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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: "But will you call an …" 741 comments · Page 25 of 30
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Carney is blowing billions on Ukraine and the EU, the media is covering it up as much as they can including the so called right wing media like national post.
Identity Attack0.012240025
Insult0.04442204
Profanity0.017231047
Threat0.007314181
Severe Toxicity0.001745224
Low Tox 0.10913446 Low Con 0.175 Unverified_Claim
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
It's called Punjab, not "Poon-juhb"
It's called Punjab, not "Poon-juhb"
Identity Attack0.055218685
Insult0.03710241
Profanity0.07514556
Threat0.007857903
Severe Toxicity0.0059127808
Low Tox 0.10870059 Low Con 0.259 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Good video, shows the various viewpoints from new and old Canadians. Some point out legitimate problems with the large influx of people in a short period and issues with integration. Some are just bigoted calling …
Good video, shows the various viewpoints from new and old Canadians. Some point out legitimate problems with the large influx of people in a short period and issues with integration. Some are just bigoted calling Brampton 'brown town' because all they see is skin colour. Many of the interviewees disparage India but fail to acknowledge it is rapidly advancing recently becoming the 5th biggest economy and on track to be 3rd by 2030.
Identity Attack0.0775651
Insult0.031036375
Profanity0.014259194
Threat0.0077154995
Severe Toxicity0.0024223328
Low Tox 0.10826672 Constructive 0.777
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Wow British gas call centers head office ❤
Wow British gas call centers head office ❤
Identity Attack0.020882076
Insult0.026444806
Profanity0.020168742
Threat0.025961896
Severe Toxicity0.005378723
Low Tox 0.10826672 Moderate Con 0.326 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, I don’t call it canada anymore. I call it “New India”
As a Canadian, I don’t call it canada anymore. I call it “New India”
Identity Attack0.09576365
Insult0.028722567
Profanity0.017504321
Threat0.0076766624
Severe Toxicity0.0037193298
Low Tox 0.10739898 Moderate Con 0.41 Identity_Assertion
Jan 27, 2026 274 likes Inside Canada's Indian Invasion...
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant …
Tim Uppal, as a Member of Parliament and Parliamentary Secretary to the Minister of Citizenship, Immigration, and Multiculturalism in 2010, announced a new initiative called the Student Partners Program (SPP) that resulted in a significant increase in the approval rate of visas for students from India. This turned out to be scam, students did not come to study and go back, it was a backdoor for PR. In addition, a number of Indian students on student visas have committed crimes such as extortion, drug trafficking and killed people on highways as unqualified truck drivers. Lastly, they majority of them lack of consideration for others may it be economically or socially.
Identity Attack0.05976611
Insult0.053205602
Profanity0.02474608
Threat0.0116639575
Severe Toxicity0.0032615662
Low Tox 0.10696511 Constructive 0.552 Unverified_Claim
Jan 20, 2026 2 likes 2.9 million Canadian temporary visas …
They are legal it's not called invasion
They are legal it's not called invasion
Identity Attack0.047448806
Insult0.019547975
Profanity0.025497584
Threat0.008841781
Severe Toxicity0.0041007996
Low Tox 0.10566349 Low Con 0.219 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
So. As a renovations contractor, I do bathrooms, kitchens, basements and additions...I have been called many many times by people from India to quote their work. And when I do, they think im bartering with …
So. As a renovations contractor, I do bathrooms, kitchens, basements and additions...I have been called many many times by people from India to quote their work. And when I do, they think im bartering with them. Can you do cash? Can you do it for 10,000 less? Can you just get materials for me? Can you recommend someone else? OMG. I don't even give them quotes anymore. This isn't a race to the bottom. Although they would like that. This government is certainly trying to make it that.
Identity Attack0.05612817
Insult0.027218282
Profanity0.024951037
Threat0.0069905366
Severe Toxicity0.002861023
Low Tox 0.10566349 Constructive 0.658 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later …
Let's be real, about this nation called Canada where real native canadians were "First Nations, Metis & Inuit" they were the ones as Indigenious people who inhabited canada for thousand of years ago & later demographic shift could later be seen during 16th century from European colonization where majority of french and british invaded with consistent colonization & took control of the land, these settlers, along with later European immigrants, seized indigenous land, displaced indigenous communities, and brought diseases that decimated native populations. Long story short now, based on 2021 census data shows native canadian population make up to only 5% of total Canadian population whereas the rest remaining are non-indigenous people of Canada at above 90% are foreign invaders from 16th century who came as an opportunist and occupied everything; same as Indian they came took the opportunity by working hard, contributing to the nation yet, you people here crying, complaining & bragging abt these & that abt Indian's bt let's not forget "Europeans" are the ones who did the dirtiest things characterized by forced assimilation, abusive residential school system, and loss of land. Please explain this from a liberal perspective, how was it fair for Indigenous people of Canada?? compared to Indian Standards.
