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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: "I am with you Canada. …" 6,088 comments · Page 85 of 244
You can't have it both ways!! First we were told to STOP having so many children...they said there are too many bodies on the earth, DEMANDED we reduce the number of course we're having. Corporations …
You can't have it both ways!! First we were told to STOP having so many children...they said there are too many bodies on the earth, DEMANDED we reduce the number of course we're having. Corporations who's companies depend on workers and an ever increasing profit share, are being gutted from within by greedy shareholders. These corporations have borrowed money based on past, present, real and IMAGINED INCOME...and that model collapses if there are not enough consumers to buy their products. These corporations will go bankrupt and fall into ruin if we continue along with the current climate change model fear mongering about too many people. The fact is Canada has NEVER had too many people. We run at a carbon DEFICIT compared to other nations with same population. The world doesn't have a population problem - the middle East has a population problem, and since we share NO BOARDERS with any of these nations - NOT ONE OF THESE PEOPLE IS OUR RESPONSIBILITY. DEPORT THEM ALL
Identity Attack0.073429056
Insult0.16831873
Profanity0.18663849
Threat0.013010317
Severe Toxicity0.019611536
Moderate 0.3389984 Constructive 0.506
Aug 27, 2025 Why Canadians Are Turning Against …
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the …
the UK is a bell weather for the future, the EU too, the below clip is what's coming, the 3rd world Canada, economically, culturally, the BIG LIE about needing it for ECONOMICS never was, the LIE that is was just the TURD in the last 10 yrs isn't the problem, it's been since his waste of skin father, who started it, the debt, Multiculturalism lie, if it was the solution, instead of REAL POLICIES, it would have worked by now, it's not working anywhere in the WESTERN WORLD
Identity Attack0.21866
Insult0.33896056
Profanity0.079025
Threat0.008712323
Severe Toxicity0.016060932
Moderate 0.3389984 Low Con 0.297 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police …
I was unemployed for a short period of time at Maple Lodge Farm and another packing company and all workers were Indians and they were rude people. These companies should be raided by the police and they will catch a lot of students hiding there. The immigration should open a site where citizens or legal residents can report these people. That would make it eadier for Canada to track the illegals. But the important thing is stop the incoming students and the refugees.
Identity Attack0.3819294
Insult0.24928534
Profanity0.028503597
Threat0.025443908
Severe Toxicity0.01483436
Moderate 0.3389984 Constructive 0.66 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
hindu's are not canadas problem , terrorism supporting religions are
hindu's are not canadas problem , terrorism supporting religions are
Identity Attack0.40158966
Insult0.16839184
Profanity0.043415543
Threat0.011767523
Severe Toxicity0.013155893
Moderate 0.3389984 Low Con 0.146 Fear_Threat
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Lol how are Indians in government in canada
Lol how are Indians in government in canada
Identity Attack0.39334553
Insult0.16773392
Profanity0.06145202
Threat0.006848133
Severe Toxicity0.013478675
Moderate 0.3389984 Low Con 0.198 Identity_Assertion
Nov 1, 2025 IRCC Names India in Study …
This is why I left Canada. Too many Indians. So I moved to India.
This is why I left Canada. Too many Indians. So I moved to India.
Identity Attack0.43896464
Insult0.11797678
Profanity0.028093686
Threat0.0077154995
Severe Toxicity0.011444092
Moderate 0.3389984 Moderate Con 0.426
Sep 19, 2025 47 likes Inside Canada's Indian Metropolis (Brampton)
Justin Trudeau has destroyed Canada.
Justin Trudeau has destroyed Canada.
