Saturday, March 07, 2020

Dr. John Campbell Explains The Covid Virus Mutations In Detail And Clearly



This is the clearest and most informative explanation of the corona virus I've heard. Dr. covers the details of the two strains - did everyone know there were two strains and I just missed it? - how they work and what scientists think about developing a virus.






I'm going to see if I can gain control of my ace receptors like some yogis can slow down their heart beats and control other normally involuntary bodily actions.

Friday, March 06, 2020

Neighbors Came By To Welcome Us Home





I went out to check on the snow conditions of the driveway yesterday.  We'd gotten back late the night before.  Two of the neighbors came by to welcome us home.




The biggest issue I saw was that the mailbox had been barricaded by the plowed snow.  


I emailed Nordic Lawns, the company that was taking care of the snow in the driveway while we were gone so our house sitter could get in and out.  Then I went back out and carved some steps to the mailbox for the time being.

When I got in there was a call from Nordic Lawns apologizing profusely and saying they would come out.  This was NOT something that should happen.  Meanwhile the mail carrier managed the steps I'd made and stuffed the mailbox with about as much mail as it could hold.

And then Nordic showed up to clear in front of the mailbox.  So I went back out and asked if he could also just clear a space in front of the house for me to park the van, which is still sitting in the neighbors' driveway.  It's great to have good neighbors.  When I called him to ask if I could rent part of his driveway (his is double wide) he said no - I could just use it.

So now the berm the city left in front of the house - which would have meant I would have to park well into the traffic lane - has been rearranged with a space.

Then I rushed off with my wife's car to the Alaska Public Media Community Advisory meeting.  I figure I can't reasonably complain about their practices until I know more.  They went through their listener/viewer statistics for the Anchorage area.  KSKA is the most listened to radio station for a number of time periods during the day.

And by the time I got home, my knee was bothering me again.  So today I spent a lot of time with ice on my knee.  That was good enough to allow me to shovel the deck.  Tomorrow it's supposed to be warmer - into the 20s - so I'll wait til it's toasty to see if my car will start up after sitting there so long next door.

Alaska's - particularly further north - has had one of its coldest winters while the rest of the US and northern Europe have been having an unusually warm winter.  It is nice to have snow that doesn't get turned to ice on a regular basis because the temp snakes above and below the freezing point regularly.

Wednesday, March 04, 2020

We Need A Reminder Of What Presidential Used To Look Like

When Bush was made president over Gore back in 2000, I mused that with the internet, we could have two alternative realities that allowed each to be president so we could see how each of the two worlds progressed over the next four years.

Well now I'd love to see Biden and Sanders and Warren role play being president by televising  how they would handle the crisis as if they were actually president now.  And I'd like to see the media, in all its forms, cover these announcements.

I think many US citizens have forgotten what a real president looks and sounds like.  And those who have come to voting age in the last four years may never have really seen what a real president of all the people sounds like.

We'd hear about the gravity of the situation.

We'd hear statistics and explanations based on science.

We'd hear detailed plans for limiting the spread of the virus, and acknowledgment that this is a societal problem that requires collective action beyond hand washing.

Uncertainty would be acknowledged.   But we'd also learn that the actions taken and the money spent, even if this pandemic is  less dangerous that some think, will give us valuable research that will better prepare us for future pandemics.  And at the very least, we'll be able to save thousands, maybe tens of thousands of lives of the most vulnerable.  Maybe even your grandmother.

And there'd be encouragement about how we find strength and renewed pride in the United States as we tackle the virus at home and help those abroad whose health care systems aren't as strong as ours.

And after each candidate's role play, the station will replay what the current occupant of the White House told us the other day.  (Scroll down past all his comments about Afghanistan to his non-specific exclamations about how great the  White House efforts have been.)

Now that Bloomberg is out of the race, maybe he can direct some of his money to this sort of project.

Meanwhile we can assume the anti-socialism and the Hunter Biden smear ads are being prepared.

Tuesday, March 03, 2020

Corona Virus View From Seattle -It's Getting Personal

Things have changed radically just since Friday when I took the train down to Vancouver, WA to attend the Citizens Climate Lobby Northwest Regional Conference.  While there hadn't been any questions about not having the conference, we were all introduced to the elbow bump in lieu of shaking hands.  And told to wash our hands regularly.

But since I got back things have gotten noticeably edgier.  Six people have died in Seattle already.  Our daughter declared that she will drive us to the airport tomorrow instead of letting us take public transportation as usual.  While I don't think of myself as elderly, I am in the higher risk age category. What's a little scary about this is that people can carry the virus with few or no symptoms, meaning it can spread much faster and wider than other epidemics.

