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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: "Where do we go from …" 2,613 comments · Page 65 of 105
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or …
I’m pretty sure we all miss the friendly Smiles people know you they waved you. They make sure you’re OK as they talk to you but now it’s rudeness everybody looking at their phones or texting nobody uses manners is very rare. I gotta thank you just for opening the door. We miss the true values of being happy technologies ruining us all this other stuff going on especially in mass migrations oh my God, you try to be nice. Sometimes you can’t hold it inside. We don’t feel like this ever but now we’re getting overrun by immigrants and the US president’s crazy trying to do tariffs well tell you Canadians are fed up now you just made us mad and you wonder why World War I in World War II were so effective with the Canadiens now you’re gonna find out how we fight back we’re gonna double tactics this time
Identity Attack0.053854458
Insult0.06407392
Profanity0.08355101
Threat0.009281937
Severe Toxicity0.006752014
Low Tox 0.15435068 Constructive 0.71 Fear_Threat
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment …
Because they are not trying to fit in to our society and they are causing problems for the neighbors. They receive more than born Canadians and are given jobs here over Canadians. In my apartment building they don't like to be told to stop causing noise disturbances, in fact it even gets worse when they have been asked to stop. Some of the tenants " Newcomers " seem to think they can operate a business in the apartment which means they use excessive noise to build whatever they are building. Once they have been asked to stop by other tenants and given notices they then decide to retaliate by causing further noise which is deliberately to disturb the rest of us. They try to intimidate people that they know are born Canadians like some kind of gang members. We no longer feel safe in our own homes and neighborhoods. We are tired of them using the race card for every problem they have which is usually something they caused in the first place. In this particular building on Queen st. N. in Hamilton they cause trouble in multiple different apartments which they attend. Once they have been asked to stop causing noise in one apartment they just go to one of the others and then proceed to do the same thing there. Some of the newcomers have been given more than one apartment in the same building and therefore run back and forth between those apartments and slam the door of each one over and over all day long. The management has been informed hundreds of times for a number of years and yet they have not yet dealt with the issues. There is an ongoing record of so many incidents in this building which the management has not addressed beyond a blanket notice to all tenants regarding noise complaints. The manager says things like " It's a process " and yet there seems to be no results. Is management afraid to just simply evict the trouble makers ??
Identity Attack0.09410924
Insult0.06739554
Profanity0.0166845
Threat0.009178371
Severe Toxicity0.0042152405
Low Tox 0.1537979 Constructive 0.735
Aug 25, 2025 Why Canadians Are Turning Against …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country …
Allowing them in for a vote!!!! Where are they going to live? Why are tax payers on the hook for all the money immigrants receive when coming to Canada? Look at the state this country is in!!! Liberals need to go and right quick! This country needs a real leader!!!
Identity Attack0.08170113
Insult0.056133457
Profanity0.014566627
Threat0.008311004
Severe Toxicity0.0036621094
Low Tox 0.1537979 Moderate Con 0.369
Jan 3, 2026 4 likes New rules, regulations take effect …
Canadians need to stand up for their country. Canada is definitely going in the wrong direction. We need to stop immigration and we need to stop subsidizing immigrants.
Canadians need to stand up for their country. Canada is definitely going in the wrong direction. We need to stop immigration and we need to stop subsidizing immigrants.
Identity Attack0.1294935
Insult0.033019636
Profanity0.011201942
Threat0.008893564
Severe Toxicity0.0035095215
Low Tox 0.1537979 Moderate Con 0.387 Call_To_Action
Sep 9, 2025 Why Canadians Are Turning Against …
Im shocked . I dont know why but i thought it was going to be about a differnt kind of indian
Im shocked . I dont know why but i thought it was going to be about a differnt kind of indian
Identity Attack0.14019285
Insult0.032138187
Profanity0.049928714
Threat0.00814271
Severe Toxicity0.0051498413
Low Tox 0.1537979 Moderate Con 0.37 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like …
Where did the point system go? Why is the canadian government not strict with fact-checking the documents being submitted by applicants? I thought Canada is stricter but I guess Indians are already treating it like the middle east where they can just pay the schools from their country to submit fraudulent papers saying they have a master's degree in computer science but when they start working, they couldn't even do proper coding!
