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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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Search comment text, filter by category or toxicity level
Active: "This has to stop!!! I …" 863 comments · Page 21 of 35
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, …
What is he still doing around? Send the Illegal Immigrants and the ones with expired Visa home so we can get caught up on homes and jobs for our own Legal Citizens. Our young people, whom are the future of Canada cannot even get jobs, because the government is giving potential employers partial money to hire the Immigrants therefore not letting Natural Citizens of Canada GET JOBS. We need to stop paying taxpayers money to the Illegal Immigrants. Another thing we should be only allowing into our country only skilled workers with trades! Also every immigrant needs to be vetted to see if they have Criminal Records. Also we should not be letting people into our country who do have our Canadian Values and Standards of Humanity. There are certain people being allowed in our country WHO DO NOT fit our society.
Identity Attack0.2127345
Insult0.10148193
Profanity0.017777596
Threat0.010654188
Severe Toxicity0.0074768066
Low Tox 0.23523538 Constructive 0.593 Policy_Critique
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire …
That’s not near enough.. we need 500k for a couple years and maybe we won’t be considered Canindia, why is everyone worried about these people that should not be here, you see companies that hire only Indians from India, why is this you ask? subsidize workers? Tim Hortons, Knows. Brampton is now India. I am myself and my tradesmen and I’m disgusted with the amount of taxes that we all pay to subsidize the open border we have in this country. Why? Are we shipping in people that are just gonna get on welfare and provide nothing to this country why is our government still promoting our healthcare system and other countries in order to get people here for some reason our government is selling this country down the drain for some kind of political gain. Well, it’s all financial game but at some point it has to stop. We are the next UK.
Identity Attack0.20483385
Insult0.089778624
Profanity0.06345607
Threat0.010731863
Severe Toxicity0.008010864
Low Tox 0.23523538 Constructive 0.651 Economic_Argument
Jan 1, 2026 Deportations From Canada at Their …
Stop from india period. Canada is holding all the cards, and 5 percent of 40 million is 2 million per year, immigration is not going down. I know most canadians cannot do math so their …
Stop from india period. Canada is holding all the cards, and 5 percent of 40 million is 2 million per year, immigration is not going down. I know most canadians cannot do math so their is the numbers
Identity Attack0.2700233
Insult0.07840354
Profanity0.014327513
Threat0.006712203
Severe Toxicity0.004234314
Low Tox 0.23415339 Moderate Con 0.339 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
stop immigration system or atleast put country cap system. Indians are turning canada into India. The companies now only hire indians because of cheap labor or going offshore. I work ina company and 60percent are …
stop immigration system or atleast put country cap system. Indians are turning canada into India. The companies now only hire indians because of cheap labor or going offshore. I work ina company and 60percent are from india, sometimes i feel living in india than in canada
Identity Attack0.2877625
Insult0.06302499
Profanity0.0166845
Threat0.0074048014
Severe Toxicity0.0051498413
Low Tox 0.23415339 Moderate Con 0.47 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
People need to STOP VOTING IN LIBERALS!!!!! Cut that loyalty cause its NOT the same party you think it is
People need to STOP VOTING IN LIBERALS!!!!! Cut that loyalty cause its NOT the same party you think it is
Identity Attack0.14019285
Insult0.06921569
Profanity0.020578653
Threat0.022335978
Severe Toxicity0.006752014
Low Tox 0.23415339 Low Con 0.229
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house …
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house in a land where I was born they up the house prices and have no respect for Canada
Identity Attack0.2781757
Insult0.07270074
Profanity0.015010698
Threat0.0065568537
Severe Toxicity0.0049209595
Low Tox 0.23415339 Constructive 0.512
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
This is Canada stop making into India
This is Canada stop making into India
Identity Attack0.26494437
Insult0.07396803
Profanity0.023789622
Threat0.007793174
Severe Toxicity0.006904602
Low Tox 0.23379272 Low Con 0.235 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas …
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas for about 5 years.
