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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: "*This is about our home …" 869 comments · Page 16 of 35
Leave your religion in your home county
Leave your religion in your home county
Identity Attack0.27759558
Insult0.06564732
Profanity0.027273865
Threat0.009722093
Severe Toxicity0.008354187
Low Tox 0.27412915 Low Con 0.248
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Adding to my previous comment, I see Indian / Pakistani workers in all the supermarkets, speaking Hindi Urdu amongst themselves, we order home delivery and they get our orders wrong...mate, I like a multicoloured society, …
Adding to my previous comment, I see Indian / Pakistani workers in all the supermarkets, speaking Hindi Urdu amongst themselves, we order home delivery and they get our orders wrong...mate, I like a multicoloured society, not a BTEC version of India FFS.
Identity Attack0.31015682
Insult0.09270445
Profanity0.06796519
Threat0.011146127
Severe Toxicity0.012435913
Low Tox 0.27412915 Constructive 0.724 Identity_Assertion
Feb 24, 2026 Inside Canada's Indian Metropolis (Brampton)
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)
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay …
If 10milion Indians moved into each country on this planet, there would be still over a billion of them back in Indian. If they're so hard working and so great, why did they not stay home to fix up their own country?
Identity Attack0.32184324
Insult0.083112895
Profanity0.024131214
Threat0.009204263
Severe Toxicity0.010681152
Low Tox 0.27236435 Moderate Con 0.316 Identity_Assertion
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
It's not enough because you can work 10 hours at 21$ make 210$ pay your tax your left maybe with 140$ pay 15% on any purchase your left with 115$ gas with the large lands …
It's not enough because you can work 10 hours at 21$ make 210$ pay your tax your left maybe with 140$ pay 15% on any purchase your left with 115$ gas with the large lands we have maybe 10$ to 20$ per day because again it's just taxed insurance 500$ per month and rent 1200$ for one room with strangers. 8$ bag of chips 20$+ subway for a fkn sandwich. 10$beer like it's gold. Oh yeah and yesterday I saw eska(water) at 7.50$ plus fee for plastic bottles. Another tax bottles, cans, bags, batteries all taxes like it wasn't enough tax out there. School tax med tax first home welcome tax 5k . There's no better money then fee and tax.credit tax take your money out tax
Identity Attack0.019374741
Insult0.15769513
Profanity0.28593817
Threat0.009696201
Severe Toxicity0.01322045
Low Tox 0.27047762 Constructive 0.691 Economic_Argument
Aug 25, 2025 Why Canadians Are Turning Against …
The immigrants are the ones responsible for the cost of living going because there government is giving them more then our government can give us to live off of and they can afford the higher …
The immigrants are the ones responsible for the cost of living going because there government is giving them more then our government can give us to live off of and they can afford the higher cost of living. They come from problems from their home countries and come here to treat us how they treat each other in their home countries
Identity Attack0.32184324
Insult0.0818789
Profanity0.020920247
Threat0.0072365063
Severe Toxicity0.008621216
Low Tox 0.2667042 Moderate Con 0.473
Sep 24, 2025 Why Canadians Are Turning Against …
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
I think it's great,keep them elbows up and enjoy the cultural enrichment. It should be mandatory for all leftists to take a 6 pack of them into their homes .
Identity Attack0.20088354
Insult0.10440776
Profanity0.041160982
Threat0.079364374
Severe Toxicity0.0104522705
Low Tox 0.2667042 Moderate Con 0.43 Humor_Satire
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian citizens cant even properly defend themselves against an intruder in their own home. This is the same government who didnt allow us to visit our sick family members. You think they care about us.
Canadian citizens cant even properly defend themselves against an intruder in their own home. This is the same government who didnt allow us to visit our sick family members. You think they care about us.
