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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

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Active: "I see them and I …" 1,182 comments · Page 43 of 48
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
All I see are people who came from one country into another and created a community. Nothing different from Greek Town, Chinatown, little Italy etc. in Toronto
Identity Attack0.02238941
Insult0.0151129225
Profanity0.0117997285
Threat0.0059807673
Severe Toxicity0.0012874603
Low Tox 0.03828422 Moderate Con 0.495 Moral_Argument
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
I clearly see Canada’s government problems and administrative faults. It’s very concerning.
I clearly see Canada’s government problems and administrative faults. It’s very concerning.
Identity Attack0.012139536
Insult0.02051482
Profanity0.00948544
Threat0.0059840037
Severe Toxicity0.00091552734
Low Tox 0.03828422 Moderate Con 0.443
Dec 31, 2025 IRCC Names India in Study …
Sad to see a downfall
Sad to see a downfall
Identity Attack0.004402745
Insult0.012414906
Profanity0.016889455
Threat0.00899713
Severe Toxicity0.0015354156
Low Tox 0.038048524 Moderate Con 0.416 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
the guy on the bike is a legend, says how it is. if you see him buy him a beer
the guy on the bike is a legend, says how it is. if you see him buy him a beer
Identity Attack0.0034038029
Insult0.017012933
Profanity0.014839902
Threat0.008634649
Severe Toxicity0.0015163422
Low Tox 0.037577134 Constructive 0.564 Solidarity
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
ice would eye lid when seeing.
ice would eye lid when seeing.
Identity Attack0.0035517942
Insult0.012186904
Profanity0.015079016
Threat0.010757755
Severe Toxicity0.0018024445
Low Tox 0.037577134 Moderate Con 0.34 Meta_Commentary
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Could you please go to Antarctica and see what's going on there?
Could you please go to Antarctica and see what's going on there?
Identity Attack0.00673361
Insult0.011768902
Profanity0.014532468
Threat0.008841781
Severe Toxicity0.0019550323
Low Tox 0.03734144 Low Con 0.289 Humor_Satire
Feb 8, 2026 Inside Canada's Indian Invasion...
This guy is giving mixed messages… I just can’t see “ we don’t have the workers” to the degree he is saying
This guy is giving mixed messages… I just can’t see “ we don’t have the workers” to the degree he is saying
Identity Attack0.00310782
Insult0.01929015
Profanity0.012926984
Threat0.006084333
Severe Toxicity0.00084400177
Low Tox 0.03734144 Moderate Con 0.341 Meta_Commentary
Jan 20, 2026 3 likes Why Canada’s immigration system has …
As you can see in the comments, Canadians are not crying.
As you can see in the comments, Canadians are not crying.
Identity Attack0.019475231
Insult0.015948927
Profanity0.011526455
Threat0.0063432488
Severe Toxicity0.0010681152
Low Tox 0.03734144 Moderate Con 0.303 Meta_Commentary
Jan 1, 2026 Deportations From Canada at Their …
I see nothing wrong with indians in this country, i work with them. They are good people.
I see nothing wrong with indians in this country, i work with them. They are good people.
Identity Attack0.026408968
Insult0.012490907
Profanity0.022833163
Threat0.009230154
Severe Toxicity0.002784729
Low Tox 0.036634352 Constructive 0.558 Solidarity
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
See that game you played in Tim Horntans, you should come to Ireland and play that here......
See that game you played in Tim Horntans, you should come to Ireland and play that here......
Identity Attack0.007806548
Insult0.013858915
Profanity0.013576009
Threat0.008026198
Severe Toxicity0.0015354156
Low Tox 0.03545588 Moderate Con 0.424 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I really hope the RCMP sees this video
I really hope the RCMP sees this video
Identity Attack0.009471451
Insult0.0113889
Profanity0.021466793
Threat0.012233571
Severe Toxicity0.0030326843
Low Tox 0.035220183 Moderate Con 0.446 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US …
I was born in Canada, But Our Family migrated to the USA when I was 2 years old in 1976 we adapted to the USA culture. I grew up on US values. US laws, US living. Our Family moved back in Canada in 1997 to Nova Scotia. We then adapted back to the Canadian culture. Mother and Father taught us to always support the country you live in. Adapt to it's culture and rules. I live in Quebec now in Montreal been here since 2018. I'm always learning french here and there but speak mostly english. But I support the french language. Some days on the weekend though downtown when I see all the immigrants praying in the streets I am starting to miss the USA though. But I do not process an Green Card anymore.
Identity Attack0.016460562
Insult0.018001022
Profanity0.015386449
Threat0.006641001
Severe Toxicity0.0015830994
Low Tox 0.034984488 Constructive 0.778
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope …
I see this video as an Indian living happily in India. My neighbourhood is as clean as any Western nation's, if not better. The civic sense is improving (still a way to go). I hope Canadians get to live the way they want.
Identity Attack0.024198212
Insult0.012452906
Profanity0.012141321
Threat0.0066215824
Severe Toxicity0.0014209747
Low Tox 0.034748793 Constructive 0.744 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Let’s see the proof. I highly doubt anyone is getting deported.
Let’s see the proof. I highly doubt anyone is getting deported.
