Tools for Data Science

In this article, I am just documenting my journey of learning Data Science. Currently, I have completed Course 2 of the IBM Data Science Professional Certificate titled “Tools for Data Science”

I have currently two digital badges from IBM to flaunt on this Digital Universe

The link to the Badges is:

  1. Data Science Orientation

https://www.credly.com/badges/82b8daa6-9d94-4ea5-a7ed-1dcd78accc91

2. Tools for Data Science

https://www.credly.com/badges/e8119c02-2b2f-4fdd-852e-bab85cc64bfa

Now Coming to the main part of this article. The final takeaway of this course was the final assignment learned in week 4 of the course where we executed the learning of different Markdowns (i.e Fonts / Caligraphy in Coding). This has complied in a Jyupter Notebook made inside Waston Studio provided by IBM. I am sharing a link to my work as this would be the first-ever task I managed to pulled of in my Data Science journey. (I know I know in the future I will laugh that I shared a barely minimum sill level task but it is just the start of a big Marathon thus I thought the smaller achievements are worth a share)

The link to my work is :

https://eu-gb.dataplatform.cloud.ibm.com/analytics/notebooks/v2/86e5b12c-d95a-4038-9873-35835cafb4d8/view?access_token=486577407cc406a91d70ef53ec197f2ba50cb70e79295bbd588de37513a605c0

Hey I can also share my Completion certificate now, the link to my Certificate is :

https://coursera.org/share/27abd5146bfe79343b0fe0e678b289b8

Hopefully, more Certificates, as well as projects, would come in the future to flaunt my skills thus do sign up / follow /Subscribe or bookmark this website to get further updates posted as and when I learn new cool stuff.

Thanks

Tapish

Jupyter Notebooks on the Internet

Copy of Original Article by “Romeo Kienzler” in IBM Data Science Course

There are thousands of interesting jupyter notebooks available on the internet for you to learn from. One of the best sources is: https://github.com/jupyter/jupyter/wiki/A-gallery-of-interesting-Jupyter-Notebooks

It is important to notice that you can download such notebooks to your local computer or import them to a cloud based notebook tool so that you can rerun, modify and follow along what’s explained in the notebook.

Very often jupyter notebook are already shared in a rendered view. This means, that you can look at them as if they were running locally on you machine. But sometimes, folks only share a link to the jupyter file (which you can make out by the *.ipynb extention). In this case you can just grab the URL to that file and past it to the NB-Viewer => https://nbviewer.jupyter.org/

The list above gives you a very nice start with a huge collection of materials to explore. Therefore it’s maybe more useful to give you some pointers to interesting notebooks. As we have covered some toy examples with toy data in the labs, let me just point to some work which uses these data and goes further down the road of data science. In addition, as we’ve covered the different tasks in data science we’ll also provide an exemplar notebook for each of those.

First you start with exploratory data analysis, so this notebook is highly recommended to have a look at: https://nbviewer.jupyter.org/github/Tanu-N-Prabhu/Python/blob/master/Exploratory_data_Analysis.ipynb

For data integration / cleansing at a smaller scale, the python library pandas is often used. Please have a look at this notebook: https://towardsdatascience.com/data-cleaning-with-python-using-pandas-library-c6f4a68ea8eb

If you want to already experience what clustering is, have a look at this: https://nbviewer.jupyter.org/github/temporaer/tutorial_ml_gkbionics/blob/master/2%20-%20KMeans.ipynb

And finally, if you want to go for a more in-depth notebook on the iris dataset have a look here: https://www.kaggle.com/lalitharajesh/iris-dataset-exploratory-data-analysis

“I have just kept a copy of this page on my website as a personal note that this infomation is useful and I should read the individual links in my free time.” – Tapish Dongre

The “Wants” but Not the “Needs”

Sitting, working or study at “home” I am daily bombared with many commercial adds. Tapping deep down to my insecurity or just touching the peak of my craving curve. These adds, target the basic choice of a person. Though I am learing Data Science and I am hopeful to be on the other side of the imaganary line where I will be making software and Data Analysis platforms that can predict a model or some behaviourial pattern. But currently on primitive side of the imaginary line, these “Wants” are of a big distraction.

