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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "All part of the agenda. …" 10 comments
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're …
Clear your minds, wipe your mental slates clean, because as nice as it is to clutch our pearls and tsk-tsk about what this gov is doing, they're not listening to one word of what we're saying. Not ... one ... word. Their agenda isn't affected by your little concerns about the economy or jobs or immigration or how much youre struggling. It must be exhausting for the liberals to even have to do their performance theatre in the HOC. Ugh, you little people. Anyway, they will carry on with the charade until unquestionable power is achieved, and good luck to all of us in prying them out. Adrienne, Brian, Lorrie, you endlessly chat about the issues as if you think you can bring reason to whats happening if only they'd listen. Just stop it, really. With complete respect to all of you, do you think you change anything in this commentary? Youre all great, but we're in a paradigm rut on how to view this government and frankly, all governments. Perhaps we should all personally step back for a period and examine exactly what it is we're doing and start looking for solid, out-of-the-box solutions, because using 19th century political tools for affecting change just doesn't work anymore. Finally, this might be hard to wrap our heads around, but we are all part of the problem in some way. If you have the faculty to do so, ask yourself if you work for or support entities that ultimately support the very system oppressing you. Be smarter out there, everyone.
Identity Attack0.053399716
Insult0.35677677
Profanity0.073529124
Threat0.020264024
Severe Toxicity0.0119018555
Moderate 0.3389984 Constructive 0.673 Call_To_Action
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
“Foreign nationals” means “illegal migrants.” And it’s all part of the WEF agenda.
“Foreign nationals” means “illegal migrants.” And it’s all part of the WEF agenda.
Identity Attack0.2831485
Insult0.12883772
Profanity0.017982552
Threat0.0069905366
Severe Toxicity0.007095337
Low Tox 0.2854733 Low Con 0.123 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming to Canada, but this is all a part But this is all on purpose by our very own Liberal governments. Liberal is the key word. The people who defy God.
Identity Attack0.32184324
Insult0.10148193
Profanity0.027410502
Threat0.008634649
Severe Toxicity0.006942749
Low Tox 0.2853768 Moderate Con 0.48
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
All part of the WEFs AGENDA 2030. This is the REPLACEMENT THEORY in real time. The GUBMENT wants a Race war. They been trying to start it for a while now. AGENDA 2030 involves MASS …
All part of the WEFs AGENDA 2030. This is the REPLACEMENT THEORY in real time. The GUBMENT wants a Race war. They been trying to start it for a while now. AGENDA 2030 involves MASS DEPOPULATION
Identity Attack0.105256535
Insult0.04032305
Profanity0.023721304
Threat0.077831104
Severe Toxicity0.01083374
Low Tox 0.21642438 Low Con 0.245
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
CBC Trudeau obsequious news. Why would we believe them ? ... oh, it's just a wee thing that affordable housing might be an issue (in a very cold Country) and Provinces are paid back by …
CBC Trudeau obsequious news. Why would we believe them ? ... oh, it's just a wee thing that affordable housing might be an issue (in a very cold Country) and Provinces are paid back by some quota... we know how the Liberals pay back (chump change) .. and oh, these immigrants are going to make Canada more prosperous... No mention of the Globalist agenda .. Trudeau is a BIG GLOBALIST ... taking over these immigrant's Countries is part of the plan
Identity Attack0.07012023
Insult0.0806213
Profanity0.021125201
Threat0.007145886
Severe Toxicity0.0037193298
Low Tox 0.17371799 Moderate Con 0.403
Dec 28, 2018 How much do refugees and …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in …
