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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: "From Canada. This is the …" 6,088 comments · Page 123 of 244
You all are guests here if you’re not born here and illegal women having children in Canada doesn’t make you Canadian at all
You all are guests here if you’re not born here and illegal women having children in Canada doesn’t make you Canadian at all
Identity Attack0.25817248
Insult0.082372494
Profanity0.022286616
Threat0.0064985976
Severe Toxicity0.005760193
Low Tox 0.2396185 Moderate Con 0.355
Aug 29, 2025 Why Canadians Are Turning Against …
Whites are also immigrants in Canada same as Browns.
Whites are also immigrants in Canada same as Browns.
Identity Attack0.28622448
Insult0.06921569
Profanity0.034397304
Threat0.0063885585
Severe Toxicity0.0059890747
Low Tox 0.2396185 Moderate Con 0.379 Identity_Assertion
Oct 3, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Bruh the immigrants are complaining about the immigrants 😂😂. Omce upon a time canada was harder to get into than the USA.
Bruh the immigrants are complaining about the immigrants 😂😂. Omce upon a time canada was harder to get into than the USA.
Identity Attack0.25647953
Insult0.07555214
Profanity0.02126184
Threat0.006977591
Severe Toxicity0.00459671
Low Tox 0.23812068 Low Con 0.251
Jan 27, 2026 Inside Canada's Indian Invasion...
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. …
I came here as immigrant and enhanced my knowledge, I went to study and enabled myself to find a job. By God grace and especially Canadian people support I have a job and a roof. It’s a blessed land here and I love Canada. People coming here to challenge Canadians values and culture should be deported back to where they belong. God bless Canada
Identity Attack0.23846684
Insult0.0670459
Profanity0.015591404
Threat0.018882722
Severe Toxicity0.0075531006
Low Tox 0.23812068 Constructive 0.639 Personal_Narrative
Sep 3, 2025 Why Canadians Are Turning Against …
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, …
On 5:20 the lady says I came 50 years ago, and she barely speaks English. How is it possible? Simple people worldwide have to tear their buts up to get high scores in CELPIP, IELTS, getting 10-11 out of 12, and still not enoughj points for application. But how the people like the ones on the video (guy on 4th minute) and the lady on the 5th minute) infiltrated into Canada? Pure abuse
Identity Attack0.04925346
Insult0.11464815
Profanity0.09260304
Threat0.010110466
Severe Toxicity0.0077819824
Low Tox 0.23812068 Constructive 0.516
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has been entirely ruined because of them.
Canada has been entirely ruined because of them.
Identity Attack0.09245483
Insult0.086852804
Profanity0.021808386
Threat0.015602129
Severe Toxicity0.0050354004
Low Tox 0.23812068 Low Con 0.221 Fear_Threat
Oct 1, 2025 42 likes Inside Canada's Indian Metropolis (Brampton)
I can feel how Indigenous people felt back in days when white immigrants were arrived into Canada. Hope white Canadian now feel that feeling. Don’t hate it’s just a circle ⭕️ it happened, happening and …
I can feel how Indigenous people felt back in days when white immigrants were arrived into Canada. Hope white Canadian now feel that feeling. Don’t hate it’s just a circle ⭕️ it happened, happening and will happen again. So everyone just chill and enjoy life 😊
Identity Attack0.28034934
Insult0.056719027
Profanity0.024472807
Threat0.009618527
Severe Toxicity0.0076675415
Low Tox 0.23812068 Constructive 0.67 Moral_Argument
Feb 28, 2026 2 likes Inside Canada's Indian Invasion...
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Read: Soon 2.9M more ILLEGAL INVADERS in Canada. As per WEF/CCP-controlled liberals’ plan.
Identity Attack0.18468912
Insult0.09270445
Profanity0.014634945
Threat0.008556974
Severe Toxicity0.0063323975
Low Tox 0.23812068 Low Con 0.101 Unverified_Claim
Jan 20, 2026 2.9 million Canadian temporary visas …
As a Canadian, I have no problem if they are being smuggled out of Canada lol.
As a Canadian, I have no problem if they are being smuggled out of Canada lol.
