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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: "Now is the time for …" 1,206 comments · Page 34 of 49
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Wow, the whole 10 people deported! In how much time? "Good" job, Canada!
Identity Attack0.037909906
Insult0.02373764
Profanity0.011663092
Threat0.009592636
Severe Toxicity0.0025939941
Low Tox 0.10089093 Moderate Con 0.331 Humor_Satire
Feb 19, 2026 Canadian immigration officers investigating hundreds …
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely …
So this is called tolerance …? What about all the experts in all different fields that were Virtually invited to Canada from all over the world because of a shortage a few decades ago Surely they added value - now they have been all used up- time to show some of these Canadian’s true colours ? Some Canadians - hopefully just a minority
Identity Attack0.06431354
Insult0.027730936
Profanity0.011082385
Threat0.007327127
Severe Toxicity0.0022411346
Low Tox 0.10045706 Moderate Con 0.41
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
It's time Canada changed its policies and started deporting those who can not adjust to the Canadian way of life and our culture.
It's time Canada changed its policies and started deporting those who can not adjust to the Canadian way of life and our culture.
Identity Attack0.058401883
Insult0.025413504
Profanity0.010365041
Threat0.010472948
Severe Toxicity0.0023841858
Low Tox 0.09958932 Low Con 0.248 Policy_Critique
Sep 8, 2025 Why Canadians Are Turning Against …
I visited Brampton over New Year's 2018. I couldn't believe how huge the Indian community was at the time. The weather was extremely brutal, so we didn't go out much. Everywhere we did go was …
I visited Brampton over New Year's 2018. I couldn't believe how huge the Indian community was at the time. The weather was extremely brutal, so we didn't go out much. Everywhere we did go was ALL Indian! I was visiting a friend's family. I remember asking him if there were any cultural conflicts between the immigrants and the Canadians. At the time, it didn't seem to be a problem. Evidently, a lot has changed since then!
Identity Attack0.10221587
Insult0.023995465
Profanity0.014600786
Threat0.0073918556
Severe Toxicity0.002708435
Low Tox 0.09958932 Constructive 0.776
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
They don't value the canadian way its time canadians wake up and get some of them shipped out but they use studying for there way in
They don't value the canadian way its time canadians wake up and get some of them shipped out but they use studying for there way in
Identity Attack0.062039822
Insult0.028722567
Profanity0.013473531
Threat0.007586042
Severe Toxicity0.0024414062
Low Tox 0.09872158 Low Con 0.246
Aug 26, 2025 Why Canadians Are Turning Against …
I think RocaNews you need to be a little more thoughtful into your questioning. I'm also feeling like it's a little lazy to do this research and not include certain data points with it. Or …
I think RocaNews you need to be a little more thoughtful into your questioning. I'm also feeling like it's a little lazy to do this research and not include certain data points with it. Or to actually create processes/opportunities to get "newcomers" and "long-time residents" to speak together, a division of people that is far more complicated than the division you add to in this documentary. Think about your values and what the goal of this is. Reflect on this before you just go do the same elsewhere. Look at the comments. What are you adding to/contributing to relieving tension within and between communities? What is your overall purpose.
Identity Attack0.0037367835
Insult0.05144889
Profanity0.02126184
Threat0.0066151097
Severe Toxicity0.0014019012
Low Tox 0.09872158 Constructive 0.733 Meta_Commentary
Jan 22, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Last time I was in Brampton a youth Indian girl and her grandpa jumped into the back seat my car wanting a ride to a store. I felt like i was in some kind of …
Last time I was in Brampton a youth Indian girl and her grandpa jumped into the back seat my car wanting a ride to a store. I felt like i was in some kind of Bollywood movie. 😅 and no I'm definitely not a taxi driver.
Identity Attack0.061130337
Insult0.025542418
Profanity0.034146797
Threat0.0091524795
Severe Toxicity0.00333786
Low Tox 0.09872158 Constructive 0.657 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Broad Ethnic Groups (2021 Census) This classification focuses on larger panethnic groups. White: 72.9% Asian: 17.7% Indigenous: 5.2% Black: 3.5% Latin American: 1.5% Canada hasn't changed all that much, and certain cities having one ethnic …
Broad Ethnic Groups (2021 Census) This classification focuses on larger panethnic groups. White: 72.9% Asian: 17.7% Indigenous: 5.2% Black: 3.5% Latin American: 1.5% Canada hasn't changed all that much, and certain cities having one ethnic group that is not even new. Little Italy? Cabbage Town? China Town(s), Ukrainian and Finnish areas in western Canada? Asians in Vancouver. This time, it's the Indians, but Brampton has been changing for years into Brown Town. Years!
