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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: "I don't get it. If …" 2,660 comments · Page 78 of 107
Nothing that is what they should get NOT A DAME THING
Nothing that is what they should get NOT A DAME THING
Identity Attack0.0071035884
Insult0.029604018
Profanity0.078378424
Threat0.010472948
Severe Toxicity0.0043296814
Low Tox 0.11388343 Low Con 0.206
Mar 14, 2019 How much do refugees and …
Are federal governments going into communism pretty much they want to crash the labor market to make a lot of money so the rich get richer and the poor get poorer
Are federal governments going into communism pretty much they want to crash the labor market to make a lot of money so the rich get richer and the poor get poorer
Identity Attack0.05612817
Insult0.034782536
Profanity0.02023706
Threat0.009722093
Severe Toxicity0.0030326843
Low Tox 0.11388343 Low Con 0.229 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
As a Canadian, this is all right, its hard for us to get jobs here you know why? They ask you if you speak punjabj, which alot of us DONT, please stop hoarding our country.
Identity Attack0.055673428
Insult0.045593183
Profanity0.015215653
Threat0.0066733654
Severe Toxicity0.0023651123
Low Tox 0.11388343 Constructive 0.668 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 …
7:27 I read that article fully and it also said: “While nearly half of those surveyed said they felt quality of life in Canada’s fastest-growing big city had decreased in the past three years, 79 per cent of residents rated quality of life in Brampton as good or very good.” So the quality of life decrease is minimal and the article cites public safety, crime, and affordability of housing as concerns, but doesn’t specify Indian immigration as being the reason nor the racist implications that Tyler is trying to get at.. This is a classic correlation doesn’t mean causation example. If you read further into that article, people generally say that the quality of life is overall better compared to their survey in 2019. Straight up, Tyler here is cherry-picking data as a means of pushing the right wing narrative that Indians are bad and fueling hatred for them when the real reason is lack of better reform or change from the Canadian govt and Canadas corporations. Not that different from the US tbh.
Identity Attack0.1015541
Insult0.03827355
Profanity0.01402008
Threat0.0072235605
Severe Toxicity0.002670288
Low Tox 0.11378009 Constructive 0.673
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then …
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then apply as refugees. How about the 35,000 'students' who want to overstay their visas.
Identity Attack0.06431354
Insult0.047349896
Profanity0.011765569
Threat0.006809296
Severe Toxicity0.0021457672
Low Tox 0.11378009 Constructive 0.532 Policy_Critique
Feb 25, 2026 'We do know that there's …
Lets hope they aren't getting cdls there too. Durka durka durka durka durka durka durka
Lets hope they aren't getting cdls there too. Durka durka durka durka durka durka durka
Identity Attack0.0076585566
Insult0.036435258
Profanity0.04291453
Threat0.012337137
Severe Toxicity0.0044059753
Low Tox 0.11378009 Low Con 0.167 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
Identity Attack0.073429056
Insult0.046764325
Profanity0.011184863
Threat0.006427396
Severe Toxicity0.0017929077
Low Tox 0.11378009 Constructive 0.504
Sep 28, 2025 IRCC Names India in Study …
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
its Sad all our Plees will land on Deaf Ears, and it will only get worse, get use to it. Say good bye to the Canada you knew.
Identity Attack0.031464707
Insult0.05262003
Profanity0.0166845
Threat0.0113014765
Severe Toxicity0.0032615662
Low Tox 0.11378009 Low Con 0.294
Aug 26, 2025 Why Canadians Are Turning Against …
Our government is the problem, they let this happen. Sorry they made this happen. Assimilate or get out. We the north strong and FREE. What happen to that
Our government is the problem, they let this happen. Sorry they made this happen. Assimilate or get out. We the north strong and FREE. What happen to that
Identity Attack0.020681098
Insult0.03588435
Profanity0.018734055
Threat0.008065036
Severe Toxicity0.0025177002
Low Tox 0.11367676 Low Con 0.297 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Majority number of these people are working under the table getting paid CASH.. at the same time they’re getting their welfare Checky and stealing the jobs that real Canadian citizens could have.. this is the …
Majority number of these people are working under the table getting paid CASH.. at the same time they’re getting their welfare Checky and stealing the jobs that real Canadian citizens could have.. this is the reason you see most of these people working at gas stations, factories, and fast food restaurants.. they’re sharing apartments with 15-20 people and THIS IS REAL BAD FOR REAL CANADIANS.