Identity Attack0.23391083
Insult0.07523532
Profanity0.0147374235
Threat0.038220957
Severe Toxicity0.0077819824
Low Tox 0.23343207 Moderate Con 0.402
Nov 4, 2025 IRCC Names India in Study …
You could save that 78 million by not allowing so many in. Almost 80 thousand “students” have emptied food banks or disappeared into Canada. No cost is too high to remove these people. Stop letting …
You could save that 78 million by not allowing so many in. Almost 80 thousand “students” have emptied food banks or disappeared into Canada. No cost is too high to remove these people. Stop letting them in and you will save hundreds of millions. This is criminal. Fix Canada before you offer our country over to “refugees” and no we cant do both.
Identity Attack0.15731181
Insult0.10148193
Profanity0.015591404
Threat0.011042561
Severe Toxicity0.0062942505
Low Tox 0.23271075 Moderate Con 0.394 Economic_Argument
Dec 30, 2025 1 likes Deportations From Canada at Their …
Stop all immigration and begin mass deportations.
Stop all immigration and begin mass deportations.
Identity Attack0.20088354
Insult0.030926194
Profanity0.0166845
Threat0.050744623
Severe Toxicity0.0076293945
Low Tox 0.23235008 Low Con 0.187 Call_To_Action
Jan 3, 2026 3 likes New rules, regulations take effect …
STOP VOTING LIBERAL
STOP VOTING LIBERAL
Identity Attack0.16801116
Insult0.06354945
Profanity0.024131214
Threat0.011172019
Severe Toxicity0.0060653687
Low Tox 0.22846605 Low Con 0.164
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Too many handouts!!! Stop 🛑 this madness.
Too many handouts!!! Stop 🛑 this madness.
Identity Attack0.0031633168
Insult0.14150882
Profanity0.048425674
Threat0.0077025536
Severe Toxicity0.003376007
Low Tox 0.22712809 Low Con 0.181 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. …
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. And their daughters alone side them. And their are never arrested. These people have disappeared of the internet 6-8 yrs ago and are popping up in small towns and even smaller villages along the highway. Parking on private property access roads for fires and picnics with there kids. I have seen it first hand all over lanark county and across the east end heading out to Embrun and east towards Plantagenet. And for anyone to deny this..it's because you live in a bubble and never leave the city. Can't goto the Ottawa River anywhere without seeing people bathing in the runoff from our fields and confronting locals tell them to stop trashing out forest and community . All the while throwing garbage into the river and bushes wherever they stop to get out of their cars. These Indians and Muslims do not care about the rules or our country. The Immigrants have over run the country and will not leave peacefully. Ask them yourself if they will. I bet they stand defiantly in your face and tell you "no". Even when they legally do not belong here. This will cause a civil war soon enough. Canada wants it's country back. And they will get it back from the liberals and their foreign army of vagrant, Canadian hating deciples. The time of the liberals has come to and end. Canada will be great again and the liberals will be back at the bottom where they belong. Especially after what they've done to the country and its people. Disgusting that no one has done it YET!!
Identity Attack0.22631748
Insult0.083359696
Profanity0.055940874
Threat0.03373172
Severe Toxicity0.008354187
Low Tox 0.22445217 Constructive 0.597
Sep 28, 2025 1 likes IRCC Names India in Study …
Stop voting for bad political parties. I lived homeless for 7 years in my truck. Now, I live off grid with no running water. I lost my career because of immigrants and they could care …
Stop voting for bad political parties. I lived homeless for 7 years in my truck. Now, I live off grid with no running water. I lost my career because of immigrants and they could care less whom they hurt. I am a victim of labor trafficking because of it. I survived this trouble in our country and still am.
Identity Attack0.18158256
Insult0.0810151
Profanity0.022696527
Threat0.008065036
Severe Toxicity0.0048446655
Low Tox 0.22311419 Constructive 0.661
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
These lands belong to the native Americans (red Indians) . Stop winging and complaining about others who are doing better.
These lands belong to the native Americans (red Indians) . Stop winging and complaining about others who are doing better.
