Skip to content
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

click to expand

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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "How they are going to …" 2,613 comments · Page 66 of 105
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone …
We absolutely do have an immigration problem, I’d say time to turn the tap off, and get on the ones here about status, BUT we cannot allow what has been happening in the states, anyone with a brain can see what the USA has become these days (government wise) But a controlled program without liberals and conservatives talking it into the ground. Or going the human rights violations route. We would see a noticeable decrease in this very evident problem, and yes it’s problem. I’m not liberal or conservative at all and you should not need to be either to see the problem.
Identity Attack0.058401883
Insult0.06617179
Profanity0.025497584
Threat0.010369381
Severe Toxicity0.003566742
Low Tox 0.15103401 Constructive 0.665
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking …
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking about half the population in just one town or city, the entire country is half foreign. they did not jump the border of course, but like so many of these "liberal" western wannabe countries, the government sseem to have an irresistable urge to let any tom d and harry into the country whose even remotely interested. not sure why everybody keeps praising this place.....its weird and bizzare dont u think going to another country and seeing and knowing half the people there are foreign like u.....like who goes to visit another country wanting to see foreigners? i dont go to japan or australia hoping to see nothing but foreigners.
Identity Attack0.094936445
Insult0.06459839
Profanity0.025907494
Threat0.0076119336
Severe Toxicity0.0037193298
Low Tox 0.15103401 Constructive 0.597 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
And if you go to Vancouver the airport is full of Chinese, all signs are in Chinese and all workers are Chinese. First time I flew in I honestly thought we took the wrong flight.
And if you go to Vancouver the airport is full of Chinese, all signs are in Chinese and all workers are Chinese. First time I flew in I honestly thought we took the wrong flight.
Identity Attack0.17614605
Insult0.031807642
Profanity0.014361672
Threat0.006492125
Severe Toxicity0.0030326843
Low Tox 0.15048122 Constructive 0.503 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Never go to Brampton
Never go to Brampton
Identity Attack0.054763943
Insult0.030375287
Profanity0.022218296
Threat0.009256045
Severe Toxicity0.0030899048
Low Tox 0.15048122 Low Con 0.3
Nov 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
they all must go
they all must go
Identity Attack0.027614836
Insult0.028281843
Profanity0.03339528
Threat0.049774777
Severe Toxicity0.005760193
Low Tox 0.15048122 Moderate Con 0.327
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
2:15 he aint going anywhere lol🤣🤣
2:15 he aint going anywhere lol🤣🤣
Identity Attack0.0076585566
Insult0.0314771
Profanity0.050680235
Threat0.0100069
Severe Toxicity0.005836487
Low Tox 0.14950264 Low Con 0.247 Humor_Satire
Feb 10, 2026 Inside Canada's Indian Invasion...
Remigration! Require people with expired visas to return to the country of origin,.go to the back of the line, and apply again.
Remigration! Require people with expired visas to return to the country of origin,.go to the back of the line, and apply again.
Identity Attack0.08252834
Insult0.03522326
Profanity0.012312118
Threat0.009256045
Severe Toxicity0.0036239624
Low Tox 0.14950264 Low Con 0.274 Call_To_Action
Jan 19, 2026 2.9 million Canadian temporary visas …
I wonder if that guy with the bike is going to get a knock on his door soon?
I wonder if that guy with the bike is going to get a knock on his door soon?
Identity Attack0.005364689
Insult0.025929155
Profanity0.02030538
Threat0.13313138
Severe Toxicity0.005607605
Low Tox 0.14950264 Moderate Con 0.317 Meta_Commentary
Jan 27, 2026 30 likes Inside Canada's Indian Invasion...
Why is he going in and out of doing a fake accent when he told the man he only speaks english? 😂
Why is he going in and out of doing a fake accent when he told the man he only speaks english? 😂
Identity Attack0.013646871
Insult0.05086332
Profanity0.035399333
Threat0.007068211
Severe Toxicity0.0026512146
Low Tox 0.14950264 Low Con 0.234 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
The problem is that all these communities should have been spread out to other parts of the country. If they are congregated in one area, this is going to cause massive, massive problems. We have …
The problem is that all these communities should have been spread out to other parts of the country. If they are congregated in one area, this is going to cause massive, massive problems. We have the same problem in England. In Leicester and Birmingham, there are over three million Indian Asians who reside in each city alone! Take a look at Heathrow airport. It has literally been taken over.
Identity Attack0.15517195
Insult0.029493837
Profanity0.023789622
Threat0.009100696
Severe Toxicity0.004043579
Low Tox 0.14950264 Constructive 0.721
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
Are u shaw about sneaking in to the greatest country on earth 🌍 it don’t look like the greatest country with all the stuff going on there
Are u shaw about sneaking in to the greatest country on earth 🌍 it don’t look like the greatest country with all the stuff going on there
Identity Attack0.029917859
Insult0.033019636
Profanity0.037904397
Threat0.009048914
Severe Toxicity0.005264282
Low Tox 0.14950264 Low Con 0.222 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate …
There is a clear lie in that video. Nobody is in Limbo. Mind you there is normal Federal Express entry program still happening. Meaning, that if you get selected through that program, you can immigrate to any province of your choice - including Quebec. You can also still get bonus points for Canadian education (Quebec education does count) and Canadian work experience (if it qualifies). So the only thing that happened was, that one provincial nomination program was ended, that is all that happened. The practical problem is, that provincial nomination does give so many points, that it is a guarantee of normal express entry pull as long as you just meet criteria to enter Express entry. So provincial nominations are suitable for people that might be otherwise struggling with points (older age, less language perfection, les bonus points from education or work experience). For a disclaimer, provincial programs are based on a specific province needs and just because one was opened when you planned to go and study or work in Canada, it does not mean it will be like that forever. If an agent made you such promise, then he was misleading you. Again for those people demonstrating, nothing has changed for them other than one future option was gone. They still have their student or work permit until it expires. They also can apply into Express entry program as normal. On a side note for Canadian trying to cheer about this, be aware, such change can also mean that economy projection for next few years is not the best. so take it a warning sign. Or if we are lucky, it was found that this program was not bringing intended type of skilled worker or was heavily abused.
