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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: "How they are going to …" 2,613 comments · Page 78 of 105
you video is back let's go
you video is back let's go
Identity Attack0.013445892
Insult0.019096779
Profanity0.03990845
Threat0.019746035
Severe Toxicity0.0061035156
Low Tox 0.08004235 Moderate Con 0.401 Meta_Commentary
Feb 5, 2026 Inside Canada's Indian Invasion...
Just give the land back to the 1st nations. Things will go right.
Just give the land back to the 1st nations. Things will go right.
Identity Attack0.033011556
Insult0.01632893
Profanity0.013780965
Threat0.010938995
Severe Toxicity0.0031471252
Low Tox 0.08004235 Low Con 0.242 Moral_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
They come here and then go to USA
They come here and then go to USA
Identity Attack0.039972372
Insult0.018967867
Profanity0.021603432
Threat0.008815889
Severe Toxicity0.0026893616
Low Tox 0.08004235 Low Con 0.223 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Immigrants r some of the hardest working people I know. They came to this country to work and give a better life to their families they have so much bravery and courage all I have …
Immigrants r some of the hardest working people I know. They came to this country to work and give a better life to their families they have so much bravery and courage all I have for them is respect and admiration. Of course there r going to be bad apples but that’s not the majority
Identity Attack0.048995655
Insult0.020837102
Profanity0.02119352
Threat0.007068211
Severe Toxicity0.0024223328
Low Tox 0.079250954 Constructive 0.659 Solidarity
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Good bye and go home 👋👋
Good bye and go home 👋👋
Identity Attack0.004125261
Insult0.026058068
Profanity0.016035475
Threat0.01086132
Severe Toxicity0.0030708313
Low Tox 0.079250954 Moderate Con 0.406
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Time to go home.
Time to go home.
Identity Attack0.00569767
Insult0.021417208
Profanity0.014327513
Threat0.011482717
Severe Toxicity0.0022888184
Low Tox 0.079250954 Moderate Con 0.392 Call_To_Action
Jan 15, 2026 19 likes 2.9 million Canadian temporary visas …
3:45 "It's what investors want, its what businesses want, it's what individuals need" as usual, no mention of the young Canadians drowning under massive rent and low entry level opportunities that were born here and …
3:45 "It's what investors want, its what businesses want, it's what individuals need" as usual, no mention of the young Canadians drowning under massive rent and low entry level opportunities that were born here and don't have an "out" to go to a different country. But oh no think of the poor international students!! Think of the businesses!
Identity Attack0.022992345
Insult0.02657372
Profanity0.0117997285
Threat0.007249452
Severe Toxicity0.0017166138
Low Tox 0.079250954 Constructive 0.574 Policy_Critique
Jan 26, 2026 Why Canada’s immigration system has …
Which way did they go??? Legal handgun owners again!
Which way did they go??? Legal handgun owners again!
Identity Attack0.0052166977
Insult0.017743196
Profanity0.013917602
Threat0.025961896
Severe Toxicity0.0030326843
Low Tox 0.079250954 Low Con 0.265 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Canada is not the country I grew up in if I could leave I would go to the states
Canada is not the country I grew up in if I could leave I would go to the states
Identity Attack0.052490227
Insult0.020579277
Profanity0.013610168
Threat0.006589218
Severe Toxicity0.0020599365
Low Tox 0.079250954 Moderate Con 0.411
Aug 25, 2025 34 likes Why Canadians Are Turning Against …
Go home. This isn't it.
Go home. This isn't it.
Identity Attack0.003089321
Insult0.025284592
Profanity0.014225035
Threat0.008194493
Severe Toxicity0.0019454956
Low Tox 0.079250954 Low Con 0.197 Identity_Assertion
Nov 27, 2025 Quebec Ends Economic Immigration Program …
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you …
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you go to Minnesota and its like Somalia , soon they will say theres no need for countries
Identity Attack0.04796442
Insult0.021159383
Profanity0.012380436
Threat0.007094103
Severe Toxicity0.0019741058
Low Tox 0.07845957 Moderate Con 0.328 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Canada is going to be 51st state soon. They can't sustain TRUMP attack...
Identity Attack0.009360458
Insult0.02567133
Profanity0.010672474
Threat0.012078222
Severe Toxicity0.0019550323
Low Tox 0.07845957 Low Con 0.157 Fear_Threat
Feb 13, 2026 1 likes Canada's tighter immigration policy divides …
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
Identity Attack0.058856625
Insult0.018516673
Profanity0.013712646
Threat0.007935578
Severe Toxicity0.0018787384
Low Tox 0.07845957 Moderate Con 0.478 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Its going to turn into India number 2 if we dont stop it!
