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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 just came from there …" 649 comments · Page 21 of 26
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— …
The Biden Administration did the same thing— Trump came in and turned the app into a self-deportation one. “Book your own free flight home on the CBP Home App… If we have to find you— you’ll never come back. If you book your own flight out thru this app, it is free and you have a chance to come back legally one day. We’ll even throw in $1K USD for spending. This way you get the change to say goodbye, pack, and plan to leave… otherwise, we will pick the time and place you’ll leave and you’ll end up detained while waiting to leave.”
Identity Attack0.00984143
Insult0.038566336
Profanity0.021056883
Threat0.010395273
Severe Toxicity0.0028800964
Low Tox 0.10175867 Moderate Con 0.433
Nov 20, 2025 6 likes Thousands of refugees allowed into …
This is same thing the natives were saying when the Europeans came with weapons.
This is same thing the natives were saying when the Europeans came with weapons.
Identity Attack0.041261412
Insult0.016936934
Profanity0.018665737
Threat0.029069828
Severe Toxicity0.0032615662
Low Tox 0.09958932 Low Con 0.183 Moral_Argument
Feb 19, 2026 4 likes Inside Canada's Indian Invasion...
I think it is important to realize that immigration comes in waves. right now we are seeing a huge wave of indian immigrants but eventually it will slow down and many will return home and …
I think it is important to realize that immigration comes in waves. right now we are seeing a huge wave of indian immigrants but eventually it will slow down and many will return home and a new wave will come. I think we often forget we are a country of immigrants. All of us have origins elsewhere, at one point the wave of immigration we came from caused "disruptions". Irish, Italian, Ukrainian ect. endlessly we were have waves of immigration. the best thing to do is learn about each others culture and realize we are all born under the same sun.
Identity Attack0.08004672
Insult0.025026767
Profanity0.024609445
Threat0.008414571
Severe Toxicity0.0031471252
Low Tox 0.09872158 Constructive 0.791
Dec 28, 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 …
HE CAME TO BRAMPTON RAHHHHH
HE CAME TO BRAMPTON RAHHHHH
Identity Attack0.0074365693
Insult0.022319598
Profanity0.035900343
Threat0.009877442
Severe Toxicity0.004787445
Low Tox 0.09828771 Low Con 0.189 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
I am an immigrant & am just speechless at the decay! Living here for over 18 yrs, this wasn't what we met when we first arrived. When we came here, we schooled & worked.... Now …
I am an immigrant & am just speechless at the decay! Living here for over 18 yrs, this wasn't what we met when we first arrived. When we came here, we schooled & worked.... Now you can't find any job. I lost my job in June.... And until now I can't find another. It was tough to get EI agreed to pay me a few weeks for the same money they collected from my pay. Somebody should tell the Liberal govt to stop bringing people pls.
Identity Attack0.04332388
Insult0.028061481
Profanity0.014156717
Threat0.0066345283
Severe Toxicity0.0017738342
Low Tox 0.09785384 Constructive 0.775 Personal_Narrative
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Ive been here for alist 10 years. here's the general Canadian narrative everyone says: "when we came we worked hard, but tge new commers don't want to work." it's a false argument based on assumption. …
Ive been here for alist 10 years. here's the general Canadian narrative everyone says: "when we came we worked hard, but tge new commers don't want to work." it's a false argument based on assumption. i think the main problem is actually the fake students. it has to do with the government and not the people.
Identity Attack0.020882076
Insult0.043250903
Profanity0.013268576
Threat0.0063626673
Severe Toxicity0.0014305115
Low Tox 0.09741997 Constructive 0.677
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was …
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was appalled and felt as a migrant it was offensive because Canada and by extension its flag was part of the Commonwealth and Britain's imperialist history with India made the Canadian flag offensive. 😳 I probably don't have to tell you what kind of comments he got.
Identity Attack0.060675595
Insult0.027347196
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.0020313263
Low Tox 0.09525062 Constructive 0.74
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
bro no way you came to toronto
bro no way you came to toronto
Identity Attack0.013847848
Insult0.027218282
Profanity0.018529098
Threat0.007029374
Severe Toxicity0.00207901
Low Tox 0.09481675 Moderate Con 0.318
Jan 27, 2026 Inside Canada's Indian Invasion...
Can thank Trudeau for the immigration mess we are in. Between 2015 to 2024, Canada took in just over 3 million immigrants. This does not include temporary foreign workers and international students both of which …
Can thank Trudeau for the immigration mess we are in. Between 2015 to 2024, Canada took in just over 3 million immigrants. This does not include temporary foreign workers and international students both of which saw a significant increase especially after mid-2022. About over one quarter of the new immigrants are from India and Pakistan. This likely explains how Brampton became the fastest growing city in Canada (ninth most populous municipality in Canada) and the third largest city in Ontario surpassing Mississauga at the start of 2025 behind Toronto and Ottawa. Trudeau preached immigration diversity but this is not diversity when over a quarter came from 2 countries.
Identity Attack0.04177703
Insult0.030926194
Profanity0.01220964
Threat0.0066280556
Severe Toxicity0.0019359589
Low Tox 0.09112182 Constructive 0.635 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
My Polish unckle lived in Toronto for 30 years. He came back to Poland lately. He was tired of this
My Polish unckle lived in Toronto for 30 years. He came back to Poland lately. He was tired of this
Identity Attack0.058856625
Insult0.020901557
Profanity0.020851927
Threat0.0077284453
Severe Toxicity0.002336502
Low Tox 0.09033044 Constructive 0.541 Personal_Narrative
Feb 10, 2026 Inside Canada's Indian Invasion...
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
I fully agree with Poland man. They look other immigrant who came many years ago whom their forefathers work so hard and make saving yet they want easy and fast money.
