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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 is doing more to …" 6,088 comments · Page 85 of 244
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Identity Attack0.41222036
Insult0.22303216
Profanity0.043916557
Threat0.008026198
Severe Toxicity0.015609037
Moderate 0.3389984 Constructive 0.621 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
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...
Trudeau doesn't give a fig about Canada 🇨🇦. Only lining his pockets and sleeping with MEN. 🙄
Trudeau doesn't give a fig about Canada 🇨🇦. Only lining his pockets and sleeping with MEN. 🙄
Identity Attack0.058401883
Insult0.26957804
Profanity0.06195303
Threat0.0116639575
Severe Toxicity0.010528564
Moderate 0.3389984 Low Con 0.212 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
boy what barrel did creepy carney scrape her from - obvious creepy has no plans to stop mass immigration to destroy Canada
boy what barrel did creepy carney scrape her from - obvious creepy has no plans to stop mass immigration to destroy Canada
Identity Attack0.11396073
Insult0.29855028
Profanity0.057443913
Threat0.05947323
Severe Toxicity0.0126394415
Moderate 0.3389984 Low Con 0.174 Fear_Threat
Feb 26, 2026 3 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Canadian people are upset that our government is allowing foreign nationals to disrespect our country and our people and set our flags on fire and yell at the top of their lungs that they want …
Canadian people are upset that our government is allowing foreign nationals to disrespect our country and our people and set our flags on fire and yell at the top of their lungs that they want to destroy Canada and their people that’s disrespect
Identity Attack0.37222284
Insult0.17734702
Profanity0.02522431
Threat0.10236332
Severe Toxicity0.015350811
Moderate 0.3389984 Moderate Con 0.453
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will …
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will try to stay but most will go. Their options are miserable and likely far worse then in their home countries.
Identity Attack0.23163283
Insult0.34548226
Profanity0.027273865
Threat0.007857903
Severe Toxicity0.006790161
Moderate 0.3389984 Constructive 0.533 Policy_Critique
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
If you hate multiculture .. Canada might not fit you
If you hate multiculture .. Canada might not fit you
Identity Attack0.4054415
Insult0.15627414
Profanity0.050429728
Threat0.008738215
Severe Toxicity0.010986328
Moderate 0.3389984 Low Con 0.217 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this …
Grew up in Brampton, horrible what has happened to this country. Canada is over the third world has taken over. Grandparents came here worked hard the Canadian way, if they saw what happened to this country it would be a disgrace. Canadians are tired and are feeling the impact on mass immigration. Government has failed us miserably.
Identity Attack0.20878418
Insult0.29383746
Profanity0.06295506
Threat0.0084793
Severe Toxicity0.009231567
Moderate 0.3389984 Constructive 0.561 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Jst tell your family members overseas to change their names to SINGH and BHUPINDER and you can come to canada im so ashamed to be a Canadian,in the 90’s and early 2000’s how hard it …
Jst tell your family members overseas to change their names to SINGH and BHUPINDER and you can come to canada im so ashamed to be a Canadian,in the 90’s and early 2000’s how hard it was to come into this lovely country but now Indians with all these fake abandoned mall colleges and truck driving schools bring everyone from Mumbai and Punjabi province
Identity Attack0.3817989
Insult0.2679134
Profanity0.02973333
Threat0.008686432
Severe Toxicity0.015802706
Moderate 0.3389984 Moderate Con 0.448
Sep 30, 2025 1 likes IRCC Names India in Study …
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 …
Cree here, it’s pretty common belief that we hate Ottawa and the political class for trying colonization 2.0 from the liberals. It seriously fucked over the country with pollution, crime, and opportunities. Many reservations still …
Cree here, it’s pretty common belief that we hate Ottawa and the political class for trying colonization 2.0 from the liberals. It seriously fucked over the country with pollution, crime, and opportunities. Many reservations still don’t have running water but at least we have armed foreigners adding to the human trafficking numbers. I will never forgive or forget what new canada has done to me and my people.
Identity Attack0.14019285
Insult0.24493282
Profanity0.34099978
Threat0.012026439
Severe Toxicity0.016641939
Moderate 0.3389984 Constructive 0.583 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
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 sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick …
Canada sells citizenship like groceries To the lady saying I’m Canadian no you’re not Every single Indian stick to their own racial group Black people stick together with their own racial group Whites also stick together with their fellow whites So there’s no nationalism in this country Even though you have Canadian citizenship you will only help someone who has same skin colour like you Indian business will only hire Indians , Indian homeowners will only rent out their own Indian people Indians even force other foreigners to speak their language Hindi or punjabi if they want to live with them India itself is very racist country , few years ago group of Nigerians were arrested and handcuffed like criminals they treat black people like criminals
Identity Attack0.3895355
Insult0.23237456
Profanity0.039407436
Threat0.009566744
Severe Toxicity0.014640691
Moderate 0.3389984 Constructive 0.607 Policy_Critique
Sep 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Just like with the rest of our problems here in Canada 🇨🇦; we can’t keep saying “it’s not as bad as the U.S, so it’s ok. No need to panic” - this attitude has to …
Just like with the rest of our problems here in Canada 🇨🇦; we can’t keep saying “it’s not as bad as the U.S, so it’s ok. No need to panic” - this attitude has to end. The standard shouldn’t be that low. We can do better. Responsible Canadians shouldn’t lose their gun rights because of foreign pirates and gangsters.
Identity Attack0.33675182
Insult0.3406697
Profanity0.028230323
Threat0.0101363575
Severe Toxicity0.008010864
Moderate 0.3389984 Moderate Con 0.474 Comparative_Framing
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The huge monkey God is definately a win for canada 😅
The huge monkey God is definately a win for canada 😅
Identity Attack0.10221587
Insult0.34782293
Profanity0.07708528
Threat0.0074048014
Severe Toxicity0.012283325
Moderate 0.3389984 Low Con 0.212 Humor_Satire
Feb 9, 2026 Inside Canada's Indian Invasion...
it´s funny to see a bunch of white guys complaining about how they are losing their country and demographic replacement when Canada and USA are native american land and you did a demographic replacement to …
it´s funny to see a bunch of white guys complaining about how they are losing their country and demographic replacement when Canada and USA are native american land and you did a demographic replacement to the natives
Identity Attack0.39773783
Insult0.1505596
Profanity0.043415543
Threat0.009100696
Severe Toxicity0.011062622
Moderate 0.3389984 Low Con 0.296 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
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
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)
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...
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 …
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 …
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 …
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)

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.