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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: "How they are going to …" 2,613 comments · Page 77 of 105
Like there going any were except too the Hilton double tree to wait 10 years for there first hearing bring in ice and tell them we don't need them or like them! As old dr …
Like there going any were except too the Hilton double tree to wait 10 years for there first hearing bring in ice and tell them we don't need them or like them! As old dr Robert strange of Nova Scotia says LOCK It down!
Identity Attack0.0061046463
Insult0.028392024
Profanity0.015523086
Threat0.01508414
Severe Toxicity0.0026130676
Low Tox 0.08716487 Moderate Con 0.405 Policy_Critique
Jan 15, 2026 5 likes 2.9 million Canadian temporary visas …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in …
IMO the big thing is that more housing and infrastructure need to be built to keep pace with people in an area - as housing standards are being violated - like 8 people living in an apartment is just extreme even for student housing. The crime rate dropped off massively we need to be careful about it increasing however more people equals more crime but equal or lower per capita crime rate. Poverty is always going to be poverty. The poverty issue is made worse because chornically unemployed pepole have seen their supports not keep up with inflation to the point its basically impossible to get housing on social safety net payments. This means that unemployed people basically end up homeless now. 7 m² per person for rooms with four or more occupants aged 18 or older. People should not just be packed into buildings that violate legal space and housing standards. The whole community IS government not a religious organization. This really frustrates me because the government should be insuring those standards are met not privatization of humanitarianism. Government should be humanitarian.
Identity Attack0.00984143
Insult0.033901088
Profanity0.021876704
Threat0.007935578
Severe Toxicity0.002336502
Low Tox 0.08716487 Constructive 0.802
Sep 29, 2025 Inside Canada's Indian Metropolis (Brampton)
these people knew the program was ending these people need to go home 👋🏾 🎈
these people knew the program was ending these people need to go home 👋🏾 🎈
Identity Attack0.0075845607
Insult0.026960457
Profanity0.015591404
Threat0.008738215
Severe Toxicity0.0022220612
Low Tox 0.08637348 Low Con 0.212
Nov 27, 2025 Quebec Ends Economic Immigration Program …
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 …
When are you going to swing by Surrey, BC? It's just like Brampton. lol
When are you going to swing by Surrey, BC? It's just like Brampton. lol
Identity Attack0.008583503
Insult0.028061481
Profanity0.02030538
Threat0.008764107
Severe Toxicity0.002374649
Low Tox 0.085582085 Moderate Con 0.379 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
There's a big influx of them working at Wal-Mart and Tim Hortons here in Thunderbay Ontario. I was at moneymart a few months back and got served by a beautiful indian woman. I cashed my …
There's a big influx of them working at Wal-Mart and Tim Hortons here in Thunderbay Ontario. I was at moneymart a few months back and got served by a beautiful indian woman. I cashed my check and took her out on a date. Happy to say we're going steady lol
Identity Attack0.04332388
Insult0.024382202
Profanity0.022149978
Threat0.00704232
Severe Toxicity0.0021839142
Low Tox 0.08479069 Constructive 0.72
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
Identity Attack0.034816213
Insult0.015568925
Profanity0.016479544
Threat0.011379151
Severe Toxicity0.0024414062
Low Tox 0.08479069 Low Con 0.297 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
🫠 800 illegal colleges in Ontario. Do you want your kids to go to Stanford? There is one in Brampton ❤😂
🫠 800 illegal colleges in Ontario. Do you want your kids to go to Stanford? There is one in Brampton ❤😂
Identity Attack0.029402243
Insult0.025284592
Profanity0.0118338885
Threat0.006330303
Severe Toxicity0.0015735626
Low Tox 0.083999306 Moderate Con 0.31
Oct 2, 2025 3 likes IRCC Names India in Study …
Pls go to Epstein again
Pls go to Epstein again
Identity Attack0.0061046463
Insult0.0233509
Profanity0.019280603
Threat0.008815889
Severe Toxicity0.0026893616
Low Tox 0.083999306 Low Con 0.286 Advertisement_Spam
Feb 6, 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...
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of …
Between immigrants and other countries that take tax money from the system is the reason why we are in the situation we are in. You may say why is that. I say the billions of dollars spent elsewhere could be spent on the people where it was taken from in the beginning. Canadians could be not living under the poverty rate or homeless or this opioid addiction do you know how much the medication cost for suboxone or methadone 375 a month. Meanwhile the cost for a prescription of hydromorphone cast 130 to 150 a month. So sick of how much money goes on this big opioid crisis and how much it could be helped. Housing homelessness could be solved. The list goes on the billions of dollars could help the Canadian people's. Mental health is at an all-time high what do you think people are going to do soon mabe look at the fires that happened purposely. Or soon to be homegrown terrorists. All because of spending tax money carelessly add not giving the citizens what they deserve. Sad butt it's inedible.
Identity Attack0.034816213
Insult0.028942931
Profanity0.013780965
Threat0.006861079
Severe Toxicity0.002117157
Low Tox 0.08320791 Constructive 0.721
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Everyone should stop going to Tim Hortons.
Everyone should stop going to Tim Hortons.
Identity Attack0.005512681
Insult0.026831545
Profanity0.013849284
Threat0.0072753434
Severe Toxicity0.0012397766
Low Tox 0.08320791 Low Con 0.285 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Same issue in Australia however in England with all the stuff going on they are respected and are seen as fellow patriots by native Brits weird isnt it
Same issue in Australia however in England with all the stuff going on they are respected and are seen as fellow patriots by native Brits weird isnt it
Identity Attack0.051580742
Insult0.023093075
Profanity0.019485557
Threat0.0067251488
Severe Toxicity0.0021648407
Low Tox 0.08241652 Constructive 0.551
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I’m a truck driver and i can’t stand going there!
