 & 34 & 15.5 & 19.5 & 0.4428571 & 0.28 & 0.60 & 0.05\\\\\n",
       "\\end{tabular}\n"
      ],
      "text/markdown": [
       "\n",
       "A data.frame: 6 × 14\n",
       "\n",
       "| <!--/--> | wiki &lt;chr&gt; | section_edit_type &lt;fct&gt; | total_reverts &lt;int&gt; | total_comments &lt;int&gt; | revert_rate &lt;chr&gt; | method &lt;fct&gt; | x &lt;int&gt; | n &lt;int&gt; | shape1 &lt;dbl&gt; | shape2 &lt;dbl&gt; | mean &lt;dbl&gt; | lower &lt;dbl&gt; | upper &lt;dbl&gt; | sig &lt;dbl&gt; |\n",
       "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
       "| 1 | Bengali Wikipedia | Existing add new section link |  0 |  2 | 0 %     | bayes |  0 |  2 |  0.5 |  2.5 | 0.1666667 | 0.00 | 0.57 | 0.05 |\n",
       "| 2 | Bengali Wikipedia | New topic tool                |  5 |  9 | 55.56 % | bayes |  5 |  9 |  5.5 |  4.5 | 0.5500000 | 0.26 | 0.83 | 0.05 |\n",
       "| 3 | Chinese Wikipedia | Existing add new section link |  1 |  7 | 14.29 % | bayes |  1 |  7 |  1.5 |  6.5 | 0.1875000 | 0.00 | 0.44 | 0.05 |\n",
       "| 4 | Chinese Wikipedia | New topic tool                |  4 | 21 | 19.05 % | bayes |  4 | 21 |  4.5 | 17.5 | 0.2045455 | 0.05 | 0.37 | 0.05 |\n",
       "| 5 | Dutch Wikipedia   | Existing add new section link |  1 |  2 | 50 %    | bayes |  1 |  2 |  1.5 |  1.5 | 0.5000000 | 0.06 | 0.94 | 0.05 |\n",
       "| 6 | Dutch Wikipedia   | New topic tool                | 15 | 34 | 44.12 % | bayes | 15 | 34 | 15.5 | 19.5 | 0.4428571 | 0.28 | 0.60 | 0.05 |\n",
       "\n"
      ],
      "text/plain": [
       "  wiki              section_edit_type             total_reverts total_comments\n",
       "1 Bengali Wikipedia Existing add new section link  0             2            \n",
       "2 Bengali Wikipedia New topic tool                 5             9            \n",
       "3 Chinese Wikipedia Existing add new section link  1             7            \n",
       "4 Chinese Wikipedia New topic tool                 4            21            \n",
       "5 Dutch Wikipedia   Existing add new section link  1             2            \n",
       "6 Dutch Wikipedia   New topic tool                15            34            \n",
       "  revert_rate method x  n  shape1 shape2 mean      lower upper sig \n",
       "1 0 %         bayes   0  2  0.5    2.5   0.1666667 0.00  0.57  0.05\n",
       "2 55.56 %     bayes   5  9  5.5    4.5   0.5500000 0.26  0.83  0.05\n",
       "3 14.29 %     bayes   1  7  1.5    6.5   0.1875000 0.00  0.44  0.05\n",
       "4 19.05 %     bayes   4 21  4.5   17.5   0.2045455 0.05  0.37  0.05\n",
       "5 50 %        bayes   1  2  1.5    1.5   0.5000000 0.06  0.94  0.05\n",
       "6 44.12 %     bayes  15 34 15.5   19.5   0.4428571 0.28  0.60  0.05"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "head(new_topic_reverts_bywiki)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "92b4d66d-aac4-49c4-be36-91d322cf4d63",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html>\n",
       "<head>\n",
       "<meta charset=\"utf-8\"/>\n",
       "<style>body{background-color:white;}</style>\n",
       "\n",
       "\n",
       "</head>\n",
       "<body>\n",
       "<table style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif; display: table; border-collapse: collapse; margin-left: auto; margin-right: auto; color: #333333; font-size: 16px; font-weight: normal; font-style: normal; background-color: #FFFFFF; width: auto; border-top-style: solid; border-top-width: 2px; border-top-color: #A8A8A8; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #A8A8A8; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3;\">\n",
       "  <thead style=\"\">\n",
       "    <tr>\n",
       "      <th colspan=\"7\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 125%; font-weight: initial; padding-top: 4px; padding-bottom: 4px; border-bottom-width: 0; font-weight: normal;\" style>Logged-out Contributors new topic revert rate by participating Wikipedia</th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th colspan=\"7\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 85%; font-weight: initial; padding-top: 0; padding-bottom: 4px; border-top-color: #FFFFFF; border-top-width: 0; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; font-weight: normal;\" style></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <thead style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;\" rowspan=\"1\" colspan=\"1\">Wikipedia</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Editing method<sup style=\"font-style: italic; font-size: 65%;\">1</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of new topics reverted</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of new topics published</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;\" rowspan=\"1\" colspan=\"1\">Revert rate<sup style=\"font-style: italic; font-size: 65%;\">2</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\" rowspan=\"1\" colspan=\"1\">CI (Lower Bound)<sup style=\"font-style: italic; font-size: 65%;\">3</sup></th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\" rowspan=\"1\" colspan=\"1\">CI (Upper Bound)<sup style=\"font-style: italic; font-size: 65%;\">3</sup></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Bengali Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.57</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Bengali Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">5</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">9</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">55.56 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.26</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.83</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Chinese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">7</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">14.29 