Identity Attack0.099072486
Insult0.019419061
Profanity0.011765569
Threat0.0067057298
Severe Toxicity0.0020980835
Low Tox 0.09828771 Constructive 0.561 Comparative_Framing
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada's immigration system has lowered the bar big time. What happened to their mandate after '67 that was supposed to be focused on permitting entry to only skilled immigrants? Now, they're letting any immigrant with …
Canada's immigration system has lowered the bar big time. What happened to their mandate after '67 that was supposed to be focused on permitting entry to only skilled immigrants? Now, they're letting any immigrant with a pulse come in. As a result, rents and housing prices have skyrocketed, and now the average Canadian can no longer afford to buy a home. Of course, it doesn't help that the government got out of the homebuilding business decades ago; big mistake. Our government has done this country a huge disservice.
Identity Attack0.041003603
Insult0.03412145
Profanity0.015113175
Threat0.0069646453
Severe Toxicity0.002374649
Low Tox 0.09828771 Constructive 0.572 Policy_Critique
Jun 20, 2025 9 likes How Canada broke its immigration …
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken …
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken vacations or time off. The system has failed me tremendously. I was denied second stage and transitional housing 3 times with out reason. I was discharged from shelters where I was the only one working on my betterment while others continued with poor habits such as depression, laziness and addictions. I wish I had political power because boy oh boy, things would change drastically.
Identity Attack0.019977676
Insult0.038566336
Profanity0.019622196
Threat0.00713294
Severe Toxicity0.0022792816
Low Tox 0.09785384 Constructive 0.775
Aug 28, 2025 13 likes Why Canadians Are Turning Against …
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
I'm a permanent resident and just moved to Montreal with 3+ years of accounting experience. Looking at processing times for spouse visa in Quebec though, im considering leaving the city soon. Such a shame
Identity Attack0.008731495
Insult0.039444692
Profanity0.01220964
Threat0.005964585
Severe Toxicity0.0010919571
Low Tox 0.09741997 Constructive 0.675 Personal_Narrative
Nov 20, 2025 Quebec Ends Economic Immigration Program …
Kenny is a long time wef member. An underling of Carnage.
Kenny is a long time wef member. An underling of Carnage.
Identity Attack0.0053276913
Insult0.04032305
Profanity0.02030538
Threat0.006641001
Severe Toxicity0.0016880035
Low Tox 0.09741997 Low Con 0.19 Unverified_Claim
Feb 17, 2026 21 likes LILLEY UNLEASHED: The fall of …
Amen its about time canadians canada first ffs
Amen its about time canadians canada first ffs
Identity Attack0.052035484
Insult0.029273475
Profanity0.03389629
Threat0.0097738765
Severe Toxicity0.004043579
Low Tox 0.09568449 Moderate Con 0.339
Nov 23, 2025 Quebec Ends Economic Immigration Program …
I don't blame the locals for hating it. Nobody genuinely likes a major culture change in such a short period of time, especially if they've lived there their whole life.
I don't blame the locals for hating it. Nobody genuinely likes a major culture change in such a short period of time, especially if they've lived there their whole life.
Identity Attack0.02037963
Insult0.027730936
Profanity0.02126184
Threat0.007353018
Severe Toxicity0.0017642975
Low Tox 0.09525062 Constructive 0.588 Fear_Threat
Oct 7, 2025 96 likes Inside Canada's Indian Metropolis (Brampton)
What's there to think about when it comes to sending law enforcement to enforce the law? Soft men creating hard times for everyone is exactly what's wrong with this country.
What's there to think about when it comes to sending law enforcement to enforce the law? Soft men creating hard times for everyone is exactly what's wrong with this country.