Thus instead of giving on to those Wants” I am just making another list here with pictures of all the things I want, instead of the ones I actually need.

  1. Playstation Five PS5

Its been pending since the start of the year. Probably the lack of availabilty in the current market makes it more desirable. I currenlty have a PS4 and probaly more than 100 games. Actually exactly 121 Games (I just checked my list) and out of that more than 50 are my Retirement Plan Games. Still the Craving for buying a PS5 is an itch difficult to get out of.

Play Station Five PS5

2. An M1 Apple

This is an expensive one as well thus more difficult to decide on one. Since the annouce of M1 processor and my Professor suggesting me to buy a mac to do Data Science instead of the Windows I am use to. I am actually confused between the two. Should I go for a Mac Mini which is equaly powerful as the Mac Book Pro using an M1 Processor.

Mac M1 Machines

3. Nintendo Switch (unpatched)

Since the time I learned that Nintendo switch can be homebrewed I wanted one my hand. I knew only the first generation can be modified without the use of a soildering skills that I do not have now. I wanted to try out the what all a small platformer can do with modifying its softwares

Nintendo Switch with Atmosphere Installed in it

4. Back Massager

This is the one craving I am ready to give into. Spending at least 8 hours on chair in front of my system, this is the one thing I am eager to buy as soon as possible. I have see the cheaper model of Massaging Instrumentation at nearest Kmart and I guess this is the one on my bucketlist before Dec 2021. The craving started when I went to one of my freinds’ (MJ’s) house warming party and used a similar model kept on his dinning chair.

Back and Thigh Massager

5. A portable Vaccume Cleaner

One of my household duty is to keep the house clearn or at least Vaccume it once a week. My current vaccume clearns is eons old and thus I wanted to upgrade it from past month. Though I am very keen to upgrade to a Codless vaccume cleaner but comparing its power and runntime only being 20 minutes, I would probably buy a Chorded one.

I-Vac X20 Stick Vaccume Cleaner

6. Go Pro Camera

I know I know my list is mostly of electric and electronic cravings but an Action Cam is one on my list from a very long time. Especially since the time I learned that the new Go_Pro Hero 9 has inbuild image stabilization and thus even if you walk and capure something, the video comes without any shakes even on 4k 60 frames per second.

Go Pro Hero 9

7. Google Pixel 6

I wanted to upgrade my mobile(Moto G9 Plus) since last November which it got its first crack on its screen within first month of its purchase. The warrenty did not cover the glass damage and though its a good working mobile still it was not the first choice at the time of purchase. I have used a Pixel 3 and I am aware of the Google Phone performance thus would like to switch back to it as and when possible and not being heavy on my pocket.

Google Pixel 6

8. iPad Pro

This is another latest crave arised when making Mathematics Videos on my Youtube Channle. I recently started a journey of Revisting the NCERT/CBSE mathematics books from Class 1 to 12 ( link: https://www.youtube.com/watch?v=kFRKyUlm9dA&list=PLyLjJEJ59imz19Zh6qZIG5tZoC9oSQwYP ) While expaling anything on camera, many times I feel like there should be something which I can write on to show what I am thinking while explaining any maths problem This lead to search of devices with Pen capture and finally I landed on Ipad Pro which can do the job along with other stuff.

iPad Pro with Pen

9. Mirrorless Camera (Originaly Thought DSLR)

If/when I have a Go-Pro and Google Pixcel, I dont really need a good video capture device. But this list is not of the needs anyway. Thus I thought why not include the long awaited DSLR on my list. Currently the DSLR would be very heavy thus I switched on to the craving of possessing an Mirrorless with 4k 60 to 120 fps caputre and that is only possible in a camera ranging way above my pocket range. Cannon R5 or R6 are on the market that caters that “want”

Cannon R6

10. 4k Laser Projector

It was either this or a 75 inch TV. But in house if we really want the Theater Kinda feeling then a 4K Laser project is something I would plan for when I will buy a house of my own.

