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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

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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 #}

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Active: "Now is the time for …" 1,206 comments · Page 12 of 49
About bloody time! Deport them all! Canadians might actually get employment if the Lieberals and corporations can't exploit the immigration system anymore to destroy Canadians lives and livelihoods.
About bloody time! Deport them all! Canadians might actually get employment if the Lieberals and corporations can't exploit the immigration system anymore to destroy Canadians lives and livelihoods.
Identity Attack0.35948995
Insult0.30326313
Profanity0.0741757
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.39669925 Moderate Con 0.31 Call_To_Action
Jan 3, 2026 Deportations From Canada at Their …
Canadians are being assaulted on all sides. These incompetent Ministers are symptoms of a larger malaise that isn't going away easily, nor any time soon. Prepare yourselves accordingly.
Canadians are being assaulted on all sides. These incompetent Ministers are symptoms of a larger malaise that isn't going away easily, nor any time soon. Prepare yourselves accordingly.
Identity Attack0.10293542
Insult0.43450394
Profanity0.022013342
Threat0.019918699
Severe Toxicity0.008811951
Moderate 0.39441586 Low Con 0.297 Fear_Threat
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
They were alive during colonialism. You all killed the physical body, but their souls live forever and reincarnate and remember you, who also were there at the same time and died. This is what you …
They were alive during colonialism. You all killed the physical body, but their souls live forever and reincarnate and remember you, who also were there at the same time and died. This is what you all call in the spiritual world, Christian world calls it spiritual warfare, fighting demons and devils. Smh! Crazy work.
Identity Attack0.3072352
Insult0.3416952
Profanity0.14930901
Threat0.100830056
Severe Toxicity0.019095084
Moderate 0.39441586 Moderate Con 0.417 Moral_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
It's pretty obvious that part of the pushback is because the country of origin became completely slanted. There was a time when there was a lot of Chinese immigration, and while you would have wanted …
It's pretty obvious that part of the pushback is because the country of origin became completely slanted. There was a time when there was a lot of Chinese immigration, and while you would have wanted way less, at least they know how to follow the rules and show signs of gratitude for being allowed in. The mass influx of Jeets is a totally different animal. Natural scammers, ungrateful and much more trouble than they are worth.
Identity Attack0.2823795
Insult0.4339631
Profanity0.09260304
Threat0.010369381
Severe Toxicity0.014511578
Moderate 0.39231625 Constructive 0.615 Fear_Threat
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
It's all ONE BIG SCAM on Canadians. Time to deport and start over.
It's all ONE BIG SCAM on Canadians. Time to deport and start over.
Identity Attack0.37292135
Insult0.32682732
Profanity0.032643758
Threat0.13363713
Severe Toxicity0.017674843
Moderate 0.39021665 Low Con 0.209 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
As a Canadian, i had to leave and emigrate to Norway to go back to a time where I’m not scared to lock my doors. I hate what Canada has become
As a Canadian, i had to leave and emigrate to Norway to go back to a time where I’m not scared to lock my doors. I hate what Canada has become
Identity Attack0.43256098
Insult0.21368977
Profanity0.104876526
Threat0.010576514
Severe Toxicity0.015931819
Moderate 0.38601747 Moderate Con 0.469 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 …
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 in London when my friend took me along to a gurdwara,my first time . They don't ask any questions, they just feed and you will see people volunteering their services at preparing the food and someone else serving you...at least, they give back to society unlike some of the filthy rich who just want to hoard more and give nothing back . People don't realize that the world revolves on kind people and their generosity. If everyone was greedy, there would be nothing else to hoard and you can't even take it with you when your life ends. I guess it's just a matter of perspectives and your life experiences !