Identity Attack0.0440973
Insult0.056133457
Profanity0.012141321
Threat0.0070164283
Severe Toxicity0.0025367737
Low Tox 0.11367676 Moderate Con 0.471 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not …
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not enough. So we have to feed them for 5-10 years before they contribute? I WANT PAID VACATION IN HAWAII TOO WITH EVERYTHING INCLUDED. Why am I not getting it? I've never spent 1.5 years not working and I'm 38 years old. WTH
Identity Attack0.049989145
Insult0.033680726
Profanity0.069969244
Threat0.0068999166
Severe Toxicity0.0038146973
Low Tox 0.11357342 Constructive 0.73 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
come on dude you can day dream about lot of stuff and this is pretty outrageous. get out of your comfort zone and travel little bit out side norther hemisphere ..
come on dude you can day dream about lot of stuff and this is pretty outrageous. get out of your comfort zone and travel little bit out side norther hemisphere ..
Identity Attack0.008583503
Insult0.045007613
Profanity0.024609445
Threat0.007857903
Severe Toxicity0.0023937225
Low Tox 0.11357342 Moderate Con 0.399 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of …
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of giving it to the refugees and asylum seekers who get more money than our Seniors or youth
Identity Attack0.10221587
Insult0.03158728
Profanity0.010211324
Threat0.007365964
Severe Toxicity0.0032997131
Low Tox 0.11347008 Constructive 0.55
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Where I'm from, we have a decent size Indian population. But we get a lot of the tech guys or doctors and stuff. They're nice for the most part, but some act like they're better …
Where I'm from, we have a decent size Indian population. But we get a lot of the tech guys or doctors and stuff. They're nice for the most part, but some act like they're better than everybody. I think it's possibly remnants of living with a caste system, even though it was supposedly banned I think it's still a big part of their culture.
Identity Attack0.10815793
Insult0.030595649
Profanity0.050429728
Threat0.009307829
Severe Toxicity0.0045204163
Low Tox 0.11336674 Constructive 0.67 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Ban accepting foreign students and allow Canadian citizens to get an education.
Ban accepting foreign students and allow Canadian citizens to get an education.
Identity Attack0.10221587
Insult0.02373764
Profanity0.010518758
Threat0.008323951
Severe Toxicity0.002632141
Low Tox 0.11336674 Low Con 0.158 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
I know a lot of asylum seekers & rejected ones who are legally working. This guy will try anything just to get elected. Sad
I know a lot of asylum seekers & rejected ones who are legally working. This guy will try anything just to get elected. Sad
Identity Attack0.01555616
Insult0.061626412
Profanity0.011560614
Threat0.0067316215
Severe Toxicity0.0014686584
Low Tox 0.113263406 Constructive 0.536 Personal_Narrative
Feb 28, 2026 1 likes 'We do know that there's …
All Political Parties - NDP and Liberals Supported them. No Extention, they Claim Refugee Status - get 2 Year Open Work Permit and Get everything Free. Stop Refugee Claimant Process. Why Govt can not stop …
All Political Parties - NDP and Liberals Supported them. No Extention, they Claim Refugee Status - get 2 Year Open Work Permit and Get everything Free. Stop Refugee Claimant Process. Why Govt can not stop the refugee claims for these Students? Stop Refugee Claim Process. A Criminal Nijar whose PR was Denied 3 times was running a Business in Canada.
Identity Attack0.025002124
Insult0.06442356
Profanity0.01261955
Threat0.0069516995
Severe Toxicity0.0020313263
Low Tox 0.113263406 Moderate Con 0.492 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
Most Indians get to Canada,but when well established move to the USA . Inidians move to Florida,Georgia and Texas .
