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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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "There should be a country …" 3,912 comments · Page 121 of 157
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Identity Attack0.10221587
Insult0.02708937
Profanity0.011423977
Threat0.006738094
Severe Toxicity0.0025749207
Low Tox 0.11367676 Moderate Con 0.308 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
This is the country that applauded an elderly ex SS soldier for his heroism 😂
This is the country that applauded an elderly ex SS soldier for his heroism 😂
Identity Attack0.018269362
Insult0.030595649
Profanity0.026317406
Threat0.009851551
Severe Toxicity0.0042915344
Low Tox 0.11367676 Low Con 0.175 Humor_Satire
Feb 6, 2026 Inside Canada's Indian Invasion...
Im 'Canadian', I now don't recognize my country.
Im 'Canadian', I now don't recognize my country.
Identity Attack0.10221587
Insult0.0233509
Profanity0.013678487
Threat0.0066215824
Severe Toxicity0.0025367737
Low Tox 0.11367676 Moderate Con 0.349 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Greatest country on earth...I hope your not talking about America.
Greatest country on earth...I hope your not talking about America.
Identity Attack0.068465814
Insult0.029604018
Profanity0.016001316
Threat0.007637825
Severe Toxicity0.0024414062
Low Tox 0.11367676 Moderate Con 0.371 Comparative_Framing
Feb 9, 2026 Inside Canada's Indian Invasion...
When the prime minister asserts that “pragmatism” directs Canada to enter into trade deals and security arrangements with other countries, regardless of their abysmal human rights records, antithetical political ideology, history of infiltration and subversion, …
When the prime minister asserts that “pragmatism” directs Canada to enter into trade deals and security arrangements with other countries, regardless of their abysmal human rights records, antithetical political ideology, history of infiltration and subversion, and predatory and punitive trade practices, accepting - if not welcoming - into Canada those whose values, beliefs and practices are hostile to our own and thus socially destabilizing is a natural adjunct. Immorality is the defining characteristic of Mark Carney and his government.
Identity Attack0.015857628
Insult0.06921569
Profanity0.014703264
Threat0.007249452
Severe Toxicity0.0022029877
Low Tox 0.11367676 Moderate Con 0.358 Moral_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
There are good people bad people in every culture race country. Generalization is not the answer. Don't let rich people divide you.
There are good people bad people in every culture race country. Generalization is not the answer. Don't let rich people divide you.
Identity Attack0.08004672
Insult0.032468732
Profanity0.017982552
Threat0.006912862
Severe Toxicity0.0024795532
Low Tox 0.11367676 Constructive 0.502 Moral_Argument
Sep 19, 2025 101 likes Inside Canada's Indian Metropolis (Brampton)
Indian American here, who spent nearly every summer in Canada growing up (and writing from Canada right now). Not all Indians are created equal, just like any other country. Plus, many are poor and just …
Indian American here, who spent nearly every summer in Canada growing up (and writing from Canada right now). Not all Indians are created equal, just like any other country. Plus, many are poor and just like any other country, social class matters. Canada needs to be way more selective for some time. I love both cultures so it's important that Indian culture doesn't over-run Canadian culture.
Identity Attack0.1294935
Insult0.029273475
Profanity0.013166099
Threat0.0064015044
Severe Toxicity0.0023269653
Low Tox 0.11357342 Constructive 0.843 Policy_Critique
Sep 19, 2025 21 likes Inside Canada's Indian Metropolis (Brampton)
If they don't want to assimilate and follow the countries customs/laws then they shouldn't be allowed in, goes for any country in the world.
If they don't want to assimilate and follow the countries customs/laws then they shouldn't be allowed in, goes for any country in the world.
