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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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Active: "Have you thought about the …" 191 comments · Page 7 of 8
Bike guy is basically all our thoughts coming out loud! 😅
Bike guy is basically all our thoughts coming out loud! 😅
Identity Attack0.0045137387
Insult0.025284592
Profanity0.017777596
Threat0.007365964
Severe Toxicity0.0015735626
Low Tox 0.051563308 Moderate Con 0.411 Humor_Satire
Feb 3, 2026 10 likes Inside Canada's Indian Invasion...
I thought I was sightseeing India!😂
I thought I was sightseeing India!😂
Identity Attack0.036878675
Insult0.0154929245
Profanity0.022559889
Threat0.008634649
Severe Toxicity0.0026893616
Low Tox 0.051563308 Moderate Con 0.402 Humor_Satire
Feb 24, 2026 Inside Canada's Indian Invasion...
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Great Video Tyler! I’m glad you made a full video on this issue while being neutral. I never thought I see you do a video on Brampton Ontario Canada. And I’ve boycotted Tim Horton’s.
Identity Attack0.006881601
Insult0.020772645
Profanity0.011219022
Threat0.008116818
Severe Toxicity0.0011301041
Low Tox 0.051068526 Constructive 0.714 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
For a second I thought it was India
For a second I thought it was India
Identity Attack0.04023018
Insult0.015340924
Profanity0.021876704
Threat0.0077154995
Severe Toxicity0.002412796
Low Tox 0.049831573 Moderate Con 0.351
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
12:48 Funny thing: It is illegal in Canada to bring a weapon to a meeting "in case of". The reason is "well, if you thought it could be dangerous, why'd you go?" ..
12:48 Funny thing: It is illegal in Canada to bring a weapon to a meeting "in case of". The reason is "well, if you thought it could be dangerous, why'd you go?" ..
Identity Attack0.009915425
Insult0.013858915
Profanity0.012073003
Threat0.013579931
Severe Toxicity0.001783371
Low Tox 0.04785245 Moderate Con 0.397 Policy_Critique
Jan 27, 2026 16 likes Inside Canada's Indian Invasion...
Paying officers to remove ! I thought officers have salary , why you paying them extra ?
Paying officers to remove ! I thought officers have salary , why you paying them extra ?
Identity Attack0.0023216156
Insult0.012870909
Profanity0.011970525
Threat0.017328756
Severe Toxicity0.0017738342
Low Tox 0.04785245 Low Con 0.276
Dec 25, 2025 1 likes Deportations From Canada at Their …
I never thought I’d see the day that Brampton is being featured as an epidemic 😭 as someone who grew up in the city next to brampton…this is a problem.
I never thought I’d see the day that Brampton is being featured as an epidemic 😭 as someone who grew up in the city next to brampton…this is a problem.
Identity Attack0.008361516
Insult0.020450363
Profanity0.011697251
Threat0.007301235
Severe Toxicity0.001335144
Low Tox 0.04686289 Constructive 0.534 Personal_Narrative
Feb 10, 2026 Inside Canada's Indian Invasion...
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I …
This is why I desperately wish there was an actual Libertarian party to vote for in elections! There is a party, but they have not gotten enough signatures to be able to run yet, I don't even know if there is an office or representative in Ontario right now! I wish! Their policies (on paper) seem great, and geared more towards a 'Canada first'/'Canadians First' approach. They touch on a lot of topics and there seem to be a lot of things they want to change! But a government is still a government, they will be motivated by money regardless of any good intentions they may have. So if and when things change, WE NEED TO HOLD THEM ACCOUNTABLE! We as the citizens have the power to change things for the better! It's just unfortunate that I see so many people getting pushed down or ignored or hated because they are speaking their mind. Remember, Canada dosen't have laws like the US, our freedoms aren't as protected nor do we have the same freedoms they do (like owning and protecting your own property, or self defense!) We as people need to start being honest and expressing things instead of being terrified of the backlash (of which there will be in these times). The only way we can make progress is by deciding to get out of our comfort zones and standing for what is right! For the freedoms and protections we deserve! To make a future worth living for us and our children! It will not be easy, but when is change ever easy? I hope that one day I won't be terrified of the thought of bringing a life into this world and country. I hope I can be stable enough to be able to give my future children a decent life. But right now? I would never want to have children, things are too unstable and I don't want to bring a child into this country and force them to live a terrible life they never asked for! I desperately want to be able to keep hoping for a better future, a better country, and people who can enjoy their lives instead of constantly worrying and stressing about everything. I hope some can consider looking into the Libertarian party as well! They may be small right now, but they seem to be wanting to right the wrongs that have occured.