Identity Attack0.10221587
Insult0.24287975
Profanity0.019075647
Threat0.007793174
Severe Toxicity0.0050354004
Low Tox 0.2648175 Moderate Con 0.436 Policy_Critique
Feb 18, 2026 14 likes Canadian immigration officers investigating hundreds …
Go back home and reapply
Go back home and reapply
Identity Attack0.014551271
Insult0.11797678
Profanity0.04867618
Threat0.019918699
Severe Toxicity0.010070801
Low Tox 0.2648175 Moderate Con 0.332 Call_To_Action
Jan 17, 2026 2.9 million Canadian temporary visas …
There is a video on how a Canadian citizen should leave Canada and come back as a refugee new immigrant! It's sickening because the government our tax paying dollars are paying each immigrant $224.00 per …
There is a video on how a Canadian citizen should leave Canada and come back as a refugee new immigrant! It's sickening because the government our tax paying dollars are paying each immigrant $224.00 per day to be housed in hotel room and food etc?! This is wrong as how come ppl like myself awaiting to have my knee replacement surgery I am only getting $1208 per month on disability EIA? I am sorry but I was.born and raised a true Canadian citizen from Wpg Mb Canada, I have never relocated and came back to Canada I have always remained here right from first day I was born! I lived threw our most brutal winters we have ever had and yes I lived it and still and were is my $30000 or should I say $53000, $1000 for each year born and raised here in Canada is what it should be!? These immigrants come here need to learn English language fluently both speak and listen in it as well, they should not become a Canadian citizen legally until they have resided in Canada for a substantial amount of time! A Canadian citizenship status should be earned big time no matter where you came flat out before getting any benefits of any kind and be able to buy and sell homes here too!? I find cab drivers muslems mostly very ignorant and rude talking in their language while on the job behind the wheel must add yes ppl driving you to your destination and not to mention do these.ppl stop to think maybe your clients passengers get annoyed listening to that on their ride to where ever,???? NO NO NO!! YOUR WIFE, MOTHER, FATHER OR CHILDREN WHOMEVER SHOULD NOT BE BOTHERING YOU WHILE YOU ARE ON THE JOB WORKING?! When I go to work as a nurse do you see me talking to my spouse or family members while I am helping my clients eat or bath and get dress, NO WAY YOU WOULD BE FIRED!!? Us Canadian citizens need to stand together and our tax paying money we should have a say in where it should be going not to ppl who are not from our country!?
Identity Attack0.21668483
Insult0.16846494
Profanity0.025360947
Threat0.007883795
Severe Toxicity0.008163452
Low Tox 0.26293078 Constructive 0.8
Aug 29, 2025 Why Canadians Are Turning Against …
When they go home for a vacation that we pay for there is a Big problem criminal make a claim after they get charged That is insane
When they go home for a vacation that we pay for there is a Big problem criminal make a claim after they get charged That is insane
Identity Attack0.008509507
Insult0.24928534
Profanity0.04216301
Threat0.008453408
Severe Toxicity0.0036621094
Low Tox 0.26293078 Low Con 0.196 Fear_Threat
Feb 24, 2026 4 likes 'We do know that there's …
Oh Canada, Our Home On Stolen Land...
Oh Canada, Our Home On Stolen Land...
Identity Attack0.17226285
Insult0.18355975
Profanity0.015215653
Threat0.007793174
Severe Toxicity0.0077819824
Low Tox 0.26293078 Low Con 0.281 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Stay home until this foolishness is over. It’s not safe to go down to the USA now. It’s better to wait what will happen to this country which was a democracy but is turning slowly …
Stay home until this foolishness is over. It’s not safe to go down to the USA now. It’s better to wait what will happen to this country which was a democracy but is turning slowly to a dictatorship. Be safe stay home if you don’t have pressing business in the USA.
Identity Attack0.000441165
Insult0.22061415
Profanity0.00034376408
Threat0.0001441768
Severe Toxicity0.000003442361
Low Tox 0.26121676 Fear_Threat
Dec 9, 2025
After living here for 5 decades, their back home is still Indian lol
After living here for 5 decades, their back home is still Indian lol
Identity Attack0.28034934
Insult0.076502606
Profanity0.07934829
Threat0.0078449575
Severe Toxicity0.0119018555
Low Tox 0.26104406 Moderate Con 0.356 Identity_Assertion
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Illegal hona v jurm ha Ena loga Da apna Desh Ha Ena loga nu vapas back to home Karo Canada sarkar
Identity Attack0.26494437
Insult0.25800487
Profanity0.06295506
Threat0.04029291
Severe Toxicity0.020386212
Low Tox 0.25462922 Low Con 0.259 Call_To_Action
Oct 26, 2025 IRCC Names India in Study …
send everyone with an indian passport home, then lets revisit the issue to see if it's fixed.
send everyone with an indian passport home, then lets revisit the issue to see if it's fixed.
Identity Attack0.2869935
Insult0.06617179
Profanity0.029596692
Threat0.042662576
Severe Toxicity0.012207031
Low Tox 0.25462922 Moderate Con 0.316 Call_To_Action
Feb 18, 2026 6 likes Canadian immigration officers investigating hundreds …
I’m from Ontario and I’ve slowly watched my home town turn into new delhi since covid. Brampton has always been especially bad. If I wanted to feel like I was in India I would go …
I’m from Ontario and I’ve slowly watched my home town turn into new delhi since covid. Brampton has always been especially bad. If I wanted to feel like I was in India I would go to India, when I’m Canada I want to feel like I’m in Canada. A once great country being ruined.
