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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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Search comment text, filter by category or toxicity level
30,738 comments · Page 868 of 1230
They are so much better then small hats
They are so much better then small hats
Identity Attack0.012641981
Insult0.024640027
Profanity0.027820412
Threat0.007974415
Severe Toxicity0.0025367737
Low Tox 0.07687678 Moderate Con 0.358 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
You should go just north of the Pearson airport to The (Great Punjab Business Centre) there is like 20+ immigration lawyers on 1 plaza and trucking school there is also another plaza that looks just …
You should go just north of the Pearson airport to The (Great Punjab Business Centre) there is like 20+ immigration lawyers on 1 plaza and trucking school there is also another plaza that looks just like this one in Surrey BC- (Payal Business Centre) both of these places have the biggest Indian population's no other culture needs this many immigration lawyers
Identity Attack0.052944973
Insult0.020579277
Profanity0.014874061
Threat0.006977591
Severe Toxicity0.0022697449
Low Tox 0.07687678 Constructive 0.616 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Assimilation needs to be a requirement.
Assimilation needs to be a requirement.
Identity Attack0.023796257
Insult0.015188923
Profanity0.023379711
Threat0.010421164
Severe Toxicity0.0037384033
Low Tox 0.07687678 Low Con 0.194 Policy_Critique
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. …
Immigrants to Canada are like any other immigrants, they appreceiate a chance. a chance to get ahead, to have their children get a chance. Andf those kids will be a generation fiurter awayfrom their homeland. Three generations are real Canadians. Canadians obn trhe other hand have lost their opportunities, or wasted them anf now they resent people who are more successful. Most Canadians are working hard and doing fine.
Identity Attack0.04641757
Insult0.025026767
Profanity0.011355659
Threat0.006259101
Severe Toxicity0.0016593933
Low Tox 0.07687678 Constructive 0.694
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
1.5 billion Indians with annual personal GDP of $2741 ( IMF 2025) 132nd poorest country in the world., will do anything to move into developed countries
1.5 billion Indians with annual personal GDP of $2741 ( IMF 2025) 132nd poorest country in the world., will do anything to move into developed countries
Identity Attack0.05794714
Insult0.023995465
Profanity0.016103793
Threat0.0077284453
Severe Toxicity0.0028419495
Low Tox 0.07687678 Low Con 0.28
Oct 3, 2025 IRCC Names India in Study …
We need ice noeth if the border
We need ice noeth if the border
Identity Attack0.013043936
Insult0.01640493
Profanity0.025360947
Threat0.017156094
Severe Toxicity0.004634857
Low Tox 0.07687678 Low Con 0.241 Call_To_Action
Jan 28, 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 …
Guy on bike speaking facts
Guy on bike speaking facts
Identity Attack0.0063266335
Insult0.029714199
Profanity0.018665737
Threat0.00756015
Severe Toxicity0.0021362305
Low Tox 0.07687678 Low Con 0.291 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
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...
CBSA needs to do more enforcement raids and deport temporary residents in breach of their permit. For landlords who rent out a place to 20 people, CRA should audit their rental income, any tax evasion …
CBSA needs to do more enforcement raids and deport temporary residents in breach of their permit. For landlords who rent out a place to 20 people, CRA should audit their rental income, any tax evasion there should result in an immediate lien or confiscation of the property. To see how our country went downhill since 2015 and have politicians willfully ignore the consequences of poor policies shown in this inquiry is upsetting. Jean Chretien once represented what the liberal party should be, and at the same time helped balance the budget. The new liberal party brings Canadas future economic prosperity into question.
Identity Attack0.007473567
Insult0.03489272
Profanity0.013371054
Threat0.008841781
Severe Toxicity0.0016880035
Low Tox 0.07687678 Constructive 0.703
Nov 6, 2025 1 likes IRCC Names India in Study …
No, second chance, please defer them
No, second chance, please defer them
Identity Attack0.005401687
Insult0.016708933
Profanity0.018802373
Threat0.039256934
Severe Toxicity0.0028038025
Low Tox 0.07687678 Moderate Con 0.326
Dec 28, 2025 Deportations From Canada at Their …
I've never had any problems with the Indians they are hard working the farms and have lots of small mom and pop shops They are quiet and hard working .
I've never had any problems with the Indians they are hard working the farms and have lots of small mom and pop shops They are quiet and hard working .
