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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 161 of 171
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it …
Wow now you are figuring out. We knew it from beginning when govt allowed people in massive flow.no checking properly, bringing people who can give money to come... Now what are you doing about it rather than talking?
Identity Attack0.0017481487
Insult0.01838776
Profanity0.012346277
Threat0.0062785195
Severe Toxicity0.0008010864
Low Tox 0.03545588 Low Con 0.252
Oct 1, 2025 IRCC Names India in Study …
Sikh are preety good people
Sikh are preety good people
Identity Attack0.025605056
Insult0.017012933
Profanity0.02795705
Threat0.009281937
Severe Toxicity0.0042533875
Low Tox 0.03545588 Moderate Con 0.371
Oct 29, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
20k is nothing. CBSA and law enforcement should do better. This cannot go on forever. Period. It’s harsh and cruel on these people but they know they’re here on a “temporary” basis and their time …
20k is nothing. CBSA and law enforcement should do better. This cannot go on forever. Period. It’s harsh and cruel on these people but they know they’re here on a “temporary” basis and their time is up.
Identity Attack0.0027193425
Insult0.016708933
Profanity0.011116544
Threat0.008505191
Severe Toxicity0.0010156631
Low Tox 0.03545588 Constructive 0.517 Policy_Critique
Jan 19, 2026 2.9 million Canadian temporary visas …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, …
I'm working full-time single women living pay cheque to pay cheque. I live in Vancouver and I can barely afford my basic living. My whole cheque goes into rent and rest in groceries. No saving, no fun activities. I can’t go out, eat out, if you really think about it, it's really depressing that you're working full-time still you're not able to live your life. Canada is going down and will lose good people because of affordability issues.
Identity Attack0.010803374
Insult0.015188923
Profanity0.010945748
Threat0.0064015044
Severe Toxicity0.0010442734
Low Tox 0.035220183 Constructive 0.633
Aug 29, 2025 6 likes Why Canadians Are Turning Against …
Most Canadians are not against immigration. We just took too many immigrants in there wasn’t enough places for them to live. It wasn’t fair to them or the people living here. Things had to change. …
Most Canadians are not against immigration. We just took too many immigrants in there wasn’t enough places for them to live. It wasn’t fair to them or the people living here. Things had to change. It’s not that we don’t want people coming. It’s just that we have no housing housing has to increase by millions of unitsand we were in the process of doing that right now.
Identity Attack0.02439919
Insult0.013250912
Profanity0.010057608
Threat0.0063497215
Severe Toxicity0.0011491776
Low Tox 0.035220183 Constructive 0.691 Economic_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
he is saying if someone in AI wants to come, would be discouraged to come here, however most of the people coming here seems to be minimum wage workers
he is saying if someone in AI wants to come, would be discouraged to come here, however most of the people coming here seems to be minimum wage workers
Identity Attack0.010729378
Insult0.015036922
Profanity0.012995303
Threat0.0065697995
Severe Toxicity0.0010824203
Low Tox 0.035220183 Moderate Con 0.416
Nov 22, 2025 2 likes Quebec Ends Economic Immigration Program …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a …
I just finished my test January 28 2026 19/20. , I got multiple True/False questions as many people. One was about Olympic gold medal winner in 2010 Vancouver was Men's team. True. I remember a question about start of the modern energy industry, it had given timefram and what was the energy . I chose the Oil Alberta 1947 , which was correct. It has I think hydroelectricity Quebec 1980 as another answer closest for choice. Another question I remember True false , it has 3 names Question was are these one of the great inventors of Canada. So I would suggest you take note of Greatest inventors of Canada. There are multiple. Many answers of questions are too easy to eliminate because they don't make sense at all. You are mostly between 2 answers easily. If you just study this video I think you'll surely pass 😅. Another question was ; Who are appointed by on the advice of Prime minister? Answers; Memebers of parliement Mayors Senators Citizens Obviously Senators was the answer but answers might differ, so just study the other applicable answers for the questions.
Identity Attack0.0055866763
Insult0.016936934
Profanity0.015215653
Threat0.007353018
Severe Toxicity0.0014209747
Low Tox 0.034984488 Constructive 0.721 Meta_Commentary
Jan 28, 2026 8 likes Canadian Citizenship Test 2025 – …
This is what the same people complaining but voted the liberal party back in power.
This is what the same people complaining but voted the liberal party back in power.
