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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

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.

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Active: "🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣Canada." 6,088 comments · Page 167 of 244
Its was nice country when we landed in 2008 now most students doesnt even know english with IELTS 8 and they talk in pure Punjabi They are basically farmers and sold their land and did …
Its was nice country when we landed in 2008 now most students doesnt even know english with IELTS 8 and they talk in pure Punjabi They are basically farmers and sold their land and did make false and fake credentials.I can challenge if fhey are taken IELTS here in Canada their score would be 2 Alhamdulillah we came from a Cosmopolitan citt on POINTS and worked hard in Middle East in Medical facilities.
Identity Attack0.036105253
Insult0.0623257
Profanity0.0137468055
Threat0.006168481
Severe Toxicity0.0021076202
Low Tox 0.11336674 Constructive 0.659 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
European are all immigrants in Canada
European are all immigrants in Canada
Identity Attack0.10235514
Insult0.0279513
Profanity0.02071529
Threat0.0066668927
Severe Toxicity0.00333786
Low Tox 0.11336674 Low Con 0.216
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton is a window into the dystopian future that awaits the rest of Canada. Canada is losing its heritage and its original settler population which makes Canada what it is. People aren't interchangeable units who …
Brampton is a window into the dystopian future that awaits the rest of Canada. Canada is losing its heritage and its original settler population which makes Canada what it is. People aren't interchangeable units who can be shifted around without anything changing; Brampton being full of gurdwaras and hindu temples should make that pretty obvious.
Identity Attack0.094936445
Insult0.037980765
Profanity0.01174849
Threat0.0065568537
Severe Toxicity0.0023651123
Low Tox 0.11336674 Moderate Con 0.428 Identity_Assertion
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada went full s#icidal since 2015. It was broken systematically by the liberals.
Canada went full s#icidal since 2015. It was broken systematically by the liberals.
Identity Attack0.042292643
Insult0.05964688
Profanity0.015830519
Threat0.0076766624
Severe Toxicity0.0020694733
Low Tox 0.11336674 Low Con 0.193
Jun 19, 2025 1 likes How Canada broke its immigration …
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)
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 …
The statue, the signs, the chanting look and sound so foreign. Canada has become unrecognizable.
The statue, the signs, the chanting look and sound so foreign. Canada has become unrecognizable.
Identity Attack0.06476828
Insult0.04910661
Profanity0.011048226
Threat0.0065115434
Severe Toxicity0.0021076202
Low Tox 0.113263406 Low Con 0.203 Identity_Assertion
Jan 1, 2026 Inside Canada's Indian Metropolis (Brampton)
We need to stop the fake documents coming to canada in india you can buy any documents you want the numbers are way out of wack its happening in most countries
We need to stop the fake documents coming to canada in india you can buy any documents you want the numbers are way out of wack its happening in most countries
Identity Attack0.04822223
Insult0.047935467
Profanity0.021056883
Threat0.0069646453
Severe Toxicity0.002117157
Low Tox 0.113263406 Moderate Con 0.314 Policy_Critique
Feb 22, 2026 Inside Canada's Indian Invasion...
Im an immigrant from Colombia living in Canada. I moved here because I legit wanted to study this program I was interested in and improve my English. After finishing my studies a tech company hired …
Im an immigrant from Colombia living in Canada. I moved here because I legit wanted to study this program I was interested in and improve my English. After finishing my studies a tech company hired me and I've been working here for over 4 years. I am shocked at some of the things I've seen, the corruption, the lack of law enforcement, the scams, all the sketchy things that happen within certain immigrant demographics. No one's looking into it, journalists, the government, no one does anything about it. I'm not anti immigration because im one myself but I do think there needs to be more strict regulation and the government needs to look into the scams that are going on in this country.
Identity Attack0.06431354
Insult0.053791173
Profanity0.02433617
Threat0.0077154995
Severe Toxicity0.0030517578
Low Tox 0.113263406 Constructive 0.84 Personal_Narrative
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
India will take canada and usa becouse population
India will take canada and usa becouse population
Identity Attack0.10221587
Insult0.023221988
Profanity0.023721304
Threat0.014738814
Severe Toxicity0.004425049
Low Tox 0.113263406 Low Con 0.115 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
It’s not Canada anymore our country got ruined from COVID shut downs then it was up for grabs
It’s not Canada anymore our country got ruined from COVID shut downs then it was up for grabs
Identity Attack0.016862517
Insult0.055547886
Profanity0.0166845
Threat0.008440462
Severe Toxicity0.0024986267
Low Tox 0.11316007 Low Con 0.28 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I saw it first hand in my workplace. A major delivery company (not Amazon). Used to be mostly Canadians, until about 2 years ago. The majority are now young Indian guys who speak their own …
I saw it first hand in my workplace. A major delivery company (not Amazon). Used to be mostly Canadians, until about 2 years ago. The majority are now young Indian guys who speak their own language amongst themselves. Even the new manager speaks Hindi. Work conditions have worsened because these people are willing to do much more for low wages. They drive erratically and treat the country like their playground to make money. This is the future of Canada.
