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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

click to expand

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: "We are with you, Canada." 6,088 comments · Page 142 of 244
Man even i as an indian say that there are way too many indians in canada and all thanks to canadas extreme liberal migratory policy
Man even i as an indian say that there are way too many indians in canada and all thanks to canadas extreme liberal migratory policy
Identity Attack0.21668483
Insult0.04090862
Profanity0.024541125
Threat0.006977591
Severe Toxicity0.004787445
Low Tox 0.18649188 Moderate Con 0.422 Personal_Narrative
Feb 3, 2026 1 likes Inside Canada's Indian Invasion...
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant …
In 19th century british rule india, but in future indians rule canada, australia definately And local people just barking on them , there is slogan like when elephant moves dog will always bark. But elephant have to ignore them and move towards his goal
Identity Attack0.10221587
Insult0.0808917
Profanity0.019348921
Threat0.009618527
Severe Toxicity0.004425049
Low Tox 0.18649188 Moderate Con 0.309 Comparative_Framing
Feb 28, 2026 Inside Canada's Indian Invasion...
They will take over Canada like how Israel is doing America
They will take over Canada like how Israel is doing America
Identity Attack0.17070955
Insult0.030154925
Profanity0.019212283
Threat0.032695748
Severe Toxicity0.0074768066
Low Tox 0.18649188 Low Con 0.134 Fear_Threat
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
canadians---canada + indians. 😂
canadians---canada + indians. 😂
Identity Attack0.21075934
Insult0.054962315
Profanity0.024541125
Threat0.0068416605
Severe Toxicity0.008430481
Low Tox 0.18554166 Low Con 0.169
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
These Indian came to Canada not by force but by Canadian government approval so what’s wrong for Indian being in Canada now ?
These Indian came to Canada not by force but by Canadian government approval so what’s wrong for Indian being in Canada now ?
Identity Attack0.23770751
Insult0.047349896
Profanity0.016103793
Threat0.006738094
Severe Toxicity0.0041007996
Low Tox 0.18554166 Low Con 0.287
Jan 27, 2026 Inside Canada's Indian Invasion...
Start the mass deportation we want Canada back we want the jobs back atleast 10 million gone
Start the mass deportation we want Canada back we want the jobs back atleast 10 million gone
Identity Attack0.10221587
Insult0.031146556
Profanity0.01354185
Threat0.02803385
Severe Toxicity0.005645752
Low Tox 0.18554166 Low Con 0.278
Aug 27, 2025 Why Canadians Are Turning Against …
Canada, Australia and New Zealand should adapt Indian Culture, one of this day it becomes a CURRY Country.
Canada, Australia and New Zealand should adapt Indian Culture, one of this day it becomes a CURRY Country.
Identity Attack0.18546575
Insult0.05086332
Profanity0.021603432
Threat0.008505191
Severe Toxicity0.0065994263
Low Tox 0.18554166 Low Con 0.259 Identity_Assertion
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
No Portuguese would want to move from Canada to USA, even legally.
No Portuguese would want to move from Canada to USA, even legally.
Identity Attack0.24970764
Insult0.03257891
Profanity0.015318131
Threat0.007262398
Severe Toxicity0.004463196
Low Tox 0.18554166 Low Con 0.141 Comparative_Framing
Feb 14, 2026 Inside Canada's Indian Invasion...
They will make a Khalistan out of Canada
They will make a Khalistan out of Canada
Identity Attack0.17226285
Insult0.033239998
Profanity0.022423252
Threat0.03718498
Severe Toxicity0.007019043
Low Tox 0.18554166 Low Con 0.154 Fear_Threat
Feb 7, 2026 Inside Canada's Indian Invasion...
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government …
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government has been keeping the movement alive in order to mobilize their community for votes. This has caused many diplomatic fallouts with India lately since terrorists from Canada have been causing a resurgence in the movement in India and no one in India wants to deal with this. So essentially, you can't put the Indians and Khalistanis in the same bucket for this video.
Identity Attack0.13591312
Insult0.076819435
Profanity0.017026093
Threat0.046541955
Severe Toxicity0.0061798096
Low Tox 0.18554166 Constructive 0.717 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I guess canada is off my wish list... my mistake Indinada 🤢🤮
I guess canada is off my wish list... my mistake Indinada 🤢🤮
Identity Attack0.11280017
Insult0.06529768
Profanity0.03339528
Threat0.008246276
Severe Toxicity0.0062561035
Low Tox 0.18554166 Moderate Con 0.39
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said …
Sovereignty is the concept and practice that got us to where we are as a species belonging to countries. Somehow our political leadership decided that sovereignty was no longer a thing and Trudeau simply said "C'mon over..." Our path forward is to purge our nation of illegal immigrants, PRs that aren't hitting the metrics, students with expired visas and of course criminals who are not Canadians. Once we've cleaned house we need to treat our country like the prize that it can be and only invite in those who fit in with our psyche and economic needs. Just because someone shows up at our border doesn't mean that they belong in Canada.
Identity Attack0.11163961
Insult0.0838533
Profanity0.02167175
Threat0.011146127
Severe Toxicity0.0062561035
Low Tox 0.18459146 Constructive 0.59 Policy_Critique
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
sad day in Canada were witnessing cultural disintegration of the majority and ITS ALL the fault of the liberals, everything! this is not democracy its "monoply from the miniocracy of the strange"
sad day in Canada were witnessing cultural disintegration of the majority and ITS ALL the fault of the liberals, everything! this is not democracy its "monoply from the miniocracy of the strange"
Identity Attack0.073429056
Insult0.086852804
Profanity0.014054239
Threat0.0066280556
Severe Toxicity0.00289917
Low Tox 0.18459146 Low Con 0.231 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Leave your language, bad manners, foreign regilion and all other things you do in your country and adapt if you are here in Canada.