Identity Attack0.10221587
Insult0.06459839
Profanity0.015079016
Threat0.0065827454
Severe Toxicity0.0028419495
Low Tox 0.1537979 Moderate Con 0.381
Oct 3, 2025 IRCC Names India in Study …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, …
I worked since I was 14, (A lot of times evenings and weekends, several times, two jobs)! I am now 63, I got hurt at work! First I had to fight compensation for a year, ZERO $$$! Then I had to apply to get Disability Canada Pension because I can't physically work anymore.. (damaged back, head injury, I have to use a cane and knee braces to walk)! I spent my savings just surviving while being forced to fight for MY money from my own government for 5 years just to get a measly $300. a month! THAT'S IT! Luckily my spouse works , we paid off our house ten years ago! But, we still barely get by! Every person I speak to about my case with the government on the phone, can barely speak English and yell at me or are VERY impatient with me, because I can't understand THEM, they usually hang up! When I ask to please speak to someone IN Canada, they hang up, then I have to wait another hour to talk to someone else! (I went to 4 government funded agencies to see if I could possibly get a job working from home, because I have trouble getting out! All sent me somewhere else! One agency who is supposed to help disabled people in WPG, REES, the agent refused to talk to me or look me in the eye, * he got a supervisor to talk to me! Because he's Muslim and I'm Gay! They were continuously hostile/aggressive towards me without reason??? I volunteer at 2 different food banks , I've met TONS of people who have never worked a day in their lives, their family, parents, grandparents have never worked... EVER! Yet they have brand new trucks??? Still go to food banks? AND, several new Canadians who I've met, have never worked a day in Canada... Some with new cars??? Yet everyone else receives 10 times what I receive to live on??? I PAID TAXES ALL OF MY LIFE! We can't afford a car! Yet... I don't blame them! I would take it they offered! I blame our government (NDP, Libs, AND CONservatives) who don't give a crap about disabled and seniors in Canada! Or if you paid taxes all of your life , into a system that's supposed to help when you need it! ALL politicians in Canada just whore out their votes! I've volunteered for almost 40 years, also holding down jobs, helping others, I've never seen so may seniors and disabled people forced to access food banks and soup kitchens than the last few years! EVER! Disabled people have to constantly prove they are disabled enough to get kitchen scraps from sociopathic politicians who are over paid and under worked! Fees go up, taxes go up, housing goes up, property taxes go up, bus fairs go up, etc.. Services go WAY down! We can afford trillion$ in corporate welfare, but not help our own? Seniors can't afford to live in their homes anymore! YOU'RE WELCOME for paying for YOUR golden pensions pig politicians, and NOT helping us when we need it! POS!
Identity Attack0.018168874
Insult0.06858205
Profanity0.040158957
Threat0.009463178
Severe Toxicity0.005302429
Low Tox 0.15324512 Constructive 0.763 Personal_Narrative
Sep 3, 2025 1 likes Why Canadians Are Turning Against …
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the …
Part of the blame should also go to the corporations that were greedy and wanted to have cheap labor and then they got paid by the government.So both the government and that would be the liberals and mark carney and the corporations that didn't want to pay the wages.They're to blame
Identity Attack0.010951365
Insult0.08508729
Profanity0.017914234
Threat0.0068028234
Severe Toxicity0.001745224
Low Tox 0.15324512 Constructive 0.509 Policy_Critique
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Rupert is going downhill fast, rupert will soon be a east Indian community
Rupert is going downhill fast, rupert will soon be a east Indian community
Identity Attack0.10221587
Insult0.03665562
Profanity0.038154904
Threat0.012906751
Severe Toxicity0.00579834
Low Tox 0.15324512 Low Con 0.182
Aug 25, 2025 Why Canadians Are Turning Against …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could …
Canada is basically an oligopoly. The politicians are intertwined with a wealthy ruling class that is extremely politically protected. The influx of immigrants was by design to repress wages and ensure that wealthy oligarchs could continue to pay minimum wage for labor. The politicians get board positions in exchange for these favours. The media is heavily subsidized by government, and Donald Trump going off on Canada and threatening tariffs was all they needed to ensure our conservatives could be painted as traitors to the country and the Liberals could be guaranteed a win so the charade can continue.
Identity Attack0.055218685
Insult0.07428485
Profanity0.018392462
Threat0.008077981
Severe Toxicity0.0031089783
Low Tox 0.15324512 Moderate Con 0.488 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
6:35 - the woman right mentioned the state of mind and the practices of the "new immigrants". I have been living in the United States. In States where there are fewer of outsiders, they have …
6:35 - the woman right mentioned the state of mind and the practices of the "new immigrants". I have been living in the United States. In States where there are fewer of outsiders, they have love and respect for these communities, but travel or live in TX, CA, NJ and the likes and you see the friction - the reason we see is the new ones don't follow the laws as strictly, don't respect the local practices as simple as yielding to cars or pedestrians, queuing up in stores, etc. They don't do that in their home countries so they assume it is what they are going to do and locals who built the country with a lot of effort don't like it.
