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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 #}

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Active: "This is an invasion and …" 400 comments · Page 15 of 16
This is invasion.
This is invasion.
Identity Attack0.038683333
Insult0.026831545
Profanity0.029050145
Threat0.009981008
Severe Toxicity0.0051116943
Low Tox 0.1373533 Low Con 0.258
Nov 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be …
The globalist WON... it is now IMPOSSIBLE for the global landmass formally known as "canada" to recover. These people will out breed us 4 to 1 AT LEAST. Even if the invasion was to be stopped IF the liberals lose in 4 years it's too late. The worlds second largest country will be occupied and owned by the worlds 1st and 2nd largest populations... india and china. The irony of "canada" which has worlds largest untapped resources of oil, natural gas, minerals, forestry, tourism being in the hands of INDIA AND CHINA is laughable. The liberals/ndp/globalist have zero foresight, literally zero! India and china will rape this land and it's people, they will drain Lake Louise just for lost coins. If the natives think they will abide by some land treaty they are kidding themselves. 10 MILLION invaders per YEAR is nothing for these 2 countries. CANADA IS DESTROYED, IT'S ONLY A MATTER OF TIME.
Identity Attack0.04564415
Insult0.0638991
Profanity0.017162729
Threat0.008414571
Severe Toxicity0.0038337708
Low Tox 0.13388206 Moderate Con 0.318 Fear_Threat
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be …
First give them hopes to come to foreign place and work on low income... Then once you take make of them local start to call it invasion but their government is the one should be blamed...
Identity Attack0.06294931
Insult0.04032305
Profanity0.01402008
Threat0.0101363575
Severe Toxicity0.0031089783
Low Tox 0.13388206 Low Con 0.283 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
History includes many invasions, including your ancestors’ invasion of India. Perhaps that’s what some people mean when they talk about karma.
History includes many invasions, including your ancestors’ invasion of India. Perhaps that’s what some people mean when they talk about karma.
Identity Attack0.08170113
Insult0.0314771
Profanity0.020920247
Threat0.009074804
Severe Toxicity0.0042152405
Low Tox 0.13388206 Moderate Con 0.392 Moral_Argument
Feb 22, 2026 6 likes Inside Canada's Indian Invasion...
It's not immigration, at this point, it's invasion.
It's not immigration, at this point, it's invasion.
Identity Attack0.094936445
Insult0.023995465
Profanity0.01627459
Threat0.008077981
Severe Toxicity0.0037002563
Low Tox 0.13214645 Low Con 0.136
Dec 25, 2025 254 likes Deportations From Canada at Their …
STOP USING words like "INVASION"
STOP USING words like "INVASION"
Identity Attack0.032753747
Insult0.02373764
Profanity0.028640235
Threat0.011249693
Severe Toxicity0.0059509277
Low Tox 0.13041082 Low Con 0.161 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I live in the area, and its become unrecognizable, I could have never predicted this invasion.. I want to get out as soon as possible.
I live in the area, and its become unrecognizable, I could have never predicted this invasion.. I want to get out as soon as possible.
Identity Attack0.06522302
Insult0.028281843
Profanity0.021535112
Threat0.013631714
Severe Toxicity0.0045204163
Low Tox 0.13041082 Constructive 0.513 Fear_Threat
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
I just want Canada from 10-15 years ago man. I'm not full on anti-immigration, I still want to allow some people in. But we need to put a stop to mass immigration. Immigration without assimilation …
I just want Canada from 10-15 years ago man. I'm not full on anti-immigration, I still want to allow some people in. But we need to put a stop to mass immigration. Immigration without assimilation is just an invasion.
Identity Attack0.10221587
Insult0.02982438
Profanity0.013405213
Threat0.008220384
Severe Toxicity0.0030899048
Low Tox 0.12867521 Constructive 0.644 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Weird... this video didnt cause Tyler any trouble.... but the one in NY with a different type of invasion sure did..... 🤔
Identity Attack0.017163984
Insult0.029053112
Profanity0.027820412
Threat0.010110466
Severe Toxicity0.0041770935
Low Tox 0.123468354 Low Con 0.26 Meta_Commentary
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
Invasion🥀
Invasion🥀
Identity Attack0.026007013
Insult0.031917825
Profanity0.06145202
Threat0.021645326
Severe Toxicity0.011291504
Low Tox 0.123468354 Moderate Con 0.449
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Inside Canada's European Invasion - oh wait - colonialism.
Inside Canada's European Invasion - oh wait - colonialism.
Identity Attack0.07673789
Insult0.033239998
Profanity0.013234417
Threat0.006977591
Severe Toxicity0.0033569336
Low Tox 0.11479026 Low Con 0.171 Humor_Satire
Feb 23, 2026 Inside Canada's Indian Invasion...
