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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

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30,738 comments · Page 872 of 1230
All people except the Native people are immigrants or offspring of immigrants. Absolutely, embracing diversity and promoting equality are essential steps toward creating a more inclusive and harmonious society. Recognizing that everyone has unique backgrounds …
All people except the Native people are immigrants or offspring of immigrants. Absolutely, embracing diversity and promoting equality are essential steps toward creating a more inclusive and harmonious society. Recognizing that everyone has unique backgrounds and perspectives can enrich our communities and foster understanding. Working together to build a better future for ourselves and generations to come is a shared responsibility that benefits us all. We cannot label people based on our perception. Everyone should earn an honest living and be kind to people around them. That is what makes us Canadian - the kind and polite.
Identity Attack0.048995655
Insult0.02425329
Profanity0.014942379
Threat0.006433869
Severe Toxicity0.0019168854
Low Tox 0.07450261 Constructive 0.774 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Metropolis (Brampton)
Canada needs to deport permanent residents for 10years or more. They have their time to apply for citizenship but chose not to.
Canada needs to deport permanent residents for 10years or more. They have their time to apply for citizenship but chose not to.
Identity Attack0.03249594
Insult0.018710041
Profanity0.0108774295
Threat0.011146127
Severe Toxicity0.0022125244
Low Tox 0.07450261 Moderate Con 0.327 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …
My parents are immigrants from the 70's. I was born in Canada in '82. Point is, we are fed up of all the problems we r having now bc too many immigrants. No appartments left …
My parents are immigrants from the 70's. I was born in Canada in '82. Point is, we are fed up of all the problems we r having now bc too many immigrants. No appartments left to rent, no daycare spots, no jobs bc of inflation also. Governments internationally are complaining we r not having children anymore. Women have many reasons for not having children anymore but economy issues are a huge factor.
Identity Attack0.054763943
Insult0.020837102
Profanity0.0128245065
Threat0.0066733654
Severe Toxicity0.0020122528
Low Tox 0.07450261 Constructive 0.755 Personal_Narrative
Aug 28, 2025 77 likes Why Canadians Are Turning Against …
bro pulled up to b town 😭 he not lying tho brampton has changed severely in the last 10-15 years alone
bro pulled up to b town 😭 he not lying tho brampton has changed severely in the last 10-15 years alone
Identity Attack0.0050317086
Insult0.026315894
Profanity0.022628209
Threat0.0077025536
Severe Toxicity0.0022888184
Low Tox 0.07450261 Moderate Con 0.413 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Safe here ... 🤣👌 good joke 4:45
Safe here ... 🤣👌 good joke 4:45
Identity Attack0.00621564
Insult0.01961243
Profanity0.035900343
Threat0.010447056
Severe Toxicity0.004272461
Low Tox 0.07450261 Moderate Con 0.36 Humor_Satire
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Guy on the bike is in the Asmon chat daily
Guy on the bike is in the Asmon chat daily
Identity Attack0.010063417
Insult0.025155678
Profanity0.03189224
Threat0.008556974
Severe Toxicity0.0032424927
Low Tox 0.07450261 Low Con 0.213 Meta_Commentary
Feb 26, 2026 1 likes Inside Canada's Indian Invasion...
I’m sure our failing health care has nothing to do with all the immigration population, right?
I’m sure our failing health care has nothing to do with all the immigration population, right?
Identity Attack0.036620867
Insult0.021159383
Profanity0.01220964
Threat0.0060713873
Severe Toxicity0.001449585
Low Tox 0.07450261 Low Con 0.292
Apr 8, 2022 2 likes How much do refugees and …
Missing a couple zeros, and that would be a good start to reclaiming this country😊
Missing a couple zeros, and that would be a good start to reclaiming this country😊
Identity Attack0.009767435
Insult0.02103047
Profanity0.011902207
Threat0.009437286
Severe Toxicity0.0024604797
Low Tox 0.07450261 Moderate Con 0.31
Feb 10, 2026 Deportations From Canada at Their …
It is absolutely wild the difference in immigration now vs pre-2015. I had a brief marriage in my early 20’s to a man that was a Turkish PR and when we had our child in …
It is absolutely wild the difference in immigration now vs pre-2015. I had a brief marriage in my early 20’s to a man that was a Turkish PR and when we had our child in 2012 - back when Kenney was minister - we were unable to get a 3 week visitor visa approved for his mother and 17 year old sister to come to Halifax from Istanbul to meet the baby because they were considered at risk for not leaving. This is despite my former MiL providing documents showing she had property, a business and an ailing husband to return to. They appealed the decision once, the result was the same and they were then told they couldn’t re-apply for a certain length of time. We ended up taking the baby there when he was a few months old as it was so much easier. Now everything’s a free for all
Identity Attack0.031980325
Insult0.028612386
Profanity0.017436003
Threat0.0067445673
Severe Toxicity0.0020122528
Low Tox 0.07450261 Constructive 0.773 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Yes don’t go to Quebec if your not prepared to learn French
Yes don’t go to Quebec if your not prepared to learn French
Identity Attack0.032753747
Insult0.019741343
Profanity0.011150704
Threat0.006809296
Severe Toxicity0.0014972687
Low Tox 0.07450261 Low Con 0.178
Jan 13, 2026 1 likes Why Canadians Are Turning Against …
Now I see why Alberta wants to separate from the rest of India, I’m mean Canada
Now I see why Alberta wants to separate from the rest of India, I’m mean Canada
Identity Attack0.056582913
Insult0.019096779
Profanity0.013166099
Threat0.0072365063
Severe Toxicity0.0020980835
Low Tox 0.07450261 Moderate Con 0.354 Humor_Satire
Jan 29, 2026 Inside Canada's Indian Invasion...
