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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: "It becomes more and more …" 606 comments · Page 20 of 25
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)
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Thank u so much for covering this so many Canadians just cope with the fact that our country is become india 2.0🇮🇳
Identity Attack0.07094744
Insult0.033680726
Profanity0.014190876
Threat0.006912862
Severe Toxicity0.0030517578
Low Tox 0.10783285 Moderate Con 0.491 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become …
Mark my words, many will stay illegally, and the Liberals will create a program so they can normalize their statuses, and give them permanent residency. Then they'll be voting in Canadian elections when they become Canadian citizens, they is how they take our country from us. This was always their plan.
Identity Attack0.06249457
Insult0.030044744
Profanity0.011782649
Threat0.007301235
Severe Toxicity0.0024604797
Low Tox 0.10783285 Moderate Con 0.34
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
That town is about to become the Indian version of Minneapolis.
That town is about to become the Indian version of Minneapolis.
Identity Attack0.09576365
Insult0.027218282
Profanity0.018802373
Threat0.009023022
Severe Toxicity0.0033187866
Low Tox 0.10696511 Low Con 0.17 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
We've become to liberal that's the problem . Not conservative
We've become to liberal that's the problem . Not conservative
Identity Attack0.04435511
Insult0.033570543
Profanity0.014669105
Threat0.0067251488
Severe Toxicity0.001821518
Low Tox 0.10566349 Moderate Con 0.351
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone …
‘In the first place, we should insist that if the immigrant who comes here in good faith becomes a Canadian and assimilates himself to us, he shall be treated on an exact equality with everyone else, for it is an outrage to discriminate against any such man because of creed, or birthplace, or origin.. But this is predicated upon the person’s becoming in every facet a Canadian, and nothing but a Canadian… There can be no divided allegiance here. Any man who says he is a Canadian, but something else also, isn’t a Canadian at all. We have room for but one flag, the Canadian flag… And we have room for but one sole loyalty and that is a loyalty to the Canadian people.’ Wilfrid Laurier 1907
Identity Attack0.060675595
Insult0.03335018
Profanity0.017026093
Threat0.007974415
Severe Toxicity0.0024986267
Low Tox 0.104361884 Constructive 0.515 Identity_Assertion
Sep 8, 2025 1 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 …
In Canada every Tim Hortons is like that it's become known as Singh Hortons Also real native Canadians don't like the word "assimilate" after what was done to the indigenous
In Canada every Tim Hortons is like that it's become known as Singh Hortons Also real native Canadians don't like the word "assimilate" after what was done to the indigenous
Identity Attack0.05976611
Insult0.030044744
Profanity0.012892825
Threat0.006427396
Severe Toxicity0.002040863
Low Tox 0.10175867 Constructive 0.508 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It will be Candia..People will become Candian ...😅😅😅
It will be Candia..People will become Candian ...😅😅😅
Identity Attack0.057037655
Insult0.023479814
Profanity0.028230323
Threat0.009722093
Severe Toxicity0.0041389465
Low Tox 0.10002319 Low Con 0.233
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to boom, as I thought would all other ethnicities. Regardless of the changes of demographics, Brampton is still such a beautiful city, just taken over by overpopulation at a fast pace. We do not complain, but as a Country we should consider the rate of growth as a positive but also has many negatives. Finding jobs in Brampton is nearly impossible as a young adult - and also looking for new homes with landlords that aren't of Indian descent is becoming a rare occurrence. Changes can be made to benefit both Canadians and Indians as we are known for accepting all cultures, that is what I love about Canada. It is a sight to see when you witness the Indian culture in Brampton, lets not take that away!
Identity Attack0.060220852
Insult0.03070583
Profanity0.021876704
Threat0.008867673
Severe Toxicity0.0033569336
Low Tox 0.09785384 Constructive 0.869 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is …
As a Southeast Asian, I can understand why countries like the United States, Canada, or those in Europe are concerned about immigration levels. Wanting to prevent any single immigrant group from becoming disproportionately large is not necessarily about racism, but about maintaining social balance and protecting opportunities for the local population. Many Asian countries feel the same way—we would not want large numbers of foreigners, whether Russian, American, or from elsewhere, to migrate in such a way that they dominate job markets or significantly alter the local social structure. This perspective applies universally, not just in Western countries. From this viewpoint, it seems reasonable for countries to manage immigration by maintaining a balance between native citizens and immigrants. Setting limits or proportions for different immigrant groups can be seen as a way to preserve social stability while still allowing controlled and fair immigration.
Identity Attack0.08087392
Insult0.026702631
Profanity0.0157622
Threat0.008129764
Severe Toxicity0.0024318695
Low Tox 0.09741997 Constructive 0.761
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada becomes Kannada hahaha
Canada becomes Kannada hahaha
Identity Attack0.055218685
Insult0.032138187
Profanity0.018665737
Threat0.006912862
Severe Toxicity0.0037384033
Low Tox 0.09655223 Moderate Con 0.323 Humor_Satire
Feb 25, 2026 Inside Canada's Indian Invasion...
Students from North West India come and become refusiee, involve in labour job, driver, farmer Change identity
Students from North West India come and become refusiee, involve in labour job, driver, farmer Change identity
Identity Attack0.06476828
Insult0.031036375
Profanity0.015693882
Threat0.007948523
Severe Toxicity0.0037765503
Low Tox 0.09525062 Low Con 0.255 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
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)
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is …
It's not becoming too conservative. It's more on a liberal level. As an immigrant, i see Canada heading down the same road as my country of origin, slowly becoming a "3rd world country." Why is the government doing this if they truly loved this country?
