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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

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.

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30,738 comments · Page 632 of 1230
Immigration without assimilation is called invasion.
Immigration without assimilation is called invasion.
Identity Attack0.16159154
Insult0.03423163
Profanity0.022286616
Threat0.008893564
Severe Toxicity0.0062561035
Low Tox 0.1991664 Low Con 0.237 Identity_Assertion
Feb 19, 2026 Inside Canada's Indian Invasion...
Get them out
Get them out
Identity Attack0.011543332
Insult0.046178754
Profanity0.04892669
Threat0.079364374
Severe Toxicity0.005722046
Low Tox 0.1991664 Moderate Con 0.351 Call_To_Action
Feb 4, 2026 2 likes 2.9 million Canadian temporary visas …
Everything is set up for a civil war
Everything is set up for a civil war
Identity Attack0.028418748
Insult0.01961243
Profanity0.044417568
Threat0.13815513
Severe Toxicity0.010223389
Low Tox 0.1991664 Low Con 0.189 Fear_Threat
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
21:09 peeja peeja
21:09 peeja peeja
Identity Attack0.008842488
Insult0.039737478
Profanity0.2188925
Threat0.009256045
Severe Toxicity0.016706496
Low Tox 0.1991664 Low Con 0.229
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
If deportees are illegal...than well done.
If deportees are illegal...than well done.
Identity Attack0.1232452
Insult0.061276767
Profanity0.016616182
Threat0.009540852
Severe Toxicity0.0043296814
Low Tox 0.1991664 Low Con 0.283 Policy_Critique
Dec 30, 2025 Deportations From Canada at Their …
Canada and sweeden has been always an slacker paradise. Leftist always use those country's as examples, places where you don't have to work and the government take care of you ,just like a child .
Canada and sweeden has been always an slacker paradise. Leftist always use those country's as examples, places where you don't have to work and the government take care of you ,just like a child .
Identity Attack0.10221587
Insult0.10440776
Profanity0.015454767
Threat0.006356194
Severe Toxicity0.0030708313
Low Tox 0.1991664 Moderate Con 0.334
Apr 29, 2020 1 likes How much do refugees and …
Why you advertising these suss apps?😅
Why you advertising these suss apps?😅
Identity Attack0.017465452
Insult0.06617179
Profanity0.13697
Threat0.009256045
Severe Toxicity0.007095337
Low Tox 0.1991664 Low Con 0.242 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hahaha,go indians
Hahaha,go indians
Identity Attack0.19693321
Insult0.05144889
Profanity0.064458095
Threat0.012078222
Severe Toxicity0.011444092
Low Tox 0.1991664 Low Con 0.275 Humor_Satire
Feb 15, 2026 Inside Canada's Indian Invasion...
w faps
w faps
Identity Attack0.024600167
Insult0.061276767
Profanity0.2124067
Threat0.010887212
Severe Toxicity0.010757446
Low Tox 0.1991664 Moderate Con 0.414
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada become Indian 2.0, congrat
Canada become Indian 2.0, congrat
Identity Attack0.18705739
Insult0.06617179
Profanity0.02208166
Threat0.007754337
Severe Toxicity0.008087158
Low Tox 0.19893374 Moderate Con 0.308 Identity_Assertion
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
The Indians are nice good people here. People gotta stop being racist
The Indians are nice good people here. People gotta stop being racist
Identity Attack0.14661247
Insult0.06354945
Profanity0.068967216
Threat0.008414571
Severe Toxicity0.005760193
Low Tox 0.19893374 Moderate Con 0.441 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m South African Indian from Durban, and I spent three months in Vancouver for work. Honestly, I wouldn’t visit Canada again. The cold was unbearable for me, and I found the country dull and boring. …
I’m South African Indian from Durban, and I spent three months in Vancouver for work. Honestly, I wouldn’t visit Canada again. The cold was unbearable for me, and I found the country dull and boring. Coming from Durban, where there’s warmth, energy, culture, and life everywhere, Canada just didn’t feel like my kind of place. Some people may enjoy the quiet and structure, but it’s not for everyone—and it definitely wasn’t for me. Three months was more than enough to know it’s not my vibe.
Identity Attack0.116281845
Insult0.089778624
Profanity0.049678206
Threat0.008272167
Severe Toxicity0.0059509277
Low Tox 0.19893374 Constructive 0.707 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadians are now assimilating to Indian culture.
Canadians are now assimilating to Indian culture.
Identity Attack0.27340925
Insult0.045007613
Profanity0.017504321
Threat0.006763986
Severe Toxicity0.0045776367
Low Tox 0.19893374 Low Con 0.25 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Soon you will have cows in the street
Soon you will have cows in the street
Identity Attack0.015857628
Insult0.045007613
Profanity0.049177196
Threat0.035803676
Severe Toxicity0.008354187
Low Tox 0.19893374 Low Con 0.211
Oct 29, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
This video is clearly biased. The individuals making disparaging remarks about Indians do not represent the broader community — every society has both good and bad people. What the video fails to recognize is that …
This video is clearly biased. The individuals making disparaging remarks about Indians do not represent the broader community — every society has both good and bad people. What the video fails to recognize is that Indians are among the hardest-working and most enterprising contributors to Brampton’s economy. Content like this unfairly damages the reputation of our city. As a proud Brampton resident, I can confidently say that Brampton stands out as a welcoming and supportive place for immigrants, students, skilled workers, business owners, and seniors alike.
Identity Attack0.11860296
Insult0.08030447
Profanity0.032643758
Threat0.010058682
Severe Toxicity0.00541687
Low Tox 0.19893374 Constructive 0.742
Nov 27, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
KFCs all over England are being used to back door these in. One I went to in London last month the girl behind the counter had to get another Indian to count the money I …
KFCs all over England are being used to back door these in. One I went to in London last month the girl behind the counter had to get another Indian to count the money I paid.
Identity Attack0.22458547
Insult0.061801232
Profanity0.057443913
