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Nairaland 2020 Frontpage Analysis And Visualization - Politics (2) - Nairaland

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Re: Nairaland 2020 Frontpage Analysis And Visualization by casdoruche: 7:01pm On Jan 02, 2021
Many comments here are paid comments. Political dogs and messengers sent to manipulate minds of unwary people. Don't get carried away.

Tribe has nothing to do with fighting against injustice and seeking for what is just.

When a policeman said he never took bribe many never want to believe just the same way a non virgin doesn't want to believe another is a virgin .

Fulanis are minority.
They rule a vast majority.
Fulanis have an agenda and its being in power using every means.
Divide and conquer
Religion
Tribe

Can't we see.
We are colonized in a democracy.
By a minority white Fulani.

Let's understand this how did democracy favor a minority. How please?
I can't understand.
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 8:58pm On Jan 02, 2021
References:
Wow........very very good one.

Wishing us a COVID-19-free year all-round.
Thanks allot
Amen
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 9:01pm On Jan 02, 2021
CandyOps:
Keywords that helps you make FP the most are:

1. 'Snake'
2. 'Killed'
3. 'EndSARS
4. Ned/ Regina Daniels
5. Afonja
6. Simp
7. lala
8. Jubril
9. Co-vid19
10. Rape
11. Help needed.
12. Unboxing
13. Herdsmen
14. Ipob
15. Wizkid/Davido

did I forget any one?
Tinibu and buhari
Re: Nairaland 2020 Frontpage Analysis And Visualization by Sammy07: 9:03pm On Jan 02, 2021
fergie001:
Nice job, OP.....
Sam.my07... wey my meat?
I should be asking you that sir cheesy
Re: Nairaland 2020 Frontpage Analysis And Visualization by fergie001(mod): 11:04pm On Jan 02, 2021
Sammy07:
I should be asking you that sir cheesy
huh huh cool
Re: Nairaland 2020 Frontpage Analysis And Visualization by Nobody: 2:18am On Jan 03, 2021
The users with the highest posts on front page are mostly nairaland mods who are bloggers
Re: Nairaland 2020 Frontpage Analysis And Visualization by edwinkelexy(m): 4:27am On Jan 03, 2021
Evanspaul:
Hi guys look at the Data Analysis I did.
The data is from Nairaland home pages. The data is about posts that made it to the home page. It was gotten by web scraping using python programming language.
The data covers from 7 Jan 2020 to 29th December 2020.
The graphs and charts are plotted using tableau and Python Matplotlib.
In the first chart, each bar represents a user. The chart shows top 45 users that their topics made it to the front page. From the chart we can see that the user by name ‘dre11’ have the highest topics in the front page, followed by Islie and lalasticlala.
In the second frame, it covers the number of times a post from each thread made it to the front page. And from the chart we can see that the General thread have the highest number of topics on the front page and Science/Technology has the least appearance.
In the third frame, it shows the number of times a post from General sub threads made it to the front page. Politics tops the list followed by Crime and Health respectively.
In the fourth chart, which shows the number of times a post from the Entertainment sub-threads made it to the front page. And Celebrity tops the list followed by Sport then TV.
In the fifth chart, which shows the number of times a post from the Science/Technology sub-threads made it to the front page. It shows that most of its post is from ’Phones’ thread, while others contributed little.
In the sixth frame, it shows the most common words that appeared on the front page. The words in big font are those that have the highest occurrences.
Time series
The Seventh graph shows how many post made it to the front page in different time of the month. December tops the list, followed by October then November. I think that one of the reasons for this is; that December is a festival period and more news and topics are likely to surface, will in the October and November cases are likely to be influenced by the EndSars protest.

The eighth graph shows the number of time post or topic made it to the front page in different days of the week. Monday tops, while Saturday and Sunday are the lowest.

The ninth shows the number of times post or topic made it to the front page in different hours of the day. And 7am and 8am are the highest. While topics written at midnight and very early in the morning, have the least appearance in the front page.

Also below are useful chart/graphs from the analysis
The link to the data and dashboard is below
https://public.tableau.com/profile/chinonso.ekwo#!/vizhome/Nairaland/Sheet1
You can mail me for the python code for the web scrapping and data preparation.
Nice
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 11:37am On Jan 03, 2021
edwinkelexy:
Nice
Thanks
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 11:38am On Jan 03, 2021
thebosstrevor1:
The users with the highest posts on front page are mostly nairaland mods who are bloggers
Yes, from the data
Re: Nairaland 2020 Frontpage Analysis And Visualization by Ajibel(m): 12:20pm On Jan 03, 2021
Evanssssss nice one bro cheesy cheesy
Omo you don go far with this data science ooo. We go collaborate soon oo.