Then I see this Tweet this morning.
There's a long thread about all her failed attempts to get help.

The basic advice from everyone seems to be to wash your hands and not touch your face.

I didn't understand the power of a sneeze until one day we were outside on a sunny day some distance away and man sneezed.  The sun was just right to light up the arc of droplets that flew from his face out about three feet.  It was about three or four times the size of his head.  The light on the droplets was beautiful if you didn't think about what it was.  And I suddenly understood how easily germs fly from person to person.  I didn't have my camera ready for that moment, but I've looked on line for something similar.  This is the best I can find:


This sneeze is not nearly as beautiful as the droplet waterfall we saw that day, but it gets the point across.  If you don't have a mask, sneeze or cough into your elbow.  Certainly away from other people.

Monday, March 02, 2020

Chinese Disciplined Doctor For Emailing About Corona Virus - What Will Happen Here?

A close Chinese-American friend showed me this document recently.  He explained it was the 'confession' letter of Li Wenjiang, the doctor who first notified his colleagues about the new virus.  He was 'confessing' to this act and promising to obey the laws.   I asked for an English translation which my friend has now provided.  (See below)

This has been on the internet a while, but I think it's important considering our president's assurances that (from the Hill)
"Trump said he was “not at all” concerned about the possibility of a pandemic.
“We have it totally under control,” Trump told CNBC. “It’s one person coming in from China, and we have it under control.”
“It’s going to be fine,” the president continued.
“We do have a plan, and we think it’s going to be handled very well,” the president told reporters. 'I think China’s in very good shape also.'”
The concern also arises from the message that Dr. Fauci at the CDC and an infections diseases expert sent to colleagues that he was told that all communications he makes about the virus go through the White House for approval.  I would note that Fauci and Trump have both denied that Fauci is being muzzled.



(If it's not clear, those red smudges are fingerprints.)

Translation:

Wuhan City Police Bureau, XXX Branch, Zhongnan Road StationLetter of Coaching and WarningName of the person whom is coached and warned: Li, WenliangSex: Male DOB. XXXIdentity card category and number: XXX Address (Location of the Official Household Registration): Wuhan City XXXXEmployer: Wuhan City Central HospitalIllegal behavior (time, location, participants, number of participants, issues on hand and consequence): On December 30, 2019, in the Wechat Group named “XXX”, announced the fabricated fact about 7 confirmed, diagnosed cases on Coronavirus from Huangnan Fruit and Seafood Market. Now, we follow the law to give you coaching and warning on your making false/fabricated statements on the internet. Your behavior seriously disturbed social order. Your behavior overstepped what the law permits, violating the regulation stipulated in the “People’s Republic of China Penalty Provisions on Security Management.” Your behavior is illegal!XXX [this is a name] hope you to cooperate and obey XXX’s coaching and advice. Can you stop your illegal behavior from now on?Answer: Yes, I canWe hope you will calm down and deeply reflect, and seriously warn you: if you stubbornly insist your opinion, do not show remorse, but continue to conduct illegal activities, then you will be sanctioned by the law! Do you understand?Answer: Yes, I understandName of the person whom is coached and warned: Li, Wenliang (signed). January 3, 2020.Name of the coach: XXX [this is a name]   Employer: Wuhan (Public Security) Bureau, XXX District, XXX Branch (Official Stamp). January 3, 2019 [2019 should be a typo]
I had some questions about the authenticity of the original document, even though I trust my source completely.  But this document is out there for many to see.  Here's a Business Insider article that includes the document.  

Today's LA Times has a long article about how the delay in dealing with the virus helped increase the death toll and how the lack of preparation led to medical workers dying - from the virus or from exhaustion caused heart attacks.  

It also mentions the doctor in this document - Li Wenjiang.  
Medical workers’ love for the motherland, Communist Party membership and self-sacrifice have become major propaganda themes after the death of a whistleblower, Dr. Li Wenliang , prompted unprecedented calls for transparency and freedom of speech in China.  (emphasis added)
 And how the government's praising of 'martyred' health care workers has met with a backlash on the internet.
"But some Chinese feel state media have turned medical workers into props.
One article by the Wuhan Evening News praised a 28-year-old nurse who went back to front-line work 10 days after a miscarriage, calling her a “warrior.” Many online commenters objected.
“Stop this type of propaganda! Stop putting unprotected medical workers on the front line,” one user wrote.
State channel CCTV also aired a report about a pregnant nurse only 20 days from her delivery date but still working in an Wuhan emergency ward, calling her a “great mother and angel in a white gown.”
Internet users, feminists and academics were furious.
“Hospitals should not be allowing a nurse who is nine months pregnant — or the one who’d had a miscarriage — to work. Their immune systems are weakened, and it’s highly possible that they will be infected with the virus,” feminist writer Hou Hongbin told the South China Morning Post.
Both nurse stories were deleted after the public backlash."

