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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: "When did he wake up …" 147 comments · Page 4 of 6
People wake up This Is How They will start the World War III
People wake up This Is How They will start the World War III
Identity Attack0.056582913
Insult0.028061481
Profanity0.056441884
Threat0.1575099
Severe Toxicity0.01644827
Low Tox 0.26293078 Low Con 0.101 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
When are you people are going to wake up and see the reality , this is staged by your own government to destroy your way of life it's dictated by Davos this is why it's …
When are you people are going to wake up and see the reality , this is staged by your own government to destroy your way of life it's dictated by Davos this is why it's just NATO countries affected , I don't want this country to turn to Punjab or any country that have no rule of laws , why do you think when criminals get arrested they walk out the back door , do you people ever think ?????? I guess not , this goes for housing education healthcare and cost of living
Identity Attack0.068465814
Insult0.12883772
Profanity0.030389199
Threat0.01698343
Severe Toxicity0.008087158
Low Tox 0.2540519 Moderate Con 0.423 Unverified_Claim
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree get.Get them out of here.Especially East Indians,many who r terriosts or close enough to it,Creating rasism .They have no Canadian interest other than taking over everything.We need to wake up.The free rides r …
I agree get.Get them out of here.Especially East Indians,many who r terriosts or close enough to it,Creating rasism .They have no Canadian interest other than taking over everything.We need to wake up.The free rides r over..Get out of here.
Identity Attack0.16308264
Insult0.04965236
Profanity0.004660106
Threat0.004029987
Severe Toxicity0.000023773042
Low Tox 0.25103337 Identity_Assertion
Apr 15, 2025
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension …
Um so tired of going to a store all immigrants working. Make a phone call it's answered by an immigrant. You can't understand them . I love on ccpd I don't get old age pension yet. I'm too old to get the child tax credit and I'm on a Canada pension disability. I get 713.00 a min to live on. Period. That's it. 😢😢😢 I struggle every day. I live in a seniors housing complex..so my rent is adjusted to fit my income. Thank God for housing I'd be homeless if it wasn't for them. 😢😢 But the immigrants have money. Have jobs. Drive new cars. Get free rent for a year. I waited 9.5 hours at the emergency😢😢 not the Indians they have Indian drs that work there for them. How in the hell is this ok. I ended up leaving the emergency I couldn't wait any longer. I sat there in pain all that time and two Indian families came in during that time and within 20 min at the most they were in and out. They even have an advertisement in the emergency room in their language with all the Indian drs working there. Wtf is going on. I'm tired of seeing these people. They are opening businesses here. Everything you see now is written in English, French and Indian. They call it our third language now. There are building going up that have only immigrants in them. A d I live in a small town but the city. Come on. They stopped saying the Lord's prayer in schools. They can't say Merry Christmas. Christmas concerts are called Holliday concerts now. Our kids don't know the national a them they stopped that. They don't know the Lord's prayer they stopped that. The schools are changed to not make other nationalities feel bad. They get their Holliday's off and our Holliday's off..why? We don't get their off. Yeah I'm just a plain white person who lived in Canada all my life. 64 years. I've never seen this in my days. Never. Everything is destroyed. This feels like India 😢😢😢. We have to stop this. They need to leave. They are not here because of war or danger for their lives. They are here to take the jobs, take over our culture and country. Now we have to be careful what we say or were called racist. I'm white I lived in the hood all my life. With black people. I have alot of black friends even family but this is so damn reducilous. Who are they a d why are they here. Canada doesn't take care of us any more. Or help us people who need it. We are homeless in the streets you don't see Indians homeless, hell no. So Carney step up a x fix what Trudeau ruined. Please. This is not the country I'm used to it's India. Not Canada. I have friends from Ukraine. Now they are brought here because of the war. I get it. But they have their own immigration dr. And they've been here 2.5 years if that and bought their own home a year ago. How is this possible? The first year Canada paid their rent for a year. I live on 713.00 a month. He's a month. I live in seniors housing. I can't get enough to live on. I struggle every day😢😢😢 no one will help me. I'm alone and have nothing while Canada is supporting these immigrants and saying to hell with you if your Canadian . Yes I said it. How can someone live in what I get a month. I don't get anything else and like I said if it wasn't for housing I'd be in the street while Canada brings over immigrants from India that are not here because of war. Just to make more money to send home and take everything from us. They are laughing at us everyone is. Wake up people. We are the minority in our own country😢😢😢😢😢 I'm so done
Identity Attack0.21470967
Insult0.100019015
Profanity0.034146797
Threat0.007586042
Severe Toxicity0.008773804
Low Tox 0.25084448 Constructive 0.81
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
This is how liberals maintain power, as people wake up to corruption, bring in more immigrants whose citizenship and free money depends on bad policies
This is how liberals maintain power, as people wake up to corruption, bring in more immigrants whose citizenship and free money depends on bad policies
Identity Attack0.14661247
Insult0.110259406
Profanity0.019075647
Threat0.007883795
Severe Toxicity0.0037956238
Low Tox 0.2396185 Low Con 0.26 Unverified_Claim
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
I just shared this all over X. Hopefully, some of the sheep that don't understand why life is so difficult might wake up 😊
I just shared this all over X. Hopefully, some of the sheep that don't understand why life is so difficult might wake up 😊
Identity Attack0.018470341
Insult0.16802633
Profanity0.08225787
Threat0.0115345
Severe Toxicity0.005531311
Low Tox 0.23451406 Moderate Con 0.487 Call_To_Action
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
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)
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 …
Bc your caused are subsidized that's why 🤦🤦🤦🤦🤦🙎wake up people
Bc your caused are subsidized that's why 🤦🤦🤦🤦🤦🙎wake up people
Identity Attack0.00932346
Insult0.082372494
Profanity0.09744903
Threat0.008841781
Severe Toxicity0.009536743
Low Tox 0.20572066 Low Con 0.189 Unverified_Claim
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. …
Wake up Canada. This is colonization, a takeover of your country. We in America stand beside you. Stand up for your country and your freedom. They will take it if you let them. Stand up. This is happening worldwide in every single European white culture countries. This is not by accident.
