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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

click to expand

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: "I have been living in …" 1,641 comments · Page 63 of 66
For sure they live in Brampton
For sure they live in Brampton
Identity Attack0.0071405866
Insult0.0113889
Profanity0.015932998
Threat0.0072235605
Severe Toxicity0.0013065338
Low Tox 0.02543884 Moderate Con 0.316
Sep 28, 2025 7 likes IRCC Names India in Study …
Hopefully all the American owned monopolies in Canada will have to pay living wages because of this.
Hopefully all the American owned monopolies in Canada will have to pay living wages because of this.
Identity Attack0.008250522
Insult0.010780896
Profanity0.00998929
Threat0.008116818
Severe Toxicity0.0009870529
Low Tox 0.025203144 Low Con 0.23
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Of all the bad reviews Brampton get, that's the most cost effective place to live in canada and has good range of jobs as well.
Identity Attack0.0049577127
Insult0.014884921
Profanity0.010228404
Threat0.0058157085
Severe Toxicity0.0006532669
Low Tox 0.024731753 Constructive 0.626 Economic_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
What is middle class these days. To live like the middle class did in the 90's you would need a household income of 200+. 400 dollars off 200 grand is nothing
What is middle class these days. To live like the middle class did in the 90's you would need a household income of 200+. 400 dollars off 200 grand is nothing
Identity Attack0.0044582416
Insult0.012376905
Profanity0.0118338885
Threat0.005864255
Severe Toxicity0.0006723404
Low Tox 0.02449606 Moderate Con 0.373
Jan 17, 2026 Canada’s new rules in 2026
As a Canadian who used to live in Brampton, it is unrecognizable at this point.
As a Canadian who used to live in Brampton, it is unrecognizable at this point.
Identity Attack0.009915425
Insult0.011768902
Profanity0.010091767
Threat0.006382086
Severe Toxicity0.0007867813
Low Tox 0.024378212 Moderate Con 0.468
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I live about 30 minutes from Brampton. Brampton is the Braman capital of Canada but there are some who would argue Surrey, BC. My cities population is about 110-130k and we have 36-40 Indian food …
I live about 30 minutes from Brampton. Brampton is the Braman capital of Canada but there are some who would argue Surrey, BC. My cities population is about 110-130k and we have 36-40 Indian food shops. That's not including grocery stores or food trucks.
Identity Attack0.014551271
Insult0.010932897
Profanity0.011526455
Threat0.006530962
Severe Toxicity0.0010156631
Low Tox 0.024260364 Constructive 0.741 Comparative_Framing
Feb 20, 2026 Inside Canada's Indian Invasion...
How can thousands of people go missing in a country of 40 million. Aren’t they driving cars , living rental , using credit card and all that
How can thousands of people go missing in a country of 40 million. Aren’t they driving cars , living rental , using credit card and all that
Identity Attack0.006770608
Insult0.011046898
Profanity0.01128734
Threat0.0065697995
Severe Toxicity0.0010251999
Low Tox 0.024142517 Moderate Con 0.313
Sep 27, 2025 396 likes IRCC Names India in Study …
Only a Year, and the same benifits. SET UP. !!! WE DONT GET A SET UP FOR WORKING ALLLLL OUR LIVES...
Only a Year, and the same benifits. SET UP. !!! WE DONT GET A SET UP FOR WORKING ALLLLL OUR LIVES...
Identity Attack0.0013596712
Insult0.010856897
Profanity0.01261955
Threat0.006382086
Severe Toxicity0.0011062622
Low Tox 0.024142517 Low Con 0.266
Jun 14, 2018 How much do refugees and …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the …
There are way more than 800,000 people actually living in Brampton. Even local politicians acknowledge this. The censuses obviously don't count people here living illegally in lofts above their workplaces, nor do they count the thousands upon thousands of people living packed into illegal basement apartments and officially empty "investment properties." Why do you think covid lasted longer in Brampton than anywhere else in Canada and commuting in this city is impossible
Identity Attack0.008435511
Insult0.012414906
Profanity0.009681856
Threat0.006058442
Severe Toxicity0.0008392334
Low Tox 0.023906821 Constructive 0.715 Unverified_Claim
Dec 16, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian immigrant, I didn’t have any special treatments (given a job, medical and money to live here….). Anyone wants to live in Canada, should follow Canadian laws, regulations, and respect Canadians! Try not …
As a Canadian immigrant, I didn’t have any special treatments (given a job, medical and money to live here….). Anyone wants to live in Canada, should follow Canadian laws, regulations, and respect Canadians! Try not to change what Canada has.
Identity Attack0.013345404
Insult0.010362893
Profanity0.009903891
Threat0.005893383
Severe Toxicity0.00072956085
Low Tox 0.023671126 Constructive 0.667 Personal_Narrative
Aug 27, 2025 Why Canadians Are Turning Against …
I live in Surrey BC, it is almost turning into Brampton here too.
I live in Surrey BC, it is almost turning into Brampton here too.
