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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: "Its not the people who …" 4,268 comments · Page 110 of 171
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
I'm from canada, buddy, and you are hitting it on the coffin brother Good job on exposing this BS .People need to hear everything and see it
Identity Attack0.026207991
Insult0.0838533
Profanity0.11292298
Threat0.016120117
Severe Toxicity0.0076675415
Low Tox 0.20572066 Constructive 0.594
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Identity Attack0.20483385
Insult0.07935401
Profanity0.041912504
Threat0.008686432
Severe Toxicity0.0077438354
Low Tox 0.2043827 Constructive 0.543 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a …
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a politician she is. What she is doing here is trying to win votes by creating hate and divide and unfortunately people are blinded by hate to see it. She is not even letting the person answer before firing her next question, just getting half story and letting people speak to a point where she can use that to further push her parties ideology.
Identity Attack0.021585498
Insult0.16337912
Profanity0.047173142
Threat0.008077981
Severe Toxicity0.004501343
Low Tox 0.2043827 Constructive 0.645
Oct 1, 2025 IRCC Names India in Study …
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and …
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and they’re mad about it. What makes European settler culture the right one? Why not Indigenous culture? Why not Indian culture? What gives Europeans the right to have their culture remain in the Americas?
Identity Attack0.23998553
Insult0.0623257
Profanity0.01620627
Threat0.008582866
Severe Toxicity0.005302429
Low Tox 0.2043827 Moderate Con 0.428 Moral_Argument
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
I talked to a family of immigrants a few years ago and they were terribly upset with the open door policy that Canada had adopted. They said the reason they left their home was to …
I talked to a family of immigrants a few years ago and they were terribly upset with the open door policy that Canada had adopted. They said the reason they left their home was to get away from the bad people that Canada was now welcoming. They said these people will poison Canada. Well, years later they seemed to be spot on with their assessment.
Identity Attack0.11396073
Insult0.08582769
Profanity0.020578653
Threat0.01187109
Severe Toxicity0.004711151
Low Tox 0.20335422 Constructive 0.687 Personal_Narrative
Feb 19, 2026 Canadian immigration officers investigating hundreds …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation is fake, and although the guy who invited you DOES HALF OWN the house, but it is HIS BROTHER hosting the party, and your friend, whenever his brother holds a party prints out fake invitations. And then after being told to just STAY PUT, after thinking that you would like to just leave, the guy who explained this comes over to tell you that since your friend IS half owner of the house, that you are ALLOWED TO STAY, but preferably if you could just walk a long narrow hallway in sit in the large roomy storage closet. Maybe then, you think it preferable to just leave, but IT MIGHT BE CONSTRUED that you are making A BIG FUSS about leaving, and this would be BEING RUDE to the people WHO TOOK QUITE A BIT OF TIME to help you sort out YOUR DILEMMA, and IF you DO leave, you might NOT EVER be invited back again, and if you AREN'T invited back, MAYBE someone who saw you AT THE PARTY: LIKES YOU, and will go around LOOKING FOR YOU, even to the points of looking through people's windows to find you, and WHAT IF this would happen at like 3am, and maybe you should JUST TRY TO enjoy your stay in the broom closet BECAUSE someone who DOES LIKE YOU would wait and be able to SPOT YOU and say 'hi' AS YOU EXIT the main entrance, if that is the only exit.
Identity Attack0.014249804
Insult0.0816321
Profanity0.10982819
Threat0.011767523
Severe Toxicity0.008277893
Low Tox 0.20335422 Constructive 0.667 Humor_Satire
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Canada isn't for Canadians is for other people. Canadians are just a source of income for the government to waste resources on their ideological pandering propaganda
Canada isn't for Canadians is for other people. Canadians are just a source of income for the government to waste resources on their ideological pandering propaganda
Identity Attack0.18391247
Insult0.0808917
Profanity0.013029462
Threat0.007094103
Severe Toxicity0.00415802
Low Tox 0.20335422 Low Con 0.191 Identity_Assertion
Nov 21, 2025 3 likes Thousands of refugees allowed into …
These people are very kind but the culture is bad…
These people are very kind but the culture is bad…
Identity Attack0.11047905
Insult0.06459839
Profanity0.04642162
Threat0.0073789097
Severe Toxicity0.0051498413
Low Tox 0.20335422 Moderate Con 0.433
Nov 8, 2025 Inside Canada's Indian Metropolis (Brampton)
We brought a ton of people in who can’t communicate and have absolutely nothing in common with Canadians.
We brought a ton of people in who can’t communicate and have absolutely nothing in common with Canadians.