Identity Attack0.05976611
Insult0.022190686
Profanity0.012961143
Threat0.0067834044
Severe Toxicity0.0019454956
Low Tox 0.08953904 Constructive 0.631 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Brampton used to be majority Italian 40 years ago. Then they all fled east to Vaughan and Richmond Hill once the initial batches of Indians came in
Brampton used to be majority Italian 40 years ago. Then they all fled east to Vaughan and Richmond Hill once the initial batches of Indians came in
Identity Attack0.07177465
Insult0.02173949
Profanity0.02303812
Threat0.008065036
Severe Toxicity0.0026130676
Low Tox 0.08874765 Moderate Con 0.431 Comparative_Framing
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
As a canadian, thank you for posting this. You should've came to Surrey, BC too as it has now become the 44th most dangerous city in the world (I think we all know why)
Identity Attack0.032753747
Insult0.026315894
Profanity0.010996987
Threat0.007961469
Severe Toxicity0.0021743774
Low Tox 0.083999306 Constructive 0.688 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all …
I am from India came to Canada legally (gone through 7 months of processing and waiting , submitted countless documents , photos , chat history to prove relation status and professional experience, literally submitted all my life story) to obtain PR and come to Canada just to realize that people without any of these come from different parts of the world especially India bypassing the system and living better life working cash jobs and doing random stuff. When i went to take driving license first time, An Indian origin guy rejected my application saying that my Indian License wasn't looking original enough , where I have seen people who couldn't even speak basic English were applying to get license to drive trucks. It is sad to see how many of our people are bringing a lot of 'Indianness' to this country and live like it is their own turf. I have met many young and middle aged individuals who call themselves students who doesn't even have a clue of what they are studying. It is unbelievable how people of certain status live their life partying and enjoying breaking all sort of rules , dropping out of college etc. when people who are here legally and many Canadians struggling to pay rent / mortgages / insurances etc. Don't even want to talk about job security , its a joke. Finally happy to see someone raising voice.
Identity Attack0.034300596
Insult0.02982438
Profanity0.02208166
Threat0.007197669
Severe Toxicity0.0025367737
Low Tox 0.08241652 Constructive 0.741
Oct 22, 2025 IRCC Names India in Study …
bro these people are working an contributing to the economy whats the problem ? when the italians came to chicago and new york
bro these people are working an contributing to the economy whats the problem ? when the italians came to chicago and new york
Identity Attack0.04203484
Insult0.021803947
Profanity0.020988565
Threat0.007081157
Severe Toxicity0.0023555756
Low Tox 0.08241652 Moderate Con 0.403 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
She’s crying about making $21 an hour. I wish I was making that. It would also help if our youth came out of the basement, stopped playing video games, got off TikTok, stopped smoking that …
She’s crying about making $21 an hour. I wish I was making that. It would also help if our youth came out of the basement, stopped playing video games, got off TikTok, stopped smoking that “funny stuff,” and maybe actually tried applying for those jobs.
Identity Attack0.0032558115
Insult0.0279513
Profanity0.02071529
Threat0.006912862
Severe Toxicity0.001373291
Low Tox 0.08083374 Moderate Con 0.489 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
18k deported and 24k came in
18k deported and 24k came in
Identity Attack0.039972372
Insult0.015340924
Profanity0.01846078
Threat0.01052473
Severe Toxicity0.0027275085
Low Tox 0.08004235 Low Con 0.236
Dec 23, 2025 199 likes Deportations From Canada at Their …
It is time for these people to respect the decision of the government. They came here to learn and contribute, so they should return to their country and contribute there with what they have learned …
It is time for these people to respect the decision of the government. They came here to learn and contribute, so they should return to their country and contribute there with what they have learned and gained from Canada. Not stay here and force the government to bow down to their demands. They need to keep in mind that they are in Canada temporarily and are not citizens.
Identity Attack0.044612918
Insult0.024124376
Profanity0.010108846
Threat0.006874025
Severe Toxicity0.0017929077
Low Tox 0.08004235 Constructive 0.561
Nov 20, 2025 41 likes Quebec Ends Economic Immigration Program …
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)
I’m indo Canadian came in Canada 1990 I was 21 years old but I learned Canadian values culture I adopted… I have 2 sons booths in accounting my self zero crime or police never charged …
I’m indo Canadian came in Canada 1990 I was 21 years old but I learned Canadian values culture I adopted… I have 2 sons booths in accounting my self zero crime or police never charged me I love Canada… I’m proud to be Canadian I’m Sikh… I’ll will die for Canada….
Identity Attack0.026207991
Insult0.016784932
Profanity0.017162729
Threat0.030623792
Severe Toxicity0.0044441223
Low Tox 0.07845957 Constructive 0.65 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Most of them came here as students not as immigrants.
Most of them came here as students not as immigrants.
Identity Attack0.06385879
Insult0.018774498
Profanity0.013371054
Threat0.0060325502
Severe Toxicity0.0014972687
Low Tox 0.07687678 Moderate Con 0.361
Nov 28, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Should’ve came to Winnipeg Manitoba, it’s the same thing over here, send em home their visas expired
Should’ve came to Winnipeg Manitoba, it’s the same thing over here, send em home their visas expired
Identity Attack0.024801146
Insult0.022319598
Profanity0.012141321
Threat0.0077025536
Severe Toxicity0.0019454956
Low Tox 0.07687678 Moderate Con 0.335 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
Europeans came first now everyone else what's the difference?
Europeans came first now everyone else what's the difference?
Identity Attack0.038425524
Insult0.017227544
Profanity0.017709278
Threat0.007624879
Severe Toxicity0.0025558472
Low Tox 0.07687678 Low Con 0.216 Moral_Argument
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.