Identity Attack0.09576365
Insult0.04032305
Profanity0.011628932
Threat0.006427396
Severe Toxicity0.0023555756
Low Tox 0.11316007 Constructive 0.654
Sep 22, 2025 1,585 likes Inside Canada's Indian Metropolis (Brampton)
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate …
This is not immigration problem,this is dictatorship problem ,arrest job problem,those people do not PHD degree,they work at the top level,educated people work as cleaner ,Canada should focus on the merit base program,to remove illiterate people,Canada is place of educated people especially into government institutions which be police department,which be army department,which be intelligent department,parliament members should focus on merit base and democracy.
Identity Attack0.03636306
Insult0.0638991
Profanity0.011406898
Threat0.008155655
Severe Toxicity0.002708435
Low Tox 0.11316007 Moderate Con 0.383 Policy_Critique
Sep 28, 2025 IRCC Names India in Study …
Stand up for your country unless your Canada ... 6 kids per woman, they will take over, itz about votes, right ?
Stand up for your country unless your Canada ... 6 kids per woman, they will take over, itz about votes, right ?
Identity Attack0.07177465
Insult0.028832749
Profanity0.012107162
Threat0.009903334
Severe Toxicity0.0025177002
Low Tox 0.11316007 Low Con 0.241 Fear_Threat
Feb 3, 2026 Inside Canada's Indian Invasion...
I wonder what these people think of Canadian men enjoying the beach in just shorts. Oh the humanity!!! Yep. Canada has changed. No longer can people do what they do. IN CANADA!
I wonder what these people think of Canadian men enjoying the beach in just shorts. Oh the humanity!!! Yep. Canada has changed. No longer can people do what they do. IN CANADA!
Identity Attack0.07921951
Insult0.033239998
Profanity0.012277958
Threat0.007145886
Severe Toxicity0.0032234192
Low Tox 0.11305673 Moderate Con 0.327
Dec 31, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
She's just gonna work in a store than she doesn't belong in Canada. Only the highly skilled should be allowed to immigrate into Canada.
She's just gonna work in a store than she doesn't belong in Canada. Only the highly skilled should be allowed to immigrate into Canada.
Identity Attack0.062039822
Insult0.030926194
Profanity0.011646013
Threat0.007327127
Severe Toxicity0.002336502
Low Tox 0.11305673 Moderate Con 0.357 Policy_Critique
Feb 11, 2026 2 likes Canada's tighter immigration policy divides …
I live in a medium size city in Canada I’m not gonna say the name of it, but it has in between 100,000 and 400,000 people but where I live it seems to be 30% …
I live in a medium size city in Canada I’m not gonna say the name of it, but it has in between 100,000 and 400,000 people but where I live it seems to be 30% Indian immigrants and I am not racist one bit but it it seems to be more immigrants, then are actual people that lived here before and it just seems to be like the city. I’m living is changing so fast. And it seems like it’s doubling every year I think it’s projected to be a million people by 2050 and less the 300 thousand people live here so
Identity Attack0.10221587
Insult0.034011267
Profanity0.033144772
Threat0.008039144
Severe Toxicity0.0044059753
Low Tox 0.11305673 Constructive 0.604 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
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 …
160 years after America fought a war to end it Canada re understands that slavery is bad
160 years after America fought a war to end it Canada re understands that slavery is bad
Identity Attack0.05976611
Insult0.030595649
Profanity0.016957775
Threat0.009722093
Severe Toxicity0.0033950806
Low Tox 0.11305673 Moderate Con 0.315
Dec 24, 2025 1 likes Deportations From Canada at Their …
Indian in Canada❌ Panjabi's in Canada✅😂
Indian in Canada❌ Panjabi's in Canada✅😂
Identity Attack0.10221587
Insult0.046178754
Profanity0.026863953
Threat0.0076766624
Severe Toxicity0.006942749
Low Tox 0.11305673 Low Con 0.299 Identity_Assertion
Feb 25, 2026 3 likes Inside Canada's Indian Invasion...
Canada is multicultural. We don't do assimilation. Jesus Christ.
Canada is multicultural. We don't do assimilation. Jesus Christ.
Identity Attack0.10221587
Insult0.024768941
Profanity0.016616182
Threat0.0062849927
Severe Toxicity0.003414154
Low Tox 0.11305673 Moderate Con 0.321 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
A coordinated attack on all Western Civilization not just Canada.
A coordinated attack on all Western Civilization not just Canada.
Identity Attack0.04667538
Insult0.019547975
Profanity0.012995303
Threat0.08703069
Severe Toxicity0.004272461
Low Tox 0.11305673 Low Con 0.161 Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
It’s too late you could just erase Canada from the map and write India 2.0 and it would be more accurate
It’s too late you could just erase Canada from the map and write India 2.0 and it would be more accurate
Identity Attack0.09080041
Insult0.028392024
Profanity0.014839902
Threat0.02855184
Severe Toxicity0.0060272217
Low Tox 0.112953395 Low Con 0.131 Fear_Threat
Mar 1, 2026 2 likes Inside Canada's Indian Invasion...
Canada identifies as Canindia now.
Canada identifies as Canindia now.
Identity Attack0.089973204
Insult0.047935467
Profanity0.019690514
Threat0.007262398
Severe Toxicity0.004119873
Low Tox 0.112953395 Low Con 0.182 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada is the new Canindia
Canada is the new Canindia
Identity Attack0.07177465
Insult0.037980765
Profanity0.027683776
Threat0.008155655
Severe Toxicity0.004386902
Low Tox 0.112953395 Low Con 0.258 Humor_Satire
Feb 22, 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.