Identity Attack0.39461556
Insult0.37506318
Profanity0.20808282
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.844
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew …
As someone from Ottawa Canada who goes to Toronto often, yes there are a lot of Indians in our country and my gripe comes down to how they overrun traditional fast food places we grew up on, but since they have no attachment to it they half ass and don’t make things up to par and make it seem like they’re doing you a favor when you’re paying. So many places are ruined because of this, not just Tim Hortons. However, Tyler postured this as if this is a recent epidemic when Brampton has BEEN known for a lot of Indian immigrants starting in the late 80s and 90s- maybe he mentions this and I missed it or I haven’t got to it yet as I’m midway through the video… Toronto and its areas are very diverse and have been for a long time. Nearby from Brampton in Markham that’s where a lot of Chinese are and you can see it by the business types and you see Chinese lettering under English writing in some places. So why is Tyler acting like this is a rapid epidemic that just started? To ramp you guys up. Again, not denying the fact we have a ton of Indians and have taken in more than ever in the recent years, but these weren’t calm white places that have been overrun like in some of your other videos in Europe, etc.
Identity Attack0.316
Insult0.36798462
Profanity0.33453682
Threat0.011405042
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.802 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
BS. The system was broken for a long time now. I remember living in Etobicoke ( a NW part of Toronto) on Dixon and Islington and seeing ‘black garbed madonnas ( in burkas) walking around …
BS. The system was broken for a long time now. I remember living in Etobicoke ( a NW part of Toronto) on Dixon and Islington and seeing ‘black garbed madonnas ( in burkas) walking around with their husbands and a crowd of kids in the middle of the day. Lots and lots of them. Living off welfare and child support. Not looking for a job. Not at all. That was 1987. As I said - a long time. Just a little reminder: PM of Canada in 1987 was PC’s Brian Mulroney.
Identity Attack0.38223284
Insult0.37166002
Profanity0.17803068
Threat0.008945347
Severe Toxicity0.021548226
Moderate 0.3827457 Constructive 0.631 Personal_Narrative
Feb 22, 2026 3 likes LILLEY UNLEASHED: The fall of …
It's all the plandemic of the WEF infiltration of Legacy Medias, Parliament/federal and provincial sectors, including immigration. The tax payer is paying for its own destruction. Time for Canadians to wake up stand up and …
It's all the plandemic of the WEF infiltration of Legacy Medias, Parliament/federal and provincial sectors, including immigration. The tax payer is paying for its own destruction. Time for Canadians to wake up stand up and speak up or continue down the liberal path to Canada no more and lunacy !
Identity Attack0.116281845
Insult0.42567953
Profanity0.020373698
Threat0.010084574
Severe Toxicity0.007972717
Moderate 0.3827457 Low Con 0.212
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a …
The Immigrants are why the Liberals are in power all the time because they vote for Liberals because they get everything for free. They do the same in europe and lok at UK what a mess!
Identity Attack0.44690517
Insult0.27146968
Profanity0.079025
Threat0.008168601
Severe Toxicity0.017093835
Moderate 0.3811502 Moderate Con 0.396 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Well don't feel like that anymore, time to get racist , it's the only way to get these people out!!!!
Identity Attack0.28034934
Insult0.23704576
Profanity0.08581402
Threat0.13815513
Severe Toxicity0.020644438
Moderate 0.37955463 Low Con 0.284 Identity_Assertion
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Cancel the liberals there useless time to get the Conservatives in now
Cancel the liberals there useless time to get the Conservatives in now
Identity Attack0.20088354
Insult0.40189892
Profanity0.082581155
Threat0.05171447
Severe Toxicity0.010757446
Moderate 0.37955463 Low Con 0.166 Call_To_Action
Sep 30, 2025 IRCC Names India in Study …
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Identity Attack0.458714
Insult0.25007802
Profanity0.028503597
Threat0.0113014765
Severe Toxicity0.015867263
Moderate 0.37955463 Low Con 0.294
Aug 29, 2025 Why Canadians Are Turning Against …
It is only a matter of time before Canadian rivers resemble the Ganges, with rubbish strewn everywhere.
It is only a matter of time before Canadian rivers resemble the Ganges, with rubbish strewn everywhere.
Identity Attack0.23391083
Insult0.40189892
Profanity0.048175167
Threat0.007832011
Severe Toxicity0.010375977
Moderate 0.37955463 Low Con 0.272 Fear_Threat
Feb 11, 2026 Inside Canada's Indian Invasion...
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
time to go elsewhere immigrants, it's not that we don't like you, it's just we don't have the residence to house any of you.
