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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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Active: "I don't blame them. We …" 384 comments · Page 9 of 16
When a person moves to another country to live and work, shouldn’t the person supposed to respect the culture and tradition of the country and not flaunt theirs to disregard them? The whites are being …
When a person moves to another country to live and work, shouldn’t the person supposed to respect the culture and tradition of the country and not flaunt theirs to disregard them? The whites are being incited to rise up by these actions of immigrants… the politicians like Trudeau is to be blamed for such a situation.
Identity Attack0.31307843
Insult0.10294484
Profanity0.018802373
Threat0.008298059
Severe Toxicity0.0064849854
Low Tox 0.28547668 Moderate Con 0.465 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Thank you for this. As a single mom of 3 kids in their 20’s I am shocked with the seeming hypocrisy in our country right now. Those who have deflect and blame trump for all …
Thank you for this. As a single mom of 3 kids in their 20’s I am shocked with the seeming hypocrisy in our country right now. Those who have deflect and blame trump for all our problems. We need to stop blaming and start paying attention to what really matters - our own citizens who are suffering.
Identity Attack0.012943448
Insult0.27558193
Profanity0.015557245
Threat0.00713294
Severe Toxicity0.0025177002
Low Tox 0.28547668 Constructive 0.713 Personal_Narrative
Feb 17, 2026 52 likes LILLEY UNLEASHED: The fall of …
The globalists are to blame for destroying the West. I hope Tyler does a video on them soon.
The globalists are to blame for destroying the West. I hope Tyler does a video on them soon.
Identity Attack0.16373143
Insult0.08582769
Profanity0.05543986
Threat0.13633445
Severe Toxicity0.00957489
Low Tox 0.2854733 Moderate Con 0.333 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming …
Guys this is beyond blaming Indians. You all need to look at the people enabling all this. They have an agenda to digitize IDs. Indians are actually being used, and yes they are gladly coming to Canada, but this is all a part But this is all on purpose by our very own Liberal governments. Liberal is the key word. The people who defy God.
Identity Attack0.32184324
Insult0.10148193
Profanity0.027410502
Threat0.008634649
Severe Toxicity0.006942749
Low Tox 0.2853768 Moderate Con 0.48
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Orders coming from the PM is the blame for all liberal ministers actions and words. Fire all of them 😂
Identity Attack0.02238941
Insult0.08484049
Profanity0.02522431
Threat0.34804323
Severe Toxicity0.008010864
Low Tox 0.2853768 Low Con 0.158 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I was almost sideswiped twice on the freeway going to Mississauga both times it was a car full of Indians flying through traffic and racing. Another guy that only had his temp license reversed into …
I was almost sideswiped twice on the freeway going to Mississauga both times it was a car full of Indians flying through traffic and racing. Another guy that only had his temp license reversed into the back of my brand new truck and tried to blame me😂
Identity Attack0.32768643
Insult0.11616662
Profanity0.04366605
Threat0.011741633
Severe Toxicity0.009422302
Low Tox 0.28425202 Constructive 0.508 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Why blame a certain community? Liberals let in illegal migrants! And the unjust benefit system has ruined the fabric of the society.
Identity Attack0.27798235
Insult0.107333586
Profanity0.019963788
Threat0.009023022
Severe Toxicity0.0060653687
Low Tox 0.28312725 Moderate Con 0.35 Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
No good deed goes punish. This is Canada mistake don't blame the Indian because you are that allow it.
No good deed goes punish. This is Canada mistake don't blame the Indian because you are that allow it.
Identity Attack0.316
Insult0.08508729
Profanity0.018597418
Threat0.010084574
Severe Toxicity0.007171631
Low Tox 0.28312725 Moderate Con 0.323 Moral_Argument
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, …
In your video, you are unfairly targeting Indians and even showing Hindu Gods’ idols in a disrespectful way, which is highly inappropriate. What you failed to show is how other communities, including certain refugee groups, have also influenced Canadian society in ways that often go unquestioned. Indians – especially Hindus – come to Canada by investing huge amounts of money, and they quietly contribute to the economy and culture without creating disturbances. Hindus rarely do anything other than celebrate their festivals peacefully in parks. Yes, the job market is tough – but it’s the same for everyone. I myself served as a Director in a Canadian supermarket chain and have been without a job for 13 years. My kids face the same struggle. But instead of talking about real issues, your video paints Indians in a very negative light. Why? Even leaders like Donald Trump tried this path of targeting communities, and it led only towards division and disaster. Please don’t create mental agony and hatred against Indian Hindus. These are the very people who generate jobs, run businesses, and quietly support society. I rate your video as a disgusting attempt to twist personal frustrations into a community-blaming narrative, even bringing in Indians who, sadly, criticize their own background. Targeting Indians and showing Hindu Gods’ idols is shameful and disrespectful. Hindus come to Canada by investing heavily, live peacefully, and contribute to society without disturbing anyone. The job market is tough for everyone – blaming Indians is nonsense. Your video spreads hate instead of facts and creates unnecessary division. Indians, especially Hindus, are job creators, not destroyers. This video is nothing but a disgusting attempt to twist personal frustration into hate against a community.