Let her help her own country, people miss her there !
Let her help her own country, people miss her there !
Identity Attack0.024600167
Insult0.019934712
Profanity0.012551232
Threat0.007521313
Severe Toxicity0.0018310547
Low Tox 0.07450261 Moderate Con 0.397 Identity_Assertion
Feb 11, 2026 107 likes Canada's tighter immigration policy divides …
The greatest country in the world is something I have serious doubts about.
The greatest country in the world is something I have serious doubts about.
Identity Attack0.026810925
Insult0.019483518
Profanity0.020168742
Threat0.007340072
Severe Toxicity0.0022697449
Low Tox 0.07450261 Moderate Con 0.308 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱🤖
😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱😱🤖
Identity Attack0.0039957687
Insult0.017292
Profanity0.056441884
Threat0.00814271
Severe Toxicity0.0062179565
Low Tox 0.07450261 Low Con 0.283 Humor_Satire
Nov 21, 2025 6 likes Thousands of refugees allowed into …
private the video now
private the video now
Identity Attack0.008139528
Insult0.013326911
Profanity0.03840541
Threat0.03165977
Severe Toxicity0.00541687
Low Tox 0.07450261 Moderate Con 0.337 Meta_Commentary
Feb 4, 2026 1 likes Inside Canada's Indian Invasion...
Would like to see Sharia law implemented in Ontario.
Would like to see Sharia law implemented in Ontario.
Identity Attack0.04203484
Insult0.014124917
Profanity0.014703264
Threat0.008582866
Severe Toxicity0.0033187866
Low Tox 0.07450261 Low Con 0.234
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
why did he end the video so suddenly without any closure?
why did he end the video so suddenly without any closure?
Identity Attack0.0055866763
Insult0.014238917
Profanity0.028093686
Threat0.01101667
Severe Toxicity0.003452301
Low Tox 0.07450261 Low Con 0.281 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Brampton is actually know worldwide for a haven for Indians.
Brampton is actually know worldwide for a haven for Indians.
Identity Attack0.05612817
Insult0.020192537
Profanity0.021535112
Threat0.008492245
Severe Toxicity0.0031661987
Low Tox 0.07450261 Low Con 0.282
Sep 22, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on …
I absolutely LOVE what that woman wrote and read to us. She is absolutely correct. I feel the very same way and I'm sure many Canadians do as well. I'm also tired of walking on eggshells while watching everything I love disappear to make way for an entirely different culture, especially one that is completely incompatible with the Canadian values and freedoms I grew up with.
Identity Attack0.04203484
Insult0.025800243
Profanity0.019212283
Threat0.0063885585
Severe Toxicity0.0020313263
Low Tox 0.07450261 Constructive 0.793
Aug 25, 2025 91 likes Why Canadians Are Turning Against …
This is what is happening in Phuket, Thailand, not Indian but other
This is what is happening in Phuket, Thailand, not Indian but other
Identity Attack0.044870727
Insult0.016860934
Profanity0.022218296
Threat0.010214032
Severe Toxicity0.0031661987
Low Tox 0.07450261 Low Con 0.285
Jan 27, 2026 Inside Canada's Indian Invasion...
Welcome to Indian city of Canada😂!
Welcome to Indian city of Canada😂!
Identity Attack0.048995655
Insult0.020385906
Profanity0.02474608
Threat0.0074436385
Severe Toxicity0.003528595
Low Tox 0.07371122 Moderate Con 0.335
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Interesting I have Canadian friends who have mentioned the Indian people here. I wonder how the Natives feel about all of this the Cree & Anishinaabe folk
Interesting I have Canadian friends who have mentioned the Indian people here. I wonder how the Natives feel about all of this the Cree & Anishinaabe folk
Identity Attack0.06522302
Insult0.020837102
Profanity0.013917602
Threat0.0064144502
Severe Toxicity0.0018787384
Low Tox 0.07371122 Constructive 0.67
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The exact same thing is happening in Australia, there is an estimated over 300,000 people here, mainly Indians that are here illegally. Their visas have expired or have been cancelled and are refusing to leave. …
The exact same thing is happening in Australia, there is an estimated over 300,000 people here, mainly Indians that are here illegally. Their visas have expired or have been cancelled and are refusing to leave. Our government has done nothing to force them to leave.
Identity Attack0.06749674
Insult0.017420914
Profanity0.013576009
Threat0.006874025
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.638 Comparative_Framing
Sep 29, 2025 IRCC Names India in Study …
They are from one country😂
They are from one country😂
Identity Attack0.04332388
Insult0.019032324
Profanity0.024951037
Threat0.0069516995
Severe Toxicity0.0030517578
Low Tox 0.07371122 Low Con 0.284
Jan 14, 2026 Inside Canada's Indian Metropolis (Brampton)
Syrians in Norway get 2000 euros per month Unemployed Norwegians who have worked before for 20 years get 1400euros per month
Syrians in Norway get 2000 euros per month Unemployed Norwegians who have worked before for 20 years get 1400euros per month
Identity Attack0.050443888
Insult0.015720926
Profanity0.02344803
Threat0.008815889
Severe Toxicity0.0032043457
Low Tox 0.07371122 Moderate Con 0.406
Mar 1, 2019 2 likes 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.