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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: "GET THEM ALL OUT NOW …" 2,660 comments · Page 39 of 107
Indian Foreign minister Jaishankar himself told that the Canadian govt is not vetting the ppl being given the visas. All 5hitty ppl with crimial background are being handed over visas as if it free-for-all thing. …
Indian Foreign minister Jaishankar himself told that the Canadian govt is not vetting the ppl being given the visas. All 5hitty ppl with crimial background are being handed over visas as if it free-for-all thing. This has to change. There should be serious filtering done before giving visas. Anyone with even a simple criminal offence in India should be BANNED forever from entering. No excuses. The quality of ppl coming has gone down like crazy. Bad ppl are there everywhere, but seems like the LIberal a-h0les in Ottawa intentionally want to get criminals here in order to create chaos and break the soceity and turn ppl against each other. This is Intentionally done, so that its easy for the to rule and win in Elections.
Identity Attack0.23467018
Insult0.35677677
Profanity0.24341469
Threat0.013372798
Severe Toxicity0.01825585
Moderate 0.34757367 Moderate Con 0.434 Policy_Critique
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Meanwhile immigrants get more welfare than hard working Canadians and they disrespect Campbada. Carney and the Trudeau Liberals appointed Liberal judges who refuse to uphold our laws but make their decisions based on their own …
Meanwhile immigrants get more welfare than hard working Canadians and they disrespect Campbada. Carney and the Trudeau Liberals appointed Liberal judges who refuse to uphold our laws but make their decisions based on their own opinion. We have immigrants like Indians, from India, and now they have built a 50’ idol of their god, and we allow Palistinians to terrorize our citizens while we give them sanctuary here. This is not a co-incidence. If you voted Liberal then you are just as responsible as the Liberal government who brought us to this state.
Identity Attack0.39773783
Insult0.24928534
Profanity0.028640235
Threat0.012958534
Severe Toxicity0.015867263
Moderate 0.34328604 Moderate Con 0.456
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
GET THESE JEETS OFF OUR STREETS!!!
GET THESE JEETS OFF OUR STREETS!!!
Identity Attack0.24801466
Insult0.22303216
Profanity0.114160895
Threat0.1368402
Severe Toxicity0.020515325
Moderate 0.34328604 Low Con 0.188 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
I by no means am racist, I'm First Nations & I've pretty much had it. India is not our #1 culture here in Canada, I hate calling a store & the person on the other …
I by no means am racist, I'm First Nations & I've pretty much had it. India is not our #1 culture here in Canada, I hate calling a store & the person on the other end can not speak english, it's the most frustrating thing. My g/f daughter applied @ a tim Horton's & get this one, do you speak Punjabi-honest to god - enough. Subway, 7-11's, gas stations, Value Village etc. everywhere you turn. They can be rude no not all but again if I have to ask you 3 times the same question because I do not understand your answer - we have a problem. Y'all we have a problem & then they want to barter about prices if they are buying - they want the cheapest price. Like I say mine is the language barrier & being rude because I don't understand you
Identity Attack0.36702603
Insult0.24928534
Profanity0.13168186
Threat0.013010317
Severe Toxicity0.020386212
Moderate 0.34328604 Constructive 0.813
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Those Canadian videos of ppl getting hustled at customs is crazy
Those Canadian videos of ppl getting hustled at customs is crazy
Identity Attack0.23391083
Insult0.27146968
Profanity0.09389619
Threat0.011146127
Severe Toxicity0.011138916
Moderate 0.34328604 Moderate Con 0.344 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Please keep a clean Canada like it use to be!….letting these people in have really harmed our beautiful country!…follow ICE like the states!…get on it!…before innocent people die!
Identity Attack0.04951127
Insult0.11464815
Profanity0.026044132
Threat0.37858796
Severe Toxicity0.018707745
Moderate 0.3389984 Moderate Con 0.431 Fear_Threat
Feb 21, 2026 Canadian immigration officers investigating hundreds …
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Ok one thing, you do NOT want Indians working construction... For the rest yeah all good, they obviously want to get into the USA.
