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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: "As a Canadian and an …" 3,707 comments · Page 102 of 149
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 …
Native Canadians 😂
Native Canadians 😂
Identity Attack0.10221587
Insult0.029934563
Profanity0.020578653
Threat0.0068028234
Severe Toxicity0.0040245056
Low Tox 0.11336674 Moderate Con 0.357 Humor_Satire
Feb 7, 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 …
And who caused this mess? So tired of this govenment propaganda and Canadian media a whole.
And who caused this mess? So tired of this govenment propaganda and Canadian media a whole.
Identity Attack0.033527173
Insult0.06285016
Profanity0.014532468
Threat0.006874025
Severe Toxicity0.00207901
Low Tox 0.11336674 Low Con 0.246
Dec 30, 2025 1 likes Deportations From Canada at Their …
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 …
The Canadian Immigration System is broken....
The Canadian Immigration System is broken....
Identity Attack0.068465814
Insult0.031036375
Profanity0.012482914
Threat0.0067316215
Severe Toxicity0.0023269653
Low Tox 0.113263406 Low Con 0.237 Policy_Critique
Jan 15, 2026 50 likes 2.9 million Canadian temporary visas …
If Canadians want to pay higher taxes, go ahead and let more immigrants in.
If Canadians want to pay higher taxes, go ahead and let more immigrants in.
Identity Attack0.1015541
Insult0.02708937
Profanity0.012107162
Threat0.0077802283
Severe Toxicity0.0027275085
Low Tox 0.113263406 Moderate Con 0.315 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Taxation into poverty is the goal of this liberal regime. Canadians are being replaced for Carneys New World Order.
Identity Attack0.051126
Insult0.05086332
Profanity0.011936366
Threat0.0071070488
Severe Toxicity0.0023174286
Low Tox 0.113263406 Low Con 0.175 Unverified_Claim
Jan 20, 2026 Canada’s new rules in 2026
We need a Canadian ICE, millions need to go home. We also need investigations into fraud at every level of the government, and to fire all the government unions.
We need a Canadian ICE, millions need to go home. We also need investigations into fraud at every level of the government, and to fire all the government unions.
Identity Attack0.025002124
Insult0.04090862
Profanity0.012687869
Threat0.025961896
Severe Toxicity0.0029754639
Low Tox 0.11316007 Low Con 0.281 Policy_Critique
Jan 27, 2026 133 likes 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)
So Canadian becomes Canindian now~~~🙂
So Canadian becomes Canindian now~~~🙂
Identity Attack0.10221587
Insult0.032909457
Profanity0.019143965
Threat0.007249452
Severe Toxicity0.0038909912
Low Tox 0.11316007 Moderate Con 0.309
Dec 8, 2025 Inside Canada's Indian Metropolis (Brampton)
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)
Regarding our military, no one wants to join because it is an absolute mess. So now Carney wants to bring in mercenaries to bolster the military ranks. Personnel with no allegiance, love, or empathy towards …
Regarding our military, no one wants to join because it is an absolute mess. So now Carney wants to bring in mercenaries to bolster the military ranks. Personnel with no allegiance, love, or empathy towards Canadians. A force willing to do whatever is asked of them, no moral affinity with Canadians whatsoever. Makes you wonder why they are choosing this path. Draw your own conclusions.
Identity Attack0.024801146
Insult0.06285016
Profanity0.013678487
Threat0.006763986
Severe Toxicity0.001783371
Low Tox 0.11305673 Moderate Con 0.386 Fear_Threat
Feb 27, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Indian metropolis but to the rest of us Canadians it's a place to avoid , what does that say about Indian standards?
Indian metropolis but to the rest of us Canadians it's a place to avoid , what does that say about Indian standards?
Identity Attack0.105256535
Insult0.027347196
Profanity0.013985921
Threat0.0070034824
Severe Toxicity0.0025939941
Low Tox 0.11305673 Moderate Con 0.315 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
All these problems caused by fraud, begin with a Canadian taking bribes to look the other way and RCMP&BorderPatrol found ish. The politicians are now seeking mileage as if they just found out about non …
All these problems caused by fraud, begin with a Canadian taking bribes to look the other way and RCMP&BorderPatrol found ish. The politicians are now seeking mileage as if they just found out about non compliance today. Nothing will change I am sorry.. but pockets will be lined.