With all the intentional misinformation production in the US and elsewhere these days, it becomes harder for anyone to know what is

  • True
  • Speculation
  • Misleading
  • Intentionally misleading 
This sort of suppression of bad news behavior is very typical of authorities.  It certainly happened with Chernobyl, but it isn't limited to authoritarian governments.  The movie Jaws is a good illustration here.  As was Lyndon Johnson's hiding of US provocation that gave him the excuse to go to war against North Vietnam.  

This is an era where critical thinking skills are, well, critical.  

New Inventions At The Invention Fair

The conference this weekend set me behind on lots of things here.  So let me catch up on the invention fair at my granddaughter's school.  This is a K-6 optional program where all the kids are in two giant connected rooms.  There's an emphasis on independent learning and working cooperatively.     This is part of the local school district.  Sort of like Steller in Anchorage, or Polaris.

They have a three year cycle:  1.  science fair; 2.  environmental project; and 3.  invention fair.

All the kids have to come up with a problem.  Figure out a solution to the problem (the invention).  The presentation at the fair is supposed to cover the process - problem, solution, steps to the solution, materials used, etc.

So here are a few.  I don't post pictures of kids except in rare circumstances with parent permission so the focus is on the project here.




This is a special backpack to carry school papers, using a paper sized folder so papers don't get all wrinkled on the way to and from school.


I need to say there were maybe 50 or 60 projects by first graders to six graders.


This one quantified the number of plastic, non-biodegradable sandwich bags a kid uses a year and talks about the time it takes for the plastic to degrade (400-100 years), the toxic materials in the plastic bag you wrap your sandwich in, and the harm bags do to the animals that ingest them.

And I'm afraid I can't remember the edible material they used as sandwich bags.  It seems that side of the-poster is blocked by a head.  It isn't seaweed because I thought of that as a possibility and they used something else.



This one was my personal favorite.  (After my granddaughter's, of course.)  The inventor explained that her mom kept getting on her for leaving the light on in her room.  So she designed a little M&M holder (in the middle)  contraption to put above the light switch.

And when you turn off the light switch, it causes an M&M to drop out to reward the energy conscious kid.









Here you can see an M&M just released from turning off the switch.





All the kids were at the projects and eager to explain them in detail to anyone who asked.  Even people who didn't ask but were close by.  I know that some of these kids would not willingly talk to a strange adult, but they were so into their projects they all just wanted to tell me everything.






The student who made the Mopping Slippers has a dog that regularly comes into the house with muddy feet.  So she made these slippers with sponges and scrubbers on the bottom that she can wear that help clean up the mess when she walks around.  (She being the student, not the dog.)


I did ask whether the dog jumps on her bed.  She sighed, said yes, but you just have to wash the sheets.








This was another popular invention - a new cookie recipe.  She tried a number of different new types of cookies and as you can see on the poster, Mango won.

Not only is she a good inventor (no one else seemed to think about inventing a new recipe) but also a good marketer.  She had pieces of the mango cookies there to taste.  And I can vouch for these cookies.















This student's problem related to reading in the dark.  So she invented a book mark that had a light on it.

You can see it at the bottom.


Another student had a very similar idea.  He said when he wanted to read at night in bed under the cover, he could never find the light.  So he invented a strap that goes around the book - which I think could also be used as a book mark - that holds a small light.

Another book related invention solved the problem of arms getting tired hold the book.  He took a bike helmet and put two extensions and connected them to the sides of the helmet.  At the end, they had clips to hold a book.  So you could sit with the book held out about 15 inches in front of you.




And this student enthusiastically explained his project.  When I jumped with his skateboard, it often falls away and he falls off.  So he invented a magnet to attach to his shoes and some metal on the skateboard.  He demonstrated the electromagnet he made with the battery and the nail wrapped in wire.  He could then turn the magnet on and off in his hand.