Leave your language, bad manners, foreign regilion and all other things you do in your country and adapt if you are here in Canada.
Identity Attack0.10221587
Insult0.071750276
Profanity0.012243799
Threat0.006686311
Severe Toxicity0.003490448
Low Tox 0.18459146 Low Con 0.253 Identity_Assertion
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Trudeau and the Liberals are to blame for all this. They sacrificed Canada to buy their votes 🤔
Trudeau and the Liberals are to blame for all this. They sacrificed Canada to buy their votes 🤔
Identity Attack0.05794714
Insult0.08582769
Profanity0.013405213
Threat0.008013252
Severe Toxicity0.0030899048
Low Tox 0.18459146 Low Con 0.234 Policy_Critique
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to …
Immigrants are not aliens, they are legal immigrants. On the other side, original Canadians are to be blame for their low birth rate, due to which government hasn't any choice but to have foreigners to run the businesses and dialy life course. The low birth rate is real issue. If the people of Canada didn't focus on this, sooner or later foreigners will overtake Canada. And of course when immigrants comes, surely they will bring their culture and living style too. Asking them to adopt Candian culture from the first day is senseless. There is no point of blaming immigrants for overtaking Canada.
Identity Attack0.18158256
Insult0.06582214
Profanity0.017709278
Threat0.007353018
Severe Toxicity0.0044059753
Low Tox 0.18459146 Constructive 0.573 Policy_Critique
Sep 27, 2025 1 likes Why Canadians Are Turning Against …
When Canada says No to her Creator God/Jesus the Christ, she goes downhill.
When Canada says No to her Creator God/Jesus the Christ, she goes downhill.
Identity Attack0.14233272
Insult0.06285016
Profanity0.021740068
Threat0.0089712385
Severe Toxicity0.005569458
Low Tox 0.18459146 Low Con 0.135 Moral_Argument
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
Canada should only offer student visa for university programs. Find them and deport them . Which will take another 5 yrs i guess. 😂😂
Canada should only offer student visa for university programs. Find them and deport them . Which will take another 5 yrs i guess. 😂😂
Identity Attack0.084182754
Insult0.04207976
Profanity0.016479544
Threat0.05203775
Severe Toxicity0.0050354004
Low Tox 0.18364124 Low Con 0.241 Policy_Critique
Oct 21, 2025 IRCC Names India in Study …
Jason Kenny allowed in those who couldn't speak or write English....so he has nothing to add. I'm a sick, disabled Canadian who is being EVICTED from my home of almost ten years...because of a bad …
Jason Kenny allowed in those who couldn't speak or write English....so he has nothing to add. I'm a sick, disabled Canadian who is being EVICTED from my home of almost ten years...because of a bad faith N12 eviction....so that my foreign-born landlord can increase the rent. While I can prove this bad faith, gov't officials have advised me to just give in and move out of my home...while very sick and unable to find any new housing. I've been looking into MAID as a way out of the torment that Canada has become for me. Kenny, in his fancy home...doesn't have a clue how poor sick Canadians are suffering. I have both an undergraduate and graduate program completed....and Canada treats me like I've never tried or done anything with my life worth respecting.
Identity Attack0.055218685
Insult0.11616662
Profanity0.018324144
Threat0.0073918556
Severe Toxicity0.0039100647
Low Tox 0.18364124 Constructive 0.695 Personal_Narrative
Feb 17, 2026 2 likes LILLEY UNLEASHED: The fall of …
You think Canada is bad, take a look to Australia
You think Canada is bad, take a look to Australia
Identity Attack0.13163337
Insult0.0654725
Profanity0.022969801
Threat0.006977591
Severe Toxicity0.0029945374
Low Tox 0.18364124 Low Con 0.288 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
As an Alberta patriot I am all for Alberta leaving communist Canada
As an Alberta patriot I am all for Alberta leaving communist Canada
Identity Attack0.12556632
Insult0.06477321
Profanity0.017914234
Threat0.008194493
Severe Toxicity0.0045394897
Low Tox 0.18364124 Moderate Con 0.38 Identity_Assertion
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
America has Mexicans and Canada has Indians
America has Mexicans and Canada has Indians
Identity Attack0.22458547
Insult0.05027775
Profanity0.046922635
Threat0.007586042
Severe Toxicity0.0061035156
Low Tox 0.18364124 Low Con 0.201 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Pretty clear the mango moron doesn't want his neighbours in his country. Just a matter of time before it's completely shut down to Canadians. Spend your money in Canada if you have any to spend …
Pretty clear the mango moron doesn't want his neighbours in his country. Just a matter of time before it's completely shut down to Canadians. Spend your money in Canada if you have any to spend better value no exchange rate.
Identity Attack0.0046557887
Insult0.15017739
Profanity0.0022990184
Threat0.00050246605
Severe Toxicity0.000007764708
Low Tox 0.18352273
Dec 8, 2025
Learn some history..most of the people in Pakistan are punjubs...so its literlaly Pakistanis every where in Canada
Learn some history..most of the people in Pakistan are punjubs...so its literlaly Pakistanis every where in Canada
Identity Attack0.2028587
Insult0.061976057
Profanity0.020510335
Threat0.0068869707
Severe Toxicity0.004749298
Low Tox 0.18269104 Moderate Con 0.355 Comparative_Framing
Feb 28, 2026 Inside Canada's Indian Invasion...
dont step foot anywhere in canada again youll get packled up we see u
dont step foot anywhere in canada again youll get packled up we see u
Identity Attack0.04641757
Insult0.045593183
Profanity0.01941724
Threat0.1338057
Severe Toxicity0.0076293945
Low Tox 0.18269104 Low Con 0.263 Fear_Threat
Jan 28, 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.