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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: "I love how we have …" 699 comments · Page 19 of 28
You love your cultural enrichment, ready for more diversity slops?
You love your cultural enrichment, ready for more diversity slops?
Identity Attack0.038167715
Insult0.029053112
Profanity0.015659723
Threat0.0074565844
Severe Toxicity0.0023174286
Low Tox 0.11057663 Low Con 0.213 Humor_Satire
Jun 20, 2025 1 likes How Canada broke its immigration …
We love people immigrated to our country and learning our culture. In our way of life. They’re coming here because we live a better life. You can’t live this life. If you destroy it you’re …
We love people immigrated to our country and learning our culture. In our way of life. They’re coming here because we live a better life. You can’t live this life. If you destroy it you’re just gonna make it back into the country. You just left and there’s no place to go from here.
Identity Attack0.058401883
Insult0.022448512
Profanity0.017299367
Threat0.010550622
Severe Toxicity0.0029754639
Low Tox 0.11057663 Constructive 0.517
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Am a christian from India, who had a PR back in 2013 and had traveled there for the paperwork. I traveled around Toronto for around 15 days and it was a lovely experience back then. …
Am a christian from India, who had a PR back in 2013 and had traveled there for the paperwork. I traveled around Toronto for around 15 days and it was a lovely experience back then. All but the Indians I encountered treated me well, to the indians I was another competition for their piece of land (so as to say). I unfortunately didn't settle in Canada due to some family emergency and had to come back to India for good, but on hind sight I think it was for the best, considering how bad the situation is in Canada. If one migrates to another country they should assimilate in the existing culture so that they can keep alive the very soul of the land they moved to, not try to make it another India...
Identity Attack0.10221587
Insult0.033570543
Profanity0.026044132
Threat0.0086087575
Severe Toxicity0.0037574768
Low Tox 0.10913446 Constructive 0.818 Personal_Narrative
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I love how they tax half our income then act like heroes when they give back a max $420 per person. And I’m sure you need to be near poor line to get that.
I love how they tax half our income then act like heroes when they give back a max $420 per person. And I’m sure you need to be near poor line to get that.
Identity Attack0.0050687063
Insult0.060752302
Profanity0.015454767
Threat0.006375613
Severe Toxicity0.0014209747
Low Tox 0.10870059 Moderate Con 0.406 Policy_Critique
Jan 18, 2026 Canada’s new rules in 2026
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find …
I am a newly arriving immigrant Indian. Been a year now and I have a good job and I am really loving what Canada has to offer. I agree with the frustration - I find myself cringing at the videos of people violating public norms of decency, and the job market is really bad now for services as companies are employing a lot of migrants for a cheaper price. Immigration control, regulation of companies so they cant go below a %age of Canadian citizen/residents along with effective government stimuli to boost the economy by targetting certain industries will tackle a lot of the problems. As for people discarding garbage anywhere and other unwanted behavior - name and shame. These videos are also going public at least in India as a source of great shame and the more eyes on it, the less people will repeat things of this nature.
Identity Attack0.06340405
Insult0.034451995
Profanity0.019007329
Threat0.007521313
Severe Toxicity0.0027656555
Low Tox 0.10696511 Constructive 0.865
Aug 26, 2025 Why Canadians Are Turning Against …
I love the man on the bicycle ❤. Honest AF 💯💯💯💯
I love the man on the bicycle ❤. Honest AF 💯💯💯💯
Identity Attack0.010433395
Insult0.023093075
Profanity0.09389619
Threat0.01187109
Severe Toxicity0.0076293945
Low Tox 0.10566349 Moderate Con 0.493 Solidarity
Feb 21, 2026 Inside Canada's Indian Invasion...
I love that guy with the bikee
I love that guy with the bikee
Identity Attack0.013546381
Insult0.028612386
Profanity0.06145202
Threat0.011560392
Severe Toxicity0.00541687
Low Tox 0.104795754 Moderate Con 0.418
Jan 27, 2026 Inside Canada's Indian Invasion...