Identity Attack0.08170113
Insult0.024768941
Profanity0.01535229
Threat0.009981008
Severe Toxicity0.00333786
Low Tox 0.11357342 Moderate Con 0.361 Policy_Critique
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
11:10 I think many might go back because the wealth they could bring back would be substantial to boon their new country
11:10 I think many might go back because the wealth they could bring back would be substantial to boon their new country
Identity Attack0.047706615
Insult0.024640027
Profanity0.030639706
Threat0.011353259
Severe Toxicity0.0038719177
Low Tox 0.11347008 Moderate Con 0.318 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Can we send them back and save the Country
Can we send them back and save the Country
Identity Attack0.04512853
Insult0.028502205
Profanity0.01620627
Threat0.013528148
Severe Toxicity0.004463196
Low Tox 0.11347008 Low Con 0.277 Call_To_Action
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
One comes with diploma and then they buy a house and ten people move in illegally. It makes for noise neighbors and wear and tear on the infrastructure of the country.
One comes with diploma and then they buy a house and ten people move in illegally. It makes for noise neighbors and wear and tear on the infrastructure of the country.
Identity Attack0.029144434
Insult0.035443626
Profanity0.014361672
Threat0.012647836
Severe Toxicity0.00333786
Low Tox 0.11347008 Moderate Con 0.441
Jun 18, 2025 22 likes How Canada broke its immigration …
I agree with you to the extent of your understanding of Canadian culture. However, immigrants to Canada should be aware that the First Nations and indigenous people of Canada often have to seek a better …
I agree with you to the extent of your understanding of Canadian culture. However, immigrants to Canada should be aware that the First Nations and indigenous people of Canada often have to seek a better life in other countries because colonizers and their descendants show no regard for treaty rights and have disenfranchised First Nations. The government hides the facts about the plight of indigenous Canadians and lie to Canadian immigrants and citizens, always to divide and conquer. Immigrants often don't realize that most indigenous Canadians are living in worse conditions than what the immigrants themselves came from, and few live as comfortably as white Canadians. When white people talk about how hard they have it because of immigrants, they should think about what First Nations have to deal with everyday because of them. Why is there a French-speaking province and not a Cree or Anishnabe speaking province?
Identity Attack0.083355546
Insult0.05964688
Profanity0.014122557
Threat0.007521313
Severe Toxicity0.0029754639
Low Tox 0.11336674 Constructive 0.77
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
But what you are saying makes sense. Immigrants needs to know when they go into people country to live they need to comply to basic rules the least
But what you are saying makes sense. Immigrants needs to know when they go into people country to live they need to comply to basic rules the least
Identity Attack0.10757765
Insult0.028612386
Profanity0.014771583
Threat0.0074048014
Severe Toxicity0.002670288
Low Tox 0.11336674 Moderate Con 0.441
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
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...
This is a collective effort by the GLOBALISTS to flood all western countries that stand for freedom with immigrations to change the fabric and the constitution.
This is a collective effort by the GLOBALISTS to flood all western countries that stand for freedom with immigrations to change the fabric and the constitution.
Identity Attack0.062039822
Insult0.031146556
Profanity0.015967157
Threat0.010757755
Severe Toxicity0.0034332275
Low Tox 0.11336674 Low Con 0.183
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
How many are here undocumented...a couple of million ? We need to clean up the mess that Trudeau left this country in.
How many are here undocumented...a couple of million ? We need to clean up the mess that Trudeau left this country in.
Identity Attack0.015053716
Insult0.06407392
Profanity0.011509376
Threat0.007909686
Severe Toxicity0.0022888184
Low Tox 0.11336674 Moderate Con 0.381
Dec 25, 2025 1 likes Deportations From Canada at Their …
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...
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...
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)
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...
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...
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
New Zealand turning into India it's because the country India is becoming an economic power house and countries and doing deals with India and part of the deal is mass indian immigration into that country
Identity Attack0.10815793
Insult0.025155678
Profanity0.023106437
Threat0.008336896
Severe Toxicity0.003643036
Low Tox 0.11316007 Low Con 0.3 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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)
This person is naming and shaming India and hoping that her conservative voters will be happy. India is quite a huge country; the numbers are going to be high. it is not prudent for politicians …
This person is naming and shaming India and hoping that her conservative voters will be happy. India is quite a huge country; the numbers are going to be high. it is not prudent for politicians to do this PR stunt that will have long term consequences.
Identity Attack0.030949092
Insult0.04910661
Profanity0.019553876
Threat0.009799767
Severe Toxicity0.002412796
Low Tox 0.11316007 Moderate Con 0.422 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
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 …

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.