Invasion
Invasion
Identity Attack0.04151922
Insult0.023093075
Profanity0.04065997
Threat0.013010317
Severe Toxicity0.0062179565
Low Tox 0.11440011 Moderate Con 0.47
Sep 23, 2025 2 likes Why Canadians Are Turning Against …
Invasion
Invasion
Identity Attack0.04151922
Insult0.023093075
Profanity0.04065997
Threat0.013010317
Severe Toxicity0.0062179565
Low Tox 0.11440011 Moderate Con 0.464
Dec 25, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Invasion
Invasion
Identity Attack0.04151922
Insult0.023093075
Profanity0.04065997
Threat0.013010317
Severe Toxicity0.0062179565
Low Tox 0.11440011 Moderate Con 0.464
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Invasion
Invasion
Identity Attack0.04151922
Insult0.023093075
Profanity0.04065997
Threat0.013010317
Severe Toxicity0.0062179565
Low Tox 0.11440011 Moderate Con 0.464
Sep 30, 2025 1 likes IRCC Names India in Study …
Invasion
Invasion
Identity Attack0.040745795
Insult0.023093075
Profanity0.04141149
Threat0.013113883
Severe Toxicity0.0062561035
Low Tox 0.11429678 Moderate Con 0.464
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I have a sociology background and I'm from the Ottawa area in Canada. I'm legitimately surprised to actually had some people actually speaking so openly against the Indian invasion. Many Canadians could lose their jobs …
I have a sociology background and I'm from the Ottawa area in Canada. I'm legitimately surprised to actually had some people actually speaking so openly against the Indian invasion. Many Canadians could lose their jobs over having an opinion that goes against the current state of immigration. Canadians don't actually have the Freedom of Speech many Americans enjoy.
Identity Attack0.10221587
Insult0.030595649
Profanity0.01261955
Threat0.006925808
Severe Toxicity0.0024795532
Low Tox 0.11429678 Constructive 0.777 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I live in mississauga. The city below brampton. The invasion has overflown into here too.
I live in mississauga. The city below brampton. The invasion has overflown into here too.
Identity Attack0.060675595
Insult0.030375287
Profanity0.01579636
Threat0.008039144
Severe Toxicity0.0031852722
Low Tox 0.112953395 Moderate Con 0.494 Fear_Threat
Feb 4, 2026 Inside Canada's Indian Invasion...
Its an invasion and take over period.
Its an invasion and take over period.
Identity Attack0.0233943
Insult0.025155678
Profanity0.026180768
Threat0.012854968
Severe Toxicity0.0042915344
Low Tox 0.112333365 Low Con 0.124
Aug 27, 2025 Why Canadians Are Turning Against …
You’re being very selective with information. It feels like you’re asking leading questions just to get the answers you already want. That’s not good journalism. Journalism should aim for objectivity, not push a specific ideology. …
You’re being very selective with information. It feels like you’re asking leading questions just to get the answers you already want. That’s not good journalism. Journalism should aim for objectivity, not push a specific ideology. And calling this an “INVASION”? That’s simply wrong. I lived in Montréal in an area with many Indian residents. They’re respectful, hard-working, have families, jobs, and contribute to society like anyone else. They don’t interfere with religion or ideology. Just tonight, during a snowstorm, an Indian neighbor came out of his home to help me clear snow off my car — purely out of kindness. That’s reality on the ground, and it deserves to be reported honestly.
Identity Attack0.0543092
Insult0.04090862
Profanity0.017094411
Threat0.006977591
Severe Toxicity0.0022029877
Low Tox 0.11181668 Constructive 0.812 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Literally an invasion.
Literally an invasion.
Identity Attack0.03223813
Insult0.025026767
Profanity0.024951037
Threat0.010058682
Severe Toxicity0.0041770935
Low Tox 0.11140333 Low Con 0.171 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Sikhs are great warriors who protected India from the Moh@mmedan invasions in history and they get put in the same basket with other types of immigrants these days, but they contribute greatly to the economy …
Sikhs are great warriors who protected India from the Moh@mmedan invasions in history and they get put in the same basket with other types of immigrants these days, but they contribute greatly to the economy and do not sit around on benefits. They are hard working people with principles and family values. They are also peaceful, and anyone can go and have a feed at the temple at lunch time.
Identity Attack0.099072486
Insult0.030154925
Profanity0.019758832
Threat0.008764107
Severe Toxicity0.0039863586
Low Tox 0.11088664 Constructive 0.756 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It’s not just Canada, come to New zeland and see the invasion here
It’s not just Canada, come to New zeland and see the invasion here
Identity Attack0.06658725
Insult0.023866551
Profanity0.016411226
Threat0.010369381
Severe Toxicity0.00333786
Low Tox 0.11067997 Low Con 0.274 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Over 18,700 Canadian casualties on the Normandy beaches .... for this uncontested invasion !
Over 18,700 Canadian casualties on the Normandy beaches .... for this uncontested invasion !
Identity Attack0.060220852
Insult0.026831545
Profanity0.0118680475
Threat0.007961469
Severe Toxicity0.00289917
Low Tox 0.10956833 Moderate Con 0.379 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
500 years ago: "Inside Turtle Island's European Invasion"
500 years ago: "Inside Turtle Island's European Invasion"
Identity Attack0.052944973
Insult0.025284592
Profanity0.022901481
Threat0.0097738765
Severe Toxicity0.0040626526
Low Tox 0.10913446 Low Con 0.217 Comparative_Framing
Jan 27, 2026 1 likes 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.