Identity Attack0.10221587
Insult0.06634661
Profanity0.021945024
Threat0.007935578
Severe Toxicity0.0039482117
Low Tox 0.15324512 Constructive 0.878
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Everyone needs to go home simple
Everyone needs to go home simple
Identity Attack0.02238941
Insult0.029383656
Profanity0.02385794
Threat0.02492592
Severe Toxicity0.0049972534
Low Tox 0.15324512 Low Con 0.29
Jan 27, 2026 Inside Canada's Indian Invasion...
Who is paying for these hearing ? Who is paying for their medical care? How are they contributing to Canada ? If they are burdens to our system which us Canadians have paid into our …
Who is paying for these hearing ? Who is paying for their medical care? How are they contributing to Canada ? If they are burdens to our system which us Canadians have paid into our entire lives they need to go right now asap! We need our money to go into our people.. into housing and healthcare for the people that have been born and raised here! Not strangers that just landed.
Identity Attack0.10221587
Insult0.061276767
Profanity0.01354185
Threat0.00746953
Severe Toxicity0.003604889
Low Tox 0.15324512 Constructive 0.533 Economic_Argument
Dec 28, 2025 Deportations From Canada at Their …
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in …
I am sure all the Punjabis that you have spoken to have a Bachelors degree at least.I am not from Punjab, but i was fascinated to see Punjab, you should go to Chandigarh.The people in Punjab want their children to study abroad so that they dont get into drugs and all.Also, it is just a showoff thing to show pictures of pre owned dodge challenger and mustangs to their friends and family back home.
Identity Attack0.10221587
Insult0.06372428
Profanity0.029460056
Threat0.009359611
Severe Toxicity0.0048065186
Low Tox 0.15269235 Constructive 0.694 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Last summer I was being served by an Indian young lady who had tape holding her glasses together and it broke my heart because she is working , serving me & doing a job I …
Last summer I was being served by an Indian young lady who had tape holding her glasses together and it broke my heart because she is working , serving me & doing a job I wouldn’t want for myself and I appreciated her and others so very much. Anyway, I had two spare frames at home and brought them to her the very next day. I didn’t care what race she was and in god’s eyes, our creator, we are all equal and we should try to be more like the lord. You can’t claim like most of you to be god loving and turn around and have hate in your heart. You disgust me. Keep in mind that a lot of you are immigrants too! Or at least your parents and other family members. Why don’t you go back home too then with that attitude? The home grown people are by far a bigger problem in this country than other races
Identity Attack0.105256535
Insult0.03710241
Profanity0.09961538
Threat0.012803185
Severe Toxicity0.008201599
Low Tox 0.15269235 Constructive 0.735 Solidarity
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
At least we dont force you to convert. And we assimilate wherever we go, its just canadians who dont want them to assimilate in your country.
At least we dont force you to convert. And we assimilate wherever we go, its just canadians who dont want them to assimilate in your country.
Identity Attack0.12440576
Insult0.030595649
Profanity0.0137468055
Threat0.007365964
Severe Toxicity0.0030899048
Low Tox 0.15269235 Moderate Con 0.374 Moral_Argument
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
More Americans are fleeing the U.S. than ever before. This is going to lead to an uptick in deportations since it most likely lead to an uptick in illegal migrants, ergo, an uptick in deportations.
Identity Attack0.104676254
Insult0.0314771
Profanity0.013405213
Threat0.009204263
Severe Toxicity0.0028038025
Low Tox 0.15213956 Low Con 0.276 Unverified_Claim
Dec 27, 2025 Deportations From Canada at Their …
Thanks Liberals for pushing us so far down the hole it's going to take a miracle to get us back on top. Remember the size of family our great grandparents, grandparents had ~ like 7 …
Thanks Liberals for pushing us so far down the hole it's going to take a miracle to get us back on top. Remember the size of family our great grandparents, grandparents had ~ like 7 to 10 kids, I'm 60 and had 4 siblings. The size of families just keeps getting smaller ~ too expensive for everything for adults and even more so for the cost of a child. 95% of us don't have that silver spoon in our mouths at birth......
