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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

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Active: "There should be a country …" 3,912 comments · Page 96 of 157
The only problem I see is there are so many Indians.Over 1 billion and as is their right they are creating better opportunities for themselves just like many other nationality.Indians are by and large hardworking …
The only problem I see is there are so many Indians.Over 1 billion and as is their right they are creating better opportunities for themselves just like many other nationality.Indians are by and large hardworking good humans.Its not just Canada but all over Europe are receiving thousands.Ireland for example is tiny with a population of 7 million overall and its seeing a big influx of Indians .Irelands indigenous population will be a minority in 30/40 years I’m not just saying its Indians in Ireland but they are a a growing population in many countries
Identity Attack0.28034934
Insult0.07016616
Profanity0.033144772
Threat0.009359611
Severe Toxicity0.0075912476
Low Tox 0.23235008 Constructive 0.749 Fear_Threat
Oct 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Socialism never fails to fail . Canada is a Godless socialist country and accepts euthanasia, perhaps you are being replaced by better people?
Identity Attack0.10221587
Insult0.11616662
Profanity0.024472807
Threat0.010602405
Severe Toxicity0.0062942505
Low Tox 0.23235008 Low Con 0.154 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We all know it’s happening. It’s time to crack down. While I like Vassy I don’t know she’s pushing back so hard. It is common sense. If you abuse the system you need to be …
We all know it’s happening. It’s time to crack down. While I like Vassy I don’t know she’s pushing back so hard. It is common sense. If you abuse the system you need to be kicked out of the country and we aren’t wasting our $ on you.
Identity Attack0.009767435
Insult0.07428485
Profanity0.085167445
Threat0.13650303
Severe Toxicity0.008010864
Low Tox 0.23235008 Constructive 0.6 Policy_Critique
Feb 25, 2026 1 likes 'We do know that there's …
Send them home, they are just using this country to take advantage of our resources. Let them help their country. Too much burden in our immigration department right now😟
Send them home, they are just using this country to take advantage of our resources. Let them help their country. Too much burden in our immigration department right now😟
Identity Attack0.17303948
Insult0.06529768
Profanity0.017777596
Threat0.011430934
Severe Toxicity0.0064468384
Low Tox 0.23235008 Moderate Con 0.338 Call_To_Action
Nov 20, 2025 6 likes Quebec Ends Economic Immigration Program …
Can't imagine growing up some where and once day wake up and it turning into 3rd world country with a twist of western world .Then again most of America turning into one big ghetto now …
Can't imagine growing up some where and once day wake up and it turning into 3rd world country with a twist of western world .Then again most of America turning into one big ghetto now outside of upper/rich class areas .
Identity Attack0.18546575
Insult0.0813853
Profanity0.048175167
Threat0.008686432
Severe Toxicity0.0077819824
Low Tox 0.23235008 Moderate Con 0.425
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Budddy has been in the country for 3 years and is smuggling ppl…..
Budddy has been in the country for 3 years and is smuggling ppl…..