Threat0.0104988385
Severe Toxicity0.008125305
Low Tox 0.19893374 Constructive 0.581 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
WHY IS MY DAD INTHIS VIDEO
WHY IS MY DAD INTHIS VIDEO
Identity Attack0.017766917
Insult0.030154925
Profanity0.07740857
Threat0.012906751
Severe Toxicity0.010910034
Low Tox 0.19893374 Low Con 0.298 Meta_Commentary
Feb 21, 2026 Inside Canada's Indian Invasion...
At least they aren’t jihadists These people are kind and hard working and very family oriented
At least they aren’t jihadists These people are kind and hard working and very family oriented
Identity Attack0.17226285
Insult0.06494803
Profanity0.04266402
Threat0.0076119336
Severe Toxicity0.005836487
Low Tox 0.19893374 Moderate Con 0.459 Solidarity
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Most of these "refugees" are from India.
Most of these "refugees" are from India.
Identity Attack0.26325142
Insult0.05086332
Profanity0.026044132
Threat0.006925808
Severe Toxicity0.005531311
Low Tox 0.19893374 Low Con 0.228 Unverified_Claim
Nov 21, 2025 Thousands of refugees allowed into …
Canada is COOKED
Canada is COOKED
Identity Attack0.08831879
Insult0.06652143
Profanity0.059948977
Threat0.008841781
Severe Toxicity0.008621216
Low Tox 0.19893374 Low Con 0.291 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
You're right, it's not immigration, it's a designed invasion.
You're right, it's not immigration, it's a designed invasion.
Identity Attack0.13805299
Insult0.045007613
Profanity0.016137952
Threat0.0086087575
Severe Toxicity0.005760193
Low Tox 0.19893374 Moderate Con 0.328
Aug 25, 2025 Why Canadians Are Turning Against …
Most Indians have immigrated legally. “As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’” -- “Proud …
Most Indians have immigrated legally. “As American Renaissance contributor Gregory Hood writes, making ‘race the defining difference’ is the ‘precursor to the formation of an ethnostate, the great dream of the White Republic.’” -- “Proud Boys and the White Ethnostate” by Alexandra Minna Stern (2019).
Identity Attack0.23922618
Insult0.038566336
Profanity0.045419596
Threat0.010964886
Severe Toxicity0.005836487
Low Tox 0.19893374 Moderate Con 0.363 Unverified_Claim
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
All need to go these immigration lawyers give all the wrong information just for money
All need to go these immigration lawyers give all the wrong information just for money
Identity Attack0.109318495
Insult0.07016616
Profanity0.019212283
Threat0.007948523
Severe Toxicity0.003643036
Low Tox 0.19893374 Low Con 0.153
Nov 21, 2025 Quebec Ends Economic Immigration Program …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served …
The problem is immigration back in day was a luxury in India so only riches made it outside and they were rich compared to others after independence because they were more pro british and served them. So it was easy for them to immigrate and assimilate into your culture. Now you see many poor people also immigrating because immigration became more accessible, its just like the touchscreen phones, before only rich people had them, but later and now everyone has it. Plus your overly liberal and the stupid point system lets anyone enter the country if they meet a specific criteria, they barely check their english, background, crime record, etc. Also, living in India is a survival, or a nightmare for short. Especially for the poor people in the up north, and so they go to these shady agents who claim that they can send him or her to Canada, UK, Australia where ever they want in exchange for some money. Sometimes these agents turnout to be scams and sometimes not, then these students apply to some fake university that has no campus in Canada and select a course thats easy. Then once approved they come to canada, don’t go to university and make some other indian friends who say they have contacts with some job providers and through that the students get their jobs at the fast food joints and shopping malls. The mindset with which these students come to Canada is that I want to get a simple job as soon as I land in Canada and through that job I can get a PR. They never go to assimilate or discover the culture, they come because the country looks nice, has resources, and will provide them with a good salary so that they send some money back home to their parents as compared to low paying jobs in India, which too are super competitive. They still like the indian way of life, the culture, the food, the attire, just not in India. Thats why you’ll never see these students eating at anything other than a Indian Punjabi Restaurant or a fast food joint, they will never make white friends, they will never try to change the way they speak and look at Canadians, they will never try to change their driving habits. In conclusion, more poor people and students migrating, paired with their mindset of “I want everything to be Indian just not in India but in a place that looks better” paired with their low interest in actually learning and working better jobs is what makes them a bad immigrant group. But thats not to say that all are like that its only some and mostly Punjabis/ other North Indians that have this mindset. The reason why the Indian group in USA is much better and successful is because they are mostly of south indian descent. Those people are far more educated, actually respect the law of the land. And fun fact: The stereotypical Indian Accent originated from USA mainly and reason why many indians say that they don’t speak in that accent is because that particular stereotypical accent is present in Indian people who come from the states of Andra Pradesh and Telegana, which is is where most of the Indians in USA are actually from. Sorry for the long ass comment and some writing mishaps, I really lose my writing quality when I’m writing long comments.
Identity Attack0.14875233
Insult0.083112895
Profanity0.041912504
Threat0.008129764
Severe Toxicity0.005607605
Low Tox 0.19893374 Constructive 0.608 Policy_Critique
Dec 3, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Gucci gang lil pump Hi fraser
Gucci gang lil pump Hi fraser
Identity Attack0.012641981
Insult0.081508696
Profanity0.20375896
Threat0.011430934
Severe Toxicity0.017287504
Low Tox 0.19893374 Low Con 0.26
Sep 4, 2018 How much do refugees and …

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.