4k Laser Projector

All the images used in this post belong to their respecive creators fond on the web. My list could have been longer but currently all togher they have crossed my annual earning already. Thus even to think more I have to first expand my pocket or source of earning then dream upon making the Sand Castel.

If in your dream purchase list matches mine, please do write it on the comment section below. And if my list gets updated, either I will update this one with more items or just make another list next year.

Till then, be in touch…

See you on the other side !!!

Tapish Dongre

Skills Vs Challenge

World used the television series How I Met Your Mother as an Comedy entertainment option to relax after a stressful day. But back in India, I used this as something a simulating model of how the behaviourial pattern would be if/when I would get a chance to visit or live in some other country. Back then it was a platform to learn about other cultures. Fast forward 10 years down the line, I actually got a chance to study and live in Australia. Though the series dose not exactly mimic actual life living in land outside India, but it was like a starter/refreshment course for us to actually understand a little bit of western culture, their problems, way of thinking and what can or cannot be done in a day to day life.

In the same series a character named “Barney Stinson” played by Neil Patrick Harris used a graph called “Hot vs Crazy” to define or explalin in general that a person can tollerate as much as crazyness of girl/woman as much Hot she is. Definatly I am not trying to justify any objectification of any gender as the graph was used only for a comic purpose which in their fictional world made some sense. Comming back to reality, I found another graph which relate to Challenge vs Skills origally observed in “Finding Flow by Mihaly Csikszentmihalyi”

Finding Flow by Mihaly Csikszentmihalyi

This Graph I can actually realte to while I am studing Data Science or Working on any Project.

For a simple task like washing utensils, the skil level is low, and the challege is low, so I sometimes get into wonderland in my own mind.

Where as Studing Diffrential Calculus where I have less skill and being a highly challenging task for me gives me Anxiey and I try to quit or find excuses to postponed the task.

Current target is not directly aim for flow, but to at least be in the Relaxation or Control zone while gaining more knowledge.

Please do wrte in comment section below what state of mind you are while currenlty doing any task in your current life stage. Hopefully we can share strategies to overcome our hurdles with collective information and experience.

Best regards

Tapish

Piracy _ Hacking _ Technology Transfer

While few year ago I wrote an article about Piracy in Biotechnology, or its lack of, making the spread of technology very slow in Indian Biotech Industry. People either going with high moral values and givng all those newly discoverd things for free (or) being crazy for fame and money, registering patent after patent. Both sides of the sea, the main idea is to progress. In time the force derives by public demand, ease of use and most important “funds” for any project to be viable.

Today based on the same idea I found a video which is like 8 years old relative to the time I am writing this post. Discussess how cost-effective technolgy hacking can really be useful and more than the video, if you can go and check the comments section of the video where only the idea of some research and its use have done an positive impact on people around the globe. I will screen short and paste one such comment which I personnaly liked along with the video link:

Change using Wii Remote Hack

Actual Video Link

Completed “Push-UP Challenge” to support Mental Health Awareness

The year 2021 looks like the year of achievements. Though financially I am dried up, but in other realms, I am super active. One such thing I participated in was in June 2021 for the first 25 days. The target was given a big number Three Three One Eight, representing the number of people who committed suicide in the year 2019.

My first response was that is impossible. I had preconceived views of some of the past Australian channels reporting that “if they did the 3318 pushups even spread throughout the month, they would gain good muscles and a fit body.” But actually accepting a challenge and then performing it would be a tough job for them as well.

I thought let us try it anyway. What’s there to lose anyway. (except the 100 kg weight I have gained all over the past 6 years 😛 )

So I registered, download the app, and started from Day 1 (1st June 2021).