Identity Attack0.013244915
Insult0.14874944
Profanity0.027137227
Threat0.010291707
Severe Toxicity0.0039863586
Low Tox 0.23235008 Low Con 0.195 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as …
Trudeau only cares for immigrants and refugeed because he wants their votes. These, immigrants come to Canada, have at least 4 kids and counting. Get free welfare, free, housing before our own(which is proven as they get 1st choice before our own)..😡and, child support.My parents worked hard their whole lives and are now on pension...WORKED FOR IT...and their income is way less than what these immigrants will get having all these kids.Its very upsetting that all these refugees and immigrants are coming in and getting more assistance than our own hard working their whole lives, people!!!!!!😡 they screw up their own countries, with wars, violence etc... want to come here and slowly start to screw up ours with their beliefs and laws and demands.Not having it..FIX YOUR OWN COUNTRIES PROBLEMS, THE WAY THIS IS GOING IN THE NEXT 50 YRS YOU WONT SEE ANY THING BUT BROWN AND BLACKS FROM AFRICA, SYRIA ETC..THEY HAVE 10 KIDS TO OUR 1-2 RATIO..🙄
Identity Attack0.17226285
Insult0.12883772
Profanity0.025087673
Threat0.007301235
Severe Toxicity0.006942749
Low Tox 0.23198941 Constructive 0.522
May 28, 2019 1 likes How much do refugees and …
I still love my country idgaf
I still love my country idgaf
Identity Attack0.054763943
Insult0.07428485
Profanity0.2347036
Threat0.008285114
Severe Toxicity0.012283325
Low Tox 0.23198941 Moderate Con 0.41 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in …
I’m 49 years old and grew up in the UK. I was always proud of our multiculturalism growing up about 1/5 of the classrooms were of another country/race. Everyone loved the immigrants they came in worked hard and didn’t cause trouble, most importantly they intergrated. But something changed with this new wave of immigration. They don’t integrate, they don’t work, they want to cha ge the country and religion. They don’t seem to even like Brit’s 😂. It’s a sad situation. Govt has clearly done this on purpose so the natives have to fight for scraps by bringing in desperate people
Identity Attack0.2331515
Insult0.0836065
Profanity0.08840031
Threat0.008440462
Severe Toxicity0.010375977
Low Tox 0.23198941 Constructive 0.753 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
And for some reason this is happening only in white majority countries by their own governments.
And for some reason this is happening only in white majority countries by their own governments.
Identity Attack0.27798235
Insult0.03827355
Profanity0.030138692
Threat0.008272167
Severe Toxicity0.005378723
Low Tox 0.23198941 Low Con 0.196
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Wonder how many non-white countries have the same kind of immigration rules as Canada.
Wonder how many non-white countries have the same kind of immigration rules as Canada.
Identity Attack0.28034934
Insult0.045007613
Profanity0.020373698
Threat0.0065827454
Severe Toxicity0.0047302246
Low Tox 0.23198941 Low Con 0.196
Nov 25, 2025 Quebec Ends Economic Immigration Program …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the …
You can tell the people "concerned" about Canada are straight up just hiding their racist agenda. Yes its hard to assimilate in a culture that is so vastly different from India, you can't blame the people. Large majority of them came here legally and frankly are stuck here because of the investments and loans they've taken to come to this country. Blame your government for obviously chasing quick returns rather than working towards a better future for Canadians.
Identity Attack0.17925262
Insult0.1087965
Profanity0.013405213
Threat0.0067769317
Severe Toxicity0.0046157837
Low Tox 0.23198941 Constructive 0.583 Moral_Argument
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
When a country is so corrupt that these people going to other countries
When a country is so corrupt that these people going to other countries
Identity Attack0.04306607
Insult0.16766082
Profanity0.04792466
Threat0.0074565844
Severe Toxicity0.0038719177
Low Tox 0.23162876 Low Con 0.182 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
We’re done with DEI and we’re done with all the antisemitism and want whomever they can deport that are protesting for Palestine and keep foreign issues out of our country and deal with our own🇨🇦
We’re done with DEI and we’re done with all the antisemitism and want whomever they can deport that are protesting for Palestine and keep foreign issues out of our country and deal with our own🇨🇦
Identity Attack0.22783615
Insult0.061626412
Profanity0.034146797
Threat0.019573374
Severe Toxicity0.008087158
Low Tox 0.23162876 Moderate Con 0.365
Aug 25, 2025 45 likes Why Canadians Are Turning Against …
Being realistic isn’t being uncharitable. If you bring in so many immigrants that you destroy the very system that supports those immigrants (and all of the citizens of the country) then you are doing far …
Being realistic isn’t being uncharitable. If you bring in so many immigrants that you destroy the very system that supports those immigrants (and all of the citizens of the country) then you are doing far more harm than good!