And finally my granddaughter's invention.  Her problem was that her arms get cold, so she wanted to invent arm warmers for her forearms, sort of like leg warmers.  She used toilet paper rolls (with a slit so they could stretch for bigger forearms) and material from old pants and tights to wrap around the rolls.



As demonstrated in this project, the instructions were to recycle materials for the poster boards and most projects did that.

This is a reminder that if you let kids chase what they're interested in, they've got all kinds of creativity and enthusiasm.

Saturday, February 29, 2020

At Citizens Climate Lobby Regional Conference in Vancouver, WA






Took the train from Seattle to Vancouver yesterday.  Much less painful than going to the airport.  Since I was already in the Seattle area, I thought it was a good chance to go to a regional CCL conference nearby.






Last night was a social evening just getting to know people from other places.




We were all together for the opening session, then broke into smaller groups.

I'm now on one about a EN-ROADS that is a simulator for calculating the impact of different actions on climate change.


And here are some slides that show some of the latest data on climate change.






















Lots of questions about what things are included in these charts and what's left out and warnings that these are models, approximations, but they give us more information about climate change progress and how the EN-ROADS model would affect things.

Here's one more slide - that shows the EN-ROADS model results of one simulation (as I understand what's happening.)


You can't see much here, but you can go online to see the EN-ROADS simulator and play with it.

Let's see how clear this screen shot of the variables that are manipulated in this simulation to see which measures impact future temperature change.

If you click on the image it gets much clearer

Thursday, February 27, 2020

Dissemination of Info: ISER Talk; SD Library Shutting Down Depository; The Library Book And Libraries

Here are three connected short discussions.

1.  ISER Discussion on Red Dog Mine One Week From Tomorrow.
Long-Term Benefits to Communities of Extractive Industry Partnerships: Evaluating the Red Dog Mine
Matthew Berman, Bob Loeffler, and Jennifer Schmidt
Mining and oil and gas companies developing resources on land historically occupied and used by Indigenous peoples have faced criticism for offering few benefits to local communities while inflicting environmental damage. The Red Dog Mine -- a joint venture between Teck Resources, Inc. and the NANA Regional Corporation -- has often been cited as a counter-example for developing extractive industries in a way that benefits Indigenous communities. Although the mine has unquestionably brought significant financial benefits to the area, questions persist about its long-term benefits to local communities. We report on a study that assessed the long-term benefits of the Red Dog mine based on findings from a unique 14-year panel dataset. The analysis addressed the following set of questions: what percentage of the mine workers live within the region, and what percentage of the total payroll do local workers receive? How long do most local residents hired to work at the mine keep these jobs, and how does landing a job at Red Dog affect workers' mobility and long-run earnings? The findings illustrate the strengths and limitations of industry partnerships in rural Alaska, and offer insights relevant to communities across the arctic and around the world. When: Friday, March 6, 12pm - 1pm
Where: ISER Conference Room,
Third Floor, 1901 Bragaw Street, Suite 301
Note: This will not be streamed or recorded

2.  Online v Hardcopy Documents

Here's an LA Times headline today:

 "Library to end U.S. document duty
San Diego library says its depository role is unneeded when most docs are online."
I understand the librarian's concern for space.  I'm concerned though, that if these documents are only available online from the Government Printing Office, then documents can disappear.  Documents can be edited and even changed.

Given that Dr. Fauci was told he had to clear all his public announcements through the White House today, I think you get my drift.  Given all the documents the House subpoenaed but never got, you get my concern.

I first started thinking about this when I saw that the online Anchorage Daily News didn't match the print version.  That edits were made after publication and the reader couldn't tell what was changed. (It would just say, "Updated dd/mm/yy")


3.  Libraries As Depicted In Susan Orlean's A Library Book 

The genesis for this book was the 1986 fire that destroyed hundreds of thousands of books in the Los Fahrenheit 451 (which is the temperature when paper ignites).  She also discusses the wonderful memories she has of going to the library with her mother as a child, but that the internet cut her off from libraries until she rediscovered them with her son.  It's an important book.
Angeles Central Library.  But it is much, much more than that.  It's an homage to libraries and their role in maintaining culture.  It's a hands on look at what happens behind the scene at LA's central library.  It's a look at the burning of books (she even forces herself to burn one to experience it herself.)  There are details of the heat of the fire.  But also the tradition of book burning and library fires around the world - some accidental, many intentional.  She looks at how many and which libraries were burned by the Nazis in WW II and how many by Allied bombing.  She talks about people for whom the LA library was important, like Ray Bradbury, who read books there voraciously in lieu of going to college, and eventually wrote

So, given all the fires, libraries alone can't protect the government archives, but especially now, we should be preserving government reports in hard copy all around the country so that online versions can be checked for omissions and changes.


