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FEATURE: Emotion activity metrics table (#916)
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‎assets/javascripts/discourse/components/admin-report-emotion.hbs‎

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<div class="cell title">
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{{#if this.model.icon}}
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{{d-icon this.model.icon}}
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{{/if}}
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<a href="{{this.filterURL}}{{this.model.type}}">{{this.model.title}}</a>
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</div>
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<div class="cell value today-count">{{number this.model.todayCount}}</div>
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<div
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class="cell value yesterday-count {{this.model.yesterdayTrend}}"
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title={{this.model.yesterdayCountTitle}}
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>
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{{number this.model.yesterdayCount}}
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{{d-icon this.model.yesterdayTrendIcon}}
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</div>
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<div
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class="cell value sevendays-count {{this.model.sevenDaysTrend}}"
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title={{this.model.sevenDaysCountTitle}}
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>
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{{number this.model.lastSevenDaysCount}}
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{{d-icon this.model.sevenDaysTrendIcon}}
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</div>
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<div
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class="cell value thirty-days-count {{this.model.thirtyDaysTrend}}"
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title={{this.model.thirtyDaysCountTitle}}
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>
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{{number this.model.lastThirtyDaysCount}}
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{{#if this.model.canDisplayTrendIcon}}
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{{d-icon this.model.thirtyDaysTrendIcon}}
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{{/if}}
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</div>

‎assets/javascripts/discourse/components/admin-report-emotion.js‎

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import Component from "@ember/component";
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import { attributeBindings, classNames } from "@ember-decorators/component";
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import getURL from "discourse-common/lib/get-url";
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@classNames("admin-report-counters")
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@attributeBindings("model.description:title")
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export default class AdminReportEmotion extends Component {
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get filterURL() {
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let aMonthAgo = moment().subtract(1, "month").format("YYYY-MM-DD");
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return getURL(`/filter?q=activity-after%3A${aMonthAgo}%20order%3A`);
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}
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}

‎assets/javascripts/discourse/controllers/admin-dashboard-sentiment.js‎

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import { computed } from "@ember/object";
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import AdminDashboardTabController from "admin/controllers/admin-dashboard-tab";
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export default class AdminDashboardSentiment extends AdminDashboardTabController {
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@computed("startDate", "endDate")
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get filters() {
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return { startDate: this.startDate, endDate: this.endDate };
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get emotions() {
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const emotions = [
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"admiration",
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"amusement",
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"anger",
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"annoyance",
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"approval",
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"caring",
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"confusion",
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"curiosity",
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"desire",
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"disappointment",
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"disapproval",
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"disgust",
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"embarrassment",
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"excitement",
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"fear",
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"gratitude",
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"grief",
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"joy",
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"love",
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"nervousness",
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"neutral",
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"optimism",
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"pride",
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"realization",
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"relief",
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"remorse",
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"sadness",
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"surprise",
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];
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return emotions;
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}
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}

‎assets/javascripts/discourse/templates/admin-dashboard-sentiment.hbs‎

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@filters={{this.filters}}
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@showHeader={{true}}
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/>
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<AdminReport
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@dataSourceName="post_emotion"
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@filters={{this.filters}}
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@showHeader={{true}}
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/>
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<div class="admin-report activity-metrics">
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<div class="header">
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<ul class="breadcrumb">
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<li class="item report">
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<LinkTo @route="adminReports" class="report-url">
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{{i18n "admin.dashboard.emotion"}}
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</LinkTo>
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</li>
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</ul>
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</div>
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<div class="report-body">
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<div class="counters-list">
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<div class="counters-header">
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<div class="counters-cell"></div>
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<div class="counters-cell">{{i18n
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"admin.dashboard.reports.today"
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}}</div>
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<div class="counters-cell">{{i18n
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"admin.dashboard.reports.yesterday"
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}}</div>
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<div class="counters-cell">{{i18n
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"admin.dashboard.reports.last_7_days"
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}}</div>
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<div class="counters-cell">{{i18n
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"admin.dashboard.reports.last_30_days"
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}}</div>
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</div>
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{{#each this.emotions as |metric|}}
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<AdminReport
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@showHeader={{false}}
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@forcedModes="emotion"
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@dataSourceName="emotion_{{metric}}"
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/>
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{{/each}}
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</div>
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</div>
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</div>
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</div>
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</div>
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</div>

‎assets/stylesheets/modules/sentiment/common/dashboard.scss‎

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grid-template-columns: repeat(12, 1fr);
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grid-column-gap: 1em;
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grid-row-gap: 1em;
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.admin-report {
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grid-column: span 12;
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}
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}
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}

‎assets/stylesheets/modules/sentiment/desktop/dashboard.scss‎

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‎assets/stylesheets/modules/sentiment/mobile/dashboard.scss‎

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‎config/locales/client.en.yml‎

