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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: "Canada you can have all …" 6,088 comments · Page 84 of 244
This is a business; to let in thousands of 'refugees' and then deport them. The lawyers, agencies and judges made more than $78 million dollars. This money could be used to solve the homeless crisis …
This is a business; to let in thousands of 'refugees' and then deport them. The lawyers, agencies and judges made more than $78 million dollars. This money could be used to solve the homeless crisis or help poor families in Canada, but instead we are funding the corrupt government.
Identity Attack0.10221587
Insult0.36193377
Profanity0.021876704
Threat0.009204263
Severe Toxicity0.00541687
Moderate 0.3389984 Moderate Con 0.325
Dec 25, 2025 Deportations From Canada at Their …
liberals ruined canada
liberals ruined canada
Identity Attack0.31892163
Insult0.21602537
Profanity0.07514556
Threat0.02924249
Severe Toxicity0.010147095
Moderate 0.3389984 Low Con 0.29 Policy_Critique
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Read the comments and lose your humanity... sad about the future of Canada, this mentality will destroy you all.
Identity Attack0.10221587
Insult0.23237456
Profanity0.020373698
Threat0.19229786
Severe Toxicity0.013155893
Moderate 0.3389984 Low Con 0.198
Nov 21, 2025 Quebec Ends Economic Immigration Program …
I think it's safe to safe that Canada, like the UK before it, is certifiably an illegitimate state. An invaded, anarchic land.
I think it's safe to safe that Canada, like the UK before it, is certifiably an illegitimate state. An invaded, anarchic land.
Identity Attack0.36702603
Insult0.26957804
Profanity0.020851927
Threat0.009618527
Severe Toxicity0.013866014
Moderate 0.3389984 Low Con 0.21 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's …
What problem do you have with Indians living there? You guys are from Europe yourself. White people, and people from all over the world are coming to Canada because Canada was a vacant lot. It's not anyone's land. There are no native inhabitants there. Understand?😮😮😮😮😮😮😮
Identity Attack0.38215697
Insult0.12521741
Profanity0.035148825
Threat0.007068211
Severe Toxicity0.011672974
Moderate 0.3389984 Moderate Con 0.378 Moral_Argument
Mar 3, 2026 1 likes Inside Canada's Indian Invasion...
Canada is finished ! By censoring information and keeping the general population ignorant the elites have effectively taken control over a once free democracy. Welcome to the WEF comrades !
Canada is finished ! By censoring information and keeping the general population ignorant the elites have effectively taken control over a once free democracy. Welcome to the WEF comrades !
Identity Attack0.06431354
Insult0.36193377
Profanity0.026317406
Threat0.008181547
Severe Toxicity0.005645752
Moderate 0.3389984 Low Con 0.184 Unverified_Claim
Feb 21, 2026 1 likes LILLEY UNLEASHED: The fall of …
Canada is being taken over by East Indians. Our government let us down. Now we have to live with this mess.
Canada is being taken over by East Indians. Our government let us down. Now we have to live with this mess.
Identity Attack0.36803186
Insult0.26957804
Profanity0.03615085
Threat0.011275585
Severe Toxicity0.0119018555
Moderate 0.3389984 Moderate Con 0.305
Jan 16, 2026 Inside Canada's Indian Metropolis (Brampton)
canada is sraps
canada is sraps
Identity Attack0.28622448
Insult0.27146968
Profanity0.18049006
Threat0.009566744
Severe Toxicity0.01502803
Moderate 0.3389984 Moderate Con 0.311
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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 …
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very …
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very hard when every single store; walmart; Fast food is all India. Other races will not be hired, so all we see are India taking over every taxi and every single job. They can tolerate having all their family live in one house, as they buy multiple homes. These homes are left empty, until enough house are bought to take over a lane or an entire neighbourhood. They are not hostile; extremely friendly, yet not as concerned about wearing hair net or beard net or gloves when preparing food. (We are told most are friendly but to be mindful of those that wear their head wrap. (Timmins Ontario has been taken over) ... According to 2021 Census data from Statistics Canada, there were approximately 765 people of South Asian descent living in the Timmins census agglomeration. Recent estimates and community reports suggest this number has continued to grow through 2026, primarily driven by international students and economic immigration. Population Estimates and Demographics Indian Immigrants: As of the 2021 Census, 115 residents in Timmins were specifically listed as having India as their place of birth, a significant increase from 55 in 2016. South Asian Population: The broader "South Asian" visible minority group—which predominantly includes people of Indian heritage—numbered 765 in 2021, representing 1.9% of the total population. This was a sharp rise from only 165 people in 2016. International Students: A significant portion of the Indian community consists of students at Northern College. Reports indicate that since 2017, the college has enrolled nearly 2,000 international students, with approximately 96% originating from India. Recent Growth Trends (2022–2026) While the official 2026 Census data is not yet available, current local indicators point to a sustained increase in the Indian community: Rebounding Population: Mayor Michelle Boileau noted in 2024 that Timmins' population has reached its highest levels in over a decade due to immigration and industry opportunities. Newcomers: Since 2021, over 700 newcomers have arrived in Timmins through programs like the Rural and Northern Immigration Pilot (RNIP). Cultural Infrastructure: The growth of the community led to the establishment of the city's first Sikh temple to serve the expanding Sikh and Indian resident base. Note that "North American Indian" refers specifically to Indigenous First Nations people, of which there were approximately 2,640 in Timmins as of 2021. This is distinct from the population of people with origins in the country of India.
