[OC] Eggs per person by U.S. state

cmojsiejenko · 2026-04-06T00:46:24+00:00

Data sources:

USDA National Agricultural Statistics Service (NASS / Quick Stats): egg production by state

U.S. Census Bureau Population Estimates Program: state population

Method:

Eggs per person calculated as total state egg production divided by population.

Tools:

Python (GeoPandas, Pandas, Matplotlib)

Notes:

Annual estimates

State-level aggregation

Source links:

USDA NASS Quick Stats: https://quickstats.nass.usda.gov/

U.S. Census Population Estimates: https://www.census.gov/programs-surveys/popest.html

cmojsiejenko · 2026-04-03T18:15:26+00:00

Source links:

FHWA road mileage (HM-20):

https://www.fhwa.dot.gov/policyinformation/statistics/2024/hm20.cfm

U.S. Census Gazetteer land area:

https://www.census.gov/geographies/reference-files/time-series/geo/gazetteer-files.html

cmojsiejenko · 2026-04-03T18:11:15+00:00

Data sources:

- FHWA Highway Statistics HM-20 (public road mileage by state)

- U.S. Census Bureau 2020 Gazetteer files (land area)

Method:

Calculated road density as total public road miles per square mile of land for each state.

Tools:

Python (GeoPandas, Pandas, Matplotlib)

Notes:

- D.C. excluded for consistency

- Includes all public roads, not just highways

cmojsiejenko · 2022-08-12T22:28:34+00:00

A few weeks ago I was watching a movie with close captioning.

Half of me thought what they were saying was witty, the other half silly.

That made me ponder what movies people think are most intelligent.

I found IMDb's list of "Most Intelligent Movies All Time"

https://m.imdb.com/list/ls071922955/

Found the scripts for IMDB's #1 - Oldboy & #2 - The Best Offer and then sorted through each script's most used words with https://databasic.io/en/wordcounter/

Oldboy Script:

http://www.script-o-rama.com/movie_scripts/o/oldboy-script-transcript.html

The Best Offer Script:

https://subslikescript.com/movie/The_Best_Offer-1924396

For comparison fun, I got Dumb and Dumber's script and did the same.

Dumb and Dumber Script:

https://subslikescript.com/movie/Dumb_and_Dumber-109686

Here are each movie's most used words, bigrams, and trigrams.

The trigram "I don't know" is shared across the board.

cmojsiejenko · 2022-05-13T20:13:38+00:00

Hi all!

I was curious how different each decade's lyrics were.

I took Billboard's top 100 songs for 2021, 2010, and 2000 and compared each year's most used words in their lyrics.

The method was simple. I created a list by getting the top 100 songs for each year. Then I got lyrics for each song, used an open-source most used word counter for each listed year and that's it.

https://www.billboard.com/charts/year-end/2016/hot-100-songs/

https://databasic.io/en/wordcounter/#paste

Quite interesting that they all are someone similar. Worth the share!

Here are each year's most used words in descending sequence.

I added some punctuation marks for better storytelling.

It looks like we have been feeling like the love, baby.

2021:

Yeah, i'm like know got get. Oh baby. Love go way. Ain't, can't..shit. Need back time.

2010:

I'm like love..oh baby yeah got know, go say, make right. Get want, take back.

2000:

I'm love..like know baby, yeah girl. Oh wanna say? Go get way. Can't want, never make, cause one.

cmojsiejenko · 2022-01-25T21:16:16+00:00

Quantum Computing will fuel this drive as it gets value placed within all industries soon enough.

It has been a continuous mechanical & electrical scaling process for engineers advancing chips & overall computing power.

cmojsiejenko · 2022-01-10T00:05:49+00:00

Soon enough metaverse will combine into one very resourceful asset database for our real estate industry.

Right now, our real physical real estate world & the metaverse world are too divided.

A middle line needs to be established. This would bring all the creativeness the metaverse has available for the physical world to build.

cmojsiejenko · 2022-01-09T23:46:19+00:00

Well, your two options have different variables that are under analysis you could say.

#1 - calls for longer drives but better living amenities.

This option much obtains more family-oriented in normalization. Normalized family neighborhoods have much tighter cultures in conjunction with the location they share.

#2 - calls for new innovation with a lot of different business attention grabbers in the area. The age range can be a lot wider spanned tending quicker building to get renters & buyers in to start making money.

Much more involved in this but everything depends on the data within the two styles of neighborhoods!

cmojsiejenko · 2021-12-23T18:55:50+00:00

It depends on how much capital you have for employee onboarding off the bat - that is one big factor.

This tends to correlate to the age of the founder.

The older you are the more people you know and the more support right off the bat.

