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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 #}

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Active: "It is interesting how T …" 161 comments · Page 6 of 7
It's weird when people move to Canada and have no interest in integrating whatsoever. Like.. we aren't asking you to leave behind your culture or religion.. just follow our social norms and be an active …
It's weird when people move to Canada and have no interest in integrating whatsoever. Like.. we aren't asking you to leave behind your culture or religion.. just follow our social norms and be an active member of our society. Don't just cluster in your own community.
Identity Attack0.039972372
Insult0.024382202
Profanity0.012141321
Threat0.0059257476
Severe Toxicity0.0013160706
Low Tox 0.079250954 Constructive 0.601 Identity_Assertion
Jan 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
You should investigate the extortions going on within the indian communities in Vancouver/ Surrey BC, Canada. It would be like a part 2 of this video but way more interesting. Look into it.
Identity Attack0.058856625
Insult0.018516673
Profanity0.013712646
Threat0.007935578
Severe Toxicity0.0018787384
Low Tox 0.07845957 Moderate Con 0.478 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Obviously a lot of $$$ were made lol .. by vested interests who opened the gates ? 😁
Identity Attack0.0043102503
Insult0.026831545
Profanity0.02249157
Threat0.0072365063
Severe Toxicity0.0019836426
Low Tox 0.07371122 Low Con 0.185 Unverified_Claim
Jun 23, 2025 How Canada broke its immigration …
Interesting I have Canadian friends who have mentioned the Indian people here. I wonder how the Natives feel about all of this the Cree & Anishinaabe folk
Interesting I have Canadian friends who have mentioned the Indian people here. I wonder how the Natives feel about all of this the Cree & Anishinaabe folk
Identity Attack0.06522302
Insult0.020837102
Profanity0.013917602
Threat0.0064144502
Severe Toxicity0.0018787384
Low Tox 0.07371122 Constructive 0.67
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Immigration is never and should never be a long term policy for a stable nation. Nations build internally. Nations protect the demographic interests and clear majority control for the native population. ALL Western immigration is …
Immigration is never and should never be a long term policy for a stable nation. Nations build internally. Nations protect the demographic interests and clear majority control for the native population. ALL Western immigration is deliberately aimed at NOT doing that, and in fact is aimed at destroying that. That's a crime. Also, read "Canada in Decay" by Ricardo Duchesne for the actual history of this issue and the repeated betrayals of Parliaments no matter which party was in power.
Identity Attack0.020982565
Insult0.022706337
Profanity0.010792031
Threat0.0074048014
Severe Toxicity0.0015068054
Low Tox 0.059974585 Constructive 0.6 Identity_Assertion
Jun 19, 2025 1 likes How Canada broke its immigration …
always interesting when multiculturualism is in the most cases just one culture
always interesting when multiculturualism is in the most cases just one culture
Identity Attack0.051126
Insult0.013782915
Profanity0.017504321
Threat0.0071717775
Severe Toxicity0.0022220612
Low Tox 0.05898502 Low Con 0.233 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be …
It would have been interesting to know how many refugees / immigrants are actually on these programs. Don't worry though Canadians, they ONLY get as much as regular citizens get and "experts" say you'll be just fine!
Identity Attack0.036105253
Insult0.020708188
Profanity0.0113044195
Threat0.006168481
Severe Toxicity0.0013065338
Low Tox 0.05799546 Constructive 0.547
Apr 16, 2019 1 likes How much do refugees and …
From the UK, learning about the same problems our Canadian brothers face is sad but interesting. Its almost refreshing to see the patterns and that I'm not crazy , but its very sad all the …
From the UK, learning about the same problems our Canadian brothers face is sad but interesting. Its almost refreshing to see the patterns and that I'm not crazy , but its very sad all the same. Sending many blessings x
Identity Attack0.012139536
Insult0.028612386
Profanity0.020100424
Threat0.0063497215
Severe Toxicity0.0012493134
Low Tox 0.055768944 Constructive 0.746 Comparative_Framing
Nov 10, 2025 1 likes Why Canadians Are Turning Against …
The duality is interesting. I live in an area with a high Indian population but they're very friendly and hard-working. They're a big factor as to why the area is the highest median salary in …
The duality is interesting. I live in an area with a high Indian population but they're very friendly and hard-working. They're a big factor as to why the area is the highest median salary in the state. It's more so a people thing, not a race thing..