Identity Attack0.006955597
Insult0.017872108
Profanity0.011133623
Threat0.006686311
Severe Toxicity0.00084877014
Low Tox 0.034984488 Low Con 0.292
Aug 24, 2025 259 likes Why Canadians Are Turning Against …
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
Identity Attack0.025806036
Insult0.010476895
Profanity0.014600786
Threat0.0070164283
Severe Toxicity0.0014591217
Low Tox 0.034748793 Moderate Con 0.495 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
I honestly really like Indian people. Very hardworking
I honestly really like Indian people. Very hardworking
Identity Attack0.023997234
Insult0.011958904
Profanity0.02249157
Threat0.009204263
Severe Toxicity0.00289917
Low Tox 0.034748793 Constructive 0.517 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
there is one way to solve this problem and that is financial punishment for rule breaking. it's the only thing these people understand. and i think whoever opened the flood gates understands this very well …
there is one way to solve this problem and that is financial punishment for rule breaking. it's the only thing these people understand. and i think whoever opened the flood gates understands this very well also
Identity Attack0.0026453468
Insult0.011730902
Profanity0.011628932
Threat0.011715741
Severe Toxicity0.0013923645
Low Tox 0.034748793 Moderate Con 0.302 Policy_Critique
Feb 7, 2026 Inside Canada's Indian Invasion...
European here. I love Canada and Canadians, but people are getting exactly what they voted for — and more.
European here. I love Canada and Canadians, but people are getting exactly what they voted for — and more.
Identity Attack0.016259583
Insult0.014238917
Profanity0.010689554
Threat0.0062979385
Severe Toxicity0.0010633469
Low Tox 0.034513097 Constructive 0.565 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest …
Let's be clear, we added 3M people in 2 years or 3.8% per year. Too much, too fast. No one can build housing, hospitals, schools for that level of growth. We had the 4th fastest growing population in the world, beating out Developing Countries in Africa. We will go back to an immigration rate of 0.8%, maybe 1% at the highest. We will still have the highest rate in the developed world.
Identity Attack0.019575719
Insult0.011236899
Profanity0.011816809
Threat0.0070034824
Severe Toxicity0.0012207031
Low Tox 0.034513097 Constructive 0.593 Policy_Critique
Feb 11, 2026 52 likes Canada's tighter immigration policy divides …
I don’t have an issue with immigrants living in Canada. All I ask is that people who move here actually care about Canada and treat it like home. Language takes generations to develop, so that …
I don’t have an issue with immigrants living in Canada. All I ask is that people who move here actually care about Canada and treat it like home. Language takes generations to develop, so that part doesn’t bother me at all.
Identity Attack0.020279141
Insult0.013326911
Profanity0.012004685
Threat0.006149062
Severe Toxicity0.0009918213
Low Tox 0.034513097 Constructive 0.652 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I feel bad that many of these people were given false hope, but this reduction was needed. In the early 2020's immigration levels reached levels that were simply too high. We had a population growth …
I feel bad that many of these people were given false hope, but this reduction was needed. In the early 2020's immigration levels reached levels that were simply too high. We had a population growth rate similar to Sudan. It strained our education, health care and prevented young people from getting jobs. We are a nation that welcomes immigration, but it cannot be at a level beyond our capacities.
Identity Attack0.014048826
Insult0.013896915
Profanity0.01261955
Threat0.006977591
Severe Toxicity0.0010251999
Low Tox 0.034277402 Constructive 0.764 Moral_Argument
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses …
Good the more immigrants that leave the better it will be for Canada they come here for a better life for safety for this for that they're all set up by the government giving houses cars don't have to worry about nothing it's all provided for them through the taxpayers money well the real Canadians are living out on the streets and eating out of garbage bins I don't have a bed or a roof over their heads due to the immigrants coming into our country then they come into our country in protest terrorist actions destroy our buildings are statues our churches block our streets hospitals shopping malls an etcetera they disrespect our rules and regulations and think they can voice their opinion on everything and get away with it they come here most of them with a green card as a visitor from another land overseas and yes they think they're a real Canadian but never contribute never done nothing for the country but just take from the real Canadians that made the country to what it is today and it's all government doing before they give a house or car or anything that they get the immigrants get if you're standing alongside of one peppermint will give it to the immigrant faster than what they'll give to a real Canadian they're more or less told to sleep on the streets and eat out of garbage bins because he's immigrants deserve nothing but the best in our country we have to show them that they are welcomed no they're not welcome anymore Canadian should come first not somebody that came in on a boat or an airplane from another country and overseas it's a government can't look after their own then they shouldn't be in the government because our prime minister is supposed to be protecting the real Canadians not the ones that are coming in over our borders I wonder if that's ever going to change probably not because they still need these foreigners votes just stay in the position where they're at Canada has become a very undeveloped country now in Canada has been put into a lot of danger due to the terrorism that's in our country from the people that they bought in our country from overseas I mean just look at all the protesting from the palestines and Hamas people what they've done so far to Canada we see it on the news just about every day ask for their rights anyways I can keep going on but it's not worth my time tomorrow is never promised it's just that I know Canada is sinking and sinking fast due to our government and their policies but when it sinks do you think the government's going to stand on board and go down with the ship nope I'll be in another country safe and sound
Identity Attack0.014712535
Insult0.008164782
Profanity0.00007872977
Threat0.0002559232
Severe Toxicity0.0000045725806
Low Tox 0.034101393 Fear_Threat
May 6, 2025 1 likes
Everyone saying they dont assimilated should be practicing First Nation traditions and lifestyles, since they were the original people here and when the settlers came they should have assimilated to their culture.
