Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "they have to go back" 517 comments · Page 16 of 21
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the …
Ship them back and if people want to pray they can do it at home and if they don’t like it well maybe we should play some loud music so they feel uncomfortable to the point they want to go back to were they came from.
Identity Attack0.059311368
Insult0.03827355
Profanity0.019690514
Threat0.034422375
Severe Toxicity0.005340576
Low Tox 0.15932569 Moderate Con 0.305 Fear_Threat
Sep 11, 2025 Why Canadians Are Turning Against …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. …
I'm no expert, but it's obvious that mass immigration is detrimental to any country. Years ago, Canada seemed like a dream country, but in the last few years, it looks like the homelessness, crime etc. has increased and the housing prices are insane. I have a Sikh friend who lived there for about 5 years but moved back to India due to the high cost of living and quality of life there going downhill. He has a much better, low stress life back home. I think there should be stricter measures to immigration. For example: Let doctors, nurses, engineers, lawyers in more easily, but those that are coming as students and going to work as cashiers, should be limited.
Identity Attack0.10221587
Insult0.06921569
Profanity0.028913507
Threat0.007974415
Severe Toxicity0.0043296814
Low Tox 0.1587729 Constructive 0.826 Policy_Critique
Oct 17, 2025 Inside Canada's Indian Metropolis (Brampton)
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. …
Is anyone surprised? Track these people down with their name. Unless that changed and send them back to India. It’s going to be plane loads. Free meal ticket and laughter at Canada has to end. My dad worked 3 jobs and worked everyday until he passed away. No free checks that I heard about growing up.
Identity Attack0.10221587
Insult0.045593183
Profanity0.015693882
Threat0.0287245
Severe Toxicity0.005760193
Low Tox 0.1587729 Constructive 0.56 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
and why not make India Great again .... Go Back ->
and why not make India Great again .... Go Back ->
Identity Attack0.09824528
Insult0.035774168
Profanity0.02433617
Threat0.009929225
Severe Toxicity0.0063705444
Low Tox 0.15822013 Low Con 0.166
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Let's raise our wages to where they should be or at least back to 2005 levels by doing a go fund me and buy khalistan over in India or wherever they want khalistan to be …
Let's raise our wages to where they should be or at least back to 2005 levels by doing a go fund me and buy khalistan over in India or wherever they want khalistan to be and once we export 4 or 5 million India's our employers will have no choice but to pay over 19 an hour to be a doctor and our kids will have summer jobs again. But no Tim's, eff Tim's they chose a side they are eliminated. It's back to country style donuts the way it should have gone!
Identity Attack0.10221587
Insult0.04969218
Profanity0.020100424
Threat0.013579931
Severe Toxicity0.005302429
Low Tox 0.15766735 Moderate Con 0.444 Economic_Argument
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
I totally agree with you. You are an immigrant and now Canadian and you I would not have a problem with staying, but these ones that are trying to change everything to their belief can …
I totally agree with you. You are an immigrant and now Canadian and you I would not have a problem with staying, but these ones that are trying to change everything to their belief can go back to their country. Couldn’t have said it better than what you’re doing
Identity Attack0.10221587
Insult0.05262003
Profanity0.0128245065
Threat0.0069516995
Severe Toxicity0.003643036
Low Tox 0.15545623 Constructive 0.673
Sep 2, 2025 Why Canadians Are Turning Against …
Got to stop this asap. Go back to the old system. Hard core vetting ...but not in Canada...they can sit and wait in their country. Multi-cultureism is a failure in this country.
Got to stop this asap. Go back to the old system. Hard core vetting ...but not in Canada...they can sit and wait in their country. Multi-cultureism is a failure in this country.
Identity Attack0.10221587
Insult0.04910661
Profanity0.012551232
Threat0.0074436385
Severe Toxicity0.0026512146
Low Tox 0.15490346 Low Con 0.291 Call_To_Action
Jun 16, 2025 How Canada broke its immigration …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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 …
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven …
Crazy seeing this guy go to Brampton lol. I haven't been back in a long time and I miss it. It's a great place regardless of who lives there. Obviously it has become a haven for immigration which has lowered things quite a bit. But it's still nice. Just don't ask about the insurance rates. I don't miss that.
Identity Attack0.022791367
Insult0.071433455
Profanity0.04065997
Threat0.006589218
Severe Toxicity0.0028419495
Low Tox 0.15435068 Constructive 0.731 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
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 …
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 …
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...
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...
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 …
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...
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never …
Wow, they get $ 50.000 tax free dollars the first year…must be nice, I wish I made that much money. And the also get 25,000 tax free dollars to set up their house …I never got that! and they also get the child tax free benefit too…..if they have 8-10kids wow ..they are making over six figures tax free ..free dental, free RX….I have to work hard for that! No freebies for the hard working Canadian tax payers! No wonder they all want to come to Canada …the land of milk and honey and easy money…why work? She forgot to mention that a lot of refugees never pay back the money for their air fare costs to come here ..ever! A lot of them complained when they had to go on welfare after a year…a drop on income…..oh no …maybe they have to go out in the cold to work everyday…..no , just have another kid or two…why work right. No wonder we pay high taxes in Canada!