Identity Attack0.048737846
Insult0.014314918
Profanity0.01764096
Threat0.0064015044
Severe Toxicity0.0018119812
Low Tox 0.05255287 Constructive 0.779
Jan 27, 2026 Inside Canada's Indian Invasion...
More special interest rhetoric pretending to be news.
More special interest rhetoric pretending to be news.
Identity Attack0.0024048607
Insult0.025284592
Profanity0.011355659
Threat0.0063432488
Severe Toxicity0.00086307526
Low Tox 0.051068526 Low Con 0.118 Meta_Commentary
Jan 20, 2026 Why Canada’s immigration system has …
Hahaha I was born and raised in Brampton from birth in 1996-2020, and I still live in the general area (the GTA). VERY interested to see this video. Bramladesh sure has changed a lot in …
Hahaha I was born and raised in Brampton from birth in 1996-2020, and I still live in the general area (the GTA). VERY interested to see this video. Bramladesh sure has changed a lot in the last 30 years.
Identity Attack0.014852738
Insult0.015796926
Profanity0.028503597
Threat0.00814271
Severe Toxicity0.0025367737
Low Tox 0.049336795 Constructive 0.625 Humor_Satire
Feb 18, 2026 Inside Canada's Indian Invasion...
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following …
Canada’s government needs to check also about issuing the driver license. because i’ve heard that you can pay now to pass the driving test even all this people doesn’t know the rules or even following all the signs on the road. I’ve never seen so much car accident and too much car on the road. Why it is easy for them now to get a license. We need to remember driving in other country is not the same here. Also even your credit score is bad, even your salary is not good the car company gives you a car easily with hight interest. Thats also need to be check
Identity Attack0.007806548
Insult0.027218282
Profanity0.013131939
Threat0.0071588317
Severe Toxicity0.0016307831
Low Tox 0.049336795 Constructive 0.614 Policy_Critique
Sep 30, 2025 2 likes IRCC Names India in Study …
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Chinese/asians faced it too in gta. Then after 1st gen and and onwards it's "better". 1st gen is a really interesting transition moment saddling both sides. 2nd gen is a huge difference.
Identity Attack0.041003603
Insult0.01465692
Profanity0.020100424
Threat0.008000307
Severe Toxicity0.0018978119
Low Tox 0.04834723 Constructive 0.532 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Do a podcast with the guy on the bike I am interested... We are all interested .
Do a podcast with the guy on the bike I am interested... We are all interested .
Identity Attack0.00828752
Insult0.015264924
Profanity0.02522431
Threat0.01052473
Severe Toxicity0.0025749207
Low Tox 0.046120718 Constructive 0.59 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
The Liberals are spending billions to win votes. They don’t seem to prioritize Canadians’ long-term interests. Instead, it feels like they are focused on gaining power and using taxpayer money for their own benefit.
Identity Attack0.012441003
Insult0.02373764
Profanity0.010228404
Threat0.0060778605
Severe Toxicity0.0009870529
Low Tox 0.046120718 Moderate Con 0.341 Policy_Critique
Feb 24, 2026 7 likes 'We do know that there's …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated …
My parents immigrated in the early 90s and I was born in Canada. It’s very hard to relate to the new immigrants in the last 10 years because we’re so different. The families that immigrated in the 80s and 90s had to assimilate and become “Canadian” which in hindsight was for the best. I learned about my culture and language at home, but my parents, emphasized the importance of being “Canadian first” and being a part of society and “fitting in.” This wasn’t at all a bad thing. I learned to ski, skate, make ice lollies with snow and syrup, went camping, played sports… I feel embarrassed when Indians are looked at in this light, but its true. 90% of this new wave of immigrants on “student visas,” dont intend to actually obtain any sort of an education, instead they use it as a pathway for permanent residency. I know this because I have relatives who say this out loud behind closed doors. I don’t agree with any of it, and quite frankly it’s very embarrassing, but most of us first generation Indian Canadians feel very upset about how its all played out and the negative light in which our people are now viewed under. Personally, I agree they arent interested in becoming culturally Canadian, they just want to be in Canada for financial reasons. They stay in their groups, dont integrate and think somehow this will play out well. It isnt discrimination when your own people also feel this way. I have yet to meet a first gen Canadian who disagrees
Identity Attack0.02138452
Insult0.017088935
Profanity0.014874061
Threat0.0066215824
Severe Toxicity0.0014781952
Low Tox 0.037577134 Constructive 0.762 Personal_Narrative
Feb 3, 2026 Inside Canada's Indian Metropolis (Brampton)
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without …
The federal government has ZERO interest in being part of the solution. It will get swept under the carpet and shelved until the next alarming issue is brought up ... and the process repeats without any solid action. The whole problem is systemic from the top of parliament.