Identity Attack0.009434453
Insult0.03522326
Profanity0.013371054
Threat0.0066733654
Severe Toxicity0.001335144
Low Tox 0.09481675 Moderate Con 0.352 Policy_Critique
Feb 3, 2026 2.9 million Canadian temporary visas …
time to go home
time to go home
Identity Attack0.008620501
Insult0.02122384
Profanity0.02023706
Threat0.012181788
Severe Toxicity0.0030326843
Low Tox 0.09438288 Moderate Con 0.414
Nov 21, 2025 1 likes Quebec Ends Economic Immigration Program …
I wish I could like this video 8000 times
I wish I could like this video 8000 times
Identity Attack0.014350293
Insult0.01648093
Profanity0.05017922
Threat0.0287245
Severe Toxicity0.007286072
Low Tox 0.09394901 Moderate Con 0.399 Meta_Commentary
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any …
I’ll be brutally honest if a person comes to ur country legally and is contributing to ur economy opening his/her business legally or building temples legally there nothing wrong in that if anyone has any problem they should blame there government because before these people all that place which is not built was merely dust and at the same time the crime which has increased because of these people I stand against that too
Identity Attack0.023796257
Insult0.024382202
Profanity0.020510335
Threat0.008556974
Severe Toxicity0.0021839142
Low Tox 0.09394901 Constructive 0.618 Moral_Argument
Feb 15, 2026 Inside Canada's Indian Invasion...
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and …
Ong yes finally THANK YOU!!! Im very very accepting of everyone, we all bleed the same color but I just had to leave my job because new owners took over. Hired 4 new Canadians and they wouldn't believe me when I was showing pictures of how I was treated.. I'm 27 with a 9 yr old still living with my parent because I can't afford to find a place when I can't find a full time job. AND IV APPLIED AT MCDONALD'S, ALL RETAIL/FOOD. The government won't help my disabled dad even tho he's disabled from working for 35+ years
Identity Attack0.034816213
Insult0.032248367
Profanity0.017777596
Threat0.0072106146
Severe Toxicity0.0029754639
Low Tox 0.09351514 Constructive 0.806
Aug 27, 2025 Why Canadians Are Turning Against …
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Also sue the busineses that wont hire you that have immigrants working full time or part time canadians get jobs first
Identity Attack0.07177465
Insult0.022577424
Profanity0.011253181
Threat0.006809296
Severe Toxicity0.0019359589
Low Tox 0.0926474 Moderate Con 0.381 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
50000$ one time payment...oh sure all Canadians get the same...LOL
50000$ one time payment...oh sure all Canadians get the same...LOL
Identity Attack0.054763943
Insult0.025026767
Profanity0.014088398
Threat0.0064985976
Severe Toxicity0.0024795532
Low Tox 0.0926474 Low Con 0.215
Jul 24, 2018 82 likes How much do refugees and …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good …
I don’t really understand why these people are receiving hate if they seem like they help one another and others. Those food banks and kitchens that offer a free meal to anyone is a good thing. I understand that many Canadians want assimilation but you can’t seriously expect people who were raised in another country for decades to automatically become Hockey viewers and poutine fans overnight assimilation takes time. Instead of looking at them with skepticism y’all should talk with one another instead. That old dude towards the end really said it best that we should help one another as humans.
Identity Attack0.028418748
Insult0.03489272
Profanity0.019348921
Threat0.007068211
Severe Toxicity0.0021266937
Low Tox 0.0926474 Constructive 0.8
Oct 4, 2025 16 likes Inside Canada's Indian Metropolis (Brampton)
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute …
A lot of Indian truck drivers that are making way too many lane changes for an 18 wheeler on the highway too.... Very aggressive driving. I see it all the time on my work commute on highway 1.
Identity Attack0.06613251
Insult0.024511116
Profanity0.012961143
Threat0.007301235
Severe Toxicity0.002155304
Low Tox 0.091913216 Constructive 0.529 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune …
As for healthcare I was in the hospital because I had a kidney transplant but I'm a Canadian citizen born here in Alberta and I was at 55 at the time I had some autoimmune but anyway of a big problem is the nurses this particular nurse that would let in a person the wife of a person that was from Croatia or somewhere that was getting a kidney machine to take home on the Canadian tax dollar and the nurse would let the wife come in after hours have dinner and sleep in an extra cot every night for 2 weeks they caught her they told her she had to find other accommodations and then there's kept letting her in after the doctors and other nurses went home a lot of the problem in healthcare is because we have all immigrants now as nurses because all their people that were doing it quit because of covid
Identity Attack0.025002124
Insult0.03566399
Profanity0.021056883
Threat0.0072365063
Severe Toxicity0.0029182434
Low Tox 0.091913216 Constructive 0.78 Personal_Narrative
Feb 17, 2026 5 likes LILLEY UNLEASHED: The fall of …
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the …
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the Indian sub-continent. Obviously immigration whether from India or another country needs to be moderated in order to give the immigrants time to adapt to the Canadian way of life
Identity Attack0.09162762
Insult0.02193286
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0021266937
Low Tox 0.091913216 Constructive 0.623 Comparative_Framing
Oct 3, 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.