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.44</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Chinese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">21</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">19.05 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.05</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.37</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Dutch Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">50 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.06</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Dutch Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">15</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">34</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">44.12 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.28</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.60</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Egyptian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">100 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.43</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">1.00</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">French Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">5</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">40 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.08</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">French Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">14</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">115</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">12.17 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.07</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.19</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Hebrew Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">25 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Hebrew Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">79</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">5.06 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.01</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.11</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Hindi Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Hindi Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">3</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">7</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">42.86 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.13</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.75</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Indonesian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">3</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">5</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">60 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.23</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.92</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Italian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">8</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.21</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Italian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">28</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">245</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">11.43 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.08</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.16</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Japanese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">25 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.65</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Japanese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">7</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">70</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">10 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.04</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.18</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Korean Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">39</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">57</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">68.42 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.56</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.80</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Persian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Persian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">6</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">23</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">26.09 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.11</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.45</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Polish Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">5</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">20 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.56</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Polish Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">18</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">80</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">22.5 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.14</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.32</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Portuguese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.77</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Portuguese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">13</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">29</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">44.83 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.28</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.62</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Spanish Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">12</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">16.67 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.02</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.40</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Spanish Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">43</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">166</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">25.9 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.20</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.33</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Thai Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">0</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">0 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.00</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.36</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Ukrainian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">1</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">50 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.06</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.94</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Ukrainian Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">30</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">38</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">78.95 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.65</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.90</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Vietnamese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">2</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">4</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">50 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.12</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.88</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">Vietnamese Wikipedia</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">6</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">31</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">19.35 %</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.08</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: right; font-variant-numeric: tabular-nums;\">0.34</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "  \n",
       "  <tfoot>\n",
       "    <tr style=\"color: #333333; background-color: #FFFFFF; border-bottom-style: none; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3;\">\n",
       "      <td colspan=\"7\">\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>1</em>\n",
       "          </sup>\n",
       "           \n",
       "          Sampling rate is 100% for new topic tool events and 6.25% for non-new topic tool events\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>2</em>\n",
       "          </sup>\n",
       "           \n",
       "          Defined as percent of new topic reverted within 48 hours.\n",
       "          <br />\n",
       "        </p>\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>3</em>\n",
       "          </sup>\n",
       "           \n",
       "          95% credible intervals. There is a 95% probability that the parameter lies in this interval\n",
       "          <br />\n",
       "        </p>\n",
       "      </td>\n",
       "    </tr>\n",
       "  </tfoot>\n",
       "</table>\n",
       "</body>\n",
       "</html>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "new_topic_reverts_anon_bywiki_table <- new_topic_reverts_bywiki   %>%\n",
    "  select(c(1,2,3,4, 5, 12,13))  %>% #remove unneeded rows\n",
    "  gt()  %>%\n",
    "  tab_header(\n",
    "    title = \"Logged-out Contributors new topic revert rate by participating Wikipedia\"\n",
    "  )  %>%\n",
    "  cols_label(\n",
    "    wiki = \"Wikipedia\",\n",
    "    section_edit_type = \"Editing method\",\n",
    "    total_reverts = \"Number of new topics reverted\",\n",
    "    total_comments = \"Number of new topics published\",\n",
    "    revert_rate = \"Revert rate\",\n",
    "    lower = \"CI (Lower Bound)\",\n",
    "    upper = \"CI (Upper Bound)\"\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Defined as percent of new topic reverted within 48 hours.\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = 'revert_rate'\n",
    "    )\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Sampling rate is 100% for new topic tool events and 6.25% for non-new topic tool events\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = 'section_edit_type'\n",
    "    )\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"95% credible intervals. There is a 95% probability that the parameter lies in this interval\",\n",
    "    locations = cells_column_labels(\n",
    "      columns = c('lower', 'upper')\n",
    "    )\n",
    "  ) %>%\n",
    "    gtsave(\n",
    "    \"new_topic_reverts_anon_bywiki_table.html\", inline_css = TRUE)\n",
    "\n",
    "IRdisplay::display_html(file = \"new_topic_reverts_anon_bywiki_table.html\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7c049f1e-9856-49b2-9583-8f26feaf3f6f",
   "metadata": {},
   "source": [
    "Some per participating Wikipedia trend highlights :\n",
    "\n",
    "* Revert rates vary on a per Wikipedia basis. Very high revert rates (above 50%) identified for Korean, Bengali, Portuguese and Ukranian. It is important to note that there were other events occuring on some of these wikis that may influence these results including the IP edit block at Portuguese Wikipedia and the 2022 Russian invasion of Ukraine may be influencing these rates.\n",
    "* Some of this variation is due to the significant difference in number of events logged for each new topic editing method. Since new topic tool events were sampled at 100% and non-new topic tool events were sampled at 6.25%, some of the smaller wikis had very few number of non new topic tool events logged to obtain a representative sample. \n",