Identity Attack0.3817989
Insult0.19967617
Profanity0.048425674
Threat0.013321015
Severe Toxicity0.014705247
Moderate 0.3389984 Constructive 0.844
Jan 27, 2026 Inside Canada's Indian Invasion...
Hi guys this is a country of Indians not Canada gone in my opinion
Hi guys this is a country of Indians not Canada gone in my opinion
Identity Attack0.4006267
Insult0.14331897
Profanity0.07514556
Threat0.009799767
Severe Toxicity0.015867263
Moderate 0.3389984 Low Con 0.277 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
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)
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look …
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look there will be trash, it gotten so bad the owner of the building put a note on all floors saying if you litter or don’t throw out your trash your being recorded and will get fined.
Identity Attack0.36702603
Insult0.26395
Profanity0.057944927
Threat0.010084574
Severe Toxicity0.012435913
Moderate 0.3389984 Constructive 0.575
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
Identity Attack0.3817989
Insult0.16751462
Profanity0.023721304
Threat0.18281023
Severe Toxicity0.020386212
Moderate 0.3389984 Moderate Con 0.438 Identity_Assertion
Aug 30, 2025 Why Canadians Are Turning Against …
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...
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting …
The east Indian problem has gotten extremely bad where I am in Canada they keep buying businesses and then firing all the white people but if you call it out, you're racist like, I'm getting turned down when I hand out resumes, because I'm white and I was born in Canada its bad they're taking all the student jobs and then buying the businesses where students are working and then firing the students i'm no longer in school, so it's even harder to find a job. It's gotten to the point where if you want a job you need to work for yourself. They're even taking jobs in the trades so now people are having to work for themselves under-the-table and launder their money the average median income in Canada is anywhere from $45000 to $50000 a year the average house costs $673,335 the average household only makes $80000 a year i used to dream about having my own home and starting a family now I just hope I can find an apartment for less than $2000 a month that isn't owned by a slum Lord living in Toronto that's bought the property without ever even being to Smiths Falls a day in their life.
Identity Attack0.39461556
Insult0.23704576
Profanity0.098067984
Threat0.030278467
Severe Toxicity0.016190045
Moderate 0.3389984 Constructive 0.675 Economic_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
start deporting thats the only option and if they have citizenship or visa's and have committed a crime, get rid of them. They are out to dominate us and our country! Wake up Canada our …
start deporting thats the only option and if they have citizenship or visa's and have committed a crime, get rid of them. They are out to dominate us and our country! Wake up Canada our country is being ruined.
Identity Attack0.2869935
Insult0.19500497
Profanity0.020920247
Threat0.13734594
Severe Toxicity0.015931819
Moderate 0.3389984 Moderate Con 0.311
Aug 25, 2025 Why Canadians Are Turning Against …
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 …
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 …
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what …
I don't know what these khalistani people want first they have came into Canada illegally for their better life and when they manage to live a good life they claimed that they want khalistan .what Do they think a piece of game . Punjabis have separate state , their own chief minister, own parlament and they have everything of there own . Why do not any punjabi in India ask for khalistani bcz no one want it . Sikhs in canada are doing illegal things and operating via terrorist organisations called khalistan who spread hate against India .
Identity Attack0.39207554
Insult0.24928534
Profanity0.06044999
Threat0.016120117
Severe Toxicity0.016900165
Moderate 0.3389984 Constructive 0.53 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I don't want Canada to become a moo slum.
I don't want Canada to become a moo slum.
Identity Attack0.2774022
Insult0.34101152
Profanity0.096482486
Threat0.008362788
Severe Toxicity0.01121521
Moderate 0.3389984 Moderate Con 0.351 Identity_Assertion
Jan 19, 2026 Why Canadians Are Turning Against …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them …
What you are seeing is a take over. Dont forget only one state in India is 40 millions people, the entité population of Canada. It is nothing for yhem to take over if let Them in. Carney again wore the turban recentky. That should never happen. What message are été sending to the world. That we do have our own identity anymore.The most surprising is thèse Sikh people have no shame in destroying our country, our history, its root, They are rewriting our history by saying they were hère in the 1900. Bullshit. We started to be Invaded little by little 20 years ago, As long as they can abuse the system, they will keep coming ans have bâbord here. It $$ yo gave baby here. It is so madening to see this.
Identity Attack0.38826546
Insult0.26957804
Profanity0.064458095
Threat0.025961896
Severe Toxicity0.020644438
Moderate 0.3389984 Moderate Con 0.423
Nov 29, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …

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.