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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Deport. Deport. Deport" 1,024 comments · Page 25 of 41
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in …
My daughter is a fully qualified for graphic Designer and yet (with thousands of $$$in student debt) cannot find a job. She actually put in her resume with an Indian name as well as in her own name. Guess which resume had a call for an interview, yes - the one with the Indian name. This is insane. I require personal health-care at home and i REFUSE TO have my Canadian worker be replaced with an immigrant from Kenya. Sorry but the Canadian worker has been here for 5 generations and then suddenly she's going to lose her house because of this situation with immigrants. Not if have anything to do with it if and when i can. Sharia law, and other foreign practices are not respectful to Canadian culture. If they dont assimilate to our culture, speak our official languages (French and English). Deport them all. ALL OF THE IMMIGRANTS MUST BE DEPORTED, ESPECIALLY ISLAMICS, AND MUSLIMS, AS WELL AS INDIANS. These immigrants are not respectful to the host country. The muslim women wearing hijabs (veils covering their entire faces should NOT BE PERMITTED for safety reasons) must follow our culture and expose their faces. From Canada 🇨🇦 ❤❤❤
Identity Attack0.26494437
Insult0.17858955
Profanity0.046171114
Threat0.0077802283
Severe Toxicity0.009841919
Low Tox 0.2853768 Constructive 0.67 Personal_Narrative
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
we need to assimilate them and if they refuse we deport.
we need to assimilate them and if they refuse we deport.
Identity Attack0.2028587
Insult0.060927123
Profanity0.04216301
Threat0.13717735
Severe Toxicity0.011978149
Low Tox 0.28425202 Low Con 0.16
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Northern health in prince rupert has hired at least 18 east Indians. Look at security making $33.00 an hour they sleep all night. Fix it .deport all. So Canadians can work. They wear there turbins, …
Northern health in prince rupert has hired at least 18 east Indians. Look at security making $33.00 an hour they sleep all night. Fix it .deport all. So Canadians can work. They wear there turbins, go back. The government, sold Canadians out
Identity Attack0.2839175
Insult0.08410009
Profanity0.019007329
Threat0.030969119
Severe Toxicity0.00957489
Low Tox 0.28425202 Moderate Con 0.386
Aug 25, 2025 Why Canadians Are Turning Against …
Deport. Deport. Deport
Deport. Deport. Deport
Identity Attack0.11744241
Insult0.06794841
Profanity0.03489832
Threat0.05430072
Severe Toxicity0.018320406
Low Tox 0.28425202 Low Con 0.249 Call_To_Action
Dec 25, 2025 61 likes Deportations From Canada at Their …
We desperately need deports
We desperately need deports
Identity Attack0.22935481
Insult0.054376744
Profanity0.05393682
Threat0.058826666
Severe Toxicity0.011444092
Low Tox 0.28425202 Low Con 0.283
Sep 28, 2025 IRCC Names India in Study …
Time to start deport them before is too late
Time to start deport them before is too late
Identity Attack0.17070955
Insult0.06354945
Profanity0.02836696
Threat0.13633445
Severe Toxicity0.0104522705
Low Tox 0.28425202 Low Con 0.159
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Deport!!!!’
Deport!!!!’
Identity Attack0.14233272
Insult0.07396803
Profanity0.034397304
Threat0.049451493
Severe Toxicity0.015544481
Low Tox 0.28312725 Low Con 0.266 Call_To_Action
Feb 18, 2026 Inside Canada's Indian Invasion...
Deport. We need ice.
Deport. We need ice.
Identity Attack0.11512129
Insult0.07016616
Profanity0.025907494
Threat0.13178273
Severe Toxicity0.016964722
Low Tox 0.28312725 Low Con 0.232 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Immigration, Corruption, Deportation. Well said Elenore!...and that's in B.C.....
Immigration, Corruption, Deportation. Well said Elenore!...and that's in B.C.....
Identity Attack0.109318495
Insult0.16883044
Profanity0.012722028
Threat0.008686432
Severe Toxicity0.005569458
Low Tox 0.2820025 Constructive 0.561 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
How do I get a job deporting people? They all gotta go.
How do I get a job deporting people? They all gotta go.
Identity Attack0.1508922
Insult0.06984934
Profanity0.025770858
Threat0.09009721
Severe Toxicity0.009536743
Low Tox 0.2820025 Low Con 0.288
Dec 31, 2025 Deportations From Canada at Their …
Now you understand why criminal activities have been increased!!! Find those criminals and deport them. Make Canada great again!
Now you understand why criminal activities have been increased!!! Find those criminals and deport them. Make Canada great again!
Identity Attack0.08749158
Insult0.16875735
Profanity0.015557245
Threat0.064969026
Severe Toxicity0.0074386597
Low Tox 0.28087774 Low Con 0.272 Fear_Threat
Oct 20, 2025 IRCC Names India in Study …
Should have started deporting illegals on july 1st 1867
Should have started deporting illegals on july 1st 1867
Identity Attack0.2795294
Insult0.0638991
Profanity0.037904397
Threat0.09316374
Severe Toxicity0.012130737
Low Tox 0.28087774 Low Con 0.198 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Hopefully Pierre will fight to get alot of these immigrants deported
Hopefully Pierre will fight to get alot of these immigrants deported
Identity Attack0.2854555
Insult0.07238392
Profanity0.027137227
Threat0.051067904
Severe Toxicity0.009346008
Low Tox 0.27975297 Low Con 0.3 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
END immigration and deport the ones here. Problem solved!
