Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Canada is being destroyed by …" 236 comments · Page 8 of 10
What the ledt is doing to your community, they ruined UK, france, canada qnd now spain is being destroyed by the left too
What the ledt is doing to your community, they ruined UK, france, canada qnd now spain is being destroyed by the left too
Identity Attack0.13377325
Insult0.08582769
Profanity0.02522431
Threat0.051067904
Severe Toxicity0.00667572
Low Tox 0.25462922 Low Con 0.3 Fear_Threat
Mar 2, 2026 Inside Canada's Indian Invasion...
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian …
Multiculturalism is a Marxist agenda. Meant to destroy Canada. Forced back in the 70's by Senior Trudeau. Then Junior opens the floodgates, pouring in the whole f ing world while claiming that there's no Canadian identity anymore, and how he wants Canada to become the First Post National State. State of what? Make Brampton Ontario a Canadian City Again.
Identity Attack0.18391247
Insult0.13245803
Profanity0.07870171
Threat0.012647836
Severe Toxicity0.009422302
Low Tox 0.25462922 Low Con 0.297 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Identity Attack0.10221587
Insult0.082372494
Profanity0.020442016
Threat0.06863153
Severe Toxicity0.005493164
Low Tox 0.2524482 Low Con 0.254
Jan 3, 2026 New rules, regulations take effect …
What’s happening in Canada is cultural imperialism and it is ruining our country. Mass immigration is destroying our economy and effecting our voting
What’s happening in Canada is cultural imperialism and it is ruining our country. Mass immigration is destroying our economy and effecting our voting
Identity Attack0.23922618
Insult0.076185785
Profanity0.017367685
Threat0.010058682
Severe Toxicity0.006828308
Low Tox 0.25084448 Moderate Con 0.358 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension …
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension yet. I'm too old to get the child tax credit and I'm on a Canada pension disability. I get 713.00 a min to live on. Period. That's it. 😢😢😢 I struggle every day. I live in a seniors housing complex..so my rent is adjusted to fit my income. Thank God for housing I'd be homeless if it wasn't for them. 😢😢 But the immigrants have money. Have jobs. Drive new cars. Get free rent for a year. I waited 9.5 hours at the emergency😢😢 not the Indians they have Indian drs that work there for them. How in the hell is this ok. I ended up leaving the emergency I couldn't wait any longer. I sat there in pain all that time and two Indian families came in during that time and within 20 min at the most they were in and out. They even have an advertisement in the emergency room in their language with all the Indian drs working there. Wtf is going on. I'm tired of seeing these people. They are opening businesses here. Everything you see now is written in English, French and Indian. They call it our third language now. There are building going up that have only immigrants in them. A d I live in a small town but the city. Come on. They stopped saying the Lord's prayer in schools. They can't say Merry Christmas. Christmas concerts are called Holliday concerts now. Our kids don't know the national a them they stopped that. They don't know the Lord's prayer they stopped that. The schools are changed to not make other nationalities feel bad. They get their Holliday's off and our Holliday's off..why? We don't get their off. Yeah I'm just a plain white person who lived in Canada all my life. 64 years. I've never seen this in my days. Never. Everything is destroyed. This feels like India 😢😢😢. We have to stop this. They need to leave. They are not here because of war or danger for their lives. They are here to take the jobs, take over our culture and country. Now we have to be careful what we say or were called racist. I'm white I lived in the hood all my life. With black people. I have alot of black friends even family but this is so damn reducilous. Who are they a d why are they here. Canada doesn't take care of us any more. Or help us people who need it. We are homeless in the streets you don't see Indians homeless, hell no. So Carney step up a x fix what Trudeau ruined. Please. This is not the country I'm used to it's India. Not Canada. I have friends from Ukraine. Now they are brought here because of the war. I get it. But they have their own immigration dr. And they've been here 2.5 years if that and bought their own home a year ago. How is this possible? The first year Canada paid their rent for a year. I live on 713.00 a month. He's a month. I live in seniors housing. I can't get enough to live on. I struggle every day😢😢😢 no one will help me. I'm alone and have nothing while Canada is supporting these immigrants and saying to hell with you if your Canadian . Yes I said it. How can someone live in what I get a month. I don't get anything else and like I said if it wasn't for housing I'd be in the street while Canada brings over immigrants from India that are not here because of war. Just to make more money to send home and take everything from us. They are laughing at us everyone is. Wake up people. We are the minority in our own country😢😢😢😢😢 I'm so done
Identity Attack0.21470967
Insult0.100019015
Profanity0.034146797
Threat0.007586042
Severe Toxicity0.008773804
Low Tox 0.25084448 Constructive 0.81
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
It's destroyed Canada 😢
It's destroyed Canada 😢
Identity Attack0.10221587
Insult0.058475737
Profanity0.022354934
Threat0.11616269
Severe Toxicity0.008735657
Low Tox 0.2412222 Moderate Con 0.332 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Canada’s refugee system is being exploited by fraud and political negligence. Real refugees lose, taxpayers lose, and public trust is destroyed. Stop the scams now.
