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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
Active: "why dont you be out …" 562 comments · Page 21 of 23
Dont worry Canadians, once trump takes greenland, canada will be next! Trump will free you.
Dont worry Canadians, once trump takes greenland, canada will be next! Trump will free you.
Identity Attack0.011839314
Insult0.018129934
Profanity0.010587076
Threat0.008582866
Severe Toxicity0.0016117096
Low Tox 0.045131154 Low Con 0.213
Jan 27, 2026 Inside Canada's Indian Invasion...
we need canada to countrol pepole so thatwe dont Have problem like UK We need our children future to make is first people
we need canada to countrol pepole so thatwe dont Have problem like UK We need our children future to make is first people
Identity Attack0.022188433
Insult0.019161236
Profanity0.011475217
Threat0.0073918556
Severe Toxicity0.0017261505
Low Tox 0.043399423 Moderate Con 0.322
Nov 20, 2025 26 likes Quebec Ends Economic Immigration Program …
Tyler as a Canadian i couldent be happier your doing this you are the hero we need but dont deserve
Tyler as a Canadian i couldent be happier your doing this you are the hero we need but dont deserve
Identity Attack0.0066596144
Insult0.018581128
Profanity0.013951761
Threat0.008738215
Severe Toxicity0.0017547607
Low Tox 0.04290464 Moderate Con 0.495 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im …
I been a legal immigrants in a few countries (for work) and I would always adapt to the country im in. And I usually dont go to places that are from my native country. Im in the new country to experience that, if I want my native country things, I do it at home or go back to my country.
Identity Attack0.030433474
Insult0.011730902
Profanity0.014669105
Threat0.0067898775
Severe Toxicity0.001411438
Low Tox 0.042657252 Constructive 0.682 Personal_Narrative
Feb 28, 2026 Inside Canada's Indian Invasion...
the problem with people that immigrate to foreign countries - they think they are being treated unfairly because they pay higher fees. Most of people that immigrate for study dont know that the domestics get …
the problem with people that immigrate to foreign countries - they think they are being treated unfairly because they pay higher fees. Most of people that immigrate for study dont know that the domestics get charged lower because their fees are subsidized.
Identity Attack0.025605056
Insult0.016100928
Profanity0.011492296
Threat0.006045496
Severe Toxicity0.0011205673
Low Tox 0.04216247 Moderate Con 0.461 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
CONGRATULATIONS QUEBEC, ONTARIO AND REST OF COUNRRY NEDDS TO FOLLOW...CANADIAN CITIZENS ARE STRUGGLING WE DONT HAVE THE CAPICITY TO SUPPORT OTHERS...CANADA FIRST
CONGRATULATIONS QUEBEC, ONTARIO AND REST OF COUNRRY NEDDS TO FOLLOW...CANADIAN CITIZENS ARE STRUGGLING WE DONT HAVE THE CAPICITY TO SUPPORT OTHERS...CANADA FIRST
Identity Attack0.01555616
Insult0.017936565
Profanity0.009587918
Threat0.0069387536
Severe Toxicity0.0015926361
Low Tox 0.040925518 Constructive 0.512
Nov 27, 2025 Quebec Ends Economic Immigration Program …
I know ppl love to blame the gouvernement for it, with reason, but dont forget those corporation who always need more cheap labours and how they try to scare ppl after the covid telling us …
I know ppl love to blame the gouvernement for it, with reason, but dont forget those corporation who always need more cheap labours and how they try to scare ppl after the covid telling us how the economy will collapse if we dont bring masive number of new workers.
Identity Attack0.0061046463
Insult0.018967867
Profanity0.012346277
Threat0.0069646453
Severe Toxicity0.0009965897
Low Tox 0.040925518 Constructive 0.507
Aug 29, 2025 Why Canadians Are Turning Against …
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was …
If the dont leave voluntarily, then we need ice like moves, i have been living in canada for 25 years, when we applied to come here, we had to wait years where my country was in civil war. These ppl that are here as a student and temporary residents,, must understand the law and that there is a legal way to come and live here. If they force themselves to stay, then we need worse than ice for them to face.. with crimes, healthcare and employment rate down, its the best option
Identity Attack0.008657498
Insult0.018001022
Profanity0.011458136
Threat0.008453408
Severe Toxicity0.0014877319
Low Tox 0.04067813 Constructive 0.736 Personal_Narrative
Jan 16, 2026 2.9 million Canadian temporary visas …
Dont worry, because absolutely nothing is being done about this
Dont worry, because absolutely nothing is being done about this
Identity Attack0.004994711
Insult0.013402912
Profanity0.021330157
Threat0.0082074385
Severe Toxicity0.0015544891
Low Tox 0.038048524 Low Con 0.204
Nov 7, 2025 Why Canadians Are Turning Against …
Here after dont get down anyone. As you need money you get down. Better developed the country from agriculture
Here after dont get down anyone. As you need money you get down. Better developed the country from agriculture
Identity Attack0.0032558115
Insult0.015796926
Profanity0.012482914
Threat0.0069646453
Severe Toxicity0.0011348724
Low Tox 0.03781283 Moderate Con 0.348 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Let's hope they dont fall into the new fast teack list with experience or they'll be fast tracked into citizenship
Identity Attack0.006770608
Insult0.013668913
Profanity0.0118680475
Threat0.010110466
Severe Toxicity0.0013065338
Low Tox 0.037577134 Low Con 0.252 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
New Zealand has the same problem its not an accident.Highly skilled migrants like gas station and liquor store employees. Theyre also realy good drivers who dont mess up the motorways by driving 30kms under the …
New Zealand has the same problem its not an accident.Highly skilled migrants like gas station and liquor store employees. Theyre also realy good drivers who dont mess up the motorways by driving 30kms under the speed limit.