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site_settings:
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categories:
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discourse_ai: "Discourse AI"
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dashboard:
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emotion: "Emotion"
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js:
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discourse_automation:
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scriptables:

‎config/locales/server.en.yml‎

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ai_custom_summarization_allowed_groups: "Groups allowed to use create new summaries."
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ai_pm_summarization_allowed_groups: "Groups allowed to create and view summaries in PMs."
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ai_summarize_max_hot_topics_gists_per_batch: "After updating topics in the hot list, we'll generate brief summaries of the first N ones. (Disabled when 0)"
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ai_hot_topic_gists_allowed_groups: "Groups allowed to see gists in the hot topics list."
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ai_hot_topic_gists_allowed_groups: "Groups allowed to see gists in the hot topics list."
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ai_summary_backfill_maximum_topics_per_hour: "Number of topic summaries to backfill per hour."
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ai_bot_enabled: "Enable the AI Bot module."
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reports:
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overall_sentiment:
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title: "Overall sentiment"
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description: "The chart compares the number of posts classified as either positive or negative. These are calculated when positive or negative scores > the set threshold score. This means neutral posts are not shown. Private messages (PMs) are also excluded. Classified with \"cardiffnlp/twitter-roberta-base-sentiment-latest\""
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description: 'The chart compares the number of posts classified as either positive or negative. These are calculated when positive or negative scores > the set threshold score. This means neutral posts are not shown. Private messages (PMs) are also excluded. Classified with "cardiffnlp/twitter-roberta-base-sentiment-latest"'
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xaxis: "Positive(%)"
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yaxis: "Date"
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post_emotion:
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title: "Post emotion"
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description: "Number of posts classified with one of the following emotions, grouped by poster's trust level. Posts that are not positive or negative and considered neutral, are not shown. Private messages (PMs) are also excluded. Classified with \"j-hartmann/emotion-english-roberta-large\""
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xaxis:
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yaxis:
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emotion_admiration:
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title: Admiration
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emotion_amusement:
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title: Amusement
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emotion_anger:
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title: Anger
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emotion_annoyance:
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title: Annoyance
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emotion_approval:
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title: Approval
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emotion_caring:
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title: Caring
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emotion_confusion:
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title: Confusion
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emotion_curiosity:
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title: Curiosity
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emotion_desire:
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title: Desire
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emotion_disappointment:
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title: Disappointment
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emotion_disapproval:
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title: Disapproval
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emotion_disgust:
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title: Disgust
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emotion_embarrassment:
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title: Embarrassment
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emotion_excitement:
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title: Excitement
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emotion_fear:
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title: Fear
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emotion_gratitude:
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title: Gratitude
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emotion_grief:
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title: Grief
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emotion_joy:
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title: Joy
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emotion_love:
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title: Love
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emotion_nervousness:
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title: Nervousness
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emotion_neutral:
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title: Neutral
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emotion_optimism:
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title: Optimism
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emotion_pride:
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title: Pride
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emotion_realization:
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title: Realization
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emotion_relief:
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title: Relief
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emotion_remorse:
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title: Remorse
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emotion_sadness:
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title: Sadness
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emotion_surprise:
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title: Surprise
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discourse_ai:
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unknown_model: "Unknown AI model"

‎lib/sentiment/emotion_dashboard_report.rb‎

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# frozen_string_literal: true
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module DiscourseAi
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module Sentiment
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class EmotionDashboardReport
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def self.register!(plugin)
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Emotions::LIST.each do |emotion|
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plugin.add_report("emotion_#{emotion}") do |report|
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query_results = DiscourseAi::Sentiment::EmotionDashboardReport.fetch_data
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report.data = query_results.pop(30).map { |row| { x: row.day, y: row.send(emotion) } }
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report.prev30Days =
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query_results.take(30).map { |row| { x: row.day, y: row.send(emotion) } }
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end
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end
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def self.fetch_data
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DB.query(<<~SQL, end: Time.now.tomorrow.midnight, start: 60.days.ago.midnight)
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SELECT
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posts.created_at::DATE AS day,
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#{
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DiscourseAi::Sentiment::Emotions::LIST
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.map do |emotion|
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"COUNT(*) FILTER (WHERE (classification_results.classification::jsonb->'#{emotion}')::float > 0.1) AS #{emotion}"
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end
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.join(",\n ")
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}
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FROM
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classification_results
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INNER JOIN
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posts ON posts.id = classification_results.target_id AND
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posts.deleted_at IS NULL AND
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posts.created_at BETWEEN :start AND :end
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INNER JOIN
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topics ON topics.id = posts.topic_id AND
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topics.archetype = 'regular' AND
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topics.deleted_at IS NULL
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WHERE
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classification_results.target_type = 'Post' AND
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classification_results.model_used = 'SamLowe/roberta-base-go_emotions'
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GROUP BY 1
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ORDER BY 1 ASC
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SQL
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end
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end
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end
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end
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end

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