The app and website were synchronized that whatever I actually performed and reported on the app was well reflected on the website as well. Link https://www.thepushupchallenge.com.au/pushuperer/177159

Then there was a fundraiser. Being cash poor, I was not able to contribute myself but along with that being concerned for the many International communities I was in contact with who were struggling in Covid last year, it did not seem fair for me to even ask for any money. Thus the fundraiser part of the challenge was a big No-No for me.

Still, somehow I wanted to contribute to the challenge. It was either a guilt trap or actual concern, that I thought I could at least contribute towards the awareness part of the whole challenge initiative.

So I took my camera, learned more about OBS studio, and started recording the already available daily mental health facts which were released on daily basis throughout the challenge days. My target there was if I was able to translate the given text from English to Hindi, that would be a good use of my skills as well as even the Hindi-speaking audience would be able to be aware of what is going on Push-Up challenge.
Link to videos: https://youtu.be/Xo8D2WNuGSc

So day after day the videos were being posted and that encouraged me to keep continuing to do the push-up as well.

During the challenge, I learned so many new terms, actions, and numbers representing the local and national relations with stress, depression, and suicidality.

So finally today I got my certificate of completion and thought to do a little show-off post it here.

#PushForBetter

Overall I would like to say 3318 is a relatively big number, both for doing the push-up as well as the number of the actual human being losing their lives due to various reasons related to mental health. I wish this number is reduced in the coming years and a better mental health support system is built not only in Australia but throughout the world.

Signing off for now and keen for the next challenge in life, this time probably a 42.19 km marathon next year.

Kind Regards

Tapish

Untold Story Post 85: Theory of Nothing

Somewhere, sometime in my life, someone said, “If you do nothing, nothing will happen.”

I was amused by the deep thought with what the author has said this. I loved it probably more than you did while reading it now, maybe because I was high on weed.

Now that I am sober and re-think the same above quote, it gives me quite a shock on a daily basis.

Thus every day I wake up.

Make up a Task list.

And do my best to complete the maximum task on this list.

Seldom I hit 100% completion and those days I could would or be able to sleep at night properly.

Rest of the Days I think I did not live my life to the fullest.

Out of the blue, I gazed upon an offer on Gumtree. (gumtree.com.au is a website in Australia where people advertise to sell the things they have). I saw A box of books for AU $ 20. I scrolled the post and thought one day! One day even I will have a library of fiction & nonfiction books, at my house.

Then again in my head, I came upon the same thoughts about the Theory Of Nothing: As if you do nothing. Nothing will happen.

Thus I did something.

And results are the two pictures of this post.

IMG_0933

IMG_0934

Though a small start but Today I do have a mini library at home.

This task was not on my daily task list but I just followed my instincts or the words of some random stranger in the past which changed my thinking to initiate an action plan in the present.

Reflecting on my day, I think I beat up procrastination, laziness and put on action to execute something beautiful.

Then again when I told this story my cousin with a similar photograph as above, then she said, “Congratulations on Buying them but will you ever be able to read them at all?”

I dogged the question in reply explaining it in Aussi dry humor that “they are part of my retirement plan.”

But in reality, the Theory of Nothing is ringing more like Jingle Bells on a Christmas night.

“If you do nothing, Then Nothing will HAPPEN.”

 

#tapishdongre #utsp

Untold Stories Post 82: Muze Mummy K Pass Jana Hai (I want my mommy)

 

Don’t blame the Mom, it was an accident. It can happen to anyone. Unfortunate but true.
Don’t blame the Child, he was just curious to see the world. Excited, lost, but dint even realised when it happen.

The baby who can walk now, lost his attention along with the small palm grip he had with his mother.

Walked towards the most colourful distraction he could see in Super-Market as big as the whole word to him.

In this process forgot that his mother warned him multiple times, “do not ever leave my hand”.