Canada’s refugee system is being exploited by fraud and political negligence. Real refugees lose, taxpayers lose, and public trust is destroyed. Stop the scams now.
Identity Attack0.06385879
Insult0.16809943
Profanity0.025634222
Threat0.009903334
Severe Toxicity0.004119873
Low Tox 0.2396185 Moderate Con 0.395
Dec 16, 2025 IRCC Names India in Study …
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
Identity Attack0.089973204
Insult0.08410009
Profanity0.075468846
Threat0.021300001
Severe Toxicity0.0060272217
Low Tox 0.23739935 Low Con 0.279
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberal voters continuing to destroy Canada even after a 10 year track record of failure.
Liberal voters continuing to destroy Canada even after a 10 year track record of failure.
Identity Attack0.072601855
Insult0.089778624
Profanity0.015591404
Threat0.038911607
Severe Toxicity0.0045776367
Low Tox 0.23451406 Low Con 0.126
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
The all need to leave. If nothing is done they will destroy Canada.
The all need to leave. If nothing is done they will destroy Canada.
Identity Attack0.060220852
Insult0.036325075
Profanity0.021398475
Threat0.17964768
Severe Toxicity0.0076293945
Low Tox 0.23451406 Low Con 0.159 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of …
Marriages of convenience was rampant before Harper destroying young Canadians' lives. Fake refugees would swoon naive girls into marriage saddling them with parental and financial responsibilities that they couldn't handle all with the blessing of the Liberal government. America gave these cases ten years to see if they would leave where as Canada gave just a few months. Just another example of Liberals putting the interests of non citizens above citizens.
Identity Attack0.12735364
Insult0.15556364
Profanity0.013951761
Threat0.011042561
Severe Toxicity0.004749298
Low Tox 0.23415339 Moderate Con 0.444 Policy_Critique
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were …
Please change your topic. There are no anyindians invading any country in the world. Yes europeans have invaded india and destroyed there culture and looted wealth by war and many inhumane ways.before europeans there were no catholic churches in india. But these people are coming peacefully and not looting your country. They are also providing for canada. Please dont be racist. World is changing ,times aredifferent. Please accept the change. All have rights to follow any religion and follow there culture. you can get work done from them for cheap labour, but cant accept their culture. This isnt fair. Just becouse someone change there country they cant change their culture or values within a year or two.
Identity Attack0.22935481
Insult0.100019015
Profanity0.021398475
Threat0.010550622
Severe Toxicity0.0059127808
Low Tox 0.23271075 Constructive 0.632 Moral_Argument
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
Once you realize the purpose of the liberal party is to destroy Canada everything they do makes sense.
Once you realize the purpose of the liberal party is to destroy Canada everything they do makes sense.
Identity Attack0.09410924
Insult0.06634661
Profanity0.017914234
Threat0.100830056
Severe Toxicity0.005722046
Low Tox 0.23198941 Low Con 0.146
Jun 22, 2025 How Canada broke its immigration …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without …
Canada has lost the plot. Recruiting foreigners for our military should be illegal. There is no doubt Carney is destroying Canada. Canada and Canadians don’t make these decisions. Carney makes them in the backrooms without consultation with anyone. The Liberals take no ideas or instruction from the people who are paying and employing them. They did not elect a Dictator which we have.
Identity Attack0.06929302
Insult0.15556364
Profanity0.013234417
Threat0.010835429
Severe Toxicity0.0038146973
Low Tox 0.21642438 Low Con 0.277 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
The Canadian government and local Canadians definitely need to be afraid of Pakistan and the radical people who want to destroy Canada by changing the demography of Canada and by adopting radical ideas.
Identity Attack0.1808059
Insult0.07491849
Profanity0.01490822
Threat0.029415153
Severe Toxicity0.005607605
Low Tox 0.21374844 Moderate Con 0.393 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Carney needs to go...he actually has finished destroying Canada...trump can take over and bring ICE
Carney needs to go...he actually has finished destroying Canada...trump can take over and bring ICE
Identity Attack0.014953227
Insult0.09563028
Profanity0.016001316
Threat0.039602257
Severe Toxicity0.0051498413
Low Tox 0.21241048 Low Con 0.172
Jan 4, 2026 1 likes New rules, regulations take effect …
Trudeau was destroying Canada and no one said anything. It time to fight back.
Trudeau was destroying Canada and no one said anything. It time to fight back.