Frankly, I don’t blame the Indian people. Most of them seek better opportunities and stability, and their decision to migrate is often driven by economic hardships, political instability, or a lack of educational resources in their homeland. Why would they not accept coming here if they see potential for a brighter future ? Furthermore, they don’t have pathways to citizenship offered by the government; there are no well-defined courses or integration programs designed to help newcomers become fully part of the society. Instead, they are arriving in basically what is a new India. They are welcome with open arms and new rights as Canadians, without the responsibilities that SHOULD go with it. So, the entire culprit is our Canadian government. This situation is part of a much larger, global agenda aimed at sowing division among populations to weaken national unity. The phrase _Divide et Impera_ (Divide and Conquer) highlights this tactic. The Canadian government is orchestrating this strategy, intentionally aligned with the nefarious 2030 agenda. This agenda calls to flood the White Christian Western world with massive immigration, which will erode cultural and national identities. The ultimate goal is to strip nations of their cultural and historical identities, making their populations more dependent on the State to provide a new identity. This dependency is projected to lead to the implementation of digital identification systems, biometric tracking, and other dystopian technological measures. These politicians on both sides are NOT humanists. The overarching aim is not merely human advancement but transhumanism — merging humans with technology — which is pure evil, even demonic, a plan to transform human existence radically. A plot to erase humanity as we know it. This is also the real reason and rationale behind the trans agenda. You can be whatever you want if you identify with it. Now, how about a cyborg, the singularity or what is called humankind 2.0 ? They will try to get it with WW3. The mandates will be said to be good for us, as they will procure a false sense of security in every country on Earth. They need India to go against the Muslim world. Canada has accepted this for the novus ordo seclorum of nations. You probably heard the saying that governments are NOT elected, but selected. That’s true. Our system is an illusion of democracy. They needed these far-left Liberals for these objectives and many others. Then, when it will be too much and order for the chaos, they will count on the far right to go to war. There will be two coalitions: the Western nations + Israel 🇮🇱 + some arab countries like Saudi Arabia 🇸🇦, Jordan 🇯🇴, Syria 🇸🇾 + Ukraine 🇺🇦 + India 🇮🇳 + Japan 🇯🇵 + South Korea 🇰🇷 *VS* the Arab League + Russia 🇷🇺 + China 🇨🇳 + North Korea 🇰🇵. The worst in all of that is that Freemasonry controlled both sides and their political leaders. They play on both sides, as in WW1 and WW2.
Identity Attack0.12208464
Insult0.03588435
Profanity0.025907494
Threat0.007961469
Severe Toxicity0.003490448
Low Tox 0.13388206 Constructive 0.617 Unverified_Claim
Oct 12, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Is it part of the WEF agenda to bankrupt the country by weaponizing the Immigration system against citizens?
Is it part of the WEF agenda to bankrupt the country by weaponizing the Immigration system against citizens?
Identity Attack0.04512853
Insult0.028942931
Profanity0.015523086
Threat0.026479885
Severe Toxicity0.003566742
Low Tox 0.11479026 Low Con 0.203 Unverified_Claim
Nov 21, 2025 1 likes Thousands of refugees allowed into …
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out …
This has been planned a very long time ago. It's called the KALERGI PLAN......an integral part of the GLOBALIST AGENDA 2030, when they hope to cause massive chaos in every Country around the WORLD, out of which they plan to have their "ONE WORLD COMMUNIST GOVERNMENT"......with a drastically reduced WORLD POPULATION ....I.M.H.O.
Identity Attack0.023193322
Insult0.033019636
Profanity0.015283971
Threat0.00951496
Severe Toxicity0.0033187866
Low Tox 0.10956833 Low Con 0.284 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
We are being culturally destabilized on purpose. It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and …
We are being culturally destabilized on purpose. It’s an actual plan, look it up, it’s all part of the globalization agenda and the liberal government is directly responsible. When immigrants are complaining about immigration and new immigrants then obviously there is a huge problem.
Identity Attack0.06749674
Insult0.025026767
Profanity0.012926984
Threat0.0068999166
Severe Toxicity0.0019550323
Low Tox 0.102626406 Moderate Con 0.354 Unverified_Claim
Aug 27, 2025 Why Canadians Are Turning Against …
All part of the agenda. Thanks WEF Trudeau/Carney
All part of the agenda. Thanks WEF Trudeau/Carney
Identity Attack0.00224762
Insult0.01625293
Profanity0.011646013
Threat0.0061749537
Severe Toxicity0.00091552734
Low Tox 0.024378212 Low Con 0.203 Unverified_Claim
Feb 16, 2026 Inside Canada's Indian Invasion...

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.