Identity Attack0.019575719
Insult0.013820915
Profanity0.012243799
Threat0.0069387536
Severe Toxicity0.0012588501
Low Tox 0.037577134 Constructive 0.641
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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)
Why dont they have that information with them ...when thery are going to get questioned about it in commitee? And in this modern day AI world they should be able to get answers from their …
Why dont they have that information with them ...when thery are going to get questioned about it in commitee? And in this modern day AI world they should be able to get answers from their abundant overpaid staff in real time!!!!Try giving that answerr to your boss in the private sector!!!
Identity Attack0.0031633168
Insult0.018967867
Profanity0.01127026
Threat0.0060131317
Severe Toxicity0.00081062317
Low Tox 0.036162965 Low Con 0.258
Sep 29, 2025 IRCC Names India in Study …
Dont worry Canadians just vote in the Liberals for another term im sure they will fix it.
Dont worry Canadians just vote in the Liberals for another term im sure they will fix it.
Identity Attack0.018369852
Insult0.014428918
Profanity0.011492296
Threat0.007974415
Severe Toxicity0.0013542175
Low Tox 0.035691574 Low Con 0.268 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Dont go. Dont betray your country.
Dont go. Dont betray your country.
Identity Attack0.0020000546
Insult0.014002593
Profanity0.0001260884
Threat0.0015561116
Severe Toxicity0.000004367438
Low Tox 0.035433132 Call_To_Action
Dec 9, 2025
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past …
I think it is important to give some scrutiny and take a thorough look at things. Some give free food but it does not mean they are contributing net to our society. In the past many local Canadians volunteered extensively in our community. That has gone away in present day. Dont let someone giving a free lunch fool you into thinking they do nothing wrong
Identity Attack0.0046987277
Insult0.018774498
Profanity0.015830519
Threat0.006925808
Severe Toxicity0.0008773804
Low Tox 0.035220183 Constructive 0.791
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
They dont want to be citizens. They just want to enjoy the rights of citizens and live with citizens.
They dont want to be citizens. They just want to enjoy the rights of citizens and live with citizens.
Identity Attack0.009434453
Insult0.013858915
Profanity0.010979908
Threat0.0066086366
Severe Toxicity0.0009918213
Low Tox 0.034513097 Low Con 0.208
Sep 18, 2025 104 likes Inside Canada's Indian Metropolis (Brampton)
Everyone saying they dont assimilated should be practicing First Nation traditions and lifestyles, since they were the original people here and when the settlers came they should have assimilated to their culture.
Everyone saying they dont assimilated should be practicing First Nation traditions and lifestyles, since they were the original people here and when the settlers came they should have assimilated to their culture.
Identity Attack0.018269362
Insult0.012262905
Profanity0.0118338885
Threat0.006550381
Severe Toxicity0.0010490417
Low Tox 0.034041706 Moderate Con 0.48 Moral_Argument
Feb 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Dont forget all the accidents they're causing in the trucking industry and how they're pricing out canadians from competing in the construction industry because they can work for so cheap.
Dont forget all the accidents they're causing in the trucking industry and how they're pricing out canadians from competing in the construction industry because they can work for so cheap.
Identity Attack0.012061302
Insult0.015872927
Profanity0.009596458
Threat0.006861079
Severe Toxicity0.0010919571
Low Tox 0.033806015 Moderate Con 0.465 Economic_Argument
Oct 20, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower …
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower to middle class ) would say things are fine and if we took a moment to get opinions in a couple cities or even towns in Canada ( Ontario specifically) and ask the lower to middle class we will see just how negative the impact is on us.
Identity Attack0.017967897
Insult0.0142009165
Profanity0.009920971
Threat0.006162008
Severe Toxicity0.00084400177
Low Tox 0.032863233 Constructive 0.75
Aug 31, 2025 8 likes Why Canadians Are Turning Against …
the international.students coming to .universities have paid a hige price compared to native people. these students would be attending college and 2orkong tonget q decent job. however those who just want to work and dont …
the international.students coming to .universities have paid a hige price compared to native people. these students would be attending college and 2orkong tonget q decent job. however those who just want to work and dont want to study are the ones to be blames for. because if such students everyother student gets affected.
Identity Attack0.00899048
Insult0.014732921
Profanity0.013166099
Threat0.0066927844
Severe Toxicity0.0009250641
Low Tox 0.032863233 Constructive 0.523 Policy_Critique
Nov 4, 2025 IRCC Names India in Study …
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Suspended with pay. Dont worry the bad news will disappear i spring when comsumer season starts
Identity Attack0.0027748393
Insult0.012794908
Profanity0.011936366
Threat0.008815889
Severe Toxicity0.0011014938
Low Tox 0.032627538 Moderate Con 0.346 Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Now that this is exposed. If the Canadian Government dont do something major about this.. Canadians are going to rise up very soon
Now that this is exposed. If the Canadian Government dont do something major about this.. Canadians are going to rise up very soon
Identity Attack0.012061302
Insult0.013402912
Profanity0.010757872
Threat0.008285114
Severe Toxicity0.0010633469
Low Tox 0.032156147 Low Con 0.243 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
At leash there follow the rules, the culture and dont make any trouble than im ok with it
At leash there follow the rules, the culture and dont make any trouble than im ok with it
Identity Attack0.010581387
Insult0.010362893
Profanity0.018324144
Threat0.008168601
Severe Toxicity0.0015354156
Low Tox 0.030506283 Moderate Con 0.44 Moral_Argument
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.