Everyone saying they dont assimilated should be practicing First Nation traditions and lifestyles, since they were the original people here and when the settlers came they should have assimilated to their culture.
Identity Attack0.018269362
Insult0.012262905
Profanity0.0118338885
Threat0.006550381
Severe Toxicity0.0010490417
Low Tox 0.034041706 Moderate Con 0.48 Moral_Argument
Feb 1, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
Means a lot less jobs for people from here
Means a lot less jobs for people from here
Identity Attack0.008953481
Insult0.012338906
Profanity0.012517073
Threat0.007793174
Severe Toxicity0.0011968613
Low Tox 0.034041706 Moderate Con 0.324
Apr 17, 2020 1 likes How much do refugees and …
As a indigenous here, I always laugh, you're all welcome let's be fair, we're all people. Respect each other
As a indigenous here, I always laugh, you're all welcome let's be fair, we're all people. Respect each other
Identity Attack0.018470341
Insult0.011540901
Profanity0.021808386
Threat0.0073789097
Severe Toxicity0.0017166138
Low Tox 0.034041706 Constructive 0.682 Solidarity
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of …
This is a multifaceted problem for us. Firstly we keep emigrating people in, to deal with a declining population, instead of addressing the issues directly resulting in declining population, like the housing problem, cost of living, under paying jobs, and astronomical Post secondary prices to get basic diplomas I know for a fact that 90's babies will be the last generation to have more then one child. Another issue is the recruitment centers in India, funded by Canadian corporations looking for cheap labor, promising the world to struggling Indians only to back out of every promise they made, and put the burden on the government and Canadians. This plus a lack of population control in India, is set that to have Indians to be over 25% of the global population in the next 50 years.
Identity Attack0.012061302
Insult0.016784932
Profanity0.0128245065
Threat0.0067186756
Severe Toxicity0.0013065338
Low Tox 0.03357032 Constructive 0.641 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
remigration is a word people need to learn and understand
remigration is a word people need to learn and understand
Identity Attack0.006622616
Insult0.012870909
Profanity0.01490822
Threat0.008427517
Severe Toxicity0.0012779236
Low Tox 0.03357032 Low Con 0.224 Call_To_Action
Nov 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our …
Canada has to take these money from board officers, who allowed them to come in Canada, from immigration and refugees workers who allowed them to stay in Canada, from immigration lawyers. But not from our money. People hard working every day and pay taxes not for mistakes of immigration and refugee workes. If this ministry so expensive- it is necessary to close this ministry.
Identity Attack0.016460562
Insult0.014238917
Profanity0.009545219
Threat0.0063626673
Severe Toxicity0.0009870529
Low Tox 0.033334624 Constructive 0.573
Dec 25, 2025 Deportations From Canada at Their …
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to …
If you have a problem with immigration then you need to talk to your government and city council about it. These people are coming legally per your country’s rule, so no point blaming them to be there. You should have a problem with your government to stop this not the people.
Identity Attack0.017063495
Insult0.012414906
Profanity0.0103821205
Threat0.0066345283
Severe Toxicity0.00086307526
Low Tox 0.033334624 Constructive 0.59 Moral_Argument
Feb 9, 2026 3 likes Inside Canada's Indian Invasion...
All the people were being nice not saying what they really think.
All the people were being nice not saying what they really think.
Identity Attack0.0037737815
Insult0.014732921
Profanity0.014088398
Threat0.006822242
Severe Toxicity0.0010061264
Low Tox 0.03309893 Moderate Con 0.416 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Hi, as I mentioned before I prepare myself for citizenship test and I don't have my country password, when I was coming to Canada my country situation was very bad, so Canadian people who were …
Hi, as I mentioned before I prepare myself for citizenship test and I don't have my country password, when I was coming to Canada my country situation was very bad, so Canadian people who were in my country decided to bring me without passport, that's why I don't have my country passport with me. Would it be possible to do the test without preparing some documents like passport?
Identity Attack0.020681098
Insult0.012566907
Profanity0.011389818
Threat0.006427396
Severe Toxicity0.0009918213
Low Tox 0.03309893 Constructive 0.641
Apr 29, 2025 2 likes Canadian Citizenship Test 2025 – …

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.