Its going to turn into India number 2 if we dont stop it!
Identity Attack0.04023018
Insult0.018967867
Profanity0.023106437
Threat0.018192071
Severe Toxicity0.003490448
Low Tox 0.077668175 Low Con 0.187 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
When the indians . Indus .Punjabis going to back ?shht way to many way to many god 😢
When the indians . Indus .Punjabis going to back ?shht way to many way to many god 😢
Identity Attack0.109089136
Insult0.0047423025
Profanity0.0010661122
Threat0.00086353207
Severe Toxicity0.000012841906
Low Tox 0.07699497
Apr 21, 2025 1 likes
You should go just north of the Pearson airport to The (Great Punjab Business Centre) there is like 20+ immigration lawyers on 1 plaza and trucking school there is also another plaza that looks just …
You should go just north of the Pearson airport to The (Great Punjab Business Centre) there is like 20+ immigration lawyers on 1 plaza and trucking school there is also another plaza that looks just like this one in Surrey BC- (Payal Business Centre) both of these places have the biggest Indian population's no other culture needs this many immigration lawyers
Identity Attack0.052944973
Insult0.020579277
Profanity0.014874061
Threat0.006977591
Severe Toxicity0.0022697449
Low Tox 0.07687678 Constructive 0.616 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week …
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week later I found a job in the machineshop for 3.00 Dollars. Good thing the foreman found a portugiese employee who translated from spanish to english, I myself spoke german, ever since then I did I was on the upswing. The government gave me nothing, had enough money to go back. Always a dictionary in my pocket. In six weeks i know enough english to make the driverlicence and bought a car.
Identity Attack0.022590388
Insult0.030926194
Profanity0.019895468
Threat0.0069646453
Severe Toxicity0.0020122528
Low Tox 0.07687678 Constructive 0.654
Aug 10, 2019 14 likes How much do refugees and …
Quebec shows Canada how to do it that is the only way 🤔 out you go
Quebec shows Canada how to do it that is the only way 🤔 out you go
Identity Attack0.010063417
Insult0.0279513
Profanity0.014634945
Threat0.010162249
Severe Toxicity0.0024986267
Low Tox 0.07687678 Low Con 0.192 Identity_Assertion
Nov 25, 2025 Quebec Ends Economic Immigration Program …
We are under attack when will Canadians realize if we don't stand up and fight it's not going to stop
We are under attack when will Canadians realize if we don't stand up and fight it's not going to stop
Identity Attack0.031206898
Insult0.015720926
Profanity0.012892825
Threat0.03235042
Severe Toxicity0.0026893616
Low Tox 0.07687678 Moderate Con 0.398 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
The population going down INCREASES wages Its why you all have higher wages despite being the same gdp as Mexico
The population going down INCREASES wages Its why you all have higher wages despite being the same gdp as Mexico
Identity Attack0.047190998
Insult0.021481665
Profanity0.014464149
Threat0.006058442
Severe Toxicity0.0016784668
Low Tox 0.07608539 Moderate Con 0.33 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
10 years for only 86% of people to start contributing and/or speak the language... That is not a good thing. You had to go back to the 70's to find a success story too? What …
10 years for only 86% of people to start contributing and/or speak the language... That is not a good thing. You had to go back to the 70's to find a success story too? What does that say about the current situation? Asian Canadians tend to assimilate much better than other groups and it took a group of them a long time to do partially do so. How are the tens of thousands of people doing that hate us and our culture?
Identity Attack0.04693319
Insult0.023995465
Profanity0.012448754
Threat0.006576272
Severe Toxicity0.001449585
Low Tox 0.07608539 Constructive 0.648
Oct 23, 2018 2 likes How much do refugees and …
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Go to surrey bc lol the fastest way from India to China is the alexfraser bridge.
Identity Attack0.02048012
Insult0.02264188
Profanity0.025497584
Threat0.009126588
Severe Toxicity0.002861023
Low Tox 0.07608539 Low Con 0.264 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Lol Canadians aren't even going.
Lol Canadians aren't even going.
Identity Attack0.14631197
Insult0.010873457
Profanity0.00012526714
Threat0.00039165965
Severe Toxicity0.0000078662815
Low Tox 0.076035306 Humor_Satire
Dec 9, 2025
Go home, save Canada, make Canada Canadian again
Go home, save Canada, make Canada Canadian again
Identity Attack0.030175667
Insult0.020901557
Profanity0.012380436
Threat0.008893564
Severe Toxicity0.0030708313
Low Tox 0.075294 Low Con 0.185 Identity_Assertion
Jan 15, 2026 2.9 million Canadian temporary visas …

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.