Identity Attack0.0543092
Insult0.03522326
Profanity0.016069634
Threat0.007417747
Severe Toxicity0.0031089783
Low Tox 0.103494145 Constructive 0.683 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting …
The great peaceful Canada that I call Home is going down the drain. The government has done this to our people. Immigration on the rise. The Liberals are still bringing in new immigrants and supporting them. Our children can’t find jobs and if they do it takes months to get one. Why does the government house immigrants? Why are we the tax payers footing the bill. We as Canadians are stressed!! Why do we have to leave a country that we live in. The Government has let down their people.
Identity Attack0.042550452
Insult0.030375287
Profanity0.012517073
Threat0.007547205
Severe Toxicity0.0024604797
Low Tox 0.103060275 Constructive 0.62
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different …
Culture is a tricky thing. Is it not a known fact that one may not be all that interested in their culture and religion in their country of origin, but once immigrated to a different land, these same people become more attached to their original culture and religion, even more orthodox in their beliefs. They try to recreate what is familar. Why are we surprised most are not assimilating? It takes, for most, many generations. And even then. Immigrants will always, in one way or another affect change in the general culture. Think of different cuisine, the arts, influences on our beliefs, etc. What is a Canadian anyways? One who lives here? Who pays taxes here? How long of roots do you need to have before you are no longer called an immigrant? We have a very large country and from one community to another there is a difference in the culture. Perhaps we need to be clearer on what is in fact our highest Canadian values and communicate them more effectively. I would also like to add that there is suffering in not being able to pass on your culture. Watching your children and grandchildren speaking a different language, not having them understand yours enough for you to enjoy signing traditional songs to, not being able to guide them in your religious beliefs, etc., in the name of them becoming assimilated. I am experiencing these and my roots go back over 400 years on this land.
Identity Attack0.07673789
Insult0.027730936
Profanity0.018734055
Threat0.006861079
Severe Toxicity0.0023174286
Low Tox 0.102626406 Constructive 0.861
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Any other time in history they would call this an invasion.
Any other time in history they would call this an invasion.
Identity Attack0.036105253
Insult0.021094928
Profanity0.01846078
Threat0.009644418
Severe Toxicity0.0032806396
Low Tox 0.102192536 Low Con 0.123 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Time to call ICE and sweep the whole place clean
Time to call ICE and sweep the whole place clean
Identity Attack0.006289636
Insult0.019032324
Profanity0.02030538
Threat0.065292306
Severe Toxicity0.0059127808
Low Tox 0.10175867 Low Con 0.255 Call_To_Action
Feb 24, 2026 Inside Canada's Indian Invasion...
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course …
The strategy of corporations exploiting illegal labour practices are never going to go away since it encourages cheap labour without any benefits is a huge leverage for the companies and the government and of course the last but not the least steps like these are not solutions for the unemployed local workers but a huge excuse for the so called organisations to open a huge black market for the illegals even more with higher rates of shipping the possible jobs abroad
Identity Attack0.06294931
Insult0.029163294
Profanity0.013985921
Threat0.0071070488
Severe Toxicity0.0021076202
Low Tox 0.10089093 Moderate Con 0.433 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
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)
There's a reason we call Brampton "Bramladesh"
There's a reason we call Brampton "Bramladesh"
Identity Attack0.028418748
Insult0.031697463
Profanity0.027683776
Threat0.0091524795
Severe Toxicity0.003452301
Low Tox 0.10002319 Moderate Con 0.309 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hope the cops were called on those guys after.
Hope the cops were called on those guys after.
Identity Attack0.004643231
Insult0.017012933
Profanity0.0166845
Threat0.09929679
Severe Toxicity0.0036239624
Low Tox 0.10002319 Low Con 0.255 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Around 1492, some Europeans invaded the American continent and later began calling themselves Americans. Now people from other countries have started living there and earning, and those same people call it an invasion. 😅
Around 1492, some Europeans invaded the American continent and later began calling themselves Americans. Now people from other countries have started living there and earning, and those same people call it an invasion. 😅
Identity Attack0.057492398
Insult0.020837102
Profanity0.01846078
Threat0.0076766624
Severe Toxicity0.0024986267
Low Tox 0.09915545 Moderate Con 0.459 Comparative_Framing
Feb 14, 2026 4 likes Inside Canada's Indian Invasion...