I’m a truck driver and i can’t stand going there!
Identity Attack0.0051427023
Insult0.020256994
Profanity0.021603432
Threat0.009204263
Severe Toxicity0.002298355
Low Tox 0.08241652 Moderate Con 0.461 Personal_Narrative
Jan 27, 2026 28 likes Inside Canada's Indian Invasion...
I meet a young women ilegal from Tunisia get student visa to go Canada to USA , she was workimg ilegal in USA until paid to married etc
I meet a young women ilegal from Tunisia get student visa to go Canada to USA , she was workimg ilegal in USA until paid to married etc
Identity Attack0.06385879
Insult0.019419061
Profanity0.014464149
Threat0.0063432488
Severe Toxicity0.0018978119
Low Tox 0.081625134 Constructive 0.532 Personal_Narrative
Feb 22, 2026 Inside Canada's Indian Invasion...
One mistake; improper or little to no vetting. Language, criminal records and body language to an extent. I would go as far as introducing a lie detector test.
One mistake; improper or little to no vetting. Language, criminal records and body language to an extent. I would go as far as introducing a lie detector test.
Identity Attack0.0023401144
Insult0.033460364
Profanity0.012277958
Threat0.0073789097
Severe Toxicity0.0012779236
Low Tox 0.081625134 Moderate Con 0.328
Aug 24, 2025 19 likes Why Canadians Are Turning Against …
😂😂😂theyre only going to name the numbers ethnicity or figures lol Canada NEVER EVER removes or ever took action to remove them. NEVER ever will. 😂😂 These students are living in 700,000$ houses paying mortgages …
😂😂😂theyre only going to name the numbers ethnicity or figures lol Canada NEVER EVER removes or ever took action to remove them. NEVER ever will. 😂😂 These students are living in 700,000$ houses paying mortgages and driving 85k financed cars and working 150,000$ jobs 😂😂
Identity Attack0.02048012
Insult0.021481665
Profanity0.017914234
Threat0.008505191
Severe Toxicity0.0029182434
Low Tox 0.081625134 Moderate Con 0.303
Sep 29, 2025 IRCC Names India in Study …
No real Canadian is ever going to feel bad about this
No real Canadian is ever going to feel bad about this
Identity Attack0.053854458
Insult0.019032324
Profanity0.016547862
Threat0.008090926
Severe Toxicity0.0019550323
Low Tox 0.081625134 Low Con 0.26 Identity_Assertion
Nov 23, 2025 11 likes Quebec Ends Economic Immigration Program …
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver …
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver or Toronto? 🤢🤢🤢☣.Nothing to do with the present administration.
Identity Attack0.0012434248
Insult0.0013390502
Profanity0.00020500357
Threat0.084166765
Severe Toxicity0.00002814877
Low Tox 0.08084941 Fear_Threat
Dec 23, 2025
What about the health care all the infrastructure education. They must go home
What about the health care all the infrastructure education. They must go home
Identity Attack0.009027477
Insult0.023221988
Profanity0.013507691
Threat0.00951496
Severe Toxicity0.0021362305
Low Tox 0.08083374 Low Con 0.272 Policy_Critique
Nov 2, 2025 How much do refugees and …
If I was homeless I'd definitely be going to the temple rather than the homeless shelter to get my free lunch.
If I was homeless I'd definitely be going to the temple rather than the homeless shelter to get my free lunch.
Identity Attack0.025002124
Insult0.025026767
Profanity0.012414595
Threat0.006259101
Severe Toxicity0.0015640259
Low Tox 0.08083374 Constructive 0.515
Sep 18, 2025 359 likes Inside Canada's Indian Metropolis (Brampton)
Seriously? Interviewing a guy who lives in a shelter, asking him about iq and job opportunities? Really dude? Just cuz you have a platform, we can take everyone’s views as truth. Go find better people …
Seriously? Interviewing a guy who lives in a shelter, asking him about iq and job opportunities? Really dude? Just cuz you have a platform, we can take everyone’s views as truth. Go find better people to interview.
Identity Attack0.002034882
Insult0.030375287
Profanity0.015454767
Threat0.006576272
Severe Toxicity0.0011491776
Low Tox 0.08083374 Low Con 0.262 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Guy on the bike talking facts that everyone is too scared to say but go home and say with their friends 😂
Guy on the bike talking facts that everyone is too scared to say but go home and say with their friends 😂
Identity Attack0.0037922803
Insult0.026960457
Profanity0.018119188
Threat0.00756015
Severe Toxicity0.0016784668
Low Tox 0.08083374 Moderate Con 0.32 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
"One Edmonton immigration lawyer" should acknowledge the "real life", "genuine" "harshest stories" that are being experienced by Canadians as a result of the massive numbers of immigrants that have taken up residence here in the …
"One Edmonton immigration lawyer" should acknowledge the "real life", "genuine" "harshest stories" that are being experienced by Canadians as a result of the massive numbers of immigrants that have taken up residence here in the past ten years. Housing, jobs, health care... we've watched Canadians go homeless, jobless, and die in line to see a doctor.
Identity Attack0.03919895
Insult0.024382202
Profanity0.010313802
Threat0.010110466
Severe Toxicity0.0023078918
Low Tox 0.08083374 Constructive 0.671 Economic_Argument
Jan 17, 2026 2 likes 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.