Identity Attack0.013646871
Insult0.08434689
Profanity0.01265371
Threat0.05042134
Severe Toxicity0.0041770935
Low Tox 0.20312156 Low Con 0.249
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Capitalism is destroying Canada and the United States. It's not immigrants.
Capitalism is destroying Canada and the United States. It's not immigrants.
Identity Attack0.14233272
Insult0.054376744
Profanity0.019075647
Threat0.012440704
Severe Toxicity0.004043579
Low Tox 0.200795 Low Con 0.197
Dec 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Good! - Trump influence is finally here... Keep up the good work. Liberals have nearly destroyed Canada.... And its 'Dundas Station' not 'TMU'.
Good! - Trump influence is finally here... Keep up the good work. Liberals have nearly destroyed Canada.... And its 'Dundas Station' not 'TMU'.
Identity Attack0.04667538
Insult0.08582769
Profanity0.015386449
Threat0.012803185
Severe Toxicity0.0032615662
Low Tox 0.20056234 Moderate Con 0.305
Dec 29, 2025 1 likes Deportations From Canada at Their …
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of …
I am an Indian immigrant living on GTA. If I was forced to live in Brampton, I would rather go back to India than live in Brampton. The problem with Brampton is a subset of Indians that are easily recognizable and do not assimilate. Most of these specific subset come here as students and through family sponsorship ( not regular immigration stream). The students get false documents for their language and educational credentials. The politicians are also to blame for pondering for their votes. If there is one ethnic group that has the capacity to destroy Canada further in the future to a point of no return, it is this subset. Unfortunately most Canadians do not know this, and Indians as a general group are seen as the problem. Next time just ask them where in India these people are from, and soon you will know for yourself.
Identity Attack0.2308735
Insult0.071433455
Profanity0.02795705
Threat0.00948907
Severe Toxicity0.0062179565
Low Tox 0.20009702 Constructive 0.695 Personal_Narrative
Oct 26, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Trudeau and the liberals tried to destroy Canada in service to the agenda of corporate billionaires.
Trudeau and the liberals tried to destroy Canada in service to the agenda of corporate billionaires.
Identity Attack0.04151922
Insult0.076502606
Profanity0.015044857
Threat0.03856628
Severe Toxicity0.0041007996
Low Tox 0.1996317 Low Con 0.158 Policy_Critique
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke …
Welp, about a half an hour ago when I got home, I realized that someone broke into my apartment building and stole my shoes that were infront of my door. SHOES. last year someone broke in and stole my bike. The thing is, this area was NEVER like this. It was safe and people trusted each other. Guess what has changed? The amount of immigration in my city and in this area. I am terrified during the night that someone will break into my apartment since theyve been able to get into the building. My entire life I have always stuck up for minorities and all different groups that have been apparently marginalized. Now, after everything happening in my city, in the world, to the people I love and myself, I have had ENOUGH. I want these people out of my country. Go back to your shitty countries with your shitty ideas and shitty ideologies and shitty everything because you do not belong here. If you do not properly become a Canadian citizen, such as assimilating to our culture, language and so on and leaving your shitty ideas behind, then you are not wanted and you do not belong here. Canada is being destroyed because of YOU and our communist "liberal" leaders. As a former SJW, feminist, leftist, member of the alphabet Mafia, I see the destruction and the deception of these ideologies and they are the opposite of what is real and true and free. Bring Canada back.
Identity Attack0.07177465
Insult0.077136256
Profanity0.051181246
Threat0.017674083
Severe Toxicity0.006942749
Low Tox 0.19939905 Constructive 0.594
Aug 25, 2025 Why Canadians Are Turning Against …
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat …
So sorry Brampton. This is awful. Many cities are going through this as well just not to this extreme. our governments sure have destroyed Canada forever. No wonder Countries like Mexico are seeing such Expat growth. Many Canadians moving out of the country.
Identity Attack0.105836816
Insult0.075868964
Profanity0.016547862
Threat0.00951496
Severe Toxicity0.0034713745
Low Tox 0.19694418 Constructive 0.624
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
They destroyed Canada...its so sad
They destroyed Canada...its so sad
Identity Attack0.052035484
Insult0.043250903
Profanity0.017572641
Threat0.061736204
Severe Toxicity0.0059509277
Low Tox 0.19409354 Moderate Con 0.341 Fear_Threat
Jun 21, 2025 2 likes How Canada broke its immigration …
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and …
I don't hate any race, but this is Canada. I'd love for all of us to put our differences aside and come together and gather the world elites that are destroying humanity by religion and beliefs. I know there's people in every religion that want peace but removing our governments and their masters from Humanity is the only way for peace and freedom ❤
Identity Attack0.16801116
Insult0.05964688
Profanity0.020100424
Threat0.033386398
Severe Toxicity0.0065231323
Low Tox 0.19409354 Constructive 0.609
Sep 21, 2025 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.