    "* There is high level of uncertaininty in the revert rate identified for the exisiting add new section link as indicated by the credible intervals in the chart above. This is due to the smaller numer of events available to review for this editing method. As a result, there is not sufficient evidence to identify any significant per wiki changes in revert rate caused by the new topic tool. "
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3cce2537-91cf-4e0d-86a3-86586c7a7461",
   "metadata": {},
   "source": [
    "# Curiosities\n",
    "\n",
    "We also explored if the new topic tool resulted in a greater number of Junior Contributors to start participating productively on talk pages and if it caused a greater percentage of Junior Contributors to continue participating productively on talk pages.\n",
    "\n",
    "Note: We did not look at retention for logged-out new topic users because unlike the logged-in users who have a persistent bucket that's applied to their account, the logged out bucketing applies entirely to the current browser that is being used by the logged-out user. As a result, this is metric is susceptible to variation in the user's browser selection and not reliable."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ff258417-247f-4c59-921a-e25404db851d",
   "metadata": {},
   "source": [
    "## Number of Logged-Out Contributors\n",
    "\n",
    "This metric was defined as the number of distinct logged-out Contributors (based on the `anonymous_user_token` field in EditAttemptStep) who make at least one new topic edit to a page in a talk namespace that is not reverted within 48 hours. Since different sampling rates were applied to each editor type, we removed any events that were oversampled (sampling rate increased to 100%) to allow us to directly compare the numbers between the two groups.\n",
    "\n",
    "Note: The logged out bucketing applies entirely to the current browser that is being used by the logged-out contributor. If the logged-out user switched browsers, they may be rebucketed or counted twice. FIXME: Need to confirm.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "7fe140e1-a8ab-47ac-95a0-5ccb3b430f47",
   "metadata": {},
   "outputs": [],
   "source": [
    "num_anon_editors <- new_topic_attempts %>%\n",
    "          filter(is_oversample == 'false' ) %>% #remove oversampled events\n",
    "    group_by(experiment_group, section_edit_type)  %>%\n",
    "    summarise(total_users_attempt = n_distinct(user_id),\n",
    "              total_users_complete = n_distinct(user_id[edit_success == 'Complete']), .groups = 'drop') "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "287cf1b6-fbf0-4b5c-9ce3-dd0f3ac9ef1b",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Warning message in if ((loc$groups %>% rlang::eval_tidy()) == \"title\") {:\n",
      "“the condition has length > 1 and only the first element will be used”\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<!DOCTYPE html>\n",
       "<html>\n",
       "<head>\n",
       "<meta charset=\"utf-8\"/>\n",
       "<style>body{background-color:white;}</style>\n",
       "\n",
       "\n",
       "</head>\n",
       "<body>\n",
       "<table style=\"font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, Oxygen, Ubuntu, Cantarell, 'Helvetica Neue', 'Fira Sans', 'Droid Sans', Arial, sans-serif; display: table; border-collapse: collapse; margin-left: auto; margin-right: auto; color: #333333; font-size: 16px; font-weight: normal; font-style: normal; background-color: #FFFFFF; width: auto; border-top-style: solid; border-top-width: 2px; border-top-color: #A8A8A8; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #A8A8A8; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3;\">\n",
       "  <thead style=\"\">\n",
       "    <tr>\n",
       "      <th colspan=\"4\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 125%; font-weight: initial; padding-top: 4px; padding-bottom: 4px; border-bottom-width: 0; font-weight: normal;\" style>Number of Logged Out Contributors that made a new topic attempt during the AB test by test group and section edit type<sup style=\"font-style: italic; font-size: 65%;\">1</sup></th>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th colspan=\"4\" style=\"background-color: #FFFFFF; text-align: center; border-bottom-color: #FFFFFF; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; color: #333333; font-size: 85%; font-weight: initial; padding-top: 0; padding-bottom: 4px; border-top-color: #FFFFFF; border-top-width: 0; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; font-weight: normal;\" style></th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <thead style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: left;\" rowspan=\"1\" colspan=\"1\">Test group</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Editing method</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of users that attempted a new topic</th>\n",
       "      <th style=\"color: #333333; background-color: #FFFFFF; font-size: 100%; font-weight: normal; text-transform: inherit; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: bottom; padding-top: 5px; padding-bottom: 6px; padding-left: 5px; padding-right: 5px; overflow-x: hidden; text-align: center;\" rowspan=\"1\" colspan=\"1\">Number of users that published a new topic</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody style=\"border-top-style: solid; border-top-width: 2px; border-top-color: #D3D3D3; border-bottom-style: solid; border-bottom-width: 2px; border-bottom-color: #D3D3D3;\">\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">control</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">451</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">47</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">test</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">Existing add new section link</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">227</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">8</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: left;\">test</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">New topic tool</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">523</td>\n",