Identity Attack0.034300596
Insult0.06023245
Profanity0.012926984
Threat0.007534259
Severe Toxicity0.0020885468
Low Tox 0.11305673 Moderate Con 0.353
Oct 1, 2025 IRCC Names India in Study …
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 …
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 …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that simply means canadians don't care so much about immigrants.
Identity Attack0.10221587
Insult0.029383656
Profanity0.013371054
Threat0.006809296
Severe Toxicity0.0021839142
Low Tox 0.112850055 Moderate Con 0.452
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m 60 years old and am now seriously looking to leave Canada. Canada will become a failed country in the next 10 years (or sooner) and I don’t see anything changing. You can’t keep on …
I’m 60 years old and am now seriously looking to leave Canada. Canada will become a failed country in the next 10 years (or sooner) and I don’t see anything changing. You can’t keep on borrowing endlessly without consequences, most Canadians don’t understand how economics work.
Identity Attack0.05794714
Insult0.04852104
Profanity0.01173141
Threat0.0072235605
Severe Toxicity0.0025367737
Low Tox 0.112850055 Moderate Con 0.446 Fear_Threat
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Don't worry Canadians, Once president Trump fires your current governor, he will fix this !! ✅
Don't worry Canadians, Once president Trump fires your current governor, he will fix this !! ✅
Identity Attack0.016862517
Insult0.03158728
Profanity0.01220964
Threat0.050098058
Severe Toxicity0.0030708313
Low Tox 0.112850055 Low Con 0.256 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Canadian here. It doesn't divide Canadians, pretty much everyone, unanimously wants the numbers at least lowered. There are maybe some exceptions, but those are far left extremists
Canadian here. It doesn't divide Canadians, pretty much everyone, unanimously wants the numbers at least lowered. There are maybe some exceptions, but those are far left extremists
Identity Attack0.062039822
Insult0.05262003
Profanity0.012858666
Threat0.0068999166
Severe Toxicity0.0018405914
Low Tox 0.112850055 Constructive 0.589 Identity_Assertion
Feb 14, 2026 Canada's tighter immigration policy divides …
This is a USA channel. They should be fixing the mess Trump has made in their country instead of meddling in Canadian politics.
This is a USA channel. They should be fixing the mess Trump has made in their country instead of meddling in Canadian politics.
Identity Attack0.024801146
Insult0.05203446
Profanity0.014259194
Threat0.007145886
Severe Toxicity0.001707077
Low Tox 0.112746716 Low Con 0.099 Meta_Commentary
Feb 17, 2026 1 likes Inside Canada's Indian Invasion...
Heritage Canadians are being replaced at an alarming speed.
Heritage Canadians are being replaced at an alarming speed.
Identity Attack0.07673789
Insult0.031256735
Profanity0.012175481
Threat0.012596053
Severe Toxicity0.003929138
Low Tox 0.112746716 Low Con 0.257 Fear_Threat
Feb 14, 2026 Canada's tighter immigration policy divides …
Canadians made the informed adult choice to destroy Canada for no apparent reason. They chose their fate by passively accepting it in the utterly submissive manner standardized by centuries of British monarchy. It's too late …
Canadians made the informed adult choice to destroy Canada for no apparent reason. They chose their fate by passively accepting it in the utterly submissive manner standardized by centuries of British monarchy. It's too late to fix and the will to do so does not exist at any scale. Nothing will be done to mitigate this. The voters did this to themselves at the ballot box by action or inaction which I find hilarious.
Identity Attack0.06294931
Insult0.03566399
Profanity0.01265371
Threat0.01238892
Severe Toxicity0.0032615662
Low Tox 0.112746716 Moderate Con 0.338 Fear_Threat
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
I like how this video goes from a Canadian Cultural Video, to a "Can I get smuggled into USA" video 😂
Identity Attack0.07508347
Insult0.026058068
Profanity0.025360947
Threat0.011819307
Severe Toxicity0.0041389465
Low Tox 0.112643376 Moderate Con 0.358 Humor_Satire
Jan 28, 2026 1 likes 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.