Identity Attack0.21075934
Insult0.04090862
Profanity0.017914234
Threat0.010395273
Severe Toxicity0.005340576
Low Tox 0.20126031 Moderate Con 0.338 Fear_Threat
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Indian I feel it's not good thing Canada belongs to local canadians not immigrants who migrated years ago this is how invasion looks like if not stopped this people will keep increasing some …
As a Indian I feel it's not good thing Canada belongs to local canadians not immigrants who migrated years ago this is how invasion looks like if not stopped this people will keep increasing some of this people even take double status from India and Canada giving them political rights is most dangerous hope your Canadian government wakes up from deep sleep
Identity Attack0.17536941
Insult0.06984934
Profanity0.0157622
Threat0.010188141
Severe Toxicity0.00541687
Low Tox 0.19870108 Constructive 0.598
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, …
canada is getting very close to having more than half of their newborns be first-generation immigrants from india. in a couple short generations, it will be impossible for canadians to win any sort of election, vote, nomination, poll, etc etc. these people and their beliefs do not work in western society. they want to overrun the population (with religion as an excuse) so they can take control and begin dismantling western culture. soon all of canadas laws and protections will defend the invasions and open their boarders wide open. western society and it's values are in grave danger. they're going to use our system against us. its happening right in front of your eyes. time to wake up. these people aren't coming to canada and the states in search of a better life or the american dream. they do not want to assimilate and they refuse our values. they are here because they want their own country, and they're very close to having it. these people were chanting DEATH TO THE WEST, DEATH TO AMERICA the day they flew over.
Identity Attack0.16801116
Insult0.0806213
Profanity0.020373698
Threat0.010343489
Severe Toxicity0.0064468384
Low Tox 0.19504376 Moderate Con 0.368 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
This is sabotage and betrayal of government power and external invasion. Wake up, canadians.
Identity Attack0.10221587
Insult0.06652143
Profanity0.013644327
Threat0.009851551
Severe Toxicity0.003490448
Low Tox 0.17805049 Low Con 0.148 Fear_Threat
Nov 22, 2025 Thousands of refugees allowed into …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a …
10:50 false. Businesses don't receive money back for hiring migrants. Be selective with the information shared. Some businesses with labor shortages are helped with the settlement program with administrative support. Racism is to blame a particular group of people, Indian is a big group in Canada and around the world, but not the only one. Chinese, Philippines, Latino, Ukrainian, and East European are the majority in Canada. Look in statistics Canada. Hiring specific migrants instead of Canadians is a company decision is pure capitalism. House crisis is a global issue, capitalism (investment vs basic human rights). Inflation is an economic issue. The most wanted criminals in all of Canada, are Canadians. Look into the police web pages, go yourself and see the pictures and names. Blame migrants is a global tactic used 100 years ago by different politics to get elected with the promise of a solution. Migration exists with humanity, economic crises are modern issues. With the wrong diagnosis we get the wrong solutions. Wake up Canada, that is the reason that US is your father.
Identity Attack0.11512129
Insult0.06250052
Profanity0.015113175
Threat0.00713294
Severe Toxicity0.003452301
Low Tox 0.16765249 Constructive 0.753
Aug 26, 2025 Why Canadians Are Turning Against …
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have …
The main fault lies with the Cdn.system of allowing these dubious ‘ students ‘ from some countries like India , who were allowed into Canada with fraudulent documents & intentions. These so called students, have no intention to study in Canada in the first place but to use the opportunity to work illegally under the umbrella of being students.! The Cdn.authorities involved have to wake up to this reality of fraudulent intentions more seriously now as the situation is becoming more problematic in the near future. This is the time to start rounding up these supposedly ‘ students’ , similar to the ICE campaign of deportation of aliens back to their countries , ASAP.!