All three posts are about information dissemination about important topics.  Whether a University's research unit, a library's holdings of government documents, and the cultural and historical significance of libraries.

Wednesday, February 26, 2020

Enjoying Early Spring On Bainbridge Island






Crocus all over in the last couple of days.  Note saffron comes from crocus stamens, but only crocus sativus which blooms in the fall.  











This mallard picture is straight from the disk.  No photoshop or any other adjustments.







A calm windless day

Walking in the park across the street from where my granddaughter was having her choir class.  

Tuesday, February 25, 2020

Exposing Trolls -BotSentinal: Easy Way To Check For Twitter Bots

There's a lot of fake news out there.  Even misinformation campaigns.  Knowing what is true or false is getting harder.

So we must be ever vigilant about any bit of news - on the mainstream media, on Facebook, Twitter, Instagram, or in real life.  Here are some questions to embed in your brain for filtering out the crap.

  • Is it believable?
    • Does it support what I would like to believe? (Then I need to be especially careful)
    • Is it too strange to believe?
    • Is it so believable I accept it as true without thinking?  
  • Is it true?
  • Who said it?  (What bias do they have?  What's their record for lying?) 
    • OpenSecrets.org shows who funds organizations and their biases.  You can also just google the organization (Natl XYZ reputation) to find sites like media bias fact check to give you additional information about the media or organization
  • How can you verify it?
    • Google the basic idea and see if others are reporting it?  Are they all of a certain bias?  
    • Are there links to verify what they say?  Go to the links and see if they are reputable

So that's general advice.  But to specifically check on Twitter I'm recommending that you check out BotSentinal.  This link takes you to the BotSentinal page below.   Then go to the green link in the upper right hand


Then you get a popup window which let's you insert a Twitter account. (They use light grays which aren't showing up well in these screen shots, sorry.)  So, you put the Twitter handle you want to analyze in the box and hit submit.


Very quickly you get a response, like this one:



OK, so how do they figure this out?  They tell us that they aren't necessarily looking for actual bots.  They are looking for Twitter users who post like bots.  From their About Us page:

"We trained Bot Sentinel to identify specific types of trollbot accounts using thousands of accounts and millions of tweets for our machine learning model. The system can correctly identify trollbot accounts with an accuracy of 95%. Unlike other machine learning tools designed to detect “bots,” we are focusing on specific activities deemed inappropriate by Twitter rules. We analyze hundreds of Tweets per each Twitter account to determine if an account exhibit irregular tweet activity, engaging in harassment, or troll-like behavior."

For them, 'troll-like behavior' means behavior proscribed by Twitter.
"Researchers rarely agree on what someone considers a troll or what constitutes harmful bot activity, so we took a different approach when training our machine learning model. Instead of creating a model based on our interpretation of a troll or bot, we used Twitter rules as a guide when selecting Twitter accounts to train our model. We searched for accounts that were repeatedly violating Twitter rules and we trained our model to identify accounts similar to the accounts we identified as “trollbots.” Note: Ideology, political affiliation, religious beliefs, geographic location, or frequency of tweets are not factors when determining the classification of a Twitter account."
What do the scores mean?
"We rate accounts based on a score from 0% to 100%, the higher the score the more likely the account is a trollbot. We analyze several hundred tweets per account, and the more someone engages in behavior that is troll-like, the higher their trollbot rating is."
When benefit of this is:
"We feel since trollbot accounts are likely violating Twitter rules, most Twitter users would want to report and avoid these accounts because they offer little value to meaningful public discourse."

So that leads us to ask:  What are Twitter Policies here?

Twitter policies are complicated.  I couldn't find a simple list. Here's a link to their General Guidelines and Policy page.  It's just a set of links to other pages which give more specific rules for what you shouldn't do on Twitter.  I'm trying to bring what seem like some of the more important ones together here.

1.  Violent threats policyWhat is in violation of this policy?
Under this policy, you can’t state an intention to inflict violence on a specific person or group of people. We define intent to include statements like “I will”, “I’m going to”, or “I plan to”, as well as conditional statements like “If you do X, I will”. Violations of this policy include, but are not limited to:
  • threatening to kill someone; 
  • threatening to sexually assault someone;
  • threatening to seriously hurt someone and/or commit a other violent act that could lead to someone’s death or serious physical injury; and
  • asking for or offering a financial reward in exchange for inflicting violence on a specific person or group of people.