Identity Attack0.18903255
Insult0.07016616
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0044822693
Low Tox 0.22311419 Moderate Con 0.346
Nov 18, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Does anyone else just hate this individual? Stop playing the system and costing Canadians millions
Does anyone else just hate this individual? Stop playing the system and costing Canadians millions
Identity Attack0.030691283
Insult0.09270445
Profanity0.017436003
Threat0.010214032
Severe Toxicity0.0039100647
Low Tox 0.22311419 Moderate Con 0.317
Dec 25, 2025 Deportations From Canada at Their …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing ?
Identity Attack0.11163961
Insult0.086852804
Profanity0.016069634
Threat0.0086087575
Severe Toxicity0.003528595
Low Tox 0.21241048 Low Con 0.289 Fear_Threat
Nov 25, 2025 Quebec Ends Economic Immigration Program …
maybe if the police pointed them back instead of assisting with their bags they would stop coming
maybe if the police pointed them back instead of assisting with their bags they would stop coming
Identity Attack0.01087737
Insult0.033570543
Profanity0.028503597
Threat0.2836219
Severe Toxicity0.008621216
Low Tox 0.21241048 Low Con 0.286 Call_To_Action
Jan 5, 2026 83 likes Migrants cross into Canada near …
Why such a small reduction? WE NEED TO STOP IMMIGRANTS POURING INTO CANADA NOW. THERE ARE WAY, WAY TOO MANY HERE
Why such a small reduction? WE NEED TO STOP IMMIGRANTS POURING INTO CANADA NOW. THERE ARE WAY, WAY TOO MANY HERE
Identity Attack0.23694818
Insult0.047349896
Profanity0.013336895
Threat0.008841781
Severe Toxicity0.005645752
Low Tox 0.21107252 Low Con 0.236 Fear_Threat
Jan 3, 2026 New rules, regulations take effect …
Enjoy multiculturalism, Canadians. If you don't like it, stop voting for Lefties.
Enjoy multiculturalism, Canadians. If you don't like it, stop voting for Lefties.
Identity Attack0.18903255
Insult0.06774519
Profanity0.016411226
Threat0.007081157
Severe Toxicity0.004272461
Low Tox 0.20973456 Low Con 0.193 Call_To_Action
Aug 31, 2025 1 likes Why Canadians Are Turning Against …
Stop immigration
Stop immigration
Identity Attack0.2127345
Insult0.027347196
Profanity0.025360947
Threat0.012854968
Severe Toxicity0.006752014
Low Tox 0.20572066 Low Con 0.269
May 14, 2019 How much do refugees and …
Stop immigration now
Stop immigration now
Identity Attack0.2028587
Insult0.027730936
Profanity0.022764845
Threat0.012596053
Severe Toxicity0.0064849854
Low Tox 0.2043827 Low Con 0.256 Call_To_Action
Feb 27, 2026 7 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
Stop immigration
Stop immigration
Identity Attack0.2127345
Insult0.027476108
Profanity0.025360947
Threat0.012803185
Severe Toxicity0.006752014
Low Tox 0.2043827 Low Con 0.273 Call_To_Action
Jan 4, 2026 New rules, regulations take effect …
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and …
The problem is not Jews,Indians,Somalis the problem is western civilisation stopped growing in number because of birth control. When people come from elsewhere to work legally then you say come but keep your culture and religion back home yet its not possible...The future is Eastern regardless of land and country
Identity Attack0.26494437
Insult0.043250903
Profanity0.045419596
Threat0.009722093
Severe Toxicity0.00831604
Low Tox 0.20265625 Low Con 0.296 Identity_Assertion
Feb 27, 2026 2 likes Inside Canada's Indian Invasion...
Citizen are FIRST!!! stop benefit to international student’s children and no more refugees
Citizen are FIRST!!! stop benefit to international student’s children and no more refugees
Identity Attack0.18468912
Insult0.045593183
Profanity0.014190876
Threat0.009385503
Severe Toxicity0.0060272217
Low Tox 0.20219094 Low Con 0.282
Nov 28, 2018 1 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.