Identity Attack0.19693321
Insult0.07365121
Profanity0.017436003
Threat0.013269233
Severe Toxicity0.005874634
Low Tox 0.23162876 Moderate Con 0.43 Policy_Critique
Feb 22, 2026 4 likes LILLEY UNLEASHED: The fall of …
The consider this country their home? I mean how, for god sakes. Our country is falling apart, they need to gooooooooooo
The consider this country their home? I mean how, for god sakes. Our country is falling apart, they need to gooooooooooo
Identity Attack0.10221587
Insult0.061276767
Profanity0.09098661
Threat0.011793415
Severe Toxicity0.008392334
Low Tox 0.23162876 Moderate Con 0.337 Fear_Threat
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
As I live in Canada, I wish they would go back to their country. Tim Hortons isn't the same.
Identity Attack0.20483385
Insult0.07270074
Profanity0.01579636
Threat0.008013252
Severe Toxicity0.00541687
Low Tox 0.2312681 Constructive 0.551 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada you guys and Gals need to rise up and take your country back
Canada you guys and Gals need to rise up and take your country back
Identity Attack0.17925262
Insult0.06826523
Profanity0.017777596
Threat0.012233571
Severe Toxicity0.007209778
Low Tox 0.23090743 Moderate Con 0.345
Nov 21, 2018 9 likes How much do refugees and …
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing …
Canada has open door policy and keeps taking all sorts of people from all parts of world without verification, checks and balances. Those outsiders are infiltrating your politics, academia, judiciary, pop culture and start influencing your domestic and foreign policy, start electing own people, take over your country and bring their culture, domestic conflicts, religious extremism, communalism, misogyny, lack of hygiene, lawlessness in your country also. And cry victimhood and call everyone racist when they are finally held accountable.
Identity Attack0.10409598
Insult0.15414265
Profanity0.01887069
Threat0.010809537
Severe Toxicity0.0065994263
Low Tox 0.23090743 Moderate Con 0.396 Fear_Threat
Oct 2, 2025 Why Canadians Are Turning Against …
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
CANADA WAKE UP IF YOU DON'T DO SOMETHING IN YOUR SYSTEM. THIS COUNTRY WILL BE INDIA 🇮🇳
Identity Attack0.19890837
Insult0.06617179
Profanity0.020510335
Threat0.02250864
Severe Toxicity0.011138916
Low Tox 0.23090743 Low Con 0.235 Fear_Threat
Oct 12, 2025 IRCC Names India in Study …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a …
He's not joking it's not even funny how many Indians are in Canada they are lying to us about the true numbers mind you 3 million + have expired visas and they just passed a law were if just one of your family members stayed in Canada for 3 years all of their family will become citizens without ever stepping into the country and people can now bring over their elderly parents also they get 83 thousand dollars a year they used the system against us arranged marriages...
Identity Attack0.22783615
Insult0.082372494
Profanity0.020032106
Threat0.007068211
Severe Toxicity0.005874634
Low Tox 0.23090743 Constructive 0.578 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
What am I meant to take away from this video ? You want to the most Indian majority city in the entire country and filmed a bunch of people minding their own business.
Identity Attack0.12208464
Insult0.061976057
Profanity0.06546012
Threat0.013476364
Severe Toxicity0.007133484
Low Tox 0.23090743 Low Con 0.3 Question
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
As Canadian I just want to thank you for making this video and shinning a light. This country is getting destroyed
Identity Attack0.078392304
Insult0.0638991
Profanity0.030138692
Threat0.04524883
Severe Toxicity0.007095337
Low Tox 0.23090743 Constructive 0.512 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Identity Attack0.040745795
Insult0.15698463
Profanity0.028913507
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.23090743 Constructive 0.522 Unverified_Claim
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Indians bring India with them. That's not integration. Adapt to the country you move to or don't move.
Identity Attack0.28034934
Insult0.05964688
Profanity0.02385794
Threat0.007948523
Severe Toxicity0.005607605
Low Tox 0.23090743 Low Con 0.266 Identity_Assertion
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.