END immigration and deport the ones here. Problem solved!
Identity Attack0.27914262
Insult0.053791173
Profanity0.01579636
Threat0.04233929
Severe Toxicity0.011672974
Low Tox 0.27750343 Low Con 0.15 Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Deport, Deport, Deport
Deport, Deport, Deport
Identity Attack0.16373143
Insult0.07333439
Profanity0.036651865
Threat0.044925548
Severe Toxicity0.020257099
Low Tox 0.27750343 Low Con 0.291 Call_To_Action
Dec 25, 2025 2 likes Deportations From Canada at Their …
new immigrants should only be allowed to work in construction building houses. thats it. immigrants should NOT be allowed to work in IT or any white collar jobs. immigrants should NOT be allowed to buy …
new immigrants should only be allowed to work in construction building houses. thats it. immigrants should NOT be allowed to work in IT or any white collar jobs. immigrants should NOT be allowed to buy houses unless they build the house themselves by their own hands. immigrants should be increasing the housing supply, not decreasing it. immigrants should be required to build at least 1 house during their first year in canada, or be deported. only immigrants who have some experience working in construction can be allowed in. we should only accept young immigrants under 32, because only young people will assimilate. for those over 32 years old, must be rejected because they are too old and wont assimilate. immigrants should not be allowed into universities, theres no space and tuition is too high. only canada born canadians can attend universities. immigrants must also have a minimum net worth of $50K. their total assets of stocks, crypto, house, car, etc., must be at least $50K or deport. we dont need anymore poor immigrants!
Identity Attack0.3043136
Insult0.08582769
Profanity0.025087673
Threat0.012130005
Severe Toxicity0.011062622
Low Tox 0.2763787 Moderate Con 0.382
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
If we deport only we can control illegal
If we deport only we can control illegal
Identity Attack0.27701542
Insult0.06953252
Profanity0.040409464
Threat0.07093142
Severe Toxicity0.0119018555
Low Tox 0.2763787 Low Con 0.24 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
78 million dollars is nothing compared to dementia Biden letting in 12 millions through the southern that will cost hundreds of BILLIONS dollars to deport.
78 million dollars is nothing compared to dementia Biden letting in 12 millions through the southern that will cost hundreds of BILLIONS dollars to deport.
Identity Attack0.04822223
Insult0.24630153
Profanity0.02249157
Threat0.008168601
Severe Toxicity0.0051879883
Low Tox 0.27525392 Low Con 0.166 Comparative_Framing
Dec 26, 2025 Deportations From Canada at Their …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
The point of no return is coming, self deport or bite the dust.
The point of no return is coming, self deport or bite the dust.
Identity Attack0.04951127
Insult0.0813853
Profanity0.041160982
Threat0.13717735
Severe Toxicity0.009765625
Low Tox 0.27412915 Low Con 0.142 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
If you are one of those complaining about Trump deporting immigrants guess what??? Now it’s your time to take one and put them in your house
If you are one of those complaining about Trump deporting immigrants guess what??? Now it’s your time to take one and put them in your house
Identity Attack0.24801466
Insult0.0838533
Profanity0.018529098
Threat0.031314444
Severe Toxicity0.0074005127
Low Tox 0.27412915 Low Con 0.283
Jan 5, 2026 1 likes Migrants cross into Canada near …
A student. He is not honest. Canada should deport them. They would not like other people taking over their country. They need better leaders
A student. He is not honest. Canada should deport them. They would not like other people taking over their country. They need better leaders
Identity Attack0.07921951
Insult0.18852992
Profanity0.018324144
Threat0.042662576
Severe Toxicity0.0065612793
Low Tox 0.27412915 Low Con 0.251 Call_To_Action
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
Not high enough that's nothing we need 20 million deported now!!!!!!!!
Not high enough that's nothing we need 20 million deported now!!!!!!!!
Identity Attack0.18235919
Insult0.06494803
Profanity0.01982715
Threat0.057856824
Severe Toxicity0.010528564
Low Tox 0.27412915 Low Con 0.218 Call_To_Action
Mar 2, 2026 Deportations From Canada at Their …
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
The boarder needs to be shut, closed...any caught committing a crime if they can not prove they're a Canadian...no jail...a ride to the airport...gone...deported
Identity Attack0.26833034
Insult0.082372494
Profanity0.019007329
Threat0.050744623
Severe Toxicity0.010223389
Low Tox 0.27236435 Moderate Con 0.337 Call_To_Action
Feb 17, 2026 9 likes LILLEY UNLEASHED: The fall of …
DEPORT THEM ! FIGHT FOR YOUR FLAG ; FIGHT FOR YOUR COUNTRY Canada 🇨🇦 ☑️ in the country less than 6 yrs.? ☑️ not already a citizen or without a *Canadian* Birth Certificate? ☑️ Canada, …
DEPORT THEM ! FIGHT FOR YOUR FLAG ; FIGHT FOR YOUR COUNTRY Canada 🇨🇦 ☑️ in the country less than 6 yrs.? ☑️ not already a citizen or without a *Canadian* Birth Certificate? ☑️ Canada, Get your jobs back ☑️ Canada, Have Affordable homes again No Hate ! It's called: putting generational Canadians first. Fair is fair.
Identity Attack0.19890837
Insult0.071116626
Profanity0.022628209
Threat0.050098058
Severe Toxicity0.0119018555
Low Tox 0.27236435 Constructive 0.556
Sep 24, 2025 8 likes 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.