Identity Attack0.1508922
Insult0.06794841
Profanity0.050930742
Threat0.03649433
Severe Toxicity0.007858276
Low Tox 0.23812068 Moderate Con 0.385 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO …
Canadians are being accused of racism when addressing immigration to immigrants. They use that word to defuse your point of view and concerns for our country. So ask them.........HOW MANY CANADIANS DO YOU HAVE TO DEPORT BACK INTO CANADA because we're hopping your borders for a better way of life? How much tax dollars does your country spent on sending canadians back to their country? How much federal country money do you give canadian immigrants to start their better way of life? Do canadian immigrant women get to keep their country traditions any way of a canadian life style or are they conformed? .......... Don't be silenced or afraid. They weaponized the word racism to give them leverage because that's all they have in their artillery.
Identity Attack0.24293575
Insult0.082866095
Profanity0.0166845
Threat0.009281937
Severe Toxicity0.0074005127
Low Tox 0.23812068 Constructive 0.668 Policy_Critique
Oct 15, 2025 1 likes Why Canadians Are Turning Against …
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
The whole immigration run by Indian, IRCC, LMIA allow International students of Indian origin only. Why? Does Canada land sold to India? We need Trump in Canada.
Identity Attack0.28034934
Insult0.06337463
Profanity0.013951761
Threat0.007197669
Severe Toxicity0.005760193
Low Tox 0.23739935 Low Con 0.3 Unverified_Claim
Nov 3, 2025 IRCC Names India in Study …
How can all these refugees afford to live in Canada? Canadians can’t afford it!
How can all these refugees afford to live in Canada? Canadians can’t afford it!
Identity Attack0.2774022
Insult0.06354945
Profanity0.016889455
Threat0.0073918556
Severe Toxicity0.0060653687
Low Tox 0.23739935 Low Con 0.287 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers …
Our laws about accepting refugees and asylum seekers need to get better. These new comers are changing Canadas as I write this. Our Canadian ways are being disregarded and disrespected. And allowing this new comers to dictate how they can live here. It’s not like what it was where we need to be qualified to live and immigrate to Canada. Now these new comers are trashing our parks, scamming good samaritans, scheming to get support from our government, and lastly, changing the demographics in Canada. Our laws need a better champion so the majority of good law abiding, good hearted, true Canadian citizens a better Canada. A Canada that allows good lawful immigrants to create a good future for their families. Adapting to our Canadian ways like , qualifying for work base on knowledge, skill, adaptability, acceptance, tolerance, and the heart to show love not on the base of the color of your skin, religion, nationality, gender, or creed. Canada is so much more and shouldn’t be changed by new comers that want to push their ways, beliefs, religion and agenda for their own benefit. No Canadian should be pushed to accept these new comers ways into our future.
Identity Attack0.17847598
Insult0.16337912
Profanity0.030389199
Threat0.009955117
Severe Toxicity0.007286072
Low Tox 0.23739935 Constructive 0.645
Aug 25, 2025 Why Canadians Are Turning Against …
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
How did it happen? Ask the liberal party. But the real question is how in the world did the liberals get voted in again after spending the last 10 years destroying Canada?
Identity Attack0.089973204
Insult0.08410009
Profanity0.075468846
Threat0.021300001
Severe Toxicity0.0060272217
Low Tox 0.23739935 Low Con 0.279
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
There is no divide here in Canada. Only Main Stream Manipulators say so.
There is no divide here in Canada. Only Main Stream Manipulators say so.
Identity Attack0.06340405
Insult0.19225755
Profanity0.017436003
Threat0.006589218
Severe Toxicity0.0030899048
Low Tox 0.23739935 Low Con 0.158 Identity_Assertion
Feb 11, 2026 Canada's tighter immigration policy divides …
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That …
I worked with the liberals in 2017 and this was orchestrated. Trudeau plan 400 was the name of it and he claimed it was to build relationships with india and Pakistan for free trade. That was a lie....... Trudeau's libs were financially strapped when ndp and conservatives dominated the previous election. Trudeau got funding in the hundreds of millions by Indian investors in return the liberals configured the laws so these investors could make payday off all the Indians. Fake schools were huge, and trapped these indians into ridiculous housing arrangements. Then the liberals went too far by creating ridiculous visas for indiand for them to enter Canada like the nanny Visa called something else but they can take care of their own healthy family just to enter the country. Student visas allowed to work which turns into full time employment at liberal party hotspots like tim hortons and Amazon. They hire only Indians because the government pays half there salary Racism is extremely high and many communities have boycotted indian run establishments like in mine 2 groups went out of biz. It's a mess but Indians will slowly deteriorate. Will take time.