Identity Attack0.07673789
Insult0.082619295
Profanity0.019007329
Threat0.0076507707
Severe Toxicity0.0032806396
Low Tox 0.165053 Constructive 0.503 Unverified_Claim
Oct 11, 2025 1 likes IRCC Names India in Study …
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump …
This is a bigger plan by " elite left " to destory the structure of the country then ,when it is destroyed they can control the population in one swoop ,wake up canada 🇨🇦, trump stopped this for america 🇺🇸 and canada there is no one to stop this happening to canada 😢😢😢😢
Identity Attack0.04512853
Insult0.0573046
Profanity0.014156717
Threat0.015947454
Severe Toxicity0.003967285
Low Tox 0.16043124 Moderate Con 0.305 Unverified_Claim
Sep 21, 2025 10 likes Inside Canada's Indian Metropolis (Brampton)
the gov rents the houses for them with tax payers money and then you cant find a house and then they raise your taxes to pay for it, wake up canada, get rid of justin, …
the gov rents the houses for them with tax payers money and then you cant find a house and then they raise your taxes to pay for it, wake up canada, get rid of justin, elect your own trump!
Identity Attack0.011247349
Insult0.071433455
Profanity0.014942379
Threat0.023199292
Severe Toxicity0.004501343
Low Tox 0.15822013 Low Con 0.246
Jul 23, 2018 3 likes How much do refugees and …
This needs to stop Canadians, wake up, wake up.
This needs to stop Canadians, wake up, wake up.
Identity Attack0.104676254
Insult0.031146556
Profanity0.01309778
Threat0.036149003
Severe Toxicity0.0051116943
Low Tox 0.15822013 Low Con 0.292
Oct 1, 2025 IRCC Names India in Study …
Canada is done and if the US doesn't wake up it will be next. Bring third world to first world and first world becomes third world.
Canada is done and if the US doesn't wake up it will be next. Bring third world to first world and first world becomes third world.
Identity Attack0.10221587
Insult0.036545437
Profanity0.014259194
Threat0.012181788
Severe Toxicity0.005302429
Low Tox 0.15766735 Low Con 0.1 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs …
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs belong to indians now. local US engineers are sittings without a job. standford, mit, berkley graduates, all of them jobless.
Identity Attack0.12735364
Insult0.05203446
Profanity0.013336895
Threat0.0069646453
Severe Toxicity0.0033950806
Low Tox 0.15545623 Moderate Con 0.456
Jan 27, 2026 Inside Canada's Indian Invasion...
Unbelievable 😮 please share this ! Canadians that believe in the Liberals government NEED to WAKE UP !!
Unbelievable 😮 please share this ! Canadians that believe in the Liberals government NEED to WAKE UP !!
Identity Attack0.05976611
Insult0.06477321
Profanity0.014669105
Threat0.008919456
Severe Toxicity0.004043579
Low Tox 0.15435068 Low Con 0.286 Call_To_Action
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Wake up liberals they are only here to obtain permanent residency and then bring their families they are not here for the student visa
Wake up liberals they are only here to obtain permanent residency and then bring their families they are not here for the student visa
Identity Attack0.06567776
Insult0.061101943
Profanity0.015249812
Threat0.007624879
Severe Toxicity0.003376007
Low Tox 0.15324512 Low Con 0.204
Sep 30, 2025 1 likes IRCC Names India in Study …
Wake up Canadians do not allow them to breach any further!
Wake up Canadians do not allow them to breach any further!
Identity Attack0.10221587
Insult0.035553806
Profanity0.014669105
Threat0.013372798
Severe Toxicity0.0038337708
Low Tox 0.147767 Low Con 0.263 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
It's nothing but a bad woke. Maybe Canada will wake up out of this bad woke !! W.E.F.
It's nothing but a bad woke. Maybe Canada will wake up out of this bad woke !! W.E.F.
Identity Attack0.017264472
Insult0.0670459
Profanity0.019963788
Threat0.008492245
Severe Toxicity0.0028038025
Low Tox 0.147767 Low Con 0.205 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Canada is just circling the drain! Wake up people!
Canada is just circling the drain! Wake up people!
Identity Attack0.06340405
Insult0.06023245
Profanity0.014156717
Threat0.010265815
Severe Toxicity0.0037384033
Low Tox 0.14082454 Low Con 0.184 Fear_Threat
Feb 27, 2026 2 likes BATRA’S BURNING QUESTIONS: Canada’s absent …

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.