Most Indians get to Canada,but when well established move to the USA . Inidians move to Florida,Georgia and Texas .
Identity Attack0.1444726
Insult0.025026767
Profanity0.017845914
Threat0.0070552654
Severe Toxicity0.0030899048
Low Tox 0.113263406 Moderate Con 0.38
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
Identity Attack0.0038477771
Insult0.053205602
Profanity0.080318145
Threat0.0070552654
Severe Toxicity0.0028038025
Low Tox 0.11316007 Constructive 0.552 Economic_Argument
Nov 10, 2025 How much do refugees and …
That's what you get when you go around colonizing other countries.
That's what you get when you go around colonizing other countries.
Identity Attack0.05089863
Insult0.028722567
Profanity0.01627459
Threat0.008466354
Severe Toxicity0.002822876
Low Tox 0.11316007 Low Con 0.165
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who …
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who can truly contribute to this country. I am an IT student, and I worked hard to clear $120K in debt through Scotiabank. I could have taken a loan in my home country, but I chose to work here because Canada gave me everything my own country could not. I am deeply grateful for that. But when I see people from my own community walking around in flip-flops, unable to speak even one word of English, it breaks me inside. My city—Brampton—has been completely taken over, and it’s becoming harder to even drive there now. I believe Canada needs to come together and put an end to this. Enough is enough. Immigration should be about quality, not quantity.
Identity Attack0.08583717
Insult0.03710241
Profanity0.022013342
Threat0.008039144
Severe Toxicity0.0037002563
Low Tox 0.11305673 Constructive 0.764 Personal_Narrative
Sep 30, 2025 173 likes IRCC Names India in Study …
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
dude on the bike is trying to attempt to speedrun the US citizenship test. Give this man a burger and get him over here immediately
Identity Attack0.011247349
Insult0.034782536
Profanity0.016889455
Threat0.023889944
Severe Toxicity0.0029182434
Low Tox 0.112953395 Low Con 0.253 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Another illegal way of coming is tourist visas. Some bribe canadian embassy staff in their home country and get the tourist visa.
Another illegal way of coming is tourist visas. Some bribe canadian embassy staff in their home country and get the tourist visa.
Identity Attack0.05976611
Insult0.039444692
Profanity0.013302735
Threat0.0069646453
Severe Toxicity0.002117157
Low Tox 0.112850055 Moderate Con 0.304 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more …
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more immigrants in such program when even thousands of locals were and are struggling to find jobs? For the last 6 years I made a career in Private security ; I became an officer Liutenant at least I tried ; but now a days I don’t even have a job in security anymore ; too many immigrants applying for the same job / and frankly they do not care if the remuneration is only 21$ an hour / so officers can’t afford to work for less than 27$ ; because they have 6 years experience and more : it’s logical / however , comes an Arabic guy ; who quit the job he came here to do under the program , now he is looking for his first job out here in the real market ( does 80 hours training to get a BSP ) the guy had a college degree or university on something else ; and magically he becomes an officer with no experience for $24 dollars an hour And any security company accepts him 🤷‍♂️ Conclusion : true experienced security professionals officers who built their careers from the bottom all the way up Don’t have a job anymore Remember , officers aren’t unionized 🤷‍♂️
Identity Attack0.0775651
Insult0.04032305
Profanity0.016172111
Threat0.006861079
Severe Toxicity0.0030136108
Low Tox 0.112850055 Constructive 0.794
Dec 10, 2025 Quebec Ends Economic Immigration Program …
“All animals are equal, but some are more equal than others” Is the type of stuff I’m getting from this video
“All animals are equal, but some are more equal than others” Is the type of stuff I’m getting from this video
Identity Attack0.024198212
Insult0.028061481
Profanity0.031391226
Threat0.008764107
Severe Toxicity0.0045204163
Low Tox 0.112850055 Moderate Con 0.36 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...

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.