Identity Attack0.17381613
Insult0.08459369
Profanity0.013985921
Threat0.0063238298
Severe Toxicity0.0038528442
Low Tox 0.20312156 Moderate Con 0.357
Jun 19, 2025 423 likes How Canada broke its immigration …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them …
Learn from Gulf countries open your markets let young, educated people come to your country establish businesses, provide you services and if possible, they will bear children for you to increase your population. Charge them yearly for visa health fee etc. and as soon contract finishes send them back home or keep good ones who are beneficial to your economy give them citizenship. Such a big country like Canada that is going thru housing crisis...shame it is called first world country. Indians can help you in a big way to sort your healthcare woes. YES INDIA AND ONLY INDIA OR TO SOME EXTENT PHILLIPINES CAN PROVIDE YOU ENGLISH EDUCATED LAW ABIDING MAN POWER.
Identity Attack0.18468912
Insult0.082866095
Profanity0.024267852
Threat0.007974415
Severe Toxicity0.0062179565
Low Tox 0.20312156 Constructive 0.709
Oct 2, 2025 IRCC Names India in Study …
The biggest mistake of these Diploma Mill schools was that they allowed tuition refund which was grossly abused by these people from Punjab
The biggest mistake of these Diploma Mill schools was that they allowed tuition refund which was grossly abused by these people from Punjab
Identity Attack0.17536941
Insult0.113185234
Profanity0.056441884
Threat0.01052473
Severe Toxicity0.0075531006
Low Tox 0.2028889 Low Con 0.259 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, …
This is just scratching the surface. The crime these people bring to Canada wasn’t even touched. Ontario used to be safe for the most part. In the last 10 years it has turned into, burglary, home invasion, auto theft, gun violence, shootings central. When perpetrators of these crimes are caught. It’s no surprise where they are from. There is tons of illegal, fake colleges. Bringing hundreds of people in a year. The Canadian government is only now catching onto it barely but the damage is done. They exploited the system in overstay their visa, then claim permanent residency. These people are disrespectful, dirty, and ungrateful. They do not Do not assimilate to Canadian lifestyle. They throw trash into our rivers in parks, turning it into where they came from. What is happening in Canada is much similar to Minnesota just with different types of government scams. You barely scratched the surface. Come back and interview real Canadiens.
Identity Attack0.09328204
Insult0.10148193
Profanity0.019895468
Threat0.03235042
Severe Toxicity0.0065994263
Low Tox 0.2028889 Constructive 0.557 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
How about fire n replace dmv instructors for passing these people. Revoke licenses
How about fire n replace dmv instructors for passing these people. Revoke licenses
Identity Attack0.008213525
Insult0.030375287
Profanity0.017845914
Threat0.2836219
Severe Toxicity0.010528564
Low Tox 0.2028889 Low Con 0.17 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
Bro I'm Punjabi and I'm born in Brampton. Many people in my generation are integrated and we do more "Canadian" things that "Punjabi" things. People scapegoat Brampton and immigrants for the government failing to build …
Bro I'm Punjabi and I'm born in Brampton. Many people in my generation are integrated and we do more "Canadian" things that "Punjabi" things. People scapegoat Brampton and immigrants for the government failing to build and honour housing or infrastructure for the last 30 years. Of course there needs to be reforms on immigration but for the everyday person It’s way easier to blame a random brown guy for high rent than to admit the system is, and has been, broken by design. People have been moving, trading, and mixing for thousands of years.
Identity Attack0.21668483
Insult0.076819435
Profanity0.036401358
Threat0.009074804
Severe Toxicity0.005569458
Low Tox 0.2028889 Constructive 0.804
Jan 27, 2026 Inside Canada's Indian Invasion...
Im in Canada an I went Brampton and at one bustop their was like 80 indians and like two white people
Im in Canada an I went Brampton and at one bustop their was like 80 indians and like two white people
Identity Attack0.27701542
Insult0.03768798
Profanity0.057944927
Threat0.01119791
Severe Toxicity0.006752014
Low Tox 0.2028889 Moderate Con 0.424 Fear_Threat
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
What about America, the mid-sized city I live in they show up in groups, along with people from south America, and middle eastern countries. I'm getting so sick of hearing Spanish and other languages constantly …
What about America, the mid-sized city I live in they show up in groups, along with people from south America, and middle eastern countries. I'm getting so sick of hearing Spanish and other languages constantly when I'm at the stores. It never used to be like that.
Identity Attack0.20680901
Insult0.06669625
Profanity0.054437835
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.20265625 Constructive 0.63 Fear_Threat
Feb 20, 2026 2 likes Inside Canada's Indian Invasion...
