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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

click to expand

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: "I see them and I …" 1,182 comments · Page 37 of 48
What we are seeing is the decline of western civilization.
What we are seeing is the decline of western civilization.
Identity Attack0.039972372
Insult0.021546122
Profanity0.019007329
Threat0.00933372
Severe Toxicity0.002670288
Low Tox 0.09611836 Low Con 0.163 Fear_Threat
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Is he serious? He said he doesn’t see any difference between India and Canada? Really?!!
Identity Attack0.053399716
Insult0.026702631
Profanity0.015113175
Threat0.0061878995
Severe Toxicity0.0019454956
Low Tox 0.09568449 Low Con 0.228 Question
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I want to see the conservatives just startbto snap on these interviews
I want to see the conservatives just startbto snap on these interviews
Identity Attack0.014350293
Insult0.02173949
Profanity0.026454043
Threat0.022335978
Severe Toxicity0.002632141
Low Tox 0.09525062 Low Con 0.287 Call_To_Action
Feb 24, 2026 'We do know that there's …
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want …
I wish more people would see this video, it’s not about being racism e about to be Canadian in the first place. Integration and respect to the country. They left fora better life and want to change the culture of this country to impose your on. This is not right. This has gone to far.
Identity Attack0.04951127
Insult0.026702631
Profanity0.012722028
Threat0.0065115434
Severe Toxicity0.001745224
Low Tox 0.09525062 Constructive 0.651
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
1:05. Sad to see. As Indians, you should be making free meals. Do what they do in Indian temples, especially the Golden temple, which provides 100,000 free meals a day.
1:05. Sad to see. As Indians, you should be making free meals. Do what they do in Indian temples, especially the Golden temple, which provides 100,000 free meals a day.
Identity Attack0.07508347
Insult0.018065477
Profanity0.015318131
Threat0.0069387536
Severe Toxicity0.0020980835
Low Tox 0.09481675 Constructive 0.621 Moral_Argument
Nov 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Doesn't deportation fix this tax dollars being wasted here is see . No more .
Doesn't deportation fix this tax dollars being wasted here is see . No more .
Identity Attack0.023193322
Insult0.021481665
Profanity0.011663092
Threat0.008427517
Severe Toxicity0.0019168854
Low Tox 0.09438288 Low Con 0.289 Policy_Critique
Oct 8, 2025 1 likes IRCC Names India in Study …
I see you still haven't hired any real journalists
I see you still haven't hired any real journalists
Identity Attack0.0039402717
Insult0.032468732
Profanity0.014122557
Threat0.0066215824
Severe Toxicity0.001115799
Low Tox 0.09394901 Low Con 0.22 Meta_Commentary
Jan 20, 2026 1 likes Why Canada’s immigration system has …
When will you come back???? I’d love to see you
When will you come back???? I’d love to see you
Identity Attack0.007473567
Insult0.019870255
Profanity0.03239325
Threat0.018537397
Severe Toxicity0.0051116943
Low Tox 0.09351514 Moderate Con 0.487 Meta_Commentary
Feb 6, 2026 9 likes Inside Canada's Indian Invasion...
it's so heartbreaking to see the Canada today as a result of uncontrolled "immigration" from one country...
it's so heartbreaking to see the Canada today as a result of uncontrolled "immigration" from one country...
Identity Attack0.047706615
Insult0.0279513
Profanity0.010279642
Threat0.006265574
Severe Toxicity0.001821518
Low Tox 0.09308127 Constructive 0.547
Nov 23, 2025 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 …
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...
Yes, they are entitled to wage subsidy yet my grandson can't find a summer job anywhere! They are also entitled to nice business incentives then only hire their own. When looking for accommodations I see …
Yes, they are entitled to wage subsidy yet my grandson can't find a summer job anywhere! They are also entitled to nice business incentives then only hire their own. When looking for accommodations I see " Preference given to Indian only " applications.
Identity Attack0.06658725
Insult0.02173949
Profanity0.013985921
Threat0.006149062
Severe Toxicity0.0019168854
Low Tox 0.09112182 Constructive 0.799
Aug 24, 2025 162 likes Why Canadians Are Turning Against …
Well I guess according to the guy on the bike the peaceful Canadians got the best of the foreigners. Now give him a interview in five years see how he changes his mind then
Well I guess according to the guy on the bike the peaceful Canadians got the best of the foreigners. Now give him a interview in five years see how he changes his mind then
Identity Attack0.0440973
Insult0.030485468
Profanity0.010365041
Threat0.007068211
Severe Toxicity0.0015640259
Low Tox 0.09112182 Low Con 0.293 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know …
I am sorry to see this, but unfortunately, this is the right move. We can't keep the 4 million people that Justing Trudeu has let in. Please apply and come back later. Again, I know it's not your fault. It's all the Liberal Gov's fault.
Identity Attack0.015757138
Insult0.034451995
Profanity0.012004685
Threat0.007145886
Severe Toxicity0.0016498566
Low Tox 0.09112182 Constructive 0.631
Nov 21, 2025 Quebec Ends Economic Immigration Program …
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 …
Only in Quebec I see no turban 👳 protesting against immigration laws
Only in Quebec I see no turban 👳 protesting against immigration laws
Identity Attack0.0440973
Insult0.025155678
Profanity0.0127561875
Threat0.0067445673
Severe Toxicity0.0019359589
Low Tox 0.08874765 Low Con 0.284 Identity_Assertion
Nov 20, 2025 25 likes Quebec Ends Economic Immigration Program …
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, …
I have experienced this firsthand. A few years ago, i visited Kingston (Near Toronto) to visit my indian friend. I met a lot of indian-canadians over there. They basically have their own community. To clarify, I'm not from Ontario. I live in a small town up north, so i dont reguarly see immigrants/people from different ethnic backgrounds.