Identity Attack0.003385304
Insult0.018001022
Profanity0.012004685
Threat0.007262398
Severe Toxicity0.00091552734
Low Tox 0.037105743 Moderate Con 0.36 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔 Hopefully young people can encourage some change …
This is perfect. Right before I move out, all the houses are going to be taken by people who don't have my country's best interests in mind. 😔 Hopefully young people can encourage some change to the country. I want Canada to be a good place to live.
Identity Attack0.009360458
Insult0.01625293
Profanity0.00950252
Threat0.0064532873
Severe Toxicity0.0009775162
Low Tox 0.035691574 Constructive 0.598 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Need more interesting Videos
Need more interesting Videos
Identity Attack0.008509507
Insult0.011768902
Profanity0.026180768
Threat0.010783645
Severe Toxicity0.0031471252
Low Tox 0.03545588 Moderate Con 0.345 Meta_Commentary
Feb 13, 2026 1 likes Inside Canada's Indian Invasion...
having an immigration lawyer talk about high immigration numbers is like a real estate agent arguing housing prices should keep rising — it directly benefits their business, so their opinion isn’t neutral expertise, it’s aligned …
having an immigration lawyer talk about high immigration numbers is like a real estate agent arguing housing prices should keep rising — it directly benefits their business, so their opinion isn’t neutral expertise, it’s aligned with self-interest
Identity Attack0.013144426
Insult0.014504919
Profanity0.0103992
Threat0.006016368
Severe Toxicity0.0008058548
Low Tox 0.032863233 Moderate Con 0.347 Policy_Critique
Jan 19, 2026 316 likes Why Canada’s immigration system has …
I like sneek peek into Indian culture in Canada. I´m always interested in difrent cultures, so this one is up my alley.
I like sneek peek into Indian culture in Canada. I´m always interested in difrent cultures, so this one is up my alley.
Identity Attack0.023595277
Insult0.0114649
Profanity0.016411226
Threat0.007262398
Severe Toxicity0.0015830994
Low Tox 0.031213367 Constructive 0.516
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m from brampton and this is a really interesting watch
I’m from brampton and this is a really interesting watch
Identity Attack0.0102854045
Insult0.012072904
Profanity0.021945024
Threat0.0091524795
Severe Toxicity0.002040863
Low Tox 0.03062413 Moderate Con 0.48 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Why they need only timhortons job? Why Canadians are not interested in skilled jobs like IT Doctors?
Identity Attack0.013144426
Insult0.014960921
Profanity0.010740792
Threat0.006220264
Severe Toxicity0.0010681152
Low Tox 0.030388435 Low Con 0.204
Jan 18, 2026 2.9 million Canadian temporary visas …
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this …
So, I am applying to TEMPORARY working visa, and when that term is finished, and the government decides not to extend my TEMPORARY visa, I say, oh, wait, I invested so much money in this to be PERMANENT, nobody does such an investment to COME BACK to my country... Interesting.
Identity Attack0.0073255757
Insult0.012414906
Profanity0.011663092
Threat0.0059548756
Severe Toxicity0.00092983246
Low Tox 0.029445656 Moderate Con 0.434 Personal_Narrative
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
I'd like the "Government Sponsored" asylum seeker program please and a Canadian passport. I'm not really interested in working. Can I collect my Canadian welfare benefits from Miami? I can still fly back to visit …
I'd like the "Government Sponsored" asylum seeker program please and a Canadian passport. I'm not really interested in working. Can I collect my Canadian welfare benefits from Miami? I can still fly back to visit your office a couple times a year if you want.
Identity Attack0.010803374
Insult0.012756908
Profanity0.009622077
Threat0.006265574
Severe Toxicity0.0009822845
Low Tox 0.028620722 Constructive 0.674
Dec 29, 2017 8 likes How much do refugees and …

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.