Identity Attack0.39461556
Insult0.24928534
Profanity0.029888187
Threat0.012699619
Severe Toxicity0.016641939
Moderate 0.37795907 Constructive 0.532
Nov 26, 2025 Quebec Ends Economic Immigration Program …
np time for the lie/con jason kennedy or any of his uniparty shills
np time for the lie/con jason kennedy or any of his uniparty shills
Identity Attack0.014249804
Insult0.42167732
Profanity0.07223598
Threat0.008336896
Severe Toxicity0.008811951
Moderate 0.37795907 Low Con 0.114 Policy_Critique
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow …
All of the indian and middle eastern truck drivers that come from.Canada. these guys drive in the united states. And they are some of the worst truck drivers i've ever seen out here. They follow too close. They run over curbs and hit poles.All the time. They never slow down to allow anyone to pass.
Identity Attack0.3817989
Insult0.3393024
Profanity0.053435806
Threat0.02181799
Severe Toxicity0.017481172
Moderate 0.37751234 Moderate Con 0.466 Unverified_Claim
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Time to boycott companies with too many migrants
Time to boycott companies with too many migrants
Identity Attack0.4139151
Insult0.110259406
Profanity0.049678206
Threat0.028379176
Severe Toxicity0.015609037
Moderate 0.37751234 Low Con 0.235 Call_To_Action
Aug 30, 2025 9 likes Why Canadians Are Turning Against …
All Politicians at all levels love illegal aliens 👽. When Was the last time you heard any politician speak against man’s immigration and Indian comitting all the crimes.
All Politicians at all levels love illegal aliens 👽. When Was the last time you heard any politician speak against man’s immigration and Indian comitting all the crimes.
Identity Attack0.44690517
Insult0.24928534
Profanity0.025634222
Threat0.01052473
Severe Toxicity0.015544481
Moderate 0.37751234 Low Con 0.236
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
Somebody must've noticed what a torture it is driving around Montreal. Not to mention the ridiculous wait times for our universal health care.
Somebody must've noticed what a torture it is driving around Montreal. Not to mention the ridiculous wait times for our universal health care.
Identity Attack0.014350293
Insult0.40243408
Profanity0.06195303
Threat0.010343489
Severe Toxicity0.005874634
Moderate 0.37751234 Moderate Con 0.443
Nov 22, 2025 110 likes Quebec Ends Economic Immigration Program …
4:24 Love the guy talking with the cig hanging out his mouth. Reminds me of times past, better days.
4:24 Love the guy talking with the cig hanging out his mouth. Reminds me of times past, better days.
Identity Attack0.024198212
Insult0.15840563
Profanity0.18786818
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.37751234 Moderate Con 0.478 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact …
For Canadians:- Improve your immigration policy, how the heck are you allowing so many people in a short amount of time? And what's that college scam, Some people from your country make fake Universities, contact people from abroad and make them come in Canada, then they take their money as fees and then flash! No such college existed. And foreign people are trapped there. Also, hire qualified people with degrees like the USA does. Indians are living in USA too, but it's not such a big problem in USA BCOS of their policies. Not everyone is wrong,but make sure to punish the wrong one's. Imply tough rules on cleanliness and job hirings. Instead of banning people from these countries, imply strict regulations on them. For indians or any other communitee:- Shame on you guys, no one is saying you to leave your culture or something. It's just that be like a Canadian, give jobs to other communities too. Maintain cleanliness standards of Canada, not india or any country. Follow canadian driving rules rather then any other countries. You should be grateful for them to accept you, now you should accept them too. Thankyou.