Proof that Canadians love the Indian..
Proof that Canadians love the Indian..
Identity Attack0.08831879
Insult0.025155678
Profanity0.014942379
Threat0.006272047
Severe Toxicity0.002632141
Low Tox 0.103060275 Moderate Con 0.357 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All …
hey I feel sorry for them too, but theirs about 2 billion poor people that would love to emigrate to europe…how many are you going to take in ? half a billion? A billion? All 2 billion ? what’s the limit? And what happens when you reach the limit and they still keep coming in ?
Identity Attack0.047190998
Insult0.026960457
Profanity0.015591404
Threat0.007353018
Severe Toxicity0.0023269653
Low Tox 0.102192536 Moderate Con 0.325
Mar 24, 2018 1 likes How much do refugees and …
I’d love to see what these figures are now 😂 this video was posted SEVEN years ago. Now we spend BILLIONS of tax money every year to support immigrants and refugees
I’d love to see what these figures are now 😂 this video was posted SEVEN years ago. Now we spend BILLIONS of tax money every year to support immigrants and refugees
Identity Attack0.052944973
Insult0.02193286
Profanity0.016957775
Threat0.006861079
Severe Toxicity0.0024414062
Low Tox 0.1013248 Moderate Con 0.394 Economic_Argument
Sep 10, 2025 How much do refugees and …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 …
If I remember right canada first house crises was in the 19’s something and back then they started making more houses to resolved this problem………………..,… And I am thinking that getting immigrants from only 1 country might not be good, because of countries, society mentality…………. One Example ; a-lot people in the USA are strong guns advocate, if Canada only get people from the US and because the majority of Americans love their guns, they may advocate to have more guns freedom in Canada and teach their children guns loving mentality. So it is probably best to mix individual from various country to minimize this outcome. ………………. In any case immigration are very important for countries whom don’t make a lot of babies, to survive and stay strong in today’s world where weak countries are getting crushed by strong countries……………… what make countries strong is their population, where government take taxes to pay and buy defensive guns to defend a country without the need to go into dept and sell its soul to powerful countries. I did not go to any university and yet I was able to understand this …
Identity Attack0.04151922
Insult0.030595649
Profanity0.016342908
Threat0.013372798
Severe Toxicity0.0030517578
Low Tox 0.1013248 Constructive 0.579
Jul 20, 2025 How Canada broke its immigration …
Asmon is gonna love the bike guy
Asmon is gonna love the bike guy
Identity Attack0.0103594
Insult0.02425329
Profanity0.04667213
Threat0.010654188
Severe Toxicity0.003929138
Low Tox 0.1013248 Low Con 0.212 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this …
As a Canadian I think immigration is a good thing, but the liberal government has completely broken that system. The people coming here do not assimilate into Canadian culture and they do not respect this country. This isn't the Canada I grew up in and it's not the Canada that I want to keep living in. I hope it will be fixed. I love Canada
Identity Attack0.06385879
Insult0.028832749
Profanity0.011133623
Threat0.0067186756
Severe Toxicity0.002231598
Low Tox 0.10045706 Constructive 0.625
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I never been near Brampton, but actually it looks kinda chill😀 I love Indian and Pakistani food. From your Middle Eastern neighbour in Missassauaga 😂😂😂😂😂😂
I never been near Brampton, but actually it looks kinda chill😀 I love Indian and Pakistani food. From your Middle Eastern neighbour in Missassauaga 😂😂😂😂😂😂
Identity Attack0.06704199
Insult0.020837102
Profanity0.021876704
Threat0.007327127
Severe Toxicity0.003452301
Low Tox 0.10045706 Constructive 0.597 Solidarity
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
GET THE GUY ON THE BIKE & VEST ON SOMEONES PODCAST.....NOW! FOR THE LOVE OF ALL THAT IS HONEST
GET THE GUY ON THE BIKE & VEST ON SOMEONES PODCAST.....NOW! FOR THE LOVE OF ALL THAT IS HONEST
Identity Attack0.0040142676
Insult0.026058068
Profanity0.02023706
Threat0.01187109
Severe Toxicity0.003490448
