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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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Active: "Its not the people who …" 4,268 comments · Page 44 of 171
Remove this PAM GILL these people’s are corrupt
Remove this PAM GILL these people’s are corrupt
Identity Attack0.057492398
Insult0.48675314
Profanity0.10611444
Threat0.085497424
Severe Toxicity0.01935331
Moderate 0.45243698 Low Con 0.145
Sep 28, 2025 31 likes IRCC Names India in Study …
Only greedy people will leave india for Canada and they will suffer a lot like the gipseys
Only greedy people will leave india for Canada and they will suffer a lot like the gipseys
Identity Attack0.41222036
Insult0.47384647
Profanity0.15019037
Threat0.13633445
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.212 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
You should then also discuss that a lot of companies are attracting these 'knowledge' workers and the goverment plays a big part of in it too. Its all just dumb. Companies want cheap labor, lobby …
You should then also discuss that a lot of companies are attracting these 'knowledge' workers and the goverment plays a big part of in it too. Its all just dumb. Companies want cheap labor, lobby with goverment, goverment agrees because of international competativeness..... and bamm 1 family turns in to, 2 into 10, into 20 etc. But no body is holding companies responsible, and the people who live there are getting f*cked but not by the immigrants, its the businesses in their own country that lobbied like a mf to get these people here.
Identity Attack0.14233272
Insult0.4710501
Profanity0.39670458
Threat0.011223801
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.536 Economic_Argument
Feb 27, 2026 Inside Canada's Indian Invasion...
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. …
For Canadians : 1. Arrest illegal Indians. 2. Respect legal Indians. 3. Differentiate legal Indian immigrants from all other types of immigrants. For Indians living in Canada : 1. Respect Canadians. 2. Respect Canadian law. 2. Immerse & adapt yourself in Canadian culture. For all : Sikhs are good people. Khalistanis are extremists.
Identity Attack0.55044734
Insult0.3416952
Profanity0.07126612
Threat0.063999176
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.57 Identity Attack Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate …
Most uneducated journalist 💔💔 Isn't it funny how majority of the screen time is given to the whites? He could've asked any Indian that looks like they've grown up here so they could actually communicate clearly and give a voice for their community but no, he goes for the fresh immigrants that barely know english to interview. Just look at the picture he's trying to paint 😂 Oh and that border hopping scheme? There's malicious people in EVERY culture/religion, acting like whites and blacks don't do the same shit. You can't show this negative narrative on this community by focusing on the worst. No one likes to talk about the Sikhs that feed SO MANY homeless people in downtown toronto every year. I bet you didn't know every gurdwara feeds anyone anytime. I can speak for the Sikhs i've seen first hand how they are for the community. wtvr pays the bills ig 🥀🥀
Identity Attack0.45610145
Insult0.4339631
Profanity0.16775991
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.45243698 Constructive 0.747 Policy_Critique
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
Liberals and trudeaus mass immigration have destroyed Canada by paying some of the most undesirable people to move here and vote for them, we need to send these freeloaders the F outta Canada
Liberals and trudeaus mass immigration have destroyed Canada by paying some of the most undesirable people to move here and vote for them, we need to send these freeloaders the F outta Canada
Identity Attack0.39207554
Insult0.4534306
Profanity0.24818924
Threat0.04363242
Severe Toxicity0.023076924
Moderate 0.45243698 Low Con 0.256
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Stop bringing more immigration in to this country. Canada is over flooding with a lot of people and deport all immigrants back to their country
Stop bringing more immigration in to this country. Canada is over flooding with a lot of people and deport all immigrants back to their country
Identity Attack0.21066357
Insult0.027774516
Profanity0.00014489304
Threat0.03052108
Severe Toxicity0.00003161679
Moderate 0.4515232 Call_To_Action
Mar 4, 2026 2.9 million Canadian temporary visas …
Same as the US government, a bunch of people who answer zero questions. I'm so tired of these anti-Canadians. "we don't have the data, but we collect a lot of data" "we don't know where …
Same as the US government, a bunch of people who answer zero questions. I'm so tired of these anti-Canadians. "we don't have the data, but we collect a lot of data" "we don't know where they are but we do". These women are a disgrace not only to Canadians, but to women, and they should not be allowed to hold any office of this importance.
