gpe | Gaussian process everything - an R package

I have this dataframe df.

tweet_id tweet_entites 1223395611921305601 [{'label': 'NORP', 'term': 'Chinese'}, {'label': 'ORG', 'term': 'InnoCare'}, {'label': 'GPE', 'term': 'Hong Kong'}] 1223395868092465153 NaN 1223396204093902849 [{'label': 'ORG', 'term': 'LIVE Press'}, {'label': 'ORG', 'term': 'Emergency Committee'}] 1223396269655089154 [{'label': 'CARDINAL', 'term': '83'}, {'label': 'CARDINAL', 'term': '2019nCoV'}, {'label': 'CARDINAL', 'term': '83'}]

I want to extract the list-dictionary into separate columns as such:

tweet_id label term 1223395611921305601 NORP Chinese 1223395611921305601 ORG InnoCare 1223395611921305601 GPE Hong Kong 1223395868092465153 NaN NaN 1223396204093902849 ORG LIVE Press 1223396204093902849 ORG Emergency Committee 1223396269655089154 CARDINAL 83 1223396269655089154 CARDINAL 2019nCoV 1223396269655089154 CARDINAL 83

The new columns will be named as label and term. I've seen references but I haven't been able to find one that is similar to the output that I want.

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I have the following code:

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I just started to explore spaCy and need it only for GPE (Global political entities) of the name entity recognition (NER) component.

So, to save time on loading I keep only 'ner':

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I am making a simulation where you create different balls of certain mass, connected by springs which you can define (in the program below all springs have natural length L and spring constant k). How I do it is I created a function accel(b,BALLS), (note b is the specific ball and BALLS are all of the ball objects in various stages of update) which gets me acceleration on this one ball from calculating all the forces acting on it (tensions from ball the springs connected to it and gravity) and I would think this function is definitely correct and problems lie elsewhere in the while loop. I then use the RK4 method described on this website: http://spiff.rit.edu/richmond/nbody/OrbitRungeKutta4.pdf in the while loop to update velocity and position of each ball. To test my understanding of the method I first made a simulation where only two balls and one spring is involved on Desmos: https://www.desmos.com/calculator/4ag5gkerag I allowed for energy display and saw that indeed RK4 is much better than Euler method. Now I made it in python in the hope that it should work with arbitrary config of balls and springs, but energy isn't even conserved when I have two balls and one spring! I couldn't see what I did differently, at least when two balls on involved. And when I introduce a third ball and a second spring to the system, energy increases by the hundreds every second. This is my first time coding a simulation with RK4, and I expect you guys can find mistakes in it. I have an idea that maybe the problem is caused by because there are multiple bodies and difficulties arises when I update their kas or kvs at the same time but then again I can't spot any difference between what this code is doing when simulating two balls and my method used in the Desmos file. Here is my code in python:

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I am doing some web scraping to export text info from an html and using a NER (Spacy) to identify information such as Assets Under Management, Addresses, and founding dates of companies. Once the information is extracted, I would like to place it in a dataframe.

I am working with the following script:

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I am using Spacy NER model to extract from a text, some named entities relevant to my problem, such us DATE, TIME, GPE among others.

For example, I need to recognize the Time Zone in the following sentence:

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There is a code chunk I found useful in my project, but I can't get it to build a data frame in the same given/desired format as it prints (2 columns).

The code chunk and desired output:

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I am trying to get the entity ruler patterns to use a combination of lemma & ent_type to generate a tag for the phrase "landed (or land) in Baltimore(location)". It seems to be working with the Matcher, but not the entity ruler I created. I set the override ents to True, so not really sure why this isn't working. It is most likely a user error, I am just not sure what it is. Below is the code example. From the output, you can see that the pattern rule was added after NER and I have set the override ents to true. Any input or suggestions would be appreciated!

The matcher tags the entire phrase (landed in Baltimore), but the entity rule does not.

Code Sample

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I have these lists that looks like this:

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