Low Tox 0.09958932 Low Con 0.219 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Love the Polish guy with his honesty 😂😂😂😂😂😂
Love the Polish guy with his honesty 😂😂😂😂😂😂
Identity Attack0.052035484
Insult0.020772645
Profanity0.034397304
Threat0.009851551
Severe Toxicity0.0051498413
Low Tox 0.09872158 Moderate Con 0.33
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 …
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 years ago when I came here. I learned true Canadian cultures from my host family and my Canadian friends. Honestly, there are some immigrants who are coming to Canada who are not trying to learn and even tried to integrate into the culture. You don't come to someone's home and destroy it. You want to make yourself welcomed in Canada. Canada is an amazing country please don't destroy it. I worked hard to stay in Canada and I love this country. I also pay my taxes for some people to get their free stuffs when they entered into Canada, what is going on? Love Canada and let's us united again. ❤❤❤❤❤
Identity Attack0.048737846
Insult0.032689095
Profanity0.022423252
Threat0.009230154
Severe Toxicity0.0027275085
Low Tox 0.09828771 Constructive 0.866
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
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)
Be love ur mind and drive
Be love ur mind and drive
Identity Attack0.005438685
Insult0.031146556
Profanity0.026317406
Threat0.0100069
Severe Toxicity0.0032043457
Low Tox 0.09741997 Moderate Con 0.322 Meta_Commentary
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Loved this video as an Indian hahah
Loved this video as an Indian hahah
Identity Attack0.06340405
Insult0.019870255
Profanity0.041912504
Threat0.010447056
Severe Toxicity0.0050354004
Low Tox 0.09568449 Moderate Con 0.461 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I love the Monkey King statue
I love the Monkey King statue
Identity Attack0.008583503
Insult0.026831545
Profanity0.072882555
Threat0.009851551
Severe Toxicity0.0036621094
Low Tox 0.09568449 Moderate Con 0.333 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods …
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods the government of Canada is doing to push the numbers too high and too quickly is what's surprising to many. It's the accountability of the government that should be under scrutiny. If immigration was moderate and consistent, the social issues would not be as rampant, but social media loves stir the pot. This is also happening while Canada's housing infrastructure is crumbling, healthcare is deteriorating and general cost of living in Canada has skyrocketed and priced many Canadians out of simple living and enjoyment. Do you think Canadians today are as happy or well off as Canadians even 5 years ago? Do the results reflect that of other countries besides Canada?
Identity Attack0.049989145
Insult0.032138187
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0020599365
Low Tox 0.09568449 Constructive 0.863 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
These are the people who are expected to "defend Canada" because they have such an ancestral love of it and not because they're economic migrants looking for the most money at the lowest personal cost.
These are the people who are expected to "defend Canada" because they have such an ancestral love of it and not because they're economic migrants looking for the most money at the lowest personal cost.
Identity Attack0.048737846
Insult0.031807642
Profanity0.011116544
Threat0.006000186
Severe Toxicity0.0016021729
Low Tox 0.09481675 Moderate Con 0.484 Identity_Assertion
Jan 23, 2026 Inside Canada's Indian Metropolis (Brampton)
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.* The bigger it is, the more Tyler loves it !!!
*One thing about Tyler Oliveira I know for a fact is that Tyler loves c@ck.* The bigger it is, the more Tyler loves it !!!
Identity Attack0.009767435
Insult0.018581128
Profanity0.058445938
Threat0.008841781
Severe Toxicity0.0051498413
Low Tox 0.09351514 Moderate Con 0.357 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I love Indians, in india
I love Indians, in india
Identity Attack0.06158508
Insult0.020450363
Profanity0.028913507
Threat0.011068452
Severe Toxicity0.004825592
Low Tox 0.09351514 Moderate Con 0.46
Jan 27, 2026 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.