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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: "why on earth do you …" 151 comments · Page 5 of 7
Thanks for the video but the us is far from being the greatest country on earth
Thanks for the video but the us is far from being the greatest country on earth
Identity Attack0.11512129
Insult0.046178754
Profanity0.048175167
Threat0.012026439
Severe Toxicity0.0074768066
Low Tox 0.19939905 Moderate Con 0.301 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory …
As an Indian, I admit that we invaded Sikh, Manipur, Kashmir, Ladakh, South Tibet, Northeastern States, Goa... We Indians were colonized by the British Empire for more than 300 years, and we have no territory , so Indians regard themselves as the successors of the British Empire, so that we have reason to ask for more territory; our Indians’ greatest contribution to the world Just give birth to children. In order to have a population of 2 billion, we need more territory. Although we Indians have the most beggars in the world and most Indians have no jobs, it doesn’t matter. We will give birth to more children. Son, this way we can occupy Bhutan, Sri Lanka, Nepal, Pakistan,USA, Canada, Australia... until the whole earth
Identity Attack0.19495805
Insult0.061451588
Profanity0.07611542
Threat0.03787563
Severe Toxicity0.013736901
Low Tox 0.19124292 Constructive 0.547
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
India could send 2,000,000 peoppe to EVERY country on earth and still hage 1 Billion indians in india. That includes countries like the Vatican, Luxembourg and Micronesia, countries with essentially no population.
Identity Attack0.18235919
Insult0.034782536
Profanity0.020851927
Threat0.023371955
Severe Toxicity0.0065612793
Low Tox 0.18649188 Low Con 0.277 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
"sneak into the greatest country on earth" bruh 😆😆😆😆😆
"sneak into the greatest country on earth" bruh 😆😆😆😆😆
Identity Attack0.05089863
Insult0.035443626
Profanity0.03765389
Threat0.01698343
Severe Toxicity0.0077056885
Low Tox 0.18459146 Low Con 0.2 Humor_Satire
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Usa is far from the best country on earth!
Usa is far from the best country on earth!
Identity Attack0.105836816
Insult0.054376744
Profanity0.04141149
Threat0.008065036
Severe Toxicity0.0052261353
Low Tox 0.18364124 Low Con 0.277 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
0:56 the greatest country on earth ? Yaaa deff
0:56 the greatest country on earth ? Yaaa deff
Identity Attack0.037136484
Insult0.030595649
Profanity0.085167445
Threat0.010913103
Severe Toxicity0.008468628
Low Tox 0.1798404 Low Con 0.247 Humor_Satire
Jan 28, 2026 23 likes Inside Canada's Indian Invasion...
0:56 greatest country on Earth? Nice joke BTW
0:56 greatest country on Earth? Nice joke BTW
Identity Attack0.048737846
Insult0.029934563
Profanity0.05543986
Threat0.0116639575
Severe Toxicity0.00831604
Low Tox 0.17285149 Low Con 0.262
Jan 27, 2026 Inside Canada's Indian Invasion...
U lost me when you said usa " greatest country on earth " bs
U lost me when you said usa " greatest country on earth " bs
Identity Attack0.031980325
Insult0.06424874
Profanity0.09868695
Threat0.0072106146
Severe Toxicity0.0049591064
Low Tox 0.17198499 Low Con 0.293 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada, the greatest country on Earth?! LOLOLOLOLOL
Canada, the greatest country on Earth?! LOLOLOLOLOL
Identity Attack0.08831879
Insult0.045593183
Profanity0.02836696
Threat0.006530962
Severe Toxicity0.0045204163
Low Tox 0.16331999 Low Con 0.17 Humor_Satire
Feb 18, 2026 Inside Canada's Indian Invasion...
Why would you not say Canada is the greatest country on earth surely it's not America
Why would you not say Canada is the greatest country on earth surely it's not America
Identity Attack0.109318495
Insult0.045593183
Profanity0.018187506
Threat0.006809296
Severe Toxicity0.0041389465
Low Tox 0.16158698 Moderate Con 0.317 Identity_Assertion
Mar 2, 2026 Inside Canada's Indian Invasion...
Lol did you actually say that the US is the greatest country on earth? 😂😂😂
Lol did you actually say that the US is the greatest country on earth? 😂😂😂
Identity Attack0.039456755
Insult0.04032305
Profanity0.054437835
Threat0.007301235
Severe Toxicity0.004825592
Low Tox 0.16158698 Low Con 0.165 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Greatest Country On Earth🤣Are You Comedy Me😂
Greatest Country On Earth🤣Are You Comedy Me😂
Identity Attack0.035847444
Insult0.06267534
Profanity0.07191269
Threat0.008945347
Severe Toxicity0.0062179565
Low Tox 0.15987846 Low Con 0.214 Humor_Satire
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Sneak into the greatest country on Earth where?
