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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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30,738 comments · Page 825 of 1230
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken …
I am a Jamaican descendant born Canadian and I am homeless living on the street. The irony is, I am great with money and have been working since a child at 13. I haven't taken vacations or time off. The system has failed me tremendously. I was denied second stage and transitional housing 3 times with out reason. I was discharged from shelters where I was the only one working on my betterment while others continued with poor habits such as depression, laziness and addictions. I wish I had political power because boy oh boy, things would change drastically.
Identity Attack0.019977676
Insult0.038566336
Profanity0.019622196
Threat0.00713294
Severe Toxicity0.0022792816
Low Tox 0.09785384 Constructive 0.775
Aug 28, 2025 13 likes Why Canadians Are Turning Against …
you should do a video on the samoli “learing” centers
you should do a video on the samoli “learing” centers
Identity Attack0.019475231
Insult0.018516673
Profanity0.031140719
Threat0.013702838
Severe Toxicity0.0046157837
Low Tox 0.09785384 Low Con 0.273 Question
Jan 27, 2026 4 likes Inside Canada's Indian Invasion...
I cancelled my shift at the diploma farm to watch this
I cancelled my shift at the diploma farm to watch this
Identity Attack0.004994711
Insult0.019483518
Profanity0.02385794
Threat0.009074804
Severe Toxicity0.002632141
Low Tox 0.09785384 Moderate Con 0.387 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Canada government needs to go
Canada government needs to go
Identity Attack0.035847444
Insult0.02708937
Profanity0.018392462
Threat0.009981008
Severe Toxicity0.0024604797
Low Tox 0.09785384 Low Con 0.174
Jan 7, 2026 New rules, regulations take effect …
She mentioned 60,000 immigrants. And ten years later 14 percent didn't have a job and didn't speak English or French. So what happened to those 8,400 ? Did they turn to crime to live or …
She mentioned 60,000 immigrants. And ten years later 14 percent didn't have a job and didn't speak English or French. So what happened to those 8,400 ? Did they turn to crime to live or did they go back to Vietnam?
Identity Attack0.06294931
Insult0.024897853
Profanity0.012482914
Threat0.0074824756
Severe Toxicity0.0019073486
Low Tox 0.09785384 Moderate Con 0.5
Jun 21, 2018 6 likes How much do refugees and …
Buddy on the bike should run for office
Buddy on the bike should run for office
Identity Attack0.005771666
Insult0.030044744
Profanity0.017845914
Threat0.011586283
Severe Toxicity0.0028038025
Low Tox 0.09785384 Low Con 0.259 Call_To_Action
Jan 28, 2026 68 likes Inside Canada's Indian Invasion...
Auckland has a huge Indian population, they speak English well and adapt to the culture but there are a lot of them, same with the Chinese. A lot of them use NZ as a back …
Auckland has a huge Indian population, they speak English well and adapt to the culture but there are a lot of them, same with the Chinese. A lot of them use NZ as a back door to Australia.
Identity Attack0.10221587
Insult0.023221988
Profanity0.02249157
Threat0.0076119336
Severe Toxicity0.0028038025
Low Tox 0.09785384 Constructive 0.589 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
I'm 45, single, no kids, this day and age it's your best bet to just take care of yourself
I'm 45, single, no kids, this day and age it's your best bet to just take care of yourself
Identity Attack0.00776955
Insult0.02425329
Profanity0.02385794
Threat0.009048914
Severe Toxicity0.0029563904
Low Tox 0.09785384 Constructive 0.578 Identity_Assertion
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to boom, as I thought would all other ethnicities. Regardless of the changes of demographics, Brampton is still such a beautiful city, just taken over by overpopulation at a fast pace. We do not complain, but as a Country we should consider the rate of growth as a positive but also has many negatives. Finding jobs in Brampton is nearly impossible as a young adult - and also looking for new homes with landlords that aren't of Indian descent is becoming a rare occurrence. Changes can be made to benefit both Canadians and Indians as we are known for accepting all cultures, that is what I love about Canada. It is a sight to see when you witness the Indian culture in Brampton, lets not take that away!
Identity Attack0.060220852
Insult0.03070583
Profanity0.021876704
Threat0.008867673
Severe Toxicity0.0033569336
Low Tox 0.09785384 Constructive 0.869 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
send em home
send em home
Identity Attack0.010063417
Insult0.023866551
Profanity0.026044132
Threat0.025098583
Severe Toxicity0.0039863586
Low Tox 0.09785384 Moderate Con 0.438 Call_To_Action
Jan 24, 2026 1 likes 2.9 million Canadian temporary visas …
Im sihk and tired of this
Im sihk and tired of this
Identity Attack0.023193322
Insult0.022899706
Profanity0.034146797
Threat0.013321015
Severe Toxicity0.0044441223
Low Tox 0.09785384 Moderate Con 0.361 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Westxit🍁.
Westxit🍁.