Identity Attack0.011099357
Insult0.010134893
Profanity0.011902207
Threat0.008582866
Severe Toxicity0.001206398
Low Tox 0.034748793 Low Con 0.211
Dec 25, 2025 Deportations From Canada at Their …
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been …
This feels 6-8 years too late, You could even argue it as far back as 2010. We should've never kept our numbers at such high of a % of our population, it should've always been focused industries only such as agriculture. Instead our business model is basically : Cheap Labour via Worker Visas, Housing Market due to quick and massive population boost and Student Visas making them pay 3.5x more than regular students that encourages post-secondary schools to choose international over domestic which may also have long-term consequences as we see many immigrants go back to their home or take their degree to a higher paying nation.
Identity Attack0.003884775
Insult0.019419061
Profanity0.013576009
Threat0.00636914
Severe Toxicity0.0010824203
Low Tox 0.034748793 Constructive 0.527 Policy_Critique
Jan 19, 2026 9 likes Why Canada’s immigration system has …
massive fan of your work, really happy to see you shining a light on the genuine invasion going on in canada right now, keep it up g
massive fan of your work, really happy to see you shining a light on the genuine invasion going on in canada right now, keep it up g
Identity Attack0.013345404
Insult0.013630914
Profanity0.011184863
Threat0.007637825
Severe Toxicity0.0015735626
Low Tox 0.034277402 Constructive 0.567
Jan 27, 2026 Inside Canada's Indian Invasion...
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
Anyone ever notice that all western nations do things simultaneously? Still, they don't see an Empire.
Anyone ever notice that all western nations do things simultaneously? Still, they don't see an Empire.
Identity Attack0.013646871
Insult0.01309891
Profanity0.013780965
Threat0.007145886
Severe Toxicity0.0011348724
Low Tox 0.03357032 Low Con 0.206
Dec 25, 2025 Deportations From Canada at Their …
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to …
I want to say thank you for high lighting this problem in a compassionate and professional manner, this video is not blaming the newcomers, it is the govt who did not have the foresight to see a problem before opening the flood gates. My grandpa was an immigrant, my husband's grandparents were as well. They came here with nothing, no handouts, worked hard in this country ❤
Identity Attack0.016058605
Insult0.012376905
Profanity0.013507691
Threat0.006699257
Severe Toxicity0.0011014938
Low Tox 0.03309893 Constructive 0.845
Nov 23, 2025 1 likes Why Canadians Are Turning Against …
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower …
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower to middle class ) would say things are fine and if we took a moment to get opinions in a couple cities or even towns in Canada ( Ontario specifically) and ask the lower to middle class we will see just how negative the impact is on us.
Identity Attack0.017967897
Insult0.0142009165
Profanity0.009920971
Threat0.006162008
Severe Toxicity0.00084400177
Low Tox 0.032863233 Constructive 0.75
Aug 31, 2025 8 likes Why Canadians Are Turning Against …
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Come to New Zealand and you'll see exactly the same. Probably a similar experience in many western countries sadly
Identity Attack0.015154205
Insult0.012680908
Profanity0.012585391
Threat0.006874025
Severe Toxicity0.0011539459
Low Tox 0.032627538 Moderate Con 0.5
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I see this is more of a Canadian government immigrations policies are responsible for the situation Brampton is in. I lived there for 10 yrs but moved on for past 5 yrs now. Unchecked rampant …
I see this is more of a Canadian government immigrations policies are responsible for the situation Brampton is in. I lived there for 10 yrs but moved on for past 5 yrs now. Unchecked rampant liberal immigration has led to this. We should not single out one particular community though, it will not help the current situation anyway.
Identity Attack0.017967897
Insult0.013934915
Profanity0.009536679
Threat0.0062008454
Severe Toxicity0.0009727478
Low Tox 0.032391842 Constructive 0.793
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the …
I came here 25 years ago from India. While growing up, I would go to the terrace of my home and turn the antenna to get Cbc at night. I watched Air Farce One, the green show, NFB and Cbc and was always fascinated with Canada. I knew then when I was 20 that I will make Canada home. I wrote my IELTS ENGLISH test, studied here with good grades. And I did. I have an amazing career and young kids. And I have loved everyday of it. I have watched rerun of trailer park boys about 10 or so times already, watched Corner gas, watch hockey, I have embraced the weather, the people and the values this nation stands for. I have travelled coast to coast and to the great north. Heck I have been to more places in Canada with my job than other Canadians who are born and raised here. Now all I see there these ignorant, entitled effs thinking they can come and change the way of life. Like how Don Cherry said, they want the milk and honey but won't respect the values. I am effing done with this immigration and the government. Steven Harper was the prime minister when I got my citizenship and it was the proudest moment of my life. I really hope Canadians wake up. I know exactly why the racism has gone up and I don't blame the Canadians at all. These clowns bought it on to themselves. I just had enough and wish things would back to how it was 20 or so years ago.
Identity Attack0.011321344
Insult0.016556932
Profanity0.019348921
Threat0.007534259
Severe Toxicity0.0019073486
Low Tox 0.032156147 Constructive 0.658
Sep 20, 2025 26 likes Inside Canada's Indian Metropolis (Brampton)
You should see my Doctors Office
You should see my Doctors Office
Identity Attack0.003921773
Insult0.011692902
Profanity0.015557245
Threat0.0086087575
Severe Toxicity0.0014686584
Low Tox 0.03192045 Moderate Con 0.4 Personal_Narrative
Nov 22, 2025 1 likes Thousands of refugees allowed into …
Too late to stop. You already see them everywhere you go in Canada
Too late to stop. You already see them everywhere you go in Canada
Identity Attack0.010729378
Insult0.012642908
Profanity0.010621235
Threat0.008220384
Severe Toxicity0.0012493134
Low Tox 0.031684756 Low Con 0.264 Fear_Threat
Sep 19, 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.