Identity Attack0.008176526
Insult0.011084898
Profanity0.013678487
Threat0.0071588317
Severe Toxicity0.0011205673
Low Tox 0.023553278 Moderate Con 0.443 Personal_Narrative
Sep 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Yes they wowk for caha and like that gentleman said there will be at least 10 of them living in the same place minimum
Yes they wowk for caha and like that gentleman said there will be at least 10 of them living in the same place minimum
Identity Attack0.0051797
Insult0.010818896
Profanity0.012995303
Threat0.0070034824
Severe Toxicity0.0010538101
Low Tox 0.023317585 Moderate Con 0.408 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I am a candian living in brampton ontario and thank you for posting this
I am a candian living in brampton ontario and thank you for posting this
Identity Attack0.010063417
Insult0.010362893
Profanity0.016821137
Threat0.007819066
Severe Toxicity0.0016117096
Low Tox 0.022846194 Constructive 0.56 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I complain about getting waiting on CT scans and MRI scans appointments 4-5 weeks outs here in the USA. But 13 months for an appointment! That just makes no sense to live like that.
I complain about getting waiting on CT scans and MRI scans appointments 4-5 weeks outs here in the USA. But 13 months for an appointment! That just makes no sense to live like that.
Identity Attack0.002293867
Insult0.011274899
Profanity0.012482914
Threat0.006375613
Severe Toxicity0.00074386597
Low Tox 0.022610499 Constructive 0.6
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I live in Alberta Canada and they are everywhere fr
I live in Alberta Canada and they are everywhere fr
Identity Attack0.008916483
Insult0.010286893
Profanity0.017845914
Threat0.0076637166
Severe Toxicity0.001745224
Low Tox 0.022610499 Moderate Con 0.453 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
You will find a lot of these Students living in Brampton ,Milton who are missing living in rented basements
Identity Attack0.0048097214
Insult0.011996903
Profanity0.00997221
Threat0.006485652
Severe Toxicity0.00071048737
Low Tox 0.022610499 Moderate Con 0.466 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
I live 30 minutes from Scarborough mall and I would never go shopping anywhere near the GTA area EVER! I head an hour and a half north to small communities for any shopping.
I live 30 minutes from Scarborough mall and I would never go shopping anywhere near the GTA area EVER! I head an hour and a half north to small communities for any shopping.
Identity Attack0.0045137387
Insult0.011692902
Profanity0.010484599
Threat0.0063497215
Severe Toxicity0.00086307526
Low Tox 0.022374803 Constructive 0.559
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We accept your values and your religion, but don’t force it upon our people or our country. We have over 190 nations living in our country peacefully.
We accept your values and your religion, but don’t force it upon our people or our country. We have over 190 nations living in our country peacefully.
Identity Attack0.011025362
Insult0.008899884
Profanity0.011048226
Threat0.006699257
Severe Toxicity0.00071048737
Low Tox 0.022256956 Constructive 0.561
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it …
I just read a story that over 851,000 immigrants have left Canada on their own because of the high cost of housing and living conditions here , and won't this solve the problem when it comes to immigration in the country . Should have asked Kenny who is going to pay his golf plated pension when the population starts going down and there is less taxpayers paying into the system when we start having a major population decline .
Identity Attack0.009767435
Insult0.0105148945
Profanity0.009400043
Threat0.0062785195
Severe Toxicity0.00081062317
Low Tox 0.022139108 Constructive 0.683 Economic_Argument
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for …
This reminds me of the Nova Scotia and new Brunswick border during covid 19!!! I live in new Brunswicks and to be allowed in Nova Scotia for end of life visit l had apply for a expetion to avoid a month quarantine to dr Robert strange personality and he denied!!!! So who cares what President Donald Trump says let's arrest dr Robert strange!!!!!! Nova Scotia tooooppppppppppppppppp doctor!!!!!
Identity Attack0.00032591706
Insult0.003249761
Profanity0.00015556572
Threat0.007385208
Severe Toxicity0.000010820748
Low Tox 0.022022238
Dec 8, 2025 8 likes
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I …
As an immigrant of Canada, I migrated here in 1999 when I was like 4 years old, I love Canada, and I consider myself Canadian, with a Jamaican background, I share my culture, but I assimilated to Canadian culture because this is where I live, my home, I want to be part of Canadian culture not too change it.
Identity Attack0.015455672
Insult0.00983089
Profanity0.011936366
Threat0.0064468146
Severe Toxicity0.0009393692
Low Tox 0.022021262 Constructive 0.777 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I live two hours away from Brampton and I’m so happy. He finally made a video about Canada.
I live two hours away from Brampton and I’m so happy. He finally made a video about Canada.
Identity Attack0.008583503
Insult0.009640889
Profanity0.015044857
Threat0.008349842
Severe Toxicity0.00166893
Low Tox 0.021903414 Constructive 0.517 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
You should've visited Cape Breton. Very similar conditions maybe worst. They put us in a housing crisis. Hard to find a place to live causing huge rent hikes.
Identity Attack0.0034777985
Insult0.0114649
Profanity0.010535837
Threat0.006272047
Severe Toxicity0.000667572
Low Tox 0.021785567 Constructive 0.771 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
As a british immigrant living in Canada finding it more and more difficult to get visa renewals and PR because of these people thankyou ❤❤❤
Identity Attack0.013144426
Insult0.009260887
Profanity0.010518758
Threat0.006051969
Severe Toxicity0.0008010864
Low Tox 0.021667719 Constructive 0.648
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I used to live in Brampton and this is real.
I used to live in Brampton and this is real.
Identity Attack0.008139528
Insult0.009526889
Profanity0.014634945
Threat0.0077672824
Severe Toxicity0.0013065338
Low Tox 0.020960633 Moderate Con 0.483 Personal_Narrative
Jan 29, 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.