Probably they should add "encourage other people to do any of these things."  There's a lot more nuance on the page, but this is the gist of the Violent Threats Policy.

Next has to do with the content of your Twitter name and profile.

2.  Abusive profile informationTwitter Rules: You may not use your username, display name, or profile bio to engage in abusive behavior, such as targeted harassment or expressing hate towards a person, group, or protected category.
Rationale
While we want people to feel free to express their individuality in their profile names and descriptions, we have found that accounts with abusive profile information usually indicate abusive intent and strongly correlate with abusive behavior. The high visibility of profile names and descriptions also means that people might involuntarily find themselves exposed to threatening or abusive content when visiting a profile page.
When this applies
We will review and take enforcement action against accounts that target an individual, group of people, or a protected category with any of the following behavior in their profile information, i.e., usernames, display names, or profile bios:
  • Violent threats
  • Abusive slurs, epithets, racist, or sexist tropes
  • Abusive content that reduces someone to less than human
  • Content that incites fear"

3.  Glorification of violence policy   (You can see the bullet points here (I hope using the term bullet point isn't considered a glorification of violence) seem to be a collection of ideas from different people, and not carefully edited)
  • You may not threaten violence against an individual or a group of people. We also prohibit the glorification of violence.
  • Glorifying violent acts could inspire others to take part in similar acts of violence. Additionally, glorifying violent events where people were targeted on the basis of their protected characteristics (including: race, ethnicity, national origin, sexual orientation, gender, gender identity, religious affiliation, age, disability, or serious disease) could incite or lead to further violence motivated by hatred and intolerance. For these reasons, we have a policy against content that glorifies acts of violence in a way that may inspire others to replicate those violent acts and cause real offline harm, or events where members of a protected group were the primary targets or victims.
  • What is in violation of this policy? 
    • Under this policy, you can’t glorify, celebrate, praise or condone violent crimes, violent events where people were targeted because of their membership in a protected group, or the perpetrators of such acts. We define glorification to include praising, celebrating, or condoning statements, such as “I’m glad this happened”, “This person is my hero”, “I wish more people did things like this”, or “I hope this inspires others to act”. 
    • Violations of this policy include, but are not limited to, glorifying, praising, condoning, or celebrating:
      • violent acts committed by civilians that resulted in death or serious physical injury, e.g., murders, mass shootings;
      • attacks carried out by terrorist organizations or violent extremist groups (as defined by our terrorism and violent extremism policy); and
      • violent events that targeted protected groups, e.g., the Holocaust, Rwandan genocide. 

(Current Twitter limits  These are not about what you say, but about how often you do things.)
"Please do not:
  • Repeatedly post duplicate or near-duplicate content (links or Tweets).
  • Abuse trending topics or hashtags (topic words with a # sign).
  • Send automated Tweets or replies.
  • Use bots or applications to post similar messages based on keywords.
  • Post similar messages over multiple accounts.
  • Aggressively follow and unfollow people.
Current Twitter limitsThe current technical limits for accounts are:
  •  Direct Messages (daily): The limit is 1,000 messages sent per day.
  •  Tweets: 2,400 per day. The daily update limit is further broken down into smaller limits for semi-hourly intervals. Retweets are counted as Tweets.
  •  Changes to account email: 4 per hour.
  •  Following (daily): The technical follow limit is 400 per day. Please note that this is a technical account limit only, and there are additional rules prohibiting aggressive following behavior. 
  •  Following (account-based): Once an account is following 5,000 other accounts, additional follow attempts are limited by account-specific ratios."

For non-Twitter users, direct messages (DMs) are where you send a non-public message to another Twitter account.  I think they have to be following you to do that.  1,000 a day seems like a pretty high number for a human.

And 2400 Tweets a day also seems way too high a limit for a human.  That's 100 Tweets an hour - assuming you never sleep.  Most people can only do this pace if they have programmed their computer to automatically retweet other Tweets, I imagine.  As I tried to find the thoughts of others on this, it appears much of this is about using Twitter as a marketing tool.  Or propaganda tool.

In any case, those are the behaviors that BotSentinal says it's more-or-less trying to track to determine its scores.

There's A LOT more rules and guidelines.  This link will get you to something like a Table of Contents of Twitter Rules.


Oh, one more thing.  I checked on Donald J. Trump's Twitter feed.  This raises questions about how well BotSentinal works.  Or maybe they just give the President a lot more leeway.