The small soul started his journey towards exploration of the treasures what the world had for him.

Reaching to this magnificent destination, the child realised the mother’s warning.
But till this time, he is so away from his mother that finding path back to her on his own, seems to be an impossible task on its own.

The Baby did the best he could. Remembered the path he came from. Walked on it for so long. And finally came to conclusion. His has lost his mother.

Tears rolled down inside of him before it could be expressed on his face. He cried, yes because it was allowed, that’s what a baby can do.

Watching the baby alone, people nearby started to wonder. Not all came for help but one. She was a brave soul. Could understand the pain that baby is going through.

Picked him and asked, “Are you lost? Where is your mother? How dose she look like? Let me help you finding her.”

The baby felt relaxed for the first time. An assurance that he could be re-united with his mother.
An hope that everything will be alright again. With this hope and clearing his own cloudy thoughts, the child tried his best to answer the stranger about his mom.

The stranger woman did everything the best she could do. To sooth the baby’s life, few movements, for how so ever short it may be, count that time as life as true.

She gave him two toys to pay with. The baby was both happy and thankful for the gratitude. But only moments later he cried again and said,
“MUZE MUMMY KE PAAS JANA HAI” ( I want to go to my mother.)

The Woman tried every thing in her power to search for his mother. Told others, went on places the baby described and finally made a public announcement.
She will be waiting in a designated place along with the baby and urged the mother to please come and meet us there.

Baby had the stranger woman, her sympathy, her company and the two very beautiful toys she gave him. But the baby still cried, and shouted, “Muze Mummy K Paas Jana Hai.”

That was a long wait, a very long one, but finally on the designated place, a woman came running with tears on her eyes. She couldn’t take her breath properly, but she held on to her faith.
The baby said, “MUMMA” and they hugged each other.

I don’t remember properly what happen next. I know I am just a narrator of this story but no one told me in detail. As It has already been more than 30 years to this story.

The walking baby has grown up to be the perfect man. Explored the real world bigger than the Supermarket of his childhood. Met the another strange woman of his life who had enough empathy to commit life together with him.

Gave him two magnificent Kids that he never required another toy. He was happy. Living the perfect life.
And One unfortunate Day, his mother Closed her eyes.

Even at age 30, he was still a child.
Tears rolled inside of him before his eyes could shine.
He was quite this time to watch his mother go.
Few people around him who could actually know,
Whats going in his heart he wanted to say out a loud.
Even after years he had the same words in his mouth,

“Muze Mummy Ke Pass Jana Hai”
(I want my mommy.)

#tapishdongre #untoldstories #utsp
(Inspired by recent events in life of my former boss and very close friend. May his mother’s Soul rest in Peace. She was really a wonderful woman, I spend few meaningful chats with. And I actually cried before writing this story and again while reading the draft.)

Untold Stories Post 81: THE BROKEN ENGINEER

My Engineering lifespan of four years was a journey along with roller-coaster of emotions.

Girls biologically wired to cope up with emotions, having this as their strong suit, could choose the practical decisions on their own.

Boys on the other hand needed a support group, which they even fail to admit that it is a support group.

The incidents I am quoting are not always alcohol induced, but alcohol did open up some strong men’s heart which left them to crying on the floor. I would not like to mention any
names of this article for the reason that I fail to get their permission yet to share their part of story. So these incidents only form my my point of view.

Scene 1:
First and second year of engineering everyone tries their best to accommodate and live with the new environment which they are forced into.
Not everyone is accustomed to live away form their respective parents.
At that time, may be due to my rebellious age I would love to live away from my parents and have less of a control of them over me.
But some of the boys were connected to their parents in a very very deep and complicated bond that only they could express.

I went to a house party.

Ya because in Engineering life, every day is Party.

Ohh ! I am sorry Every night is party and every day is a kind of sleepover.
In this party a new song got trending.