Identity Attack0.011247349
Insult0.022448512
Profanity0.015932998
Threat0.00704232
Severe Toxicity0.0015640259
Low Tox 0.045378547 Constructive 0.875 Call_To_Action
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I thought they all moved to Australia 🦘
I thought they all moved to Australia 🦘
Identity Attack0.022992345
Insult0.015796926
Profanity0.020510335
Threat0.007857903
Severe Toxicity0.0022220612
Low Tox 0.044636376 Moderate Con 0.358 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Mu friend move from ontario to here in alberta and he said he thought he was in India not Canada
Mu friend move from ontario to here in alberta and he said he thought he was in India not Canada
Identity Attack0.035331827
Insult0.015264924
Profanity0.014395831
Threat0.006647474
Severe Toxicity0.0015258789
Low Tox 0.0438942 Constructive 0.549
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
And y’all thought it was sweet in Canada 😂😂😂 🇨🇦
And y’all thought it was sweet in Canada 😂😂😂 🇨🇦
Identity Attack0.017264472
Insult0.016556932
Profanity0.01402008
Threat0.006427396
Severe Toxicity0.001707077
Low Tox 0.0414203 Moderate Con 0.316 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Its not just diploma mills. I did an MBA at Schulich School of Business in Toronto from 2021-2023 and about 80% of students were from India. Of that 80%, about 50% barely spoke english and …
Its not just diploma mills. I did an MBA at Schulich School of Business in Toronto from 2021-2023 and about 80% of students were from India. Of that 80%, about 50% barely spoke english and had experience that was substantially less rigorous than the domestic students. I'm glad the government is starting to address this but their scope is too narrow - it is not just "diploma mills", institutions we once thought were reputable are also being diluted and the quality of education is decreasing precipitously across the board as a result.
Identity Attack0.015857628
Insult0.019870255
Profanity0.013029462
Threat0.00666042
Severe Toxicity0.0012397766
Low Tox 0.040430736 Constructive 0.76 Personal_Narrative
Oct 1, 2025 69 likes IRCC Names India in Study …
Ohhh ! Michelle--so nice to see you moving on up. Been watching from your early days-- Always thought you were being pushed aside.. I do believe that trend is over.. All the best !
Ohhh ! Michelle--so nice to see you moving on up. Been watching from your early days-- Always thought you were being pushed aside.. I do believe that trend is over.. All the best !
Identity Attack0.0018313939
Insult0.021417208
Profanity0.010792031
Threat0.0072882893
Severe Toxicity0.0009918213
Low Tox 0.039935954 Constructive 0.671 Solidarity
Sep 29, 2025 IRCC Names India in Study …
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
I am slightly confused. Where did the first European settlers came from? I thought I was Iceland but the question says France.
Identity Attack0.020580608
Insult0.0115029
Profanity0.016957775
Threat0.007547205
Severe Toxicity0.0015735626
Low Tox 0.03639866 Moderate Con 0.411 Question
Dec 5, 2025 Canadian Citizenship Test 2025 – …
I noticed the A&W drive-thru (fast food) started using a pre-recorded English greeting. I thought it was a great way to welcome you before you struggle with communicating your order.
I noticed the A&W drive-thru (fast food) started using a pre-recorded English greeting. I thought it was a great way to welcome you before you struggle with communicating your order.