Identity Attack0.40883094
Insult0.11464815
Profanity0.05543986
Threat0.009463178
Severe Toxicity0.014059683
Moderate 0.3389984 Moderate Con 0.413 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is …
Yup, completely fed up with these immigrants getting huge $$$ for nothing and 8 out of the 10 top countries that migrate to Canada 🇨🇦 are from India or strictly Muslim countries, why? Why is majority of immigrants coming here from just India and Muslim countries for years now, its changing our once wonderful, beautiful country because their cultures are vastly different and they don't assimilate into ours. There's an underlining issue that is becoming more and more an issue with real Canadians and something will give soon......
Identity Attack0.41222036
Insult0.22303216
Profanity0.043916557
Threat0.008026198
Severe Toxicity0.015609037
Moderate 0.3389984 Constructive 0.621 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
start deporting thats the only option and if they have citizenship or visa's and have committed a crime, get rid of them. They are out to dominate us and our country! Wake up Canada our …
start deporting thats the only option and if they have citizenship or visa's and have committed a crime, get rid of them. They are out to dominate us and our country! Wake up Canada our country is being ruined.
Identity Attack0.2869935
Insult0.19500497
Profanity0.020920247
Threat0.13734594
Severe Toxicity0.015931819
Moderate 0.3389984 Moderate Con 0.311
Aug 25, 2025 Why Canadians Are Turning Against …
Enough jeets, singhs and preets. Enough liberals! Get them all out
Enough jeets, singhs and preets. Enough liberals! Get them all out
Identity Attack0.28034934
Insult0.24835461
Profanity0.06596114
Threat0.14802226
Severe Toxicity0.017868511
Moderate 0.3389984 Low Con 0.161
Aug 27, 2025 Why Canadians Are Turning Against …
Get rid of 20,000 and bring in 100,000 !!! This is Liberal BS !!!!!!
Get rid of 20,000 and bring in 100,000 !!! This is Liberal BS !!!!!!
Identity Attack0.10221587
Insult0.23704576
Profanity0.14578357
Threat0.13815513
Severe Toxicity0.019224197
Moderate 0.3389984 Low Con 0.189
Dec 28, 2025 1 likes Deportations From Canada at Their …
Get rid of them
Get rid of them
Identity Attack0.038425524
Insult0.06687108
Profanity0.08419759
Threat0.44457343
Severe Toxicity0.017674843
Moderate 0.3389984 Low Con 0.288 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
I’m first generation born in Canada. It’s time to get rid of the illegals. They done speak the language. They will change Canada forever.
Identity Attack0.3817989
Insult0.16751462
Profanity0.023721304
Threat0.18281023
Severe Toxicity0.020386212
Moderate 0.3389984 Moderate Con 0.438 Identity_Assertion
Aug 30, 2025 Why Canadians Are Turning Against …
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
So, a European immigrant and a homeless Canadian are dissing Indians! Get a job, buy a house, live a productive life!
Identity Attack0.3817989
Insult0.16839184
Profanity0.018529098
Threat0.008323951
Severe Toxicity0.0104522705
Moderate 0.3389984 Low Con 0.203
Oct 29, 2025 29 likes Inside Canada's Indian Metropolis (Brampton)
Don't blame the people coming in, blame the system in place and the white liberals that are getting them in.
Don't blame the people coming in, blame the system in place and the white liberals that are getting them in.
Identity Attack0.39334553
Insult0.16266862
Profanity0.036651865
Threat0.010680079
Severe Toxicity0.009613037
Moderate 0.3389984 Moderate Con 0.301 Policy_Critique
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Legal immigrants are also pissed at the amount of refugees. We went through so much to get here. But these folks just get right in and considered Canadians!?
Legal immigrants are also pissed at the amount of refugees. We went through so much to get here. But these folks just get right in and considered Canadians!?