Identity Attack0.3072352
Insult0.12883772
Profanity0.029186781
Threat0.009696201
Severe Toxicity0.008850098
Low Tox 0.27975297 Constructive 0.824
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
How are immigrants to blame for all of Canadas problems?? If anyone is to blame, it’s the Canadian government and the elbows up Canadians themselves who voted for them
How are immigrants to blame for all of Canadas problems?? If anyone is to blame, it’s the Canadian government and the elbows up Canadians themselves who voted for them
Identity Attack0.2816105
Insult0.09563028
Profanity0.016172111
Threat0.008531082
Severe Toxicity0.0064468384
Low Tox 0.27525392 Moderate Con 0.324 Policy_Critique
Aug 25, 2025 28 likes Why Canadians Are Turning Against …
Canada's government been compromised by immigrants and illegal immigrants anchor babies. Now the immigrants there speaking as if they're natives of Canada therefore blame that government heavy.
Canada's government been compromised by immigrants and illegal immigrants anchor babies. Now the immigrants there speaking as if they're natives of Canada therefore blame that government heavy.
Identity Attack0.2808415
Insult0.1469393
Profanity0.015249812
Threat0.008194493
Severe Toxicity0.006790161
Low Tox 0.27525392 Moderate Con 0.386 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Blame the immigration officials, they did open the doors for criminals who came from India and other foreign countries. Refugees that have criminal records were given access by the government to step in here in …
Blame the immigration officials, they did open the doors for criminals who came from India and other foreign countries. Refugees that have criminal records were given access by the government to step in here in Canada. Blame immigration officials and the authorities that are responsible in keeping our PEACE AND ORDER.
Identity Attack0.2839175
Insult0.11172232
Profanity0.014054239
Threat0.009359611
Severe Toxicity0.007095337
Low Tox 0.27412915 Constructive 0.513 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Don’t blame them, blame your government for the sake of money. They invited for workers for students. They are legally migrated, not illegal migration, go and catch the your politicians. Those are now acting as …
Don’t blame them, blame your government for the sake of money. They invited for workers for students. They are legally migrated, not illegal migration, go and catch the your politicians. Those are now acting as a crocodile tears
Identity Attack0.10221587
Insult0.22303216
Profanity0.028230323
Threat0.010680079
Severe Toxicity0.005683899
Low Tox 0.27412915 Moderate Con 0.35 Policy_Critique
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
They are all Punjabis and they don't want to call them as an Indian so don't blame India.
They are all Punjabis and they don't want to call them as an Indian so don't blame India.
Identity Attack0.36702603
Insult0.08533409
Profanity0.0741757
Threat0.0091524795
Severe Toxicity0.0104522705
Low Tox 0.27236435 Moderate Con 0.414 Identity_Assertion
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
The "immigrants" are not the blame. THE GOVERNMENT that is bringing them in is. Get RID of the Libs who caused this problem. THEY let them in (read INVITED them) to get more votes.
Identity Attack0.27914262
Insult0.0838533
Profanity0.018597418
Threat0.029933142
Severe Toxicity0.009994507
Low Tox 0.27236435 Low Con 0.25 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Why are you people blaming the whole community .A lot of indians came there legally , and worked hard to have a good life there . They pay taxes and don't do anything illegal. Doesn't …
Why are you people blaming the whole community .A lot of indians came there legally , and worked hard to have a good life there . They pay taxes and don't do anything illegal. Doesn't mean every indians are like that ,a lot of them came illegally. deport such people instead of generalizing an entire community. After all this, canandians elected the same government into power that made this mess in the first place just because they hate trump
Identity Attack0.27991617
Insult0.1087965
Profanity0.02795705
Threat0.008919456
Severe Toxicity0.005378723
Low Tox 0.27047762 Constructive 0.631 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage …
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage people. If this scenario is reversed Indians would be complaining like canadians do. So the problem is not one way, just becos reducing immigrants does not solve the issue. people have to see things past nationality or physical identity into the statistics. even though canada has professionals of their own there are people who work with dedication and who work without interest, or recent generation being attracted to digital life instead of understanding that college degrees in mainstream subjects are what earns them job and also they have to show dedication and hardwork along with smart work, comply by the work place rules and so on... this goes to all invariable of who they are. all these started changing and now people instead of trying to correct these small changes that lead to these large issues of cost of living and low wages, have now started to pit against live people and their race, nationality or culture. There are good and bad people eveyrwhere, people cant justify the actions of drug addicts roaming the streets and that has increased a lot now, people acting violently against others just becos they dont have what the other has, and so on. but instead of addressing the high amount of actions that are happening around our own country, it has become easy to put blame on each other. I am not justfying the actions of these bad indians who has done these stuff. but we have to see the other side of it before making this a International Issue. Yes, few Indians are bad but not the entire community. Canada has its own needs that needs a lot of hands and support. So, only if we change our perspective beyond the emotional BS we exhibit, we can address the real issue with real solutions. BTW becoz of these things private companies are the one profitting not the Govt.