Identity Attack0.05976611
Insult0.021159383
Profanity0.028503597
Threat0.008013252
Severe Toxicity0.0033569336
Low Tox 0.07687678 Constructive 0.689 Solidarity
Sep 19, 2025 6 likes Inside Canada's Indian Metropolis (Brampton)
Quebec shows Canada how to do it that is the only way 🤔 out you go
Quebec shows Canada how to do it that is the only way 🤔 out you go
Identity Attack0.010063417
Insult0.0279513
Profanity0.014634945
Threat0.010162249
Severe Toxicity0.0024986267
Low Tox 0.07687678 Low Con 0.192 Identity_Assertion
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Identity Attack0.029660052
Insult0.024768941
Profanity0.011253181
Threat0.0065180166
Severe Toxicity0.0019836426
Low Tox 0.07608539 Moderate Con 0.382 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
This is happening all over the world it’s very disturbing. 😢
This is happening all over the world it’s very disturbing. 😢
Identity Attack0.005364689
Insult0.014960921
Profanity0.019963788
Threat0.00948907
Severe Toxicity0.00289917
Low Tox 0.07608539 Moderate Con 0.415 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
My fatigue has fatigue
My fatigue has fatigue
Identity Attack0.006474625
Insult0.016784932
Profanity0.033645786
Threat0.008789998
Severe Toxicity0.0030136108
Low Tox 0.07608539 Moderate Con 0.383 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
2:21 This guy is extending is Visa for at least a year more
2:21 This guy is extending is Visa for at least a year more
Identity Attack0.008694496
Insult0.021481665
Profanity0.020646973
Threat0.008789998
Severe Toxicity0.002937317
Low Tox 0.07608539 Low Con 0.271 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
My fatigue has fatigue
My fatigue has fatigue
Identity Attack0.006437627
Insult0.016708933
Profanity0.033144772
Threat0.008764107
Severe Toxicity0.0029563904
Low Tox 0.07608539 Moderate Con 0.383 Humor_Satire
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
As a third generation Canadain I used to have disagreements with my relatives that I am Canadian I am not your culture I was born here. The young have to change the old.
As a third generation Canadain I used to have disagreements with my relatives that I am Canadian I am not your culture I was born here. The young have to change the old.
Identity Attack0.052490227
Insult0.024511116
Profanity0.011133623
Threat0.0065956907
Severe Toxicity0.0016784668
Low Tox 0.07608539 Constructive 0.657
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
This does nothing for actual canadians. Nothing!
This does nothing for actual canadians. Nothing!
Identity Attack0.04435511
Insult0.021159383
Profanity0.011611853
Threat0.006356194
Severe Toxicity0.0014972687
Low Tox 0.07608539 Low Con 0.217 Policy_Critique
Jan 23, 2026 Canada’s new rules in 2026
The country has been sold; that's it.
The country has been sold; that's it.
Identity Attack0.0042177555
Insult0.024124376
Profanity0.016411226
Threat0.008090926
Severe Toxicity0.0018882751
Low Tox 0.07608539 Low Con 0.185 Policy_Critique
Sep 19, 2025 19 likes Inside Canada's Indian Metropolis (Brampton)
There are places in Punjab India where entire villages have migrated to Canada en mass. And having criminal record did not stop them from migrating no questions asked just come..
There are places in Punjab India where entire villages have migrated to Canada en mass. And having criminal record did not stop them from migrating no questions asked just come..
Identity Attack0.041261412
Insult0.023995465
Profanity0.010125926
Threat0.0064727063
Severe Toxicity0.0014400482
Low Tox 0.07608539 Constructive 0.524 Unverified_Claim
Feb 18, 2026 5 likes Canadian immigration officers investigating hundreds …
First ten minutes lol
First ten minutes lol
Identity Attack0.005401687
Insult0.019225692
Profanity0.041160982
Threat0.008815889
Severe Toxicity0.003376007
Low Tox 0.07608539 Moderate Con 0.365
Jan 27, 2026 Inside Canada's Indian Invasion...
Why would you move to a new country then want it be like the place you came from?
Why would you move to a new country then want it be like the place you came from?
Identity Attack0.026609946
Insult0.019547975
Profanity0.015659723
Threat0.00666042
Severe Toxicity0.0020599365
Low Tox 0.07608539 Low Con 0.257
Jan 27, 2026 Inside Canada's Indian Invasion...
I love the bike guy lol
I love the bike guy lol
Identity Attack0.007288578
Insult0.02173949
Profanity0.034397304
Threat0.009281937
Severe Toxicity0.0034713745
Low Tox 0.07608539 Moderate Con 0.437 Humor_Satire
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.