And with a very slow dial up or mobile internet connection at time this was downloaded the with high definition video of “YOU CAN PUT THAT BLAME OF ME”
by Ackon.
We watched the song once.
We watched the song twice.
and then thrice.
Goosebumps were running on the lyrics,

“Sorry for the times I left you home,

I was on the road and you were alone”

And all of a sudden may be the desi guy finally understood the English lyrics and started crying.
He just went on that he misses his mom and now want to just go home for good.
I was astonished to see such a strong personality breaking down in front of me and weeping, sitting outside of house, not bothering to observe the strange world which in constant caution he did before. I was not a emotional supporter and thus could not help the guy, but that day I was thankful that I am still living with my parents. And I was not sure what would be my go when I had to leave away. (*fast forward to year 2013 when I had to live alone, I did cry, but that story for some other time)

Scene 2:
This was just past the Final year Engineering life and I was invited to another party.

This time it was booze and chicken and what not in the house.

One of the reason was, though not by 9 to 5 jobs but street smart Engineers in their final year and beyond, learn their way to gain income through various objectionable mediums.
Those time the song, “Tera Pyaar Pyaar Pyaar Hooka Baar” form Khiladi 786 was released and I asked for if I can have Sheesha instead of drinking.
Truly speaking till this day I never like alcohol. I am just a social drinker who like to loose control once in a while.

Since I was not drinking I became the judge of two heavy drinkers of that group. The completion was who can have and handle maximum amount of alcohol.
One of the player was very dear friend of mine and other was a Super Senior.

“Super Senior” as if it is even a word.

But we use to believe anyone who is more than two academic
batches ahead of is a Super Senior.

They Drank almost one and half bottle of Whiskey “McDowell’s No. 1” and discussion turns to arguments and then crossed the stage of apologies. Finally the Super senior broke heavy.
He started crying out a loud, “What a waste of life we have become. Four Years of Engineering academic course and its been 7 years for me and still not completed these stupid fucking semesters. Still taking money from my parents. I should die of shame.”

That day I realised though outside we can pretend to be strong on our failures but inside the failures eat you out alive. And for an Engineer, the worst part is
taking money from parents. They internally feel loss of  self respect if they continue doing it after certain years. But in a non- induce stage wont admit it openly.
Dr. Phill calls this stage and behaviour as “Moochers” And I am sorry to admit that for more than 22 years of my life I was one. But that night I decided, doesn’t matter what,
I will find a job, I would clean someone’s house but will not live a Moochers life. (*fast forward, I still owe a lot of sum to my parents but I believe I am off the mooching ground)

Scene 3:
People say keep the best for the last.
But I would keep a very ordinary story to dilute the emotions we had in previous scenario.
I am not even evolved in this story. Thus presenting to you in the form I perceived it form the closest friend.
It was time of campus section. A process where companies come to University and take the brightest mind to work with them. That means for selected few, you will end up with a job right after you have completed your degree. Being the first batch in Biotechnology our college fail to create a carrier show for us. But with enough struggle manage to get one company to interview us.
(I was in a different state of India and focused that I need to perceive a higher education and thus decided not to for this campus event).
My friends who went there were sitting outside for hours before their interview and in contact with me by telephonic conversion through sms.
Only one or two people in that group were given adequate soft skill training about the interview.

The package was in the range of 8 to 12 thousand rupees per month. Which was definitely way too less than expectation of Engineering Graduate. People with soft skill taring have the idea of how to respond to the question “Are YOU happy with the SALARY package offered?”
And if you want that as your first job without having the necessary training for the job, the answer should be “YES”

But one candidate who knew this information started discussing outside, before the interview, and also influenced the interview seekers outside that the salary package offered is very low.
Lets all demand for making this salary package at least up to in the range of 16 to 20 thousand per month.
If we all demand for a higher salary, we will push the economy high and the company has to accept us with giving us an higher salary package.