Identity Attack0.2839175
Insult0.15982662
Profanity0.023584666
Threat0.0084793
Severe Toxicity0.0075531006
Low Tox 0.26293078 Constructive 0.768
Aug 25, 2025 Why Canadians Are Turning Against …
Blame your government
Blame your government
Identity Attack0.06522302
Insult0.08484049
Profanity0.058445938
Threat0.024062606
Severe Toxicity0.0074768066
Low Tox 0.25727063 Low Con 0.267
Dec 30, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it …
I can understand the immigration problem in your country. The problem I have is where people would use immigration as a cover for being racist. If you want to assimilate immigrants in your country, it would take a while. They will need time and patience. Likely their children will be more assimilated if they were young or born there. A lot of immigrants who are white in your country and your history likely took time for them to assimilate. But their children were likely already assimilated. Also, don’t blame the immigrants for the actions of your government. And yes, your country is changing and it happens all the time when you are nation founded by immigrants. For some of you who think the system isn’t working I get that. But for those who find it a problem when they are not white, just say it.
Identity Attack0.28883415
Insult0.083112895
Profanity0.06195303
Threat0.009799767
Severe Toxicity0.008850098
Low Tox 0.2553839 Constructive 0.732 Moral_Argument
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
More like former invaders interviewing new invaders.😂😂😂. Dude your ancestors history is not that different. Only difference is your ancestors had guns and they come here illegally . Don't blame the player blame the game.
More like former invaders interviewing new invaders.😂😂😂. Dude your ancestors history is not that different. Only difference is your ancestors had guns and they come here illegally . Don't blame the player blame the game.
Identity Attack0.08500996
Insult0.097093195
Profanity0.029888187
Threat0.012906751
Severe Toxicity0.008277893
Low Tox 0.25462922 Low Con 0.287 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberals are to blame for all of this, it's becoming out of control
Liberals are to blame for all of this, it's becoming out of control
Identity Attack0.17381613
Insult0.13245803
Profanity0.029186781
Threat0.009747985
Severe Toxicity0.005455017
Low Tox 0.25462922 Low Con 0.251 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Blame the Immigration / government.
Blame the Immigration / government.
Identity Attack0.2783691
Insult0.06372428
Profanity0.020646973
Threat0.011405042
Severe Toxicity0.006904602
Low Tox 0.25462922 Low Con 0.155
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
blame sidhu moose whala
blame sidhu moose whala
Identity Attack0.084182754
Insult0.3388922
Profanity0.17473823
Threat0.04363242
Severe Toxicity0.017933069
Low Tox 0.25462922 Low Con 0.191 Meta_Commentary
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give …
“ hello Canadians and all immigrants stop blaming kids. They’re youngsters. They left home for higher education just the way British came to India for spice. The displacement of Indians come on man Canadian give them a break. Look at Vancouver Eastside, the lump we’re all people Unless you are Indigenous, we are all immigrants here. Instead of blaming immigrants, we should focus on the real problems: low wages, lack of affordable housing, and exploitation. International students also bring money into Canada—they pay high tuition, rent, and living costs, which supports our economy. Many take jobs that others don’t want. Displacing the blame on them isn’t fair. Give them a break—we need unity, not division.”
Identity Attack0.2816105
Insult0.14150882
Profanity0.029050145
Threat0.008129764
Severe Toxicity0.009613037
Low Tox 0.25462922 Constructive 0.767
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Why blame india? Clean your own diploma mills first.
Why blame india? Clean your own diploma mills first.
Identity Attack0.24293575
Insult0.08831572
Profanity0.026044132
Threat0.00933372
Severe Toxicity0.0061416626
Low Tox 0.25462922 Low Con 0.135
Oct 2, 2025 IRCC Names India in Study …

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.