Identity Attack0.053854458
Insult0.026960457
Profanity0.01220964
Threat0.0062979385
Severe Toxicity0.0019550323
Low Tox 0.0926474 Constructive 0.568
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Why isn't CBC and CTV covering the uprising in Europe over illegal immigration. Liberal propaganda machine doesn't want liberal voters seeing what We Europe has become. Coming to Canada soon enough.
Identity Attack0.039714564
Insult0.026960457
Profanity0.011543535
Threat0.0077284453
Severe Toxicity0.0019359589
Low Tox 0.09112182 Low Con 0.261
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for …
Walmart is also becoming Punjabi mart. I don’t know why Canada is bringing this people in huge numbers?? Immigration numbers should be diversified otherwise they will dominate the whole system. Which is not good for future Canada.
Identity Attack0.04951127
Insult0.024124376
Profanity0.0113385795
Threat0.00704232
Severe Toxicity0.0017929077
Low Tox 0.09033044 Constructive 0.509 Fear_Threat
Feb 5, 2026 Inside Canada's Indian Invasion...
Wait until they become act like a boss in your country
Wait until they become act like a boss in your country
Identity Attack0.028418748
Insult0.020708188
Profanity0.019212283
Threat0.010369381
Severe Toxicity0.0024795532
Low Tox 0.08874765 Low Con 0.124 Fear_Threat
Feb 16, 2026 1 likes Inside Canada's Indian Invasion...
It's shocking how Canada has changed in the last 10 years. While some Canadians still fret about a US takeover, Canada has already become a de facto part of India.
It's shocking how Canada has changed in the last 10 years. While some Canadians still fret about a US takeover, Canada has already become a de facto part of India.
Identity Attack0.06158508
Insult0.026315894
Profanity0.0128245065
Threat0.006356194
Severe Toxicity0.0019454956
Low Tox 0.08716487 Moderate Con 0.395
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
Identity Attack0.032753747
Insult0.026315894
Profanity0.010996987
Threat0.007961469
Severe Toxicity0.0021743774
Low Tox 0.083999306 Constructive 0.688 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Too late unfortunately, canada will be soon out of G7 and become 3rd world within a decade or so
Identity Attack0.038683333
Insult0.023608726
Profanity0.013200258
Threat0.008945347
Severe Toxicity0.002632141
Low Tox 0.083999306 Low Con 0.137 Fear_Threat
Sep 30, 2025 2 likes IRCC Names India in Study …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become …
There are many problems with anti-immigrant rhetoric and one of them is the classification who is and who isn't an immigrant and the question of when does a person stop becoming an immigrant and become a Canadian? A significant portion of people living in Canada are first/second/third generation Canadians and so, how do we classify these people, are they immigrants or are they not? And what of their parents/grandparents who immigrated, are they? It's very important to note that without their ancestor parents, all these first/second/third gen Canadians will not be here and they are now 'Canadians' today because we had pro-immigration laws. Also, the idea of accessing services is by itself, very problematic. I spent the first 4 years of my life here paying high tuition fees as well as tax that are used to subsidize fellow Canadians' tuition fees yet I'm not able to access any government services. Following graduation, I worked as a worker on visa where my tax was no less than an average Canadian yet government services were very much inaccessible to me. It was only after I became permanent resident, that somehow everything suddenly became available to me. I have been tax paying 6-7 years before I became a PR here yet all those years, I wasn't able to access a single thing yet somehow, after I became PR, I'm eligible for everything? The tax argument doesn't make sense at all. I will be eligible to apply for citizenship in like a year and does that mean now I am one of you, Canadians?
Identity Attack0.060220852
Insult0.025155678
Profanity0.012926984
Threat0.006861079
Severe Toxicity0.002002716
Low Tox 0.08320791 Constructive 0.865
Oct 25, 2017 4 likes How much do refugees and …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers …
8:30 I don't buy it. They say we "have" to increase population because Canada has an aging population? Why? What wpuld happen if we don't? Increased quality of life? More affordable cost of living? Workers actually being valued and needed instead of competing for not even enough jobs? Oooh, so scary. Whatever they thought would happen, I don't see how it could have been worse than what we have now. How is getting millions of Tim Hortons and Walmart workers helping the aging population? It doesn't. The explanations don't make sense. 9:25 bs!!! How could they possibly think this? Their position is that since there was a population explosion in the 40's, now every future generation has to explode their population as well, or else there will be too many old people? Come on. It's too ridiculous to take seriously. Now since the rate isn't the same as the 40's they decide let's just import from countries that are massively over populated.... and become more like them. Like... NO!!! This is not what I want from life or for our world.
Identity Attack0.009434453
Insult0.03312982
Profanity0.020032106
Threat0.0071199946
Severe Toxicity0.0022602081
Low Tox 0.08320791 Constructive 0.71 Policy_Critique
Sep 24, 2025 1 likes Why Canadians Are Turning Against …
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. …
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. The truth about refugees aftermath is that, the large majority of refugees in Canada coming originally from third world countries, live on Social Assistance for several years, some for life, knowing that the Canadian government will provide for them anything they need (Ironically there are very few statistics on this matter and no statistics at all since 2015, when the current government was elected).
Identity Attack0.04048799
Insult0.029053112
Profanity0.015625564
Threat0.006602164
Severe Toxicity0.0020503998
Low Tox 0.081625134 Constructive 0.635
Oct 15, 2019 2 likes How much do refugees and …
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, …
As much as I hate seeing how bad it’s become, I also love the fact you’re shedding light on it. As a Canadian myself it’s pretty weird that almost anywhere I go in my province, (Man) it’s like predominantly east Indian other than like reserves which is a rough subject in itself some/most cases.
Identity Attack0.04512853
Insult0.025284592
Profanity0.021808386
Threat0.0065956907
Severe Toxicity0.0020503998
Low Tox 0.08083374 Constructive 0.682 Identity_Assertion
Jan 27, 2026 2 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.