A baby sloth - Costa Rica Day 7

The previous post on this series is here..

On the last day of the Costa Rica trip, only me, San and Padma decided to stick to the original plan of going to Manuel Antonio park. The rest of the folks stayed back at Coco Mar to enjoy the waves some more.

We went on a guided tour of the park to see the sloth and were treated to see a baby sloth! 

The sloth mom is on top and the baby is facing the right.. Using a 200mm at 400mm with an extender still got me only this clarity. Was happy to see it live! There are lots of pictures in the Photo Galleries which did not make it to the posts.. you can check them out on the Photo Galleries tab for Fauna, Flora, and their landscape folders..

There was also a lot of animals, birds, insect sightings again.

At the end of the guided part, we ended up in a beautiful lagoon which was crowded with swimmers. We were not planning to get into the water. There was no chance for more wet clothes in our bags. We were leaving later the same evening.

We took some photos on the beach and hiked all around the edge of the park for a strenous 45 minute hike to Cathedral point. It was beautiful. On the way back we came past the other side of the land facing the other beach. 

Once back at Coco Mar, we had a quick bite to eat, said our byes to the private beach and drove towards the airport.

On the way we were talking about how it would be great to come to Costa Rica and retire.. and maybe start a resort like this with a private beach.. and we crossed this building..

When asked, the driver explained in his broken English that a family from US had started building a resort and the USD slid in value after the sub-prime crisis and they could not come up with money to finish the project. Costa Rica is so good that it sets you straight before you leave the country! It is full of prompt lessons..

The driver was nice enough to give us two stops at beaches on the way. The Jaco one was beautiful..

They have artists paint everyting.. this was a bus stop that was just amazing.. 

We had Desafio accomodate us with a dinner stop at San Jose in Taste of India, which was in the 2nd floor of a high rise residential/commercial building!

After a sumptuous meal and one last masala Chai for 2019, we were at the airport.

We had 5 hours to spend before the flight. Ended up playing a board game for couple of hours. 

The Juan Santa Maria airport is on high ground and you can see the valley below. We got to see at least 8 fireworks light up the sky from the gate area at midnight. 

A video of the day's events here..

We had a lot of fun on this trip. This is going to be the baseline for trips going foward. No driving on our own. The entire trip planned ahead and rides showing up on time everywhere. Vegetarian food options that work for me. San has set the bar high on this one.

Strongly recommend this place for a visit at this time of the year!

There is one last post on Costa Rica.. that is not part of the series, but something that I kept seeing everywhere.. will post it tomorrow.

Wrapping up 2019- A trip to Costa Rica

We wrapped up 2019 with an amazing trip to Costa Rica with friends. San and Padma got this trip with an amazing tour company called Desafio. United and my 1K status got us there. Given the chances of getting tickets during the break, we left on Christmas morning and came back on New Years.

The entire Christmas day was spent in traveling to San Jose, Costa Rica. We got to a local hotel 10 minutes from the airport and promptly dozed off. The next morning we had a nice breakfast at the hotel and a van took all eight of us to the first stop, La Paz waterfalls and butterfly garden. Our first photo session outside the hotel in San Jose. My refurbished 5D Mark ii has officially turned 10 years old. It is showing signs of strain just as I am showing signs of strain lugging it around! This was taken on the iPhone 11, which came in quite handy for many a rainy day. 

It was raining heavily and we were given an hour to 90 minutes before the next drive. So we made the falls the priority instead of all the other exhibits there. We did a quick run through the butterflies but skipped the reptiles, hummingbirds and wild cats etc. Given the communication barrier with the driver, we did not know that we could have spent more time.

This one is a Blue Morpho butterfly.. you can see the blue through the cut in its wings. I could not get a single shot of this one in any butterfly garden to show the blue side. There may be a video somewhere.. it is an amazing butteflly the size of my palm, but it flies real fast. 

big butterfly, big caterpillar....

 

I did not get what they were doing with the coccoons hung like this on a line...will have to find out!

We made a dash for the falls, all 5 of them and got soaked from the rain and the mist. This was our first intro to the rain forest in Costa Rica. Rain from the outside, sweat from the inside.. a poncho to cover the camera that made things awkward. The pictures and video will show you what it was like... It was a good intro that prepped us for what was to come.

After hiking through all 5 falls (climbing back up to the exit is not trivial and pretty steep), we were picked up by a shuttle bus from the La Paz fountain to the parking lot. That bus took 30 minutes to show up. Eventually we drove back in our van through that exact same pick up point. If only we had known, we would have asked the driver to just meet us down there and saved ourselves 30 minutes. The three kids in the Van who were learning Spanish in school kept freezing up when we asked them to talk to the driver!!! I gave the little one a lecture on "skills" vs. "grades" which did not go well.  Jr. escaped because she has been on Mandarin for the last 3 1/2 years. Her turn will come when I ask her to translate. 