Identity Attack0.06294931
Insult0.06652143
Profanity0.020783609
Threat0.0068287146
Severe Toxicity0.0048065186
Low Tox 0.15103401 Constructive 0.651
Aug 23, 2023 2 likes How much do refugees and …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually …
Please pin this comment Tyler, please go back and do a whole series about the Trucking Scandal 1. Please search the tragic Humboldt crash. The driver failed to read a stop sign 2. You actually ended up speaking with a possible "mule" who again is there "temporarily" 3. Please look up the free documentary CBC put out in regards to the E Indian community "handing out" commercial driving licenses 4. Please search all the recent arrests inbound and outbound Detroit and Port Huron borders. 98% east Indian and the names are always written in the articles. These are facts 5. The "mules" get a slap on the wrist for the contraband and end up getting deported 6. The company starts the process again and claims they know nothing 7. Their company owners all drive exotic vehicles and fancy homes Please look into this, it's been happening for years and years
Identity Attack0.024198212
Insult0.071750276
Profanity0.024199532
Threat0.0101363575
Severe Toxicity0.0039863586
Low Tox 0.15103401 Constructive 0.747 Call_To_Action
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
I don't know why these ladies sound so sad about deportations. If they don't qualify then I don't see an issue, they should go back.
I don't know why these ladies sound so sad about deportations. If they don't qualify then I don't see an issue, they should go back.
Identity Attack0.06340405
Insult0.046178754
Profanity0.01620627
Threat0.010938995
Severe Toxicity0.0031852722
Low Tox 0.14950264 Constructive 0.559 Policy_Critique
Dec 24, 2025 13 likes Deportations From Canada at Their …
Remigration! Require people with expired visas to return to the country of origin,.go to the back of the line, and apply again.
Remigration! Require people with expired visas to return to the country of origin,.go to the back of the line, and apply again.
Identity Attack0.08252834
Insult0.03522326
Profanity0.012312118
Threat0.009256045
Severe Toxicity0.0036239624
Low Tox 0.14950264 Low Con 0.274 Call_To_Action
Jan 19, 2026 2.9 million Canadian temporary visas …
They all need to go back!
They all need to go back!
Identity Attack0.026007013
Insult0.03511308
Profanity0.018255826
Threat0.034422375
Severe Toxicity0.004711151
Low Tox 0.147767 Low Con 0.203 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided …
Indians are generally good people some might have issues but hey no one ain't perfect. Now the issue is I prefer migrants to assimilate e.g. I am a japanese migrant in canada so I decided to do things to be canadian speak English, Go skiing and live like everyone else Not building my own japan town or whatever. Also the second issue is Mass migration because these people once they come they start promoting it back home so more people come so it pretty much a point of no return. Also using the canada for a stop over for usa is very weird reason but don't do that that just sets a bad example to your people
Identity Attack0.12556632
Insult0.037980765
Profanity0.03840541
Threat0.0077025536
Severe Toxicity0.004673004
Low Tox 0.147767 Constructive 0.717
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they …
Discuting! There is family who were in Québec for 2-3 years and learn french, have a job and there children go to school and now are afraid to be deported! It is unfair because they were in a program who said that come to Canada and you will have citizenship if you adapt to our country. We change the rules in middle of the program!!! Those people left everything to come to our country! It's an honor for us that they choose to come here. We need people for specific jobs and send them back??? That is looking like Trump manner!!! We should be angry and ashame of the way liberal treat those people!!! We live in a really crual world! Where are our humanity and empathy??? There is a lot of good people who come here to have a good life and be good citizens. I met an young woman from Ukraine and I said to her: I love Ukraine! She jump in my arms and put her head in my shoulder!!! That is a moment I will never forget...
Identity Attack0.058856625
Insult0.061626412
Profanity0.017777596
Threat0.007624879
Severe Toxicity0.004081726
Low Tox 0.1460314 Constructive 0.792 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
kinda need them to all go back home at some point
kinda need them to all go back home at some point
Identity Attack0.026007013
Insult0.0350029
Profanity0.024677763
Threat0.037530303
Severe Toxicity0.0049591064
Low Tox 0.1460314 Low Con 0.27 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
In a staff of 22.... i and 3 other are the only natural canadians... most are "refugees" yet... some go back to where they left... to see family... how...the f$ck..
In a staff of 22.... i and 3 other are the only natural canadians... most are "refugees" yet... some go back to where they left... to see family... how...the f$ck..
Identity Attack0.08252834
Insult0.045593183
Profanity0.03389629
Threat0.007081157
Severe Toxicity0.0036239624
Low Tox 0.1373533 Constructive 0.584
Nov 21, 2025 Thousands of refugees allowed into …

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.