Identity Attack0.25309357
Insult0.09416737
Profanity0.024472807
Threat0.010369381
Severe Toxicity0.0065231323
Low Tox 0.25462922 Constructive 0.585 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Just look around he’s immigrant taking the jobs. The homes, the apartments, the money while we suffer, paying for all this.
Just look around he’s immigrant taking the jobs. The homes, the apartments, the money while we suffer, paying for all this.
Identity Attack0.28034934
Insult0.07745308
Profanity0.0166845
Threat0.0086087575
Severe Toxicity0.0062179565
Low Tox 0.25462922 Moderate Con 0.414 Economic_Argument
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
- Why so many Punjabis here in Brampton? - It's like home
- Why so many Punjabis here in Brampton? - It's like home
Identity Attack0.28883415
Insult0.07967083
Profanity0.04592061
Threat0.008556974
Severe Toxicity0.009689331
Low Tox 0.25462922 Moderate Con 0.382 Personal_Narrative
Feb 22, 2026 Inside Canada's Indian Invasion...
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give …
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give them a break. Look at Vancouver Eastside, the lump we’re all people Unless you are Indigenous, we are all immigrants here. Instead of blaming immigrants, we should focus on the real problems: low wages, lack of affordable housing, and exploitation. International students also bring money into Canada—they pay high tuition, rent, and living costs, which supports our economy. Many take jobs that others don’t want. Displacing the blame on them isn’t fair. Give them a break—we need unity, not division.”
Identity Attack0.2816105
Insult0.14150882
Profanity0.029050145
Threat0.008129764
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.767
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I'm from India y'all just incase y'all want to know I'm from kerala india 🇮🇳, but tbh the nri indians Aka the indians outside of India i want them to come back home and develop …
I'm from India y'all just incase y'all want to know I'm from kerala india 🇮🇳, but tbh the nri indians Aka the indians outside of India i want them to come back home and develop it.., but as of youn who's making content on india just to get views,.. you shouldn't be trolling india tho.. you could respect it :)
Identity Attack0.27340925
Insult0.10587067
Profanity0.09992486
Threat0.017328756
Severe Toxicity0.012283325
Low Tox 0.25462922 Constructive 0.703 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I agree they should check their culture at the door and adapt to our culture and our ways, or go back home.
I agree they should check their culture at the door and adapt to our culture and our ways, or go back home.
Identity Attack0.27340925
Insult0.06687108
Profanity0.026180768
Threat0.015774792
Severe Toxicity0.009689331
Low Tox 0.25462922 Moderate Con 0.471
Sep 11, 2025 Why Canadians Are Turning Against …
I don't want them to adapt. I want them to go home. They have to go back. \\\\\\
I don't want them to adapt. I want them to go home. They have to go back. \\\\\\
Identity Attack0.08252834
Insult0.0813853
Profanity0.033645786
Threat0.060119797
Severe Toxicity0.00793457
Low Tox 0.25462922 Moderate Con 0.302 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live …
I am a born and raised Canadian. I have 3 boys that are 30, 25, 21, my 30 yr old recently went blind and is dealing with that in another province. My other 2 live at home with me, because none of us can afford to live on our own as we rent, and they can't find work anywhere. The government needs to fix the problems they have before bringing in new people. If your own people can't survive, why the hell are you bringing in more people. Up goes the crime rate, up goes homelessness. The worst part is most homeless people are born and bred Canadians, while the immigrants get jobs and housing pretty much handed to them. I don't think the prime minister should have been able to make the decision to bring more and more immigrants here with out asking the people.
Identity Attack0.028418748
Insult0.13607834
Profanity0.2687007
Threat0.00933372
Severe Toxicity0.010604858
Low Tox 0.25462922 Constructive 0.778 Personal_Narrative
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest …
The same old nonsense has been looping for decades. The province gets overcrowded, locals protest that there are too many people. The government ends some immigration programs, and two or three years later, locals protest the fragile economy and lack of workers, an increasingly older population, and overcrowded nursing homes. 😅
Identity Attack0.012340514
Insult0.2435641
Profanity0.026044132
Threat0.006641001
Severe Toxicity0.0031661987
Low Tox 0.25462922 Moderate Con 0.459 Policy_Critique
Nov 21, 2025 Quebec Ends Economic Immigration Program …

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.