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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 16 of 16
Glad I moved OUT of Brampton in the 90s. It was starting then. I have been to over 40 countries, and none of them would have accepted an invasion like Canada has.
Glad I moved OUT of Brampton in the 90s. It was starting then. I have been to over 40 countries, and none of them would have accepted an invasion like Canada has.
Identity Attack0.06476828
Insult0.030044744
Profanity0.010996987
Threat0.0068869707
Severe Toxicity0.0024795532
Low Tox 0.10653123 Constructive 0.573 Fear_Threat
Jan 27, 2026 21 likes Inside Canada's Indian Invasion...
Canadians continue to vote for open borders political parties election after election. So no, they aren't tired of invasion.
Canadians continue to vote for open borders political parties election after election. So no, they aren't tired of invasion.
Identity Attack0.057492398
Insult0.028502205
Profanity0.012004685
Threat0.007754337
Severe Toxicity0.0024318695
Low Tox 0.10609736 Moderate Con 0.392
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
They are legal it's not called invasion
They are legal it's not called invasion
Identity Attack0.047448806
Insult0.019547975
Profanity0.025497584
Threat0.008841781
Severe Toxicity0.0041007996
Low Tox 0.10566349 Low Con 0.219 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Stay here in Canada and get ready to repel American invasion with extreme prejudice. This pundit is being too "nice".
Stay here in Canada and get ready to repel American invasion with extreme prejudice. This pundit is being too "nice".
Identity Attack0.0075686863
Insult0.0062324493
Profanity0.00013282645
Threat0.032100916
Severe Toxicity0.000016254517
Low Tox 0.10495276
Dec 8, 2025
Any other time in history they would call this an invasion.
Any other time in history they would call this an invasion.
Identity Attack0.036105253
Insult0.021094928
Profanity0.01846078
Threat0.009644418
Severe Toxicity0.0032806396
Low Tox 0.102192536 Low Con 0.123 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
It's a invasion in every Western nation. But nobody is talking about who is sponsoring and funding it. This doesn't happen out of thin air
It's a invasion in every Western nation. But nobody is talking about who is sponsoring and funding it. This doesn't happen out of thin air
Identity Attack0.04667538
Insult0.023479814
Profanity0.01846078
Threat0.007935578
Severe Toxicity0.002670288
Low Tox 0.10175867 Low Con 0.188
Dec 30, 2025 Deportations From Canada at Their …
Canada is allowing another invasion while trying to reconcile the first one.
Canada is allowing another invasion while trying to reconcile the first one.
Identity Attack0.051808115
Insult0.023221988
Profanity0.01220964
Threat0.008815889
Severe Toxicity0.0025939941
Low Tox 0.10089093 Low Con 0.156 Fear_Threat
Feb 12, 2026 3 likes Canada's tighter immigration policy divides …
Around 1492, some Europeans invaded the American continent and later began calling themselves Americans. Now people from other countries have started living there and earning, and those same people call it an invasion. 😅
Around 1492, some Europeans invaded the American continent and later began calling themselves Americans. Now people from other countries have started living there and earning, and those same people call it an invasion. 😅
Identity Attack0.057492398
Insult0.020837102
Profanity0.01846078
Threat0.0076766624
Severe Toxicity0.0024986267
Low Tox 0.09915545 Moderate Con 0.459 Comparative_Framing
Feb 14, 2026 4 likes Inside Canada's Indian Invasion...
Of course it’s the invasive species.
Of course it’s the invasive species.
Identity Attack0.021987455
Insult0.026315894
Profanity0.020646973
Threat0.008789998
Severe Toxicity0.003490448
Low Tox 0.09785384 Low Con 0.181 Identity_Assertion
Sep 29, 2025 1 likes IRCC Names India in Study …
is it really an 'invasion'
is it really an 'invasion'
Identity Attack0.03223813
Insult0.020837102
Profanity0.02474608
Threat0.009126588
Severe Toxicity0.003452301
Low Tox 0.0969861 Low Con 0.204 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
that's the invasion? that's it?
that's the invasion? that's it?
Identity Attack0.019073274
Insult0.016936934
Profanity0.021056883
Threat0.009307829
Severe Toxicity0.0030326843
Low Tox 0.08479069 Low Con 0.253
Jan 27, 2026 Inside Canada's Indian Invasion...
It is uniting us against the oligarchy elites, rememeber the canadian government has been telling us what invasive species do to the ecosystems, and well they are coreect
It is uniting us against the oligarchy elites, rememeber the canadian government has been telling us what invasive species do to the ecosystems, and well they are coreect
Identity Attack0.025203101
Insult0.027841117
Profanity0.011936366
Threat0.008065036
Severe Toxicity0.0016784668
Low Tox 0.081625134 Moderate Con 0.383 Fear_Threat
Feb 12, 2026 Canada's tighter immigration policy divides …
At this point, it shouldn’t be called invasive
At this point, it shouldn’t be called invasive
Identity Attack0.023997234
Insult0.018129934
Profanity0.023379711
Threat0.008259222
Severe Toxicity0.0027656555
Low Tox 0.07212844 Low Con 0.188 Fear_Threat
Mar 1, 2026 Inside Canada's Indian Invasion...
