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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: "Up Canada ❤❤❤❤❤" 6,088 comments · Page 137 of 244
Used to check-in the air Canada, always amazed at the amount of Indians on the flights.
Used to check-in the air Canada, always amazed at the amount of Indians on the flights.
Identity Attack0.25986546
Insult0.057890166
Profanity0.01887069
Threat0.0071847234
Severe Toxicity0.0050354004
Low Tox 0.19939905 Constructive 0.548 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is doomed, going the way of the United Kingdom!
Canada is doomed, going the way of the United Kingdom!
Identity Attack0.10221587
Insult0.08533409
Profanity0.019143965
Threat0.008492245
Severe Toxicity0.0039863586
Low Tox 0.19939905 Low Con 0.204 Fear_Threat
Nov 20, 2025 33 likes Thousands of refugees allowed into …
I have watched this video and i just want to say that indian people from Hindu and sikh or any other community except muslims will respect canadian culture and rules of Canadian govt. They are …
I have watched this video and i just want to say that indian people from Hindu and sikh or any other community except muslims will respect canadian culture and rules of Canadian govt. They are hardworking. I also request people from the community as mentioned above, please respect the nation and their culture and don't try to make Canada to India.
Identity Attack0.27682206
Insult0.04910661
Profanity0.019485557
Threat0.0070164283
Severe Toxicity0.004196167
Low Tox 0.19939905 Constructive 0.747 Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
they're extreme nepotists, so they vote in their own people. as soon as they have majority, canada is officially over.
they're extreme nepotists, so they vote in their own people. as soon as they have majority, canada is officially over.
Identity Attack0.062039822
Insult0.11797678
Profanity0.01982715
Threat0.007819066
Severe Toxicity0.003414154
Low Tox 0.19939905 Low Con 0.267 Fear_Threat
Mar 2, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Welcome not to Canada Get rid of the liberal's government of Canada for other countries and their citizens.( Can't call them the government of Canada because they do nothing for Canada or Canadians.
Welcome not to Canada Get rid of the liberal's government of Canada for other countries and their citizens.( Can't call them the government of Canada because they do nothing for Canada or Canadians.
Identity Attack0.14875233
Insult0.06652143
Profanity0.01309778
Threat0.02181799
Severe Toxicity0.005264282
Low Tox 0.19939905 Low Con 0.237
Jan 12, 2026 Canada’s new rules in 2026
If you remove 80, 00, but let in 100, 000. You are failing all the people of Canada!!!!
If you remove 80, 00, but let in 100, 000. You are failing all the people of Canada!!!!
Identity Attack0.06158508
Insult0.07935401
Profanity0.014327513
Threat0.015602129
Severe Toxicity0.004234314
Low Tox 0.19939905 Moderate Con 0.303
Dec 26, 2025 Deportations From Canada at Their …
Canada is bankrupt! Enough.
Canada is bankrupt! Enough.
Identity Attack0.078392304
Insult0.08410009
Profanity0.021330157
Threat0.008712323
Severe Toxicity0.004463196
Low Tox 0.19939905 Low Con 0.181
Dec 23, 2025 38 likes Deportations From Canada at Their …
Wow that’s not Canada… that’s India😱😱😱 that church is a perfect analogy…
Wow that’s not Canada… that’s India😱😱😱 that church is a perfect analogy…
Identity Attack0.19693321
Insult0.047349896
Profanity0.01887069
Threat0.006420923
Severe Toxicity0.005569458
Low Tox 0.1991664 Low Con 0.238
Sep 19, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
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 …
Quebec is just a colony of its colonizer Canada. Give them freedom and independence.
Quebec is just a colony of its colonizer Canada. Give them freedom and independence.