Where were we? The drive to the next stop, Serapiqui river white water rafting. We got to a rest stop 20 minutes from the river, which was the last restroom on the route. Do NOT skip this. Get some fresh water, take the minute, change into wet clothes and wet shoes. You can thank me later.

Once you go to the river, there is you, the helmet, lifejacket and paddle. A quick lesson and you are off on the rapids. The river had amazing local birds large and small everywhere! The older girls and the two men got the brunt of the river on either raft. It was an amazing experience.

After what seemed like an entire day on the river going through rapids named ay caramaba, ouch, etc., we got to haul the rubber dinghy up the bank. They had towels for us and a shower area and once done, were fed a really nice fresh made lunch by the local Desafio team. There was a photographer on a kayak who was ahead of us and he showed us the pictures. We loved it and bought them (you still need to edit them and these are .jpg not .raw, but great starting points). 

did not know I was taking the wettest seat in the boat... the funny thing is San always knows where the camera is, even on that rapid to smile!!! Amazing camera awareness, while I was practically underwater..

I skipped the egg and the avocado.. there was no shortage of vegetarian food in Costa Rica.  A lot of folks there are vegetarian and sugar conscious and there seems to be no obesity there yet. There is banana in everything. The banana chips (actually nendranga chips here are amazing.. true Kerala feel). Hope it stays that way.

We said bye to the rafting team and started driving to Arenal Volcano. It was a long drive and given most people were sore from the rafting, it was a quiet trip.

We saw some Coatis that were being fed by someone from a car. It clearly said do not feed animals in the route. Felt bad for these creatures. Once they get used to food from cars, they are on a downward spiral..

 

Once we reached Arenal Paraiso resort, we realized that there was no point in trying to go out anywhere for the night. They had the hot springs right there, so we put our bags in the room and sat in the springs for an hour.

Then they had dinner served in the restaurant right in the resort. A full vegetarian dinner with icecream and Chocolate cake! 

Day 2 (or rather day 1 of actual touring) was hectic and fun. 

On a side note, the only time we saw the volcano was when we checked into the rooms and were about to go to the hot springs. It was almost sunset and the coulds were moving fast. The entire next day, it was raining and foggy to the point that the volcano was not visible at all. Was glad to have these pictures..

Given this is the first post in this series, would strongly recommend Desafio and United Airlines if you are planning a trip to Costa Rica. Most of the drivers and guides from Desafio speak English and are very courteous and everyone shows up on the dot. 

Day 3 post when I get done with editing photos and videos.. it pretty much took me all day to do this blog post and get the pictures and video. It is my sincere hope that friends and family will find this useful when they make plans to visit Costa Rica.

Facebook and data..

This is a post on Facebook data.. my Facebook friend list data..

Given I tell FB a lot, it was quite interesting to see how FB doesn't make it easy for me to even track what is going on with my Friend list and update me on what is changing. 

A few hours ago, I was trying to see how many of my friends post politial stuff on my feed. I could count 8 people off the top of my head and by skimming my feed over last week. Given it is holiday season, it is easy to spot the political posts.. My count was accurate. My entire feed is pretty much overwhelmed by these 8 people. Maybe the others dont post much? Maybe the most vocal ones are the ones that keep forwarding stuff to everyone on their timeline? Maybe the things they are forwarding are paid ads masquerading as meme's or just regular forwards? Maybe the people are not who they claim to be on FB and the account is hijacked? a lot of thoughts led me to try and find out again how after reducing my friend list to 150 two years ago, it is back at 318 now.. what has changed in the friend mix etc. etc.

Any analysis starts with the data set. Trying to export just the list of friends and the number of friends they have (or mutual friends) is not trivial. I did spend a lot of time copy pasting stuff from HTML to csv to JMP and had to do some clean up just to get the data in three Columns.. (Friends name, their friends total, mutual friends). Now why FB lists only Mutual friends in some cases I do not know. At first glance it looks like some folks do NOT want to even disclose how many friends they have!! I don't know what the point is of being on a social network if you are that worried. Let's move on..

Then I found that some of my friends have deactivated their accounts. Their pictures are blank and there was nothing listed. When I click on that friends page it says "this account is deactivated. you have the option to unfriend this person". WTH? This was for multiple people. So the person just left FB without a note of any kind to say they are deactivating it? 