Identity Attack0.10221587
Insult0.019419061
Profanity0.013678487
Threat0.006420923
Severe Toxicity0.0018119812
Low Tox 0.08874765 Constructive 0.773 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
The Collapse of Canada You see The Bible does state that the FALL OF NATIONS is Coming meaning Canada, US, Britain etc. and when you check it's happening!
Identity Attack0.036105253
Insult0.0233509
Profanity0.01261955
Threat0.008712323
Severe Toxicity0.0029563904
Low Tox 0.08795626 Low Con 0.289 Unverified_Claim
Feb 19, 2026 1 likes LILLEY UNLEASHED: The fall of …
How come you never see a homeless immigrant???
How come you never see a homeless immigrant???
Identity Attack0.053854458
Insult0.017743196
Profanity0.013166099
Threat0.007301235
Severe Toxicity0.0018882751
Low Tox 0.08637348 Low Con 0.267
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It …
The elephant in the room is the fact that the majority of immigrants come from one country. As someone who proudly escaped Canada I understand the difficulties of adapting and integrating into another culture. It is difficult and it would be far easier if there were just so many Canadians here that none of us have to adapt or learn a new language but could simply live in an insular community of Canadians and transplant our own culture here. When I go back to Canada I see that that is exactly what has happened there.
Identity Attack0.04564415
Insult0.030595649
Profanity0.01579636
Threat0.006097279
Severe Toxicity0.0020599365
Low Tox 0.08637348 Constructive 0.757 Personal_Narrative
Feb 17, 2026 13 likes LILLEY UNLEASHED: The fall of …
Yeah see if you as a citizen can get $50,000 dollars for a year....oh it's nothing she says!...lmao!
Yeah see if you as a citizen can get $50,000 dollars for a year....oh it's nothing she says!...lmao!
Identity Attack0.0030338243
Insult0.027841117
Profanity0.024814399
Threat0.0067316215
Severe Toxicity0.0018596649
Low Tox 0.085582085 Low Con 0.204
Sep 22, 2018 How much do refugees and …
Thank goodness a few people are smart enough and brave enough to see the truth and say it out loud a lot of the issues we have in our country are people are scared to …
Thank goodness a few people are smart enough and brave enough to see the truth and say it out loud a lot of the issues we have in our country are people are scared to be canceled and it’s destroying our home and our traditional ways of life
Identity Attack0.008657498
Insult0.028612386
Profanity0.015557245
Threat0.007948523
Severe Toxicity0.0017166138
Low Tox 0.083999306 Constructive 0.616 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at …
This all makes me very sad within the last 10 years because it's not what I grew up with and loved 😢 I grew up with multiculturalism enriching my childhood. Learning from different cultures at friends dinners and other different friends houses and attending eastern-themed event from all different parts of the East. There was so much to learn just in my own country from other people from other countries it was fascinating !!! I got to take part in different ceremonies and watch different people celebrate the same sort idea about something in much different ways, I loved it. I learned at least half of my best exterior Plastering tricks from people that had thick accents from all over the East and I'm better plasterer because of it. I learned cooking recipes in the kitchen that I probably never would have stumbled across randomly. I was shown in person all the nuances to certain ways different cultures cooked - like how amazing is that!! There are maybe only a few tricks that I was able to show in return but I always tried to do my best ! The amount of community an alternate types of activities or interesting festivals that without multiculturalism would not even exist . When I was young everybody new integrated into the neighborhood unit first got to know the neighbourhood we're introduced the community center and then obviously people have their own separate areas that they prefer. We first became one, one by one, and meet each other and try to have some fun together that's the whole point! Community or block parties when I was a kid had all of our parents looks like representatives from different countries, that's the way it used to be anyway.... where did it all go? I stopped seeing this type of beautiful multi-ethnic Harmony roughly 10 years ago. Not only that when I try to be a part of new things I am literally turned away or shunned in some weird way I don't know why... I can't even believe how I'm treated.
Identity Attack0.037394293
Insult0.024640027
Profanity0.023106437
Threat0.0071588317
Severe Toxicity0.0028419495
Low Tox 0.083999306 Constructive 0.852
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I've lived in Brampton for 26 years and see it change. I think you completely missed highlighting K-extremism through this video. The same people are involved in most of the crime too.
I've lived in Brampton for 26 years and see it change. I think you completely missed highlighting K-extremism through this video. The same people are involved in most of the crime too.
Identity Attack0.01766643
Insult0.023221988
Profanity0.017299367
Threat0.008349842
Severe Toxicity0.0021076202
Low Tox 0.08320791 Constructive 0.765
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Visite Thailand or Vietnam, unfortunately they see the same overwhelming amount taking over there
Identity Attack0.04822223
Insult0.01961243
Profanity0.017299367
Threat0.00866054
Severe Toxicity0.002117157
Low Tox 0.08320791 Low Con 0.29 Fear_Threat
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.