Identity Attack0.08170113
Insult0.24630153
Profanity0.03715288
Threat0.08089764
Severe Toxicity0.01083374
Moderate 0.3389984 Low Con 0.202 Policy_Critique
Feb 11, 2026 233 likes Canada's tighter immigration policy divides …
We have no culture anymore. Even in College we learn that Canada doesn't have any identity anymore, it's racist, we have ❤Diversity ❤ smh
We have no culture anymore. Even in College we learn that Canada doesn't have any identity anymore, it's racist, we have ❤Diversity ❤ smh
Identity Attack0.35948995
Insult0.25800487
Profanity0.03690237
Threat0.00704232
Severe Toxicity0.0127685545
Moderate 0.3389984 Moderate Con 0.384 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
As a Canadian i hope i.c.e comes to take away all the trash that infests our country burdens to our society they know who they are we all do ❤ Canada First 🇨🇦
Identity Attack0.10221587
Insult0.36798462
Profanity0.07191269
Threat0.013113883
Severe Toxicity0.010910034
Moderate 0.3389984 Moderate Con 0.475 Fear_Threat
Feb 19, 2026 2 likes LILLEY UNLEASHED: The fall of …
Gunshots violence arson, this is Liberal Canada
Gunshots violence arson, this is Liberal Canada
Identity Attack0.27875587
Insult0.1640896
Profanity0.040158957
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.3389984 Low Con 0.167 Fear_Threat
Feb 18, 2026 2 likes Canadian immigration officers investigating hundreds …
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not …
Africans make great Canadians!!! ... but not the Islamists. Our Charter starts; WHEREAS CANADA IS FOUNDED UPON PRINCIPLES THAT RECOGNIZE THE SUPREMACY OF GOD AND THE RULE OF LAW; ......that's GOD of the Bible not allen of the Qurans or the other gods of pagans. Time to get right with Christ Jesus not much time left, Jesus is on His way back here as He promised. Get ready to welcome the King of kings.
Identity Attack0.41052565
Insult0.16846494
Profanity0.027410502
Threat0.008129764
Severe Toxicity0.014963473
Moderate 0.3389984 Moderate Con 0.346 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Time to address the real crisis in Canada, over hiked taxes! Housing crisis, cap on what CEOs are taking in, the old age pension should be lowered to 60, groceries are out of fkn control!!!!!!
Time to address the real crisis in Canada, over hiked taxes! Housing crisis, cap on what CEOs are taking in, the old age pension should be lowered to 60, groceries are out of fkn control!!!!!!
Identity Attack0.014149316
Insult0.24171697
Profanity0.37854016
Threat0.008440462
Severe Toxicity0.012962224
Moderate 0.3389984 Moderate Con 0.467 Economic_Argument
Jan 4, 2026 New rules, regulations take effect …
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
People in Canada don’t hate Indians but it seems Indians don’t want to be Canadian they want to turn Canada into India.
Identity Attack0.45610145
Insult0.14512913
Profanity0.04366605
Threat0.009230154
Severe Toxicity0.01302678
Moderate 0.3389984 Moderate Con 0.339
Sep 28, 2025 2 likes Why Canadians Are Turning Against …
Love the cold breeze when it touches my touché when I poo on the road - Indian Hindu in Canada.
Love the cold breeze when it touches my touché when I poo on the road - Indian Hindu in Canada.
Identity Attack0.23922618
Insult0.16861114
Profanity0.21997347
Threat0.011741633
Severe Toxicity0.020902663
Moderate 0.3389984 Moderate Con 0.45 Humor_Satire
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Brampton resident, the newer Indians, are giving the good ones a bad reputation. It used to be more multicultural city and immigrants actually assimilated with the customs of, Canada. It’s pretty much 90% …
As a Brampton resident, the newer Indians, are giving the good ones a bad reputation. It used to be more multicultural city and immigrants actually assimilated with the customs of, Canada. It’s pretty much 90% Indian now and about half of those don’t show signs of assimilating. Drivers here are so bad man! I’m convinced that a lot of them just pay for it. 😭 Their cuisine is good though, so, I’m grateful for that. 😅
Identity Attack0.3908055
Insult0.24928534
Profanity0.04742365
Threat0.0074954215
Severe Toxicity0.012283325
Moderate 0.3389984 Constructive 0.665 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS …
IT IS URGENT THAT THE GOVERNMENT INVESTIGATE ALL THOSE MAFIA CITIZENS WHO ENTERED CANADA AS STUDENTS FROM INDIA WITH FALSE INFORMATION. IT IS DEFINITELY A GREAT DANGER FOR CANADA SINCE THEY ARE MAFIA PEOPLE,AND THANKS TO THE MAFIA LIBERAL PARTY THAT OPENED THE DOORS FOR THEM.