Identity Attack0.109318495
Insult0.16751462
Profanity0.025087673
Threat0.008945347
Severe Toxicity0.0049972534
Low Tox 0.23739935 Constructive 0.63 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
coming to Canada and driving like theyre still in India smh
coming to Canada and driving like theyre still in India smh
Identity Attack0.25309357
Insult0.0817555
Profanity0.045670103
Threat0.0078449575
Severe Toxicity0.008010864
Low Tox 0.23739935 Low Con 0.224
Jan 27, 2026 23 likes Inside Canada's Indian Invasion...
That lady! I cant be specific cause im a city worker! Lady! You are the problem you want fo keep that paycheck so you cant say anything uncorrect you have tons of these drones in …
That lady! I cant be specific cause im a city worker! Lady! You are the problem you want fo keep that paycheck so you cant say anything uncorrect you have tons of these drones in canada
Identity Attack0.024600167
Insult0.1669316
Profanity0.024062896
Threat0.009696201
Severe Toxicity0.0060653687
Low Tox 0.23739935 Moderate Con 0.391 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
What about Canada’s white invasion 1867
What about Canada’s white invasion 1867
Identity Attack0.27914262
Insult0.04032305
Profanity0.036651865
Threat0.010835429
Severe Toxicity0.0077056885
Low Tox 0.23739935 Low Con 0.268 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Doesn't even scratch the surface. West Canada has become super dangerous and temporary foreign worker program has scammed tax payers worse then Minnesota
Doesn't even scratch the surface. West Canada has become super dangerous and temporary foreign worker program has scammed tax payers worse then Minnesota
Identity Attack0.07673789
Insult0.16853803
Profanity0.02973333
Threat0.00814271
Severe Toxicity0.0043296814
Low Tox 0.23739935 Moderate Con 0.382 Policy_Critique
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Seems like same old UK’s rotten system is copied by Canada
Seems like same old UK’s rotten system is copied by Canada
Identity Attack0.104676254
Insult0.15982662
Profanity0.031641733
Threat0.006699257
Severe Toxicity0.0042915344
Low Tox 0.23739935 Low Con 0.139
Sep 30, 2025 IRCC Names India in Study …
UNBELIEVABLE MESS CANADA IS IN , THIS IS ONLY GOING TO GET WORSE FAST
UNBELIEVABLE MESS CANADA IS IN , THIS IS ONLY GOING TO GET WORSE FAST
Identity Attack0.10221587
Insult0.1087965
Profanity0.024882717
Threat0.011120236
Severe Toxicity0.007095337
Low Tox 0.23667802 Low Con 0.11 Fear_Threat
Oct 10, 2025 IRCC Names India in Study …
Very accurate any cities or town in Canada they are invading….and they are unpleasant! Zero assimilation!
Very accurate any cities or town in Canada they are invading….and they are unpleasant! Zero assimilation!
Identity Attack0.19298288
Insult0.097093195
Profanity0.014600786
Threat0.008259222
Severe Toxicity0.005836487
Low Tox 0.23667802 Moderate Con 0.405 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are …
I am an Indian. I request the people in all the developed countries of the world to make extremely tough emigration laws, so that the people who are legally acquiring citizenship of your country are not dependent on the taxes paid by the original residents of those countries. Plain, simple and honest. Now, if you are allowing every tom, dick and harry from any country to live in your country, then the chances would be high that, unproductive/criminals of the other country to start to get citizenship. Please DO NOT blame entire India for changing the demographic landscape of Canada, or any other developed country. Please make extremely tough laws, like in USA, to sift out the unwanted people. India is dirty, everyone knows. Indians are corrupt, everyone knows. So, please allow ONLY young Indians who are smart/hardworking enough, who can win a Nobel prize/Olympic Medal/set up businesses, for Canada, to take the citizenship of Canada.Take example of Dubai. Lawmakers of Dubai are intelligent/honest. Please......
Identity Attack0.18313584
Insult0.1342682
Profanity0.1413768
Threat0.011974656
Severe Toxicity0.012207031
Low Tox 0.23667802 Constructive 0.692 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Good for Canada, rash driving, no respecting Canada and its citizens.
Good for Canada, rash driving, no respecting Canada and its citizens.
Identity Attack0.16587129
Insult0.11172232
Profanity0.017982552
Threat0.010913103
Severe Toxicity0.007133484
Low Tox 0.23667802 Low Con 0.3 Fear_Threat
Jan 17, 2026 2.9 million Canadian temporary visas …

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.