Identity Attack0.316
Insult0.26957804
Profanity0.20700185
Threat0.0072365063
Severe Toxicity0.013801457
Moderate 0.3389984 Constructive 0.509
Jan 8, 2023 1 likes How much do refugees and …
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Send all the immigrants home, our teens in Canada can’t get jobs like @ a Tim Hortons, Wendy’s because the immigrants all have the jobs, time to go home
Identity Attack0.3817989
Insult0.15911613
Profanity0.019622196
Threat0.014911477
Severe Toxicity0.013155893
Moderate 0.3389984 Moderate Con 0.32 Economic_Argument
Aug 25, 2025 256 likes Why Canadians Are Turning Against …
this is BS refugees and immigrants get treated better
this is BS  refugees and immigrants get treated better
Identity Attack0.28034934
Insult0.1662211
Profanity0.26641908
Threat0.0103175985
Severe Toxicity0.022322904
Moderate 0.3389984 Low Con 0.3
Apr 17, 2020 1 likes How much do refugees and …
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Bro got an Indian coyote and tried to get smuggled home…ALL FOR THE LOVE OF THE GAME. 2:23 Run the patreon up for bro.
Identity Attack0.22631748
Insult0.123407245
Profanity0.14225815
Threat0.10389658
Severe Toxicity0.023076924
Moderate 0.3389984 Moderate Con 0.473
Jan 27, 2026 Inside Canada's Indian Invasion...
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look …
I live in canada and in my apartment building a bunch of Indians live there and what they do is literally throw their own trash out of the balcony ruining the grass, everywhere you look there will be trash, it gotten so bad the owner of the building put a note on all floors saying if you litter or don’t throw out your trash your being recorded and will get fined.
Identity Attack0.36702603
Insult0.26395
Profanity0.057944927
Threat0.010084574
Severe Toxicity0.012435913
Moderate 0.3389984 Constructive 0.575
Jan 27, 2026 Inside Canada's Indian Invasion...
Zend them all home. If they arent a citizen today. Then send them home. Next is cut off all family migration..meaning if one of them is a here, they dont get to automarically bring their …
Zend them all home. If they arent a citizen today. Then send them home. Next is cut off all family migration..meaning if one of them is a here, they dont get to automarically bring their wives or kids or grand larents etc. Kids maybe..but this chain migration is also horribke and has ro end..then any immigrqnts should not be allowed any handoits. At all. If any of them commit any crime they should be instantly deported. Period.
Identity Attack0.36702603
Insult0.18107465
Profanity0.0684662
Threat0.13815513
Severe Toxicity0.019482423
Moderate 0.3389984 Moderate Con 0.399 Call_To_Action
Nov 24, 2025 Quebec Ends Economic Immigration Program …
“Don’t get human trafficked for a YouTube video” bro, I’m dead 🤣🤣🤣🤣🤣🤣
“Don’t get human trafficked for a YouTube video” bro, I’m dead 🤣🤣🤣🤣🤣🤣
Identity Attack0.016159095
Insult0.038566336
Profanity0.12639372
Threat0.2606104
Severe Toxicity0.01986976
Moderate 0.3389984 Moderate Con 0.345 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people …
Let me guess... wat, reses canadian people are upset with this? If you are Indian, remind them they don't own the land, they stole it! And they have the nerve to get upset when people from other countries want to move to their stolen land.
Identity Attack0.37655997
Insult0.24928534
Profanity0.024267852
Threat0.008556974
Severe Toxicity0.0104522705
Moderate 0.3389984 Moderate Con 0.346 Moral_Argument
Oct 9, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
Oh my God what a joke so you don't want to know if there's any dishonest criminal activity from any of the students on your campus get her out of her position fire her
Identity Attack0.018470341
Insult0.16846494
Profanity0.09583591
Threat0.2836219
Severe Toxicity0.015931819
Moderate 0.3389984 Low Con 0.251 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Fire a gun… get immediately deported, do not pass Go, do not collect $200. Commit ANY CRIME more than a traffic violation… get immediately deported, do not pass Go, do not collect $200. Claim you …
Fire a gun… get immediately deported, do not pass Go, do not collect $200. Commit ANY CRIME more than a traffic violation… get immediately deported, do not pass Go, do not collect $200. Claim you are a “student” or “refugee” when you are not… Get immediately deported, do not pass Go, do not collect $200. The immigration program has run amok. We are literally paying to have criminals sustained in this country.
Identity Attack0.18468912
Insult0.20901857
Profanity0.02973333
Threat0.17964768
Severe Toxicity0.015479924
Moderate 0.3389984 Low Con 0.246 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.