Identity Attack0.30256465
Insult0.3393024
Profanity0.028640235
Threat0.010239923
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.346
Sep 29, 2025 IRCC Names India in Study …
TOO MANY INDIANS IN CANADA
TOO MANY INDIANS IN CANADA
Identity Attack0.40883094
Insult0.1378885
Profanity0.051181246
Threat0.008349842
Severe Toxicity0.015544481
Moderate 0.3389984 Low Con 0.19 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. …
Indians have been flooding Canada since Trudope began deliberate, widespread gerrymandering. Literally millions have come, some legal, some not. The liberals don’t care, as their woke BS policies aim to eventually legalise the illegals anyway. Generations of true Canadians worked, struggled, settled, overcame even died just to hand the country over to heterogeneous minorities with nothing in common with nor loyalty to Canada or its people. All so the liberals could steal power and turn Canada in to a 1 party nation. Disgusting…
Identity Attack0.35624164
Insult0.27558193
Profanity0.09551262
Threat0.0130621
Severe Toxicity0.015157142
Moderate 0.3389984 Moderate Con 0.377 Unverified_Claim
Jan 2, 2026 IRCC Names India in Study …
Canada is not a great country to immigrate.
Canada is not a great country to immigrate.
Identity Attack0.345783
Insult0.059143852
Profanity0.00038883544
Threat0.002120174
Severe Toxicity0.000022570031
Moderate 0.33877715
Apr 14, 2025 15 likes
Deport them now bring back Canada 🇨🇦
Deport them now bring back Canada 🇨🇦
Identity Attack0.29035977
Insult0.13607834
Profanity0.023789622
Threat0.09929679
Severe Toxicity0.015157142
Moderate 0.33836752 Low Con 0.2
Aug 27, 2025 Why Canadians Are Turning Against …
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually …
As a Canadian I’ll try and put this very politely and everything but I am friends with Indians that immigranted here 20+ years ago and the immigrants back then wanted to be Canadian and actually wanted to assimilate themselves in our culture the new round of immigration doesn’t do that they want to make Canada the new India they have no respect no care for the others around them and yes! They do smell not all of them but if it’s a smelly person in Canada 9/10 they are Indian that’s what I’ve seen obviously there is more but we just want them to want to be Canadians and not build your stupid praying status sorry I tried to be polite but this is something that has pissed me off more and more and people are finally talking about it
Identity Attack0.3802808
Insult0.2735258
Profanity0.12220735
Threat0.009955117
Severe Toxicity0.018449519
Moderate 0.33836752 Constructive 0.698 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
what a mess Canada...
what a mess Canada...
Identity Attack0.2964622
Insult0.3126888
Profanity0.034397304
Threat0.008168601
Severe Toxicity0.010604858
Moderate 0.33836752 Moderate Con 0.309
Sep 21, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
JUSTICE FOR ILLEGAL ALIENS IN CANADA, WE R NOT OSTRICHES !!!
JUSTICE FOR ILLEGAL ALIENS IN CANADA, WE R NOT OSTRICHES !!!
Identity Attack0.36803186
Insult0.2469859
Profanity0.025360947
Threat0.009644418
Severe Toxicity0.013801457
Moderate 0.33836752 Low Con 0.212 Call_To_Action
Nov 22, 2025 Quebec Ends Economic Immigration Program …
INDIANS ARE TAKING OVER CANADA. THEY ARE LOWERING THE PRICE OF LABOUR AND MAKING LIFE HARDER FOR THE AVERAGE CANADADIAN THAT WAS ACTUALLY BORN IN THIS COUNTRY.
INDIANS ARE TAKING OVER CANADA. THEY ARE LOWERING THE PRICE OF LABOUR AND MAKING LIFE HARDER FOR THE AVERAGE CANADADIAN THAT WAS ACTUALLY BORN IN THIS COUNTRY.
Identity Attack0.3958119
Insult0.14512913
Profanity0.02836696
Threat0.0083886795
Severe Toxicity0.013414118
Moderate 0.33836752 Moderate Con 0.38
Dec 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Muslims in Canada are NOT even 1 % of total population so How they can take over Canada or USA!>?
Muslims in Canada are NOT even 1 % of total population so How they can take over Canada or USA!>?
Identity Attack0.40351558
Insult0.1378885
Profanity0.026727317
Threat0.008168601
Severe Toxicity0.0118255615
Moderate 0.33836752 Low Con 0.191
Aug 26, 2025 Why Canadians Are Turning Against …

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.