Identity Attack0.44690517
Insult0.47787863
Profanity0.047173142
Threat0.013269233
Severe Toxicity0.019482423
Moderate 0.45090583 Moderate Con 0.432
Oct 2, 2025 IRCC Names India in Study …
Everyone here so racist and hiding it behind "national pride" you are in 21st century if you want to be around white people buy ranch in middle of nowhere or just accept it jeez
Everyone here so racist and hiding it behind "national pride" you are in 21st century if you want to be around white people buy ranch in middle of nowhere or just accept it jeez
Identity Attack0.46050715
Insult0.36798462
Profanity0.17987521
Threat0.009955117
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.242 Moral_Argument
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
White people: "Stop being a victim". Also White People: Crying everyday about indians
White people: "Stop being a victim". Also White People: Crying everyday about indians
Identity Attack0.5135796
Insult0.25800487
Profanity0.15985115
Threat0.015256803
Severe Toxicity0.023076924
Moderate 0.45090583 Low Con 0.189 Identity Attack Humor_Satire
Sep 19, 2025 12 likes Inside Canada's Indian Metropolis (Brampton)
😂😂😂😂 sub-saharan Africans are the most intelligent people on earth dummy
😂😂😂😂 sub-saharan Africans are the most intelligent people on earth dummy
Identity Attack0.3857254
Insult0.39297962
Profanity0.27882218
Threat0.01187109
Severe Toxicity0.023106033
Moderate 0.45090583 Low Con 0.148 Humor_Satire
Feb 28, 2026 Inside Canada's Indian Invasion...
All i wanna say is that khalistan is a propaganda. These sikhs killed our prime minister and then cried when people killed them back.
All i wanna say is that khalistan is a propaganda. These sikhs killed our prime minister and then cried when people killed them back.
Identity Attack0.4830652
Insult0.30326313
Profanity0.20592089
Threat0.41878307
Severe Toxicity0.026936848
Moderate 0.45090583 Moderate Con 0.304 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
The crime rate even in our city of saskatoon has sky rocketed phenomenally. My grandchildren are not safe anymore. And sex trafficking has also increased phenomenally as well. Just sickens my heart. My daughter in …
The crime rate even in our city of saskatoon has sky rocketed phenomenally. My grandchildren are not safe anymore. And sex trafficking has also increased phenomenally as well. Just sickens my heart. My daughter in law hasn't been able to get a job for 3 years now and has put out 300 resumes. I had to wait 2 years for an mri and people are dying in the emergency rooms in our hospitals. I agree with everything they are saying in this video . Our government sucks for letting this happen. Trudeau started all this corruption
Identity Attack0.06704199
Insult0.4196762
Profanity0.29279903
Threat0.012647836
Severe Toxicity0.023076924
Moderate 0.44933176 Constructive 0.726
Aug 28, 2025 3 likes Why Canadians Are Turning Against …
the how many white people in the tim hortons bit had me dying
the how many white people in the tim hortons bit had me dying
Identity Attack0.4907465
Insult0.23704576
Profanity0.2188925
Threat0.3423812
Severe Toxicity0.02430326
Moderate 0.44933176 Low Con 0.256 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Cry me a river. The people who thinks they own this country are lazy and entitled. Get a job pay some taxes with your entitled . self
Cry me a river. The people who thinks they own this country are lazy and entitled. Get a job pay some taxes with your entitled . self
Identity Attack0.030433474
Insult0.5130944
Profanity0.07255927
Threat0.011327368
Severe Toxicity0.010528564
Moderate 0.44933176 Low Con 0.241 Insult
Sep 6, 2025 Why Canadians Are Turning Against …
The Liberals used their Mass immigration policy to destroy Canada. People were allowed in without even checking whether they murderers, criminals , etc. what happened to multiculturalism.? One Indian gets into a job and every …
The Liberals used their Mass immigration policy to destroy Canada. People were allowed in without even checking whether they murderers, criminals , etc. what happened to multiculturalism.? One Indian gets into a job and every other race is shut out. Let’s vote conservative to reverse this nonsense.
Identity Attack0.44690517
Insult0.4555076
Profanity0.058946952
Threat0.024753258
Severe Toxicity0.01754573
Moderate 0.44933176 Constructive 0.503
Aug 26, 2025 2 likes Why Canadians Are Turning Against …
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Canada went from bringing in skilled, educated people, to bringing in swindlers, thieves and freeloaders. Canada is lost.