Identity Attack0.014551271
Insult0.0670459
Profanity0.032894265
Threat0.008323951
Severe Toxicity0.0031089783
Low Tox 0.15213956 Constructive 0.682 Economic_Argument
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better …
lol, Quality and quantity of Immigrants down in last few years. IMO, blame should go to the law and rule makers else everyone who wants a better life will try lot to make a better life
Identity Attack0.10221587
Insult0.033239998
Profanity0.020373698
Threat0.0077154995
Severe Toxicity0.0034713745
Low Tox 0.15213956 Moderate Con 0.361
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal …
Appluses for hearing one side of the story. Care to hear the perspective of an Indian Immigrant in Canada? Then read on. I believe most people are barking up the wrong tree. As a legal immigrant who migrated here with a nuclear family only on merit, I believe I earn the privilege to voice my thoughts here. First of all, rather than blaming the hoards of Indian immigrants, why don't anyone ask questions to the people who allowed it? Why not ask the politicians who vetoed it? Why not ask the police who is not able to stop reckless drivers? Why not ask the minister's who allow hospitals to run under staffed? USA has a massive Indian diaspora. But they are mostly IT workers and CEOs and Doctors. So who was at mistake of bringing illiterate, uncouth Indians to Canada? After earning all the required merit, and paying as much taxes from my family that is equivalent to minimum wages of at least 4 people, it hurts me to see undeserving people taking benefits of the system, while we get the short end. No one seemed too concerned when Indian students brought in so much money and revived some dead economies. No one blamed thousands of Punjabi businesses bringing in dollars into the economy. India, with its 150 billion people has s#!to eaters and people who can buy out Canada. You only see the bad. Press the government to bring in good people. Doctors, engineers, lawyers, scientists, business people, who will add value to the country and generate you jobs and salaries and grow this country. Not cooks and drivers only. Khalistan and Pro-BJP factions are both bad outside India. They all should go back and let the peace loving Indians and Canadians live here in peace. I don't hate anyone, but just the people who make my home country and me look bad. We ain't that bad after all.
Identity Attack0.105836816
Insult0.05262003
Profanity0.016172111
Threat0.007909686
Severe Toxicity0.0029945374
Low Tox 0.15158679 Constructive 0.821 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Yup time to go home that’s ILLEGAL
Yup time to go home that’s ILLEGAL
Identity Attack0.048737846
Insult0.03522326
Profanity0.017982552
Threat0.0072365063
Severe Toxicity0.0038719177
Low Tox 0.15158679 Low Con 0.222
Jan 16, 2026 2.9 million Canadian temporary visas …
And all of them need to go home.
And all of them need to go home.
Identity Attack0.017163984
Insult0.036214896
Profanity0.01442999
Threat0.035803676
Severe Toxicity0.0044441223
Low Tox 0.15158679 Low Con 0.227
Sep 20, 2025 25 likes Inside Canada's Indian Metropolis (Brampton)
What I'm mad about, why only people who are well of finances, can go anywhere they please. We the poor have stay on spot we were born, although the world is God's creation, and he …
What I'm mad about, why only people who are well of finances, can go anywhere they please. We the poor have stay on spot we were born, although the world is God's creation, and he didn't made up borders. And money too. This is all fake, money and borders
Identity Attack0.029144434
Insult0.05027775
Profanity0.027547138
Threat0.0067057298
Severe Toxicity0.0023841858
Low Tox 0.15158679 Constructive 0.638 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified …
No offence to the amazing Indian people, as a Canadian I find the majority very helpful and good for our country. However, things changed 2015- onwards- there are large scam companies now that bring unqualified people by taking money from them and creating fake student permits for them. The issue with that is that these people are OK with subpar living standards and offer their services for less than minimum wage and this creates a shadow/ cash-based economy where taxes go unreported and quality of life does not improve. This is not good for anyone- not the Canadians and older immigrants who lose jobs to these people and must pay higher taxes to maintain the infrastructure needed for a larger population. Not to mention how these new immigrants are a bit uncultured and almost like the "red-necks" of India- they throw garbage around, do not learn English, never make friendships with other races/ethnicities.
Identity Attack0.054763943
Insult0.076819435
Profanity0.022559889
Threat0.0067834044
Severe Toxicity0.002861023
Low Tox 0.15158679 Constructive 0.775 Policy_Critique
Jan 26, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking …
same like my country singapore, greatest country in the world too like many others, except nearly half or 43% of the people here are literally immigrants/foreign born in the last 15 years....and we arent talking about half the population in just one town or city, the entire country is half foreign. they did not jump the border of course, but like so many of these "liberal" western wannabe countries, the government sseem to have an irresistable urge to let any tom d and harry into the country whose even remotely interested. not sure why everybody keeps praising this place.....its weird and bizzare dont u think going to another country and seeing and knowing half the people there are foreign like u.....like who goes to visit another country wanting to see foreigners? i dont go to japan or australia hoping to see nothing but foreigners.
Identity Attack0.094936445
Insult0.06459839
Profanity0.025907494
Threat0.0076119336
Severe Toxicity0.0037193298
Low Tox 0.15103401 Constructive 0.597 Comparative_Framing
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)

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.