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and …
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and religion back home yet its not possible...The future is Eastern regardless of land and country
Identity Attack0.26494437
Insult0.043250903
Profanity0.045419596
Threat0.009722093
Severe Toxicity0.00831604
Low Tox 0.20265625 Low Con 0.296 Identity_Assertion
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost …
Some have abused our good will. Liberals have made it better for corporations to hire immigrants as they only have to pay a portion and liberals forcing taxpayers to pay the rest for the cost up to 17-20$ an hr!!!! We have to bring like before people who contribute to society and can stand on two feet but we have too many munchers and now under liberals 14 years of power we have the rich who avoid taxes the poor who can’t afford taxes and the nee middle class who pays all the taxes to pay for the rest. Welcome to Canada under liberals alone.
Identity Attack0.06613251
Insult0.12159709
Profanity0.028093686
Threat0.008919456
Severe Toxicity0.0048828125
Low Tox 0.20219094 Moderate Con 0.492
Nov 19, 2025 18 likes Quebec Ends Economic Immigration Program …
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in …
My town got the invasion in the past couple of years, 90% of my business is now done with Indians. Tim's, fast food, deliveries, Walmart, CDN Tire, etc. Young people can't get a start in the job market because the govt subsidizes their wages with our taxes.
Identity Attack0.25986546
Insult0.054376744
Profanity0.016821137
Threat0.00704232
Severe Toxicity0.005264282
Low Tox 0.20219094 Constructive 0.604 Economic_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Bro, other people don't change their dialect to speak to you so don't do it every time you start speaking to someone with an accent, omg
Bro, other people don't change their dialect to speak to you so don't do it every time you start speaking to someone with an accent, omg
Identity Attack0.013345404
Insult0.06652143
Profanity0.06195303
Threat0.0069905366
Severe Toxicity0.0049209595
Low Tox 0.20195828 Moderate Con 0.323 Meta_Commentary
Feb 11, 2026 1 likes Inside Canada's Indian Invasion...
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give …
It’s sad being a born Canadian and watching the land I love turn into an income battleground. Nobody wants to hire someone with the thought of training. They want people with experience but won’t give the experience to those who lived here and need it. They’d rather hire someone from somewhere else that has experience and then fails to follow through as the born and raised person given the opportunity would. The amount I’ve seen white people fight to work and work fighting to keep their job burning themselves out when they’re easily replaceable by someone for a fraction of the cost and needing 3 people in their place since most immigrants are extremely lazy, especially after getting the pr. I’ve watched so many eastern Indians start to work full time. Hardly do anything until they get their card then drop off the map of actual work being done only to move to Ontario. Meanwhile I apply to countless jobs and don’t get one call back in 2 years with experience. Don’t even get me started on housing..
Identity Attack0.21668483
Insult0.06652143
Profanity0.025770858
Threat0.0083886795
Severe Toxicity0.0051498413
Low Tox 0.20195828 Constructive 0.643 Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
3 days ago I was at emergency waiting room in south Calgary, 95% of the people in there were east Indian
3 days ago I was at emergency waiting room in south Calgary, 95% of the people in there were east Indian
Identity Attack0.26325142
Insult0.056719027
Profanity0.039407436
Threat0.008440462
Severe Toxicity0.0073623657
Low Tox 0.20195828 Moderate Con 0.462
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let …
Omg Bravo to that first woman!! We have to do something Canada!! The young lady that spoke brought me tears. How can the young people have families??? They can't afford to look after themselves let alone a family. So so sad and scary. Omg, so many good points!! Canadians we have to stand up and say something!!! Trudeau ruined this country and now Carney is going to make it much worse!!!
Identity Attack0.033784978
Insult0.10440776
Profanity0.0127561875
Threat0.0103175985
Severe Toxicity0.0033569336
Low Tox 0.20195828 Constructive 0.723 Economic_Argument
Aug 27, 2025 Why Canadians Are Turning Against …
The great mindset of western people....it's 2026 and here are people on this Earth still talking about white and black
The great mindset of western people....it's 2026 and here are people on this Earth still talking about white and black
Identity Attack0.2308735
Insult0.04207976
Profanity0.035148825
Threat0.00967031
Severe Toxicity0.0064468384
Low Tox 0.20195828 Low Con 0.264 Moral_Argument
Feb 17, 2026 Inside Canada's Indian Invasion...
Wow such nice and warm people (sarcasm for those that can't pick it up).....If they don't like India why don't they make India better....
Wow such nice and warm people (sarcasm for those that can't pick it up).....If they don't like India why don't they make India better....
Identity Attack0.17459276
Insult0.06372428
Profanity0.02392626
Threat0.008556974
Severe Toxicity0.0049972534
Low Tox 0.20172562 Low Con 0.299 Humor_Satire
Oct 15, 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.