Identity Attack0.35299334
Insult0.48627716
Profanity0.038655918
Threat0.010162249
Severe Toxicity0.017481172
Moderate 0.44933176 Moderate Con 0.305
Jun 19, 2025 2 likes How Canada broke its immigration …
I’m from the USA & I know someone that works for a world 🌎 know company that made their employees train these people to do their jobs that they could’ve taken USA college grads to …
I’m from the USA & I know someone that works for a world 🌎 know company that made their employees train these people to do their jobs that they could’ve taken USA college grads to do but the company trained them because they pay them less money 🤬disgusting 🤬
Identity Attack0.03919895
Insult0.47020787
Profanity0.14666493
Threat0.00780612
Severe Toxicity0.012574885
Moderate 0.4475325 Constructive 0.505 Economic_Argument
Feb 24, 2026 Inside Canada's Indian Invasion...
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of …
Glad to Live in the NW BC. The white canadians and generational families are being discriminated in their own country....There are some decent hard working sihk people, BUT its turned into a gong show of epic proportions of immigration! Those People Don't Give a Sh1t About Our Beautiful Nature ,which is what Canada holds Dearly! Fm
Identity Attack0.41052565
Insult0.37279442
Profanity0.4044591
Threat0.011456826
Severe Toxicity0.023458159
Moderate 0.4475325 Constructive 0.628 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
When your people were going around the world colonizing, raping, murdering, looting and forcing your religion and language on others you said it was for "civilization"... Now people are returning the favor....
When your people were going around the world colonizing, raping, murdering, looting and forcing your religion and language on others you said it was for "civilization"... Now people are returning the favor....
Identity Attack0.37152436
Insult0.3388922
Profanity0.17613389
Threat0.34804323
Severe Toxicity0.024678862
Moderate 0.44573322 Moderate Con 0.341 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
Wait what about the native canadian people ? its okay for you to colonize and claim , but if someone else come and live peacefully , didnt your ancestors came to india for 300 years …
Wait what about the native canadian people ? its okay for you to colonize and claim , but if someone else come and live peacefully , didnt your ancestors came to india for 300 years and colonized and killd million ? oh the real problem is indians coming here
Identity Attack0.55044734
Insult0.26957804
Profanity0.062454045
Threat0.13717735
Severe Toxicity0.023082556
Moderate 0.44573322 Moderate Con 0.408 Identity Attack Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Maybe actually react next time mf there’s people stuck living in the hell hole being portrayed
Maybe actually react next time mf there’s people stuck living in the hell hole being portrayed
Identity Attack0.03223813
Insult0.25007802
Profanity0.40185395
Threat0.020436687
Severe Toxicity0.023599008
Moderate 0.44573322 Low Con 0.18 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
When white people complain about being invaded, while there are still mass graves of the natives they killed.
When white people complain about being invaded, while there are still mass graves of the natives they killed.
Identity Attack0.5124616
Insult0.24928534
Profanity0.174273
Threat0.34804323
Severe Toxicity0.023645958
Moderate 0.44573322 Low Con 0.207 Identity Attack Moral_Argument
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about …
I LOVE the fact that the bike guy said Indians are at least better than Muslims and Africans 🤣🤣🤣. He is well informed on the different cultures. As a Canadian people here always complain about Indians rightfully so and I always say hey we have Muslim refugees sneaking in here under the radar cuz all eyes are on the Indians.
Identity Attack0.55044734
Insult0.28997475
Profanity0.0935729
Threat0.012337137
Severe Toxicity0.023076924
Moderate 0.44573322 Constructive 0.673 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
We Filipino are worried about canada,first thing you to do is kick out all Indian that work in government,police,bank,politicians because they are protecting there own people,we know them for a long time,send 80% indian back …
We Filipino are worried about canada,first thing you to do is kick out all Indian that work in government,police,bank,politicians because they are protecting there own people,we know them for a long time,send 80% indian back to India including PR,revoke there PR and citizenship.they are trying to scam canada and fool canada
Identity Attack0.5135796
Insult0.36709076
Profanity0.07999486
Threat0.2836219
Severe Toxicity0.023270357
Moderate 0.44573322 Moderate Con 0.438 Identity Attack
Dec 13, 2025 1 likes IRCC Names India in Study …

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.