Identity Attack0.33352965
Insult0.31740165
Profanity0.27882218
Threat0.009359611
Severe Toxicity0.02258113
Moderate 0.37751234 Constructive 0.745
Dec 19, 2025 Inside Canada's Indian Metropolis (Brampton)
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son …
you know why ?? i do cause there is a specific reason and company that did this linked to Lester b pearson school board and two people are charged for this 😂 and there son is currently still running this scam with indian agents who lie and commit fraud and other wise lie on the application the ileds and also lie to the government about money in there bank 😂😂😂 i have more i have been trying to tell mps from coast to coast but no one will listen i have names and times and i have even know one of the indians that fled canada cause the government wanted him too and still scamming canada 😂 i have all the information if you guys are even slight curious 😂😂 😂
Identity Attack0.22935481
Insult0.3388922
Profanity0.1589207
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.37751234 Constructive 0.593
Nov 23, 2025 Quebec Ends Economic Immigration Program …
Canada is being ruled by a globalist criminal cartel. Arrest the traitors in Ottawa. Vancouver BC has truly become a hub of transnational organized crime and our government seems blithely unopposed at best, a criminal …
Canada is being ruled by a globalist criminal cartel. Arrest the traitors in Ottawa. Vancouver BC has truly become a hub of transnational organized crime and our government seems blithely unopposed at best, a criminal participant most likely. Seriously, its looking more and more like elements within the Canadian federal government are complicit in importing Fentanyl for money laundering and housing bubble purposes, and tangentially, our government therefor has chosen to make Canada part of a supply chain that involves cartels, Triads, the CCP, and kills a ungodly amount of Americans and Canadians. Literal organized crime money laundering and the government has been *encouraging* it since the 80s and its largely why our houses are now insane prices. I'm not being facetious when I argue that Vancouver is the frontlines for the modern Opium War the CCP is waging on The West. Look up Vancouvers Downtown Eastside. Our government is complicit with Cartels and the CCP in importing Fentanyl as it's used in the real estate money laundering business dubbed 'The Vancouver Model'. "The Vancouver Model mixes legal and illicit cash, such as that from fentanyl sales. The pooled money is then used to buy high-end real estate, funded by capital flight and casino high rollers. The real estate is then used as a sort of deposit, helping to feed the insatiable need for luxury real estate. The more fentanyl sold, the more luxury real estate is needed. It doesn’t matter how big it is, it just needs to be expensive. Diabolical, but genius. Maybe Canada should consider fentanyl deaths a market fundamental?" -Sam Cooper’s book, Wilful Blindness: How A Network of Narcos, Tycoons and CCP Agents Infiltrated The West. The federal government opposes efforts to secure our ports. We literally don't have law enforcement that checks incoming containers; anything and everything can flow through our ports unhindered. fentanyl, human trafficking, nobody knows. Deltaport has no port police, not even 1 / 100 containers are scanned. The Mayor of Delta BC has been demanding security at Deltaport for ages and it's not being done why? "A recent U.S. congressional report argues that the Chinese Communist Party's (CCP) strategy relies less on overt military actions and more on covert tactics, including trafficking of fentanyl and leveraging money laundering, aimed at exploiting vulnerabilities across social, economic, and health domains. "Fentanyl precursors are manufactured in China and shipped to Mexico and Canada. For precursors that arrive in Mexico, Chinese transnational mafias work with Mexican cartels to smuggle and distribute fentanyl in the United States on behalf of the CCP," the report states. "The DEA confirmed Chinese transnational crime leaders hold government positions in the CCP and indicated that Chinese transnational crime organizations are dedicated to the CCP." "The public deserves to know about the CCP’s role in fentanyl production and how the Party is using fentanyl as a chemical weapon to kill Americans," the report adds. It recommends that Washington publicly "blame the CCP as much as the DEA and its partners currently blame the Sinaloa Cartel" for fentanyl trafficking and urges the government to "educate international allies about CCP chemical warfare" and encourage them to condemn Chinese transnational crime. According to congressional investigations, Beijing is actively incentivizing the export of fentanyl and methamphetamine worldwide. The report alleges that Chinese criminal organizations, including Triads led by individuals with official positions in the CCP, are working alongside Mexican cartels to generate profit to fund interference operations in America." -Sam Cooper The Bureau substack. Now we have a probable Epstein associate in power (Carney has multiple family members listed in Epsteins little black book). Our 'elected' leaders in Canada are so deep in the globalist billionaires pockets that he even the Liberal half of the "2" party system are okay with selling out Canada to transnational oil and gas globalist megacorps. PPs CPC and Carneys LPC both seem to have forgotten these are the same