INVASION you mean?
INVASION you mean?
Identity Attack0.016058605
Insult0.017227544
Profanity0.01887069
Threat0.009411395
Severe Toxicity0.0030899048
Low Tox 0.071337044 Low Con 0.256 Fear_Threat
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
So it’s an invasion because they entered illegally or legal ?
So it’s an invasion because they entered illegally or legal ?
Identity Attack0.03636306
Insult0.017485369
Profanity0.013302735
Threat0.0066280556
Severe Toxicity0.00166893
Low Tox 0.069754265 Low Con 0.2 Question
Feb 17, 2026 Inside Canada's Indian Invasion...
Not really an invasion if the gov allows and caters to them.
Not really an invasion if the gov allows and caters to them.
Identity Attack0.030175667
Insult0.017356457
Profanity0.01354185
Threat0.008531082
Severe Toxicity0.0022125244
Low Tox 0.06817148 Low Con 0.139 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ …
Most Americans living in the U.S. today aren’t originally from there — their ancestors migrated from Europe just a few centuries ago. Yet documentaries like this make it seem as if others are ‘taking over’ their land. The same story exists in places like Australia, where the original Indigenous population is now a small minority. Over time, migration changes every country’s demographics — it’s a global reality, not an invasion. Even cities like London, Toronto, or New York are built by immigrants from across the world. So before calling it a ‘takeover,’ remember that every nation today stands on layers of migration, adaptation, and cultural exchange.
Identity Attack0.030433474
Insult0.024511116
Profanity0.01627459
Threat0.007353018
Severe Toxicity0.0018596649
Low Tox 0.06263174 Constructive 0.602 Comparative_Framing
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
now why did you word it as "invasion"?
now why did you word it as "invasion"?
Identity Attack0.018872296
Insult0.016936934
Profanity0.015454767
Threat0.008311004
Severe Toxicity0.0024032593
Low Tox 0.062236045 Low Con 0.247 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
Is Canada doing the same as the US? Do they realize that lionfish and python are not the only invasive species?😅
Is Canada doing the same as the US? Do they realize that lionfish and python are not the only invasive species?😅
Identity Attack0.022590388
Insult0.024768941
Profanity0.011970525
Threat0.0067057298
Severe Toxicity0.00166893
Low Tox 0.06184035 Low Con 0.248
Dec 25, 2025 Deportations From Canada at Their …
What is the driving force behind this invasion? Who is pushing it? What is the long-range objective?
What is the driving force behind this invasion? Who is pushing it? What is the long-range objective?
Identity Attack0.012943448
Insult0.013668913
Profanity0.015830519
Threat0.011068452
Severe Toxicity0.0023555756
Low Tox 0.055521555 Low Con 0.165 Fear_Threat
Sep 7, 2025 1 likes Why Canadians Are Turning Against …
This worldwide invasion will stop when laws change. Uk is having the Denmark immigration policy i hope this works if not we will improve it. And our law will get better. Things are about to …
This worldwide invasion will stop when laws change. Uk is having the Denmark immigration policy i hope this works if not we will improve it. And our law will get better. Things are about to change in the uk. It takes time though.
Identity Attack0.031464707
Insult0.013858915
Profanity0.015659723
Threat0.008013252
Severe Toxicity0.0019931793
Low Tox 0.051563308 Constructive 0.644 Fear_Threat
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
It is not an "invasion."
It is not an "invasion."
Identity Attack0.013244915
Insult0.0116169015
Profanity0.014942379
Threat0.008168601
Severe Toxicity0.0019264221
Low Tox 0.040430736 Low Con 0.197 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
massive fan of your work, really happy to see you shining a light on the genuine invasion going on in canada right now, keep it up g
massive fan of your work, really happy to see you shining a light on the genuine invasion going on in canada right now, keep it up g
Identity Attack0.013345404
Insult0.013630914
Profanity0.011184863
Threat0.007637825
Severe Toxicity0.0015735626
Low Tox 0.034277402 Constructive 0.567
Jan 27, 2026 Inside Canada's Indian Invasion...
That's rich 51st state guy is worried about invasion lol
That's rich 51st state guy is worried about invasion lol
Identity Attack0.0006906507
Insult0.0017014691
Profanity0.0002321749
Threat0.012396995
Severe Toxicity0.000016092044
Low Tox 0.025656464
Dec 12, 2025
The 'invasion' bit refers to latin americans. Moderately inconvenienced Canadians will get over it, i'm sure.
The 'invasion' bit refers to latin americans. Moderately inconvenienced Canadians will get over it, i'm sure.
Identity Attack0.0056056306
Insult0.00064455974
Profanity0.000054766195
Threat0.000080370926
Severe Toxicity0.000003561965
Low Tox 0.0044986554 Identity_Assertion
Dec 8, 2025

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.