At this point I would say, WOW ! and Excellent move. Forcing the company to actually provide the acknowledge pay rate to every employee and set the bar high.

Few hours later I was again dazzled by the information, that company only selected few candidates who said they are happy with the salary package they offered.
And rejected all who went against and demand more money to do this job with a pay raise.
The shocking part was, The candidate who influenced everyone to ask for raise actually said “YES” for the pay offered and got selected.

The lesson learned that day was, “THE DAY OF ENGINEERING ARE OVER” and “FRIENDSHIP VALUES HAVE BEEN CHANGED”

WELCOME TO THE NEW WORLD.

Untold Stories Post (UTSP) 80: Marvel vs DC = Fictional Neutral Post

Stories were, are and hopefully will be my passion that motivates me time to time.

With my previous mention on multiple occasions, this must have come across that in current generation of Fiction Wars, I am a super Marvel Fan.

This gives me a strange opportunity to randomly meet strangers and connect with them sharing the same love for stories.

In my understanding Marvel has reached up to that limit where ancient literature like “Ramayana and Mahabharata” would have reached.

The character depth, story cross connection, multiple language translation, huge roll over of currency and love are the common factors I could get comparing various literature and Marvel universe.

I even observed that there is No Particular GOOD or EVIL permanent state of a character.

Dead-pool being the Villain of X-Men series is now a Hero having his own franchise.

Venom being villain in Spider-man series is now a comparative Good character according to 2018 story line.

This was similar to Ravana begin the Villain of Ramayana but later fiction, more research and ongoing work presented him as a good  devotee of God (Not that bad Man then).

Krishna being the super hero, smiled as Gandhari’s son death and sentenced to internal curse. (Bad present inside Good)

I can comment more by comparing Greek Stories and Bible or Quran, but at last results the same purpose. Stories to teach a lesson, to inspire, to learn, to entertain, to fear, to laugh and to connect with similar or dissimilar mentalities over the globe (and hopefully beyond).

Yes UTSP is mostly about personal experience with day to day scenario, thus let me divert in the above comparison and tell you another story.

I was working in Sun-corp Stadium and I met a guy who was leading the food retail team on that particular day. We started talking about fiction stories and then he said, he is a DC fan thus he is waiting for AQUA MAN release this year.

I replied I am as eager as he is, but I am also interested in next edition of Infinity War (which is Marvel Based story-line).

Suddenly he was firm and said, I don’t watch Marvel movies BECAUSE I am DC fan. The discussion went on and on about Marvel and DC.

Late coming home I realized, Fuck the shit.. I love both Marvel and DC. Being one’s fan docent mean I hate the others.

Many days later when I was watching the 2018 Venom, I meat a Marvel fan who hated DC fictions up to an extent that he would not support even the release of AQUA MAN.

And the next step I am doing in this post might be controversial but pattern seems to be true at my current understanding.

I am trying to develop pattern or similarities between religion and fiction. (Both having its followers, preachers, as well as extremist)

More I met with people I gained info that People following Marvel in general avoid DC and vice a versa.
Similarly people following one religion or faith try to avoid lessons and practices from other. And Extremist even try to pin down the non-followers of their own kind.

The time I was most glad was, while meeting people who believe in Peaceful co-existence. The people who like to put Political, Racial, Linguistic and Religions barriers aside and share a Smile together.

Being Atheist (agnostic actually) and Religion neutral gave me access and acceptance to people from all religion. And being Fiction Neutral gave me the entertainment from all over the industry.

And thus I even hope to meet more and more people who are able to keep the FICTIONAL FOLLOWER barriers aside and give chance to be entertain from more and more and stories, let that be from DC, Marvel or even M. Night Shyamalan’s Unbreakable Universe.

Who knows I might create a new genre in future years to have a fan following. But in all case, Do love each other, and Keep each others happy. Let only the Fictional Characters Fight. 🙂 We as humans can co-exist.!!!!

#utsp #tapishdongre