We call it Bramledash in Canadastan. 🤣🤪
We call it Bramledash in Canadastan. 🤣🤪
Identity Attack0.030691283
Insult0.03257891
Profanity0.021466793
Threat0.007301235
Severe Toxicity0.003414154
Low Tox 0.09611836 Moderate Con 0.313 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Indians call Canada a mini punjab 😅 .Canadian is a nice people 🫰 no hate only good vibes ❤❤ 🇮🇳
Identity Attack0.06522302
Insult0.02567133
Profanity0.020100424
Threat0.0071199946
Severe Toxicity0.0029182434
Low Tox 0.09394901 Constructive 0.539 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Withdraw all call center from India. Online shopping & payment should be free of them.
Withdraw all call center from India. Online shopping & payment should be free of them.
Identity Attack0.061130337
Insult0.022706337
Profanity0.015181494
Threat0.011172019
Severe Toxicity0.002708435
Low Tox 0.09351514 Low Con 0.147
Sep 29, 2025 IRCC Names India in Study …
Its not called Tim Hortons, it's "Singh Hortons" Thank you for bringing awarness to this MASSIVE IMMIGRATION ISSUE!
Its not called Tim Hortons, it's "Singh Hortons" Thank you for bringing awarness to this MASSIVE IMMIGRATION ISSUE!
Identity Attack0.039714564
Insult0.023608726
Profanity0.010313802
Threat0.006738094
Severe Toxicity0.0020885468
Low Tox 0.091913216 Constructive 0.614 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. …
The points system is why Canadians have a good impression of immigrants. When you let in english or french speaking well or over-educated new citizens, people will have a good impression of these hardworking people. When you let in gobs of just anyone.. you end up with Brampton, Ontario, or Sweden, where foreign nationals have brought their own opinion of how life should be to a previously high trust/well functioning area. Like the opposite of gentrification. Basically slumification, a reduction in trust, an increase in crime, an increase in corruption.. Who would have thought there would one day be new Canadian citizens calling for Sharia Law in Canada? That is when immigration "jumped the shark", and the system needs fixing. And Canada already has the fix: Limit immigration to economically well off migrants who meet the points quota: ie, they are educated and speak english or french. And greatly restrict refugees... we have enough homeless and economically useless people, we do not need more.
Identity Attack0.04203484
Insult0.033019636
Profanity0.015693882
Threat0.0069905366
Severe Toxicity0.0021743774
Low Tox 0.091913216 Constructive 0.614
Jun 19, 2025 2 likes How Canada broke its immigration …
I am suspicious about this fake restaurant or fast food place near my neighborhood. There is a place near my house that looks like a restaurant. The building is beside a shawarma place and the …
I am suspicious about this fake restaurant or fast food place near my neighborhood. There is a place near my house that looks like a restaurant. The building is beside a shawarma place and the pictures of food do look good. My aunt called the phone number because she wanted to order food from there, but she heard strange voices in the background and the person on the phone kept saying they are closed. This place even has a drive thru and menu, but is never open. I've seen quite a few cars in the parking lot at night. Idk, but I think something sketchy is going on there because the people there are all indians.
Identity Attack0.008953481
Insult0.029493837
Profanity0.032643758
Threat0.0077672824
Severe Toxicity0.0022888184
Low Tox 0.09033044 Constructive 0.66 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
I remember back in the 70s people started calling that place Bramladesh , this isn't new , Misissauga, Markham , Vaughn , Pickering , all experienced rapid growth due to immigration from India , South …
I remember back in the 70s people started calling that place Bramladesh , this isn't new , Misissauga, Markham , Vaughn , Pickering , all experienced rapid growth due to immigration from India , South Asia , China , Hong Kong ect. The old towns disapeared , the original and long time residents feel overwhelmed and unwelcome .
Identity Attack0.052035484
Insult0.025542418
Profanity0.011970525
Threat0.006835188
Severe Toxicity0.0018596649
Low Tox 0.08953904 Constructive 0.71 Personal_Narrative
Sep 19, 2025 1 likes 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.