Identity Attack0.011691323
Insult0.07333439
Profanity0.021056883
Threat0.0068028234
Severe Toxicity0.0028800964
Low Tox 0.14950264 Constructive 0.707
Nov 23, 2025 Quebec Ends Economic Immigration Program …
I don't know why these ladies sound so sad about deportations. If they don't qualify then I don't see an issue, they should go back.
I don't know why these ladies sound so sad about deportations. If they don't qualify then I don't see an issue, they should go back.
Identity Attack0.06340405
Insult0.046178754
Profanity0.01620627
Threat0.010938995
Severe Toxicity0.0031852722
Low Tox 0.14950264 Constructive 0.559 Policy_Critique
Dec 24, 2025 13 likes Deportations From Canada at Their …
They all need to go back!
They all need to go back!
Identity Attack0.026007013
Insult0.03511308
Profanity0.018255826
Threat0.034422375
Severe Toxicity0.004711151
Low Tox 0.147767 Low Con 0.203 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money …
Whenever I go to the bank I get stuck waiting in line. It’s always packed with Indians taking forever. I’m not sure what they are doing. It’s probably something to do with free government money though.
Identity Attack0.1508922
Insult0.036325075
Profanity0.027547138
Threat0.008194493
Severe Toxicity0.004272461
Low Tox 0.147767 Moderate Con 0.423 Unverified_Claim
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to …
Welcome to world economic forum and liberals that is what you get Canadians are sleeping besides crying online people should go protest like they do if people dont show their frustration its just going to continue good luck before this country turns in to a 3 world country
Identity Attack0.06431354
Insult0.06319981
Profanity0.014532468
Threat0.007909686
Severe Toxicity0.0031089783
Low Tox 0.147767 Low Con 0.284 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay …
They opened the flood gates and they’ve never stop coming. We as true Canadians do not want to be a minority in our own country. We need to protect our culture. Wanting Canada to stay Canadian is not racist. It should also be absolutely prohibited that non-Canadian born citizens become RCMP officers. The audacity to go to another country and police it’s citizens is outrageous.
Identity Attack0.10235514
Insult0.05144889
Profanity0.013131939
Threat0.00814271
Severe Toxicity0.0038719177
Low Tox 0.147767 Moderate Con 0.483 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Regular & Seasoned-Political-professionals-citizens knows it from the get go all they desire my vote liberally..and They provide rationale that immigrants produce & create stuff so get over it🤔
Identity Attack0.10221587
Insult0.04442204
Profanity0.016411226
Threat0.0068416605
Severe Toxicity0.0029563904
Low Tox 0.147767 Moderate Con 0.416 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue …
The left will have a nice meltdown when the United States takes us over. Our economy is non existent, Canada is going bankrupt! Our neighbours across the border will have no choice but to rescue us. U.S. will not tolerate a communist government next door. We shall thank all the liberal voters for making it happen.
Identity Attack0.0376521
Insult0.060927123
Profanity0.015079016
Threat0.010731863
Severe Toxicity0.002822876
Low Tox 0.1460314 Moderate Con 0.348 Fear_Threat
Feb 18, 2026 1 likes LILLEY UNLEASHED: The fall of …
kinda need them to all go back home at some point
kinda need them to all go back home at some point
Identity Attack0.026007013
Insult0.0350029
Profanity0.024677763
Threat0.037530303
Severe Toxicity0.0049591064
Low Tox 0.1460314 Low Con 0.27 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they were in a program who said that come to Canada and you will have citizenship if you adapt to our country. We change the rules in middle of the program!!! Those people left everything to come to our country! It's an honor for us that they choose to come here. We need people for specific jobs and send them back??? That is looking like Trump manner!!! We should be angry and ashame of the way liberal treat those people!!! We live in a really crual world! Where are our humanity and empathy??? There is a lot of good people who come here to have a good life and be good citizens. I met an young woman from Ukraine and I said to her: I love Ukraine! She jump in my arms and put her head in my shoulder!!! That is a moment I will never forget...
Identity Attack0.058856625
Insult0.061626412
Profanity0.017777596
Threat0.007624879
Severe Toxicity0.004081726
Low Tox 0.1460314 Constructive 0.792 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a …
8:38 Did they move out from India to Canada because of their demand of Khalistan . Simply answer is —- A big NO . They were taken there by British in world war as a worker and some sort of soldier , but they were not the only indian, but some others not from Punjab also went there . Yeah, punjabi sikh are more in number , they have organised groups and institutions there . Some are anti India and some are not , but normal Indians go there seeking more opportunities and income .
Identity Attack0.14233272
Insult0.035333443
Profanity0.017914234
Threat0.007961469
Severe Toxicity0.003604889
Low Tox 0.14429577 Constructive 0.601 Comparative_Framing
Feb 4, 2026 2 likes 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.