Sneak into the greatest country on Earth where?
Identity Attack0.021585498
Insult0.035333443
Profanity0.024472807
Threat0.012337137
Severe Toxicity0.005493164
Low Tox 0.15711457 Low Con 0.205 Humor_Satire
Feb 23, 2026 Inside Canada's Indian Invasion...
Earth cancer cells
Earth cancer cells
Identity Attack0.018269362
Insult0.029714199
Profanity0.08096472
Threat0.011974656
Severe Toxicity0.008087158
Low Tox 0.15656179 Low Con 0.299 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Nah man Tyler, you're showing India in a very negative light, messing with the biggest population on earth won't work out too well.
Identity Attack0.10221587
Insult0.045593183
Profanity0.019348921
Threat0.0077154995
Severe Toxicity0.002937317
Low Tox 0.15435068 Moderate Con 0.352 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
And what is the greatest country on earth? Mexico?
And what is the greatest country on earth? Mexico?
Identity Attack0.1232452
Insult0.027841117
Profanity0.024814399
Threat0.0069516995
Severe Toxicity0.0039863586
Low Tox 0.15213956 Low Con 0.237 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
Immigration into Canada has been a mess for decades, but far worse over the last ten years. This should be the hardest country on earth to immigrate to. Instead, it's the easiest.
Immigration into Canada has been a mess for decades, but far worse over the last ten years. This should be the hardest country on earth to immigrate to. Instead, it's the easiest.
Identity Attack0.10221587
Insult0.04910661
Profanity0.014566627
Threat0.0072106146
Severe Toxicity0.0031661987
Low Tox 0.15158679 Moderate Con 0.369 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
There is no place on Planet Earth in a just, sane, free, healthy, peaceful, and harmonious society for the antiquated, misguided Sharia Law, religious extremism, and fanaticism. May all living beings live in peace and …
There is no place on Planet Earth in a just, sane, free, healthy, peaceful, and harmonious society for the antiquated, misguided Sharia Law, religious extremism, and fanaticism. May all living beings live in peace and harmony together always. We are One ❤
Identity Attack0.10221587
Insult0.0350029
Profanity0.014498309
Threat0.007094103
Severe Toxicity0.0042533875
Low Tox 0.15103401 Moderate Con 0.474
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
I laughed when you called America the greatest country on earth
I laughed when you called America the greatest country on earth
Identity Attack0.052035484
Insult0.035443626
Profanity0.03339528
Threat0.0070164283
Severe Toxicity0.0031852722
Low Tox 0.15048122 Moderate Con 0.382 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Are u shaw about sneaking in to the greatest country on earth 🌍 it don’t look like the greatest country with all the stuff going on there
Are u shaw about sneaking in to the greatest country on earth 🌍 it don’t look like the greatest country with all the stuff going on there
Identity Attack0.029917859
Insult0.033019636
Profanity0.037904397
Threat0.009048914
Severe Toxicity0.005264282
Low Tox 0.14950264 Low Con 0.222 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Seriously greatest country on earth 😂 nice joke
Seriously greatest country on earth 😂 nice joke
Identity Attack0.04538634
Insult0.02982438
Profanity0.046171114
Threat0.00789674
Severe Toxicity0.004787445
Low Tox 0.14256015 Low Con 0.297 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Greatest country on earth? I think you got it backwards, leaving the greatest country on earth to Trumpland and ICE.
Greatest country on earth? I think you got it backwards, leaving the greatest country on earth to Trumpland and ICE.
Identity Attack0.01139534
Insult0.06582214
Profanity0.020168742
Threat0.0067445673
Severe Toxicity0.002746582
Low Tox 0.13908891 Low Con 0.285 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Why would they need to sneak into the greatest country on earth when they're already living in it
Why would they need to sneak into the greatest country on earth when they're already living in it
Identity Attack0.06929302
Insult0.028942931
Profanity0.029888187
Threat0.009307829
Severe Toxicity0.0046920776
Low Tox 0.1373533 Low Con 0.21 Humor_Satire
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
The greatest country on earth? I KNOW you are NOT talking about USA 😂. 😅
The greatest country on earth? I KNOW you are NOT talking about USA 😂. 😅
Identity Attack0.07177465
Insult0.032689095
Profanity0.02392626
Threat0.006699257
Severe Toxicity0.0037384033
Low Tox 0.13561769 Low Con 0.279 Humor_Satire
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
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)

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.