Identity Attack0.0028118372
Insult0.025929155
Profanity0.22792831
Threat0.006653947
Severe Toxicity0.010681152
Low Tox 0.09785384 Moderate Con 0.371
Jan 21, 2026 1 likes Why Canada’s immigration system has …
WHEN CANADIAN CULTURAL NORMS ARE THREATENED THEY REVERT TO OLD FASHIOND WESTERN CULTURAL PROTECTIONISM
WHEN CANADIAN CULTURAL NORMS ARE THREATENED THEY REVERT TO OLD FASHIOND WESTERN CULTURAL PROTECTIONISM
Identity Attack0.051126
Insult0.025929155
Profanity0.011936366
Threat0.011974656
Severe Toxicity0.0029182434
Low Tox 0.09785384 Low Con 0.182 Identity_Assertion
Aug 26, 2025 Why Canadians Are Turning Against …
Realty check Indians are not applying for asylum, they have proper paper and visa and they work day and night to gain experience and fulfil all the IRCC requirements to get permanent residency. If you …
Realty check Indians are not applying for asylum, they have proper paper and visa and they work day and night to gain experience and fulfil all the IRCC requirements to get permanent residency. If you really want to see asylum seekers look for Ukrainian, Syrian, afghans etc
Identity Attack0.09162762
Insult0.021159383
Profanity0.014395831
Threat0.006848133
Severe Toxicity0.0022125244
Low Tox 0.09785384 Constructive 0.658
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Nick Shirley? Where are you Brampton I'm telling ya lol
Nick Shirley? Where are you Brampton I'm telling ya lol
Identity Attack0.0059936526
Insult0.031917825
Profanity0.026863953
Threat0.008349842
Severe Toxicity0.002746582
Low Tox 0.09785384 Moderate Con 0.405 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual …
True Canadians want lower immigration. The only ones that don't are foreigners living in Canada and neoliberal globalists. Canada has a population of about 41 million people right now. Only about 28 million are actual "Canadians".
Identity Attack0.07673789
Insult0.027841117
Profanity0.010365041
Threat0.006136116
Severe Toxicity0.0018882751
Low Tox 0.09741997 Moderate Con 0.336 Identity_Assertion
Feb 11, 2026 5 likes Canada's tighter immigration policy divides …
Be love ur mind and drive
Be love ur mind and drive
Identity Attack0.005438685
Insult0.031146556
Profanity0.026317406
Threat0.0100069
Severe Toxicity0.0032043457
Low Tox 0.09741997 Moderate Con 0.322 Meta_Commentary
Feb 6, 2026 1 likes Inside Canada's Indian Invasion...
lol @ "Do I run from the police?" ..... "Ya" 🤣😂🤣😂🤣
lol @ "Do I run from the police?" ..... "Ya" 🤣😂🤣😂🤣
Identity Attack0.0045137387
Insult0.021997316
Profanity0.017914234
Threat0.022163315
Severe Toxicity0.00333786
Low Tox 0.09741997 Moderate Con 0.308 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Not missing, I can tell you where they are, have you tried ordering a coffee lately? Meanwhile our Canadian born children in university looking for extra income are jobless!!!!
Not missing, I can tell you where they are, have you tried ordering a coffee lately? Meanwhile our Canadian born children in university looking for extra income are jobless!!!!
Identity Attack0.027011903
Insult0.03335018
Profanity0.011219022
Threat0.006356194
Severe Toxicity0.0017642975
Low Tox 0.09741997 Constructive 0.549 Economic_Argument
Sep 30, 2025 IRCC Names India in Study …
Canada is not only for European immigrants..This land is for everyone around the world
Canada is not only for European immigrants..This land is for everyone around the world
Identity Attack0.089145996
Insult0.019870255
Profanity0.014225035
Threat0.0063885585
Severe Toxicity0.0024986267
Low Tox 0.09741997 Moderate Con 0.376
Dec 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canindia !
Canindia !
Identity Attack0.033269364
Insult0.036809623
Profanity0.08225787
Threat0.00951496
Severe Toxicity0.0075149536
Low Tox 0.09741997 Low Con 0.279
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
PUT CANADA FIRST!!!! SHOW THEM WE HAVE HAD ENOUGH!!!!
PUT CANADA FIRST!!!! SHOW THEM WE HAVE HAD ENOUGH!!!!
Identity Attack0.031980325
Insult0.023028618
Profanity0.014190876
Threat0.010757755
Severe Toxicity0.0037384033
Low Tox 0.09741997 Low Con 0.249 Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
this is a great news for Canadian !!! Keep Up. Canada will spend more taxpayers money as the more asylum people are accepted by immigration. Stop Any Kind of Immigration Temporarily.
this is a great news for Canadian !!! Keep Up. Canada will spend more taxpayers money as the more asylum people are accepted by immigration. Stop Any Kind of Immigration Temporarily.
Identity Attack0.061130337
Insult0.022190686
Profanity0.010450439
Threat0.008039144
Severe Toxicity0.002708435
Low Tox 0.09741997 Constructive 0.578 Call_To_Action
Dec 24, 2025 1 likes Deportations From Canada at Their …
The perfect globalist worker drone.
The perfect globalist worker drone.
Identity Attack0.012541492
Insult0.023866551
Profanity0.022286616
Threat0.027170537
Severe Toxicity0.005378723
Low Tox 0.09741997 Low Con 0.194 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
She isn't wrong I feel the same way and I'm not a racist.
She isn't wrong I feel the same way and I'm not a racist.
Identity Attack0.05794714
Insult0.02103047
Profanity0.03915693
Threat0.008738215
Severe Toxicity0.003376007
Low Tox 0.09741997 Constructive 0.666 Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …

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.