Identity Attack0.12440576
Insult0.082372494
Profanity0.015557245
Threat0.0073789097
Severe Toxicity0.004634857
Low Tox 0.1991664 Low Con 0.177
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Canada is not your world
Canada is not your world
Identity Attack0.11396073
Insult0.06354945
Profanity0.022423252
Threat0.0073789097
Severe Toxicity0.004386902
Low Tox 0.1991664 Low Con 0.269
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I’m done with immigration in Canada Had enough ,and enough is enough
I’m done with immigration in Canada Had enough ,and enough is enough
Identity Attack0.17614605
Insult0.04910661
Profanity0.013712646
Threat0.008375733
Severe Toxicity0.005760193
Low Tox 0.1991664 Moderate Con 0.44
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
I have an Indian friend in Canada. He told me that the driving license he got from India, all he had to do was register for the school and he got the license lol that's …
I have an Indian friend in Canada. He told me that the driving license he got from India, all he had to do was register for the school and he got the license lol that's probably why there are so many accidents.
Identity Attack0.22458547
Insult0.053205602
Profanity0.029186781
Threat0.008065036
Severe Toxicity0.0049972534
Low Tox 0.1991664 Constructive 0.661 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
India is multi-cultural, Punjab is only 1 part of India and their culture is different from the other Indian states represented in India. The behavior of Punjabi immigrants is not reflective of other Indian cultures …
India is multi-cultural, Punjab is only 1 part of India and their culture is different from the other Indian states represented in India. The behavior of Punjabi immigrants is not reflective of other Indian cultures in India. For whatever reason there seems to more Punjabi migrants in Canada than from any other state in India. Its the job of Canada to enforce assimilation and immigration rules, they deliberately don't. Littering and defecating in public spaces is illegal in Canada but the Canadian government refuses to enforce those rules.
Identity Attack0.17925262
Insult0.081261896
Profanity0.03339528
Threat0.007870848
Severe Toxicity0.005760193
Low Tox 0.1991664 Moderate Con 0.476 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
a once quiet suburb became the insurance fraud capital of canada in a short time
a once quiet suburb became the insurance fraud capital of canada in a short time
Identity Attack0.019676208
Insult0.15627414
Profanity0.015932998
Threat0.0066798385
Severe Toxicity0.0027275085
Low Tox 0.1991664 Low Con 0.181 Unverified_Claim
Nov 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada forgets God and is now in trouble! Canada needs to get back to God and the church
Canada forgets God and is now in trouble! Canada needs to get back to God and the church
Identity Attack0.17769934
Insult0.071116626
Profanity0.016479544
Threat0.0071199946
Severe Toxicity0.004749298
Low Tox 0.1991664 Low Con 0.116 Moral_Argument
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I heard many jobs is taking by Indians, they have take their family to Canada and give job
I heard many jobs is taking by Indians, they have take their family to Canada and give job
Identity Attack0.25140062
Insult0.04383647
Profanity0.02071529
Threat0.006641001
Severe Toxicity0.0044059753
Low Tox 0.19893374 Moderate Con 0.443 Unverified_Claim
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I only blame the goverment of canada
I only blame the goverment of canada
Identity Attack0.12208464
Insult0.06372428
Profanity0.019553876
Threat0.009877442
Severe Toxicity0.004825592
Low Tox 0.19893374 Moderate Con 0.345 Policy_Critique
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Canada will be declared for the Indian Empire in our lifetime
Canada will be declared for the Indian Empire in our lifetime
Identity Attack0.19100772
Insult0.04852104
Profanity0.02344803
Threat0.018364733
Severe Toxicity0.007286072
Low Tox 0.19893374 Low Con 0.215 Fear_Threat
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 …
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
just saying that you intend to use a knife to protect yourself in canada vould get yiu into trouble btw 😅🤣
Identity Attack0.0233943
Insult0.029493837
Profanity0.021535112
Threat0.15276608
Severe Toxicity0.007896423
Low Tox 0.19893374 Low Con 0.296 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
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)
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...
As an Indian individual born in Canada, I don’t think it is right to generalize all Indians for creating such a huge problem in Brampton. From this video, you can obviously see the differences between …
As an Indian individual born in Canada, I don’t think it is right to generalize all Indians for creating such a huge problem in Brampton. From this video, you can obviously see the differences between the Indians that want to be here and want to make a life here and the ones that are running time on their tourist visas. But do not blame the entire Indian population, its inaccurate.
Identity Attack0.27340925
Insult0.056719027
Profanity0.018255826
Threat0.0072106146
Severe Toxicity0.0037193298
Low Tox 0.19893374 Constructive 0.759 Moral_Argument
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...

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.