Identity Attack0.006178642
Insult0.016100928
Profanity0.012722028
Threat0.0073918556
Severe Toxicity0.0011253357
Low Tox 0.034748793 Constructive 0.636 Humor_Satire
Feb 7, 2026 Inside Canada's Indian Invasion...
i wonder,,,have you ever thought,,,,Hmmm!,,,it's almost like this is being done; deliberately ?
i wonder,,,have you ever thought,,,,Hmmm!,,,it's almost like this is being done; deliberately ?
Identity Attack0.0025158543
Insult0.013896915
Profanity0.013302735
Threat0.007754337
Severe Toxicity0.0011444092
Low Tox 0.034041706 Moderate Con 0.319
Aug 25, 2025 Why Canadians Are Turning Against …
I thought it was the UK for a sec
I thought it was the UK for a sec
Identity Attack0.00984143
Insult0.012148905
Profanity0.02208166
Threat0.008919456
Severe Toxicity0.001783371
Low Tox 0.032863233 Moderate Con 0.35
Jan 27, 2026 Inside Canada's Indian Invasion...
I thought I remembered learning there were travelers and traders from East and South Asia along the western coast before Europeans came to this continent.
I thought I remembered learning there were travelers and traders from East and South Asia along the western coast before Europeans came to this continent.
Identity Attack0.02128403
Insult0.011274899
Profanity0.013883443
Threat0.006757513
Severe Toxicity0.0012397766
Low Tox 0.032627538 Moderate Con 0.434
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Temporary immigration is just permanent residency with extra steps. Everyone thought they were promised permanent residency the moment they came in.
Temporary immigration is just permanent residency with extra steps. Everyone thought they were promised permanent residency the moment they came in.
Identity Attack0.013445892
Insult0.010438894
Profanity0.010792031
Threat0.006220264
Severe Toxicity0.00089645386
Low Tox 0.02826718 Low Con 0.249 Policy_Critique
Feb 11, 2026 1 likes Canada's tighter immigration policy divides …
@8:10 I felt this girls pain. I struggle with those exact same thoughts after my 10-12 hour work day.
@8:10 I felt this girls pain. I struggle with those exact same thoughts after my 10-12 hour work day.
Identity Attack0.0047357255
Insult0.008994885
Profanity0.018324144
Threat0.0086087575
Severe Toxicity0.0013256073
Low Tox 0.02826718 Constructive 0.66 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Is this in Canada???i thought canada follow driving rules.
Is this in Canada???i thought canada follow driving rules.
Identity Attack0.015455672
Insult0.0113509
Profanity0.01041628
Threat0.0063108844
Severe Toxicity0.0009393692
Low Tox 0.027560094 Low Con 0.287 Question
Jan 27, 2026 Inside Canada's Indian Invasion...
I thought you were going to be talking about Surrey British Columbia they have 800000 people and is AKA Currey B.C
I thought you were going to be talking about Surrey British Columbia they have 800000 people and is AKA Currey B.C
Identity Attack0.008620501
Insult0.011578901
Profanity0.016035475
Threat0.007197669
Severe Toxicity0.001411438
Low Tox 0.026735162 Moderate Con 0.486 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Never in my life I thought Tyler would post a video about Brampton Canada 😂. What a surprise
Never in my life I thought Tyler would post a video about Brampton Canada 😂. What a surprise
Identity Attack0.006030651
Insult0.013288911
Profanity0.01402008
Threat0.0066280556
Severe Toxicity0.0012588501
Low Tox 0.026499467 Moderate Con 0.349 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I thought USA was the only one like that
I thought USA was the only one like that
Identity Attack0.010581387
Insult0.010172892
Profanity0.015079016
Threat0.008026198
Severe Toxicity0.0014209747
Low Tox 0.024378212 Moderate Con 0.362 Comparative_Framing
Aug 27, 2025 Why Canadians Are Turning Against …
Thought you went to surrey
Thought you went to surrey
Identity Attack0.0035702933
Insult0.011198899
Profanity0.016821137
Threat0.0072365063
Severe Toxicity0.0011825562
Low Tox 0.022964042 Moderate Con 0.304
Sep 18, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)

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.