72 of my friends show only a mutual friend count. So it makes it difficult to do a fair distribution.. that was a painful realization that there was no way to get the friend count. You have to go to that friends page and see if it will show up. Even my wife's page will only show we have 152 mutual friends. It wont tell me how many friends she has in total. Not that this count matters but if you are looking at data and you try to see patterns it makes sense to have apples to apples. 

Then I put in a classification by how they are my friends. 

F- Family (anyone related by blood or marriage)

HS- high school (PS. Senior)

C- college (classmates, juniors, seniors) from IT-BHU

GS - Grad school (All the Drexel and RPI connections)

FF- Family friends (this one is tricky because some of these people we met in social settings, my kids classmates, but Majority are spouses of friends from HS, C, GS or my wifes classmates and their spouses)

BL- friends from my Blogger days who I have managed to stay in touch with till now!

Y- Yoga (there are teachers and there are students, but I just lumped it into one)

W- Friends I made at Cypress Semi at work

Here are the distributions given this classification:

This one is the distribution of the friends my friends have (unfortunately for the 72 people out of 318 where it listed only mutual friends, that data is not included in this). 

If you read the anthropology books Guns Germs and Steel or Sapiens, the authors make a case that tribes split up into rival tribes or multiple tribes after their populations cross 140-150. The social structure at that point is unmanageable and the connections become meaningless. At any one point everyone closely interacts with 15 people on a day to day basis. In the last 2 years I have observed this at work, at home, at gatherings and on my social media feeds. People simply become inactive.

Given that there are some celebrities in my FB friend list (read star Yoga teachers, music teachers, public figures) I took them out of the distribution to see what it looks like for the bottom two bars in the previous graph.. ie, people with under 1000 friends.. The people who are between 600 and 1000 are mostly inactive but keep accepting friend requests and looking at some of their pages, I am seriously wondering if there are account issues. Again, companies that pride themselves on AI should be able to see patterns and alert people that one of their friends is multiplying on their friend count in an abnormal fashion that does not make sense.

117/212 still have <300 friends.. and 78/212 are within 200.. Gave this 150 number a lot of thought for the "average person".. read "not someone who is trying to get a following like a Business person or Brand ambassador)  and maybe given todays ability to connect more easily, that number can be 300.. It should be able to plot the number of active interactions between me and my friends to verify this. I am sure FB does this or has the capability to do this, but it would be nice for me to do it with data at least as it relates to my account and friends.

In the graph above the top four points on the Family (F) are wife, MIL, SIL and co-sister (see graph below) why it will only give the number of mutual friends for these four people is beyond me.  You can see that a lot of my High school and college friends are connected to each other by looking at the mutual friend count and it is the case with the Yoga community. I really don't have an apples to apples on this one as technically all the mutual friend counts are not available.

The graph below is the mutual friend list distribution where FB wont list their total friends but only mutual. Each bar is the number of friends who have a mutual friend list between those windows.. eg. 1 friend (wife) with 150-160 mutual friends, 1 with 50-60 (MIL), 2 friends with 40-50 mutual connections (SIL, co-sister), etc. etc.

The bottom 32 people with 0-10 mutual friends are mostly not sharing their friend list?

So what did I learn from all these exercises of graphing and charting and cleaning up data sets?

1- It is not easy to get exportable data out of Facebook.

2- There is no notification if your friends deactivate accounts or become inactive for prolonged periods of time

3- There is no warning if your friends account is showing abnormal increases in friend counts

4- A lot of my friends on the list have way more than 150 friends just like me. 

5- Never got to the actual reason why I started doing this.. which was to see what % of my friends post political stuff. That count is still 8/318 but there is no easy way to classify the posts on an excel file and put a code next to it and pareto it!  Out of almost 200 most recent posts in my feed, 50 were political and they came from 8 people.. They all seem to have posts on their pets, yoga, family which always seems to be anywhere between 50-70% of their posts. If there was a select way to mute that, I would be a happier person. 

The real question is "Am I seeing all their posts?" or "is FB only showing me select posts from these people that are political?" or "are these people deliberately posting this only to me and a select group?"

No way to tell. 

Majority of the posts are travel realated or family photos and pets. For that, I will gladly keep reviewing accounts periodically, clean up stuff and go explain to people why there is no point on being "friends" on FB when I don't get to see what they look like after 5 years but keep getting memes and political forwards for years. 

I am just having data withdrawal symptoms.. there is a lull at work and Christmas/New Year is coming.. next I will go look at my Yoga class graphs and charts.. Thankfully, that dataset was generated by me and is very accurate!