       "      <td style=\"padding-top: 8px; padding-bottom: 8px; padding-left: 5px; padding-right: 5px; margin: 10px; border-top-style: solid; border-top-width: 1px; border-top-color: #D3D3D3; border-left-style: none; border-left-width: 1px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 1px; border-right-color: #D3D3D3; vertical-align: middle; overflow-x: hidden; text-align: center;\">67</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "  \n",
       "  <tfoot>\n",
       "    <tr style=\"color: #333333; background-color: #FFFFFF; border-bottom-style: none; border-bottom-width: 2px; border-bottom-color: #D3D3D3; border-left-style: none; border-left-width: 2px; border-left-color: #D3D3D3; border-right-style: none; border-right-width: 2px; border-right-color: #D3D3D3;\">\n",
       "      <td colspan=\"4\">\n",
       "        <p style=\"margin: 0px; font-size: 90%; padding: 4px;\">\n",
       "          <sup style=\"font-style: italic; font-size: 65%;\">\n",
       "            <em>1</em>\n",
       "          </sup>\n",
       "           \n",
       "          Based on a sampling rate of 6.25% for all events. Any oversampled events were removed so data for the two editor types could be directly compared\n",
       "          <br />\n",
       "        </p>\n",
       "      </td>\n",
       "    </tr>\n",
       "  </tfoot>\n",
       "</table>\n",
       "</body>\n",
       "</html>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "num_anon_editors_table <- num_anon_editors %>%\n",
    "  gt() %>%\n",
    "  tab_header(\n",
    "    title = \"Number of Logged Out Contributors that made a new topic attempt during the AB test by test group and section edit type\"\n",
    "  )  %>%\n",
    "  cols_label(\n",
    "    experiment_group = \"Test group\",\n",
    "    section_edit_type = \"Editing method\",\n",
    "    total_users_attempt = \"Number of users that attempted a new topic\",\n",
    "    total_users_complete = \"Number of users that published a new topic\"\n",
    "  ) %>%\n",
    "  tab_row_group(\n",
    "    rows = experiment_group == 'control'\n",
    "  ) %>%\n",
    "tab_row_group(\n",
    "    rows = experiment_group == 'test'\n",
    "  ) %>%\n",
    "  tab_footnote(\n",
    "    footnote = \"Based on a sampling rate of 6.25% for all events. Any oversampled events were removed so data for the two editor types could be directly compared\",\n",
    "    locations = cells_title(\n",
    "      )\n",
    "  )  %>%\n",
    "    gtsave(\n",
    "    \"num_anon_editors_table.html\", inline_css = TRUE)\n",
    "\n",
    "IRdisplay::display_html(file = \"num_anon_editors_table.html\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "8db33cf6-8a5d-4011-9745-e70d85bac2d2",
   "metadata": {},
   "source": [
    "A few explanations regarding the numbers above:\n",
    "* A logged-out contirbutor does not have the option of explicitly turning the tool on or off in their preferences. As a result, access to the new topic tool was limited to logged-out users bucketed into the test group.\n",
    "* There are still existing add new section link attempts that appear in the test group. These might be mislabeled create new section edits or another way to create a new section outside of the existing new section link and full page editing. Further investigation is needed to confirm source. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "5265d7bf-fe37-4e64-8242-540abce2e1ef",
   "metadata": {},
   "outputs": [
    {
     "data": {
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      "text/plain": [
       "plot without title"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 600,
       "width": 900
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p <-num_anon_editors %>%\n",
    "  group_by(section_edit_type) %>%\n",
    "  summarise(total_user_complete = sum(total_users_complete), .groups = 'drop') %>%\n",
    "  ggplot(aes(x= section_edit_type, y = total_user_complete, fill = section_edit_type)) +\n",
    "  geom_col(position = 'dodge') +\n",
    "  geom_text(aes(label = paste(total_user_complete),fontface=2), vjust=1.2, size = 8, color = \"white\") +\n",
    "  labs (y = \"Number of Logged-Out Contributors\",\n",
    "        title = \"Number of Logged-Out Contributors that completed a new topic \\n across all participating Wikipedias\")  +\n",
    "  scale_fill_manual(values= c(\"#999999\", \"steelblue2\"), name = \"Editing Method\", labels = c(\"Existing add new section link\", \"New topic tool\"))  +\n",
    "    theme(\n",
    "        panel.grid.minor = element_blank(),\n",
    "        panel.background = element_blank(),\n",
    "        plot.title = element_text(hjust = 0.5),\n",
    "        text = element_text(size=16),\n",
    "        legend.position=\"bottom\",\n",
    "        axis.text.x = element_blank(),\n",
    "        axis.title.x=element_blank(),\n",
    "        axis.line = element_line(colour = \"black\")) \n",
    "\n",
    "p\n",
    "\n",
    "ggsave(\"Figures/num_anon_editors_bygroup.png\", p, width = 16, height = 8, units = \"in\", dpi = 300)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aab32fca-465c-4d11-aa91-0ea765057a2b",
   "metadata": {},
   "source": [
    "There were 12 more distinct anonymous users that sucessfully completed an edit with the new topic tool compared the the previous add new section link."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "R",
   "language": "R",
   "name": "ir"
  },
  "language_info": {
   "codemirror_mode": "r",
   "file_extension": ".r",
   "mimetype": "text/x-r-source",
   "name": "R",
   "pygments_lexer": "r",
   "version": "3.5.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}