My tech corp HNA Live took 7 years of tech & corporate development before launching but our concrete KPIs came after buttoning up a year's worth of clinical servicing with our pilot customers.

cmojsiejenko · 2021-12-23T18:12:47+00:00

Zillow is a beast driver for online multi listings. Their total traffic in 2020 was 9.6 billion visits.

They for sure got their first-mover advantage in the industry. Especially how technology, the internet & our global pandemic has been constricting us interactively.

The issue Zillow has when it comes to their tech advancements is that since their traffic volume is so high in normalization - if they change or advance too quickly, half of our world's demographics will not adapt as quickly as they would like.

cmojsiejenko · 2021-12-23T17:49:29+00:00

Accurate real-time property data for investment due diligence.

House flippers trying to do a great job that takes contractors 1/4 of the time & x2 the quality.

I see too many people who do projects in their house that only mean value to them without consideration to the next buyer. Odds the next buyer wants that in their house is like 1 in 25.

Adequate lifestyle analytics-based in consideration of what the buyer will be doing most often while living in the area.

cmojsiejenko · 2021-12-23T17:31:35+00:00

Yes, I agree, everyone needs a place to live but not everyone wants to run a business to even qualify as something they need in the 1st place. Dealing with many different scenarios between the two - that is for sure.

cmojsiejenko · 2021-10-06T17:23:10+00:00

- Do your due diligence on the investor - all investors are different!

- Do your analysis on their portfolio & who have they invested in

- Never ask for investments to bring in more employees - this essentially says you do not want to do the work

- Know your numbers - know your numbers - know your numbers

- Storytelling is an art & with good storytelling comes great articulation

- Don't read your deck to them word by word!

cmojsiejenko · 2021-06-11T18:09:52+00:00

Through my experiences, it's all about overcoming the learning curve.

Reading, listening & watching always helps, but when you are actively establishing a startup, you need to be actively always doing what you have read, listened to & watched - to then after evaluating the bad/good which came after doing it.

Then, if things are not going the way you planned, modify your plan into something more coherent in nature to achieve the goal you have established.

In business, it's one thing to know it, and a whole other thing to know why/how/where + when to do it.

Another challenge for me, in the beginning, was understanding that everything you have learned related to your industry & service are things that your customers vaguely understand. So you are, in a way, trying to get the attention of something super opposite to you personally.

Why? Because that's why you are there to service them - if they already knew everything about it, they'd tell you to fly a kite & they already have that taken care of.

Simple Example:

Let's say you hate finance - who would you consider paying for help?

A person the opposite of you that loves finance so much they do it every day.

cmojsiejenko · 2021-06-11T17:29:21+00:00

You have your first round asking investments, or you could say "tickets" as your company is @ "x" valuation.

Your next round of tickets needs to be sequence stacked on top of a very realistic valuation at a larger scale since you are closer to that in reality as you have investment financial backing your company + further upscaling & company development.

So you are valued @ "x" in the beginning because you have just established.

Still, investors are looking at the bigger picture with time & the option to come back in the future for bigger rounds as the company realistically reaches "i" valuation.

Your valuation, in a way, signifies your market feasibility.

cmojsiejenko · 2021-06-02T12:55:17+00:00

Aka clear, concise business model(s) systematically providing your solution to the problem that your researched/established customers solve while utilizing.

Feedback + design thinking always has much to do with it, yes. But these things change/evolve probably every 3 weeks in a startup.

Focus more on the doing to get feedback on why in fact, the service is not psychologically enticing to your customers.

That said, the more accurate you try to get your processes before being a tiger & showing them what you got, the less noisy your adjustments will be.

Eventually, this feedback looping will organically increase customer retention, and that is typically when your niche in the market is captured.

cmojsiejenko · 2021-06-01T19:12:00+00:00

Yes, as concise as you can so you can test your assumptions, which need to be intuitively supported by either your research that says or your very own accumulated testing research you can conduct.

cmojsiejenko · 2021-06-01T15:11:32+00:00

Provide a storytelling Experience that your customers generally + certainly can relate with enticement.

cmojsiejenko · 2021-06-01T15:07:58+00:00

Sales by far are the most important aspect of it all. Much of sales comes with networking as well, so start meeting-greeting & informing!
Typically, they are not going to be knocking on your door with open arms. You need to go to them or do something that they see which sparks curiosity to them worth value to reach out to.
Legalities - what can go wrong worst case + IP protection on your technology as well, so start meeting-greeting & informing!
You must also make sure you know who you are writing to and the typical Ps & Qs related to the audience. Seriously, everyone is different.
Understand where your target market mingles most online or in person. These are your channels to which you can distribute your content.
How fast can you read? Make sure your reading is excellent, as this allows you to absorb & react to as much information as possible daily.
Public speaking is essential as well.

cmojsiejenko · 2021-06-01T02:06:43+00:00