people / megacorps that poisoned us with Leaded gasoline; still poison us with hexane, and all sorts of pollution they are allowed to store in the air we breath. Why should the taxpayer pay for their infrastructure? Yet you can't NOT vote for oil and gas. Green gets a good amount of the popular vote but never any power because Canada rigs every election with FPtP. Its how the "2" party system maintains control forever. Trudeau was elected with a promise to end fossil fuel tax subsidies but they're over $20+ Billion Canadian taxdollars now (before the $80billion negative externalities), and he obviously broke that promise, probably because the oil and gas industry and their cronies wouldn't let him. Why does an anti-oil and gas politician flip so hard? Money, Blackmail maybe. Epstein - we won't know because our governments don't seem to care to actually investigate it, for legitimate witch hunt reasons perhaps, but there is evidence suggesting that Israeli intelligence is/was running a blackmail operation on powerful people throughout NATO (check out Daryl Coopers MartyrMade podcast on Epstein). we need to force much, much more transparency in government. Its the same throughout NATO. Here in Canada Trudeau was just the 'fall guy' for the various corporate industrial complexes that own our politicians through lobbyists. The oil and gas industrial complex (remember when Trudeau promised to end fossil fuel tax subsidies and instead tax subsidies to this private, for-profit industry with titanic negative externalities, only increased to over $20,000,000,000 (billions of dollars in a nationstate of millions)), the cable industrial complex, the mining, fishing, forestry, and other resource extraction industrial complexes, the military industrial complex (not just in Canada, but all of NATOs military industrial complex has too strong of an influence over our politics). These are all owned by a relatively small group of billionaires. We, the people, are all getting poorer while the rich get richer; our civilization in "The West" is sick, and the corrupt actions of many arms of our corporate industrial complexes and their Oligarch owners are not a symptom, but the foundation of the sickness. Our political parties are owned by them, our prisons, our food industries are the same people that used to own Cigarette companies, its incestuous how small this group is becoming. They'll put Lead in the gasoline AND milk next time we stop forcing these profit driven asshole corporations to act ethically. Some billionaires are cool. Some industries NEED regulation. We want industry, but we ship logs unprocessed out of the province all the time, we WANT forestry corporations that nurture a forest that 7 generations down the road can still be harvesting, instead we get clearcuts and insane levels of topsoil erosion. Old Growth 99.99% gone and still going. Vast swaths of land are now Pine monocrops where 'forests' once were. Why do we think our forests burn every summer now? dead monocrops, like the potato famine but with pine beetles. profit driven megacorporations are fucking Canada and convince us all to vote them in each election cycle because everyone is 'strategically' voting their favourite half of these same industries back into power generation after generation. These transnational corporations only care about money, and they use 'us vs them' narratives like 'identity politics' to divide us into 2 political parties, which they own both of, and market these two 'options' as the only alternative to each other, thereby staying in power forever. PP - a globalist tool of transnational Oil and Gas megacorporations Carney - a globalist tool of transnational Banking megacorporations. 2 sides of the same global coin. Canada was cooked regardless of who won. Welcome to the New Canada - Cartelanada? with a 2 party system where both sides are owned by the same people (globalist billionaires, not any ethnicities that may come to mind) through untraceable chains of 'lobbyists' and shell companies. They will strip Canada of all resources as fast as possible, they will strip our bank accounts of all value as fast as possible, and they'll continue to flood our country with more than 1.2 MILLION immigrants a year while not building homes. The Cons would not have fixed this, because they are the other side of the same coin. Imigration can be done ethically, where it doesn't supress wages and crank up home prices, alas, Canada doesn't seem to care about the current generations being able to afford homes or kids, and chooses to literally replace our families with immigrants. To emphasize, the traitors in Ottawa are to blame for this, not people seeking a better life who are being trapped in the same dystopian poverty drug addled nightmare as countless people born here, in what *should* be one of the wealthiest nationstates to ever grace the Spaceship Earth. The system is both broken and stolen; only small party votes were votes for Canada - voting for either the Cons or Libs was just voting in the same transnational globalist corporations as always. we've all been brainwashed by the biggest propaganda game in politics - 'strategic' voting. Thanks for coming to my -hyperautist- ted talk
Identity Attack0.2816105
Insult0.3682569
Profanity0.13873272
Threat0.09929679
Severe Toxicity0.016706496
Moderate 0.37751234 Constructive 0.595
Aug 31, 2025 1 likes Why Canadians Are Turning Against …

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.