robosky02 I see your name bro wink
Re: Nairaland 2020 Frontpage Analysis And Visualization by Ajibel(m): 12:21pm On Jan 03, 2021
Imagine if Seun decides to provide data like this for users to see a graphical analysis of their posts by the end of each year.
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 12:59pm On Jan 03, 2021
Ajibel:
Evanssssss nice one bro cheesy cheesy


robosky02 I see your name bro wink
grin grin Thanks boss
Omo you don go far with this data science ooo. We go collaborate soon oo.
Depends on what you mean by far, I look forward to that!!
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 1:00pm On Jan 03, 2021
Ajibel:
Imagine if Seun decides to provide data like this for users to see a graphical analysis of their posts by the end of each year.
Seun just like nairaland the way it is
Re: Nairaland 2020 Frontpage Analysis And Visualization by ChelseaDr(m): 3:16pm On Jan 03, 2021
Evanspaul:
Hi guys look at the Data Analysis I did.
The data is from Nairaland home pages. The data is about posts that made it to the home page. It was gotten by web scraping using python programming language.
The data covers from 7 Jan 2020 to 29th December 2020.
The graphs and charts are plotted using tableau and Python Matplotlib.
In the first chart, each bar represents a user. The chart shows top 45 users that their topics made it to the front page. From the chart we can see that the user by name ‘dre11’ have the highest topics in the front page, followed by Islie and lalasticlala.
In the second frame, it covers the number of times a post from each thread made it to the front page. And from the chart we can see that the General thread have the highest number of topics on the front page and Science/Technology has the least appearance.
In the third frame, it shows the number of times a post from General sub threads made it to the front page. Politics tops the list followed by Crime and Health respectively.
In the fourth chart, which shows the number of times a post from the Entertainment sub-threads made it to the front page. And Celebrity tops the list followed by Sport then TV.
In the fifth chart, which shows the number of times a post from the Science/Technology sub-threads made it to the front page. It shows that most of its post is from ’Phones’ thread, while others contributed little.
In the sixth frame, it shows the most common words that appeared on the front page. The words in big font are those that have the highest occurrences.
Time series
The Seventh graph shows how many post made it to the front page in different time of the month. December tops the list, followed by October then November. I think that one of the reasons for this is; that December is a festival period and more news and topics are likely to surface, will in the October and November cases are likely to be influenced by the EndSars protest.

The eighth graph shows the number of time post or topic made it to the front page in different days of the week. Monday tops, while Saturday and Sunday are the lowest.

The ninth shows the number of times post or topic made it to the front page in different hours of the day. And 7am and 8am are the highest. While topics written at midnight and very early in the morning, have the least appearance in the front page.

Also below are useful chart/graphs from the analysis
The link to the data and dashboard is below
https://public.tableau.com/profile/chinonso.ekwo#!/vizhome/Nairaland/Sheet1
You can mail me for the python code for the web scrapping and data preparation.
You deserve a chilled bottle of coke
Re: Nairaland 2020 Frontpage Analysis And Visualization by robosky02(m): 3:45pm On Jan 03, 2021
Ajibel:
Evanssssss nice one bro cheesy cheesy
Omo you don go far with this data science ooo. We go collaborate soon oo.

robosky02 I see your name bro wink
Wow this is really nice


Ajibel longest time..... Happy new year
Re: Nairaland 2020 Frontpage Analysis And Visualization by ProudBoy: 4:16pm On Jan 03, 2021
ChoCho54:
Ok so OP, what should we do with this information now?
Only illiterates won't see good in this.
Re: Nairaland 2020 Frontpage Analysis And Visualization by Okoroawusa: 4:31pm On Jan 03, 2021
CandyOps:
Keywords that helps you make FP the most are:

1. 'Snake'
2. 'Killed'
3. 'EndSARS
4. Ned/ Regina Daniels
5. Afonja
6. Simp
7. lala
8. Jubril
9. Co-vid19
10. Rape
11. Help needed.
12. Unboxing
13. Herdsmen
14. Ipob
15. Wizkid/Davido

did I forget any one?
You forgot "Evening newspapers"
Re: Nairaland 2020 Frontpage Analysis And Visualization by Okoroawusa: 4:34pm On Jan 03, 2021
casdoruche:
Many comments here are paid comments. Political dogs and messengers sent to manipulate minds of unwary people. Don't get carried away.

Tribe has nothing to do with fighting against injustice and seeking for what is just.

When a policeman said he never took bribe many never want to believe just the same way a non virgin doesn't want to believe another is a virgin .

Fulanis are minority.
They rule a vast majority.
Fulanis have an agenda and its being in power using every means.
Divide and conquer
Religion
Tribe

Can't we see.
We are colonized in a democracy.
By a minority white Fulani.

Let's understand this how did democracy favor a minority. How please?
I can't understand.
This is 2021...

Shey you know say you don dey old small small?
Re: Nairaland 2020 Frontpage Analysis And Visualization by Ajibel(m): 4:36pm On Jan 03, 2021
robosky02:
Wow this is really nice


Ajibel longest time..... Happy new year
Happy new year bro. More front page post-worthy materials for you this year grin grin grin
Re: Nairaland 2020 Frontpage Analysis And Visualization by Ajibel(m): 4:38pm On Jan 03, 2021
Evanspaul:
grin grin Thanks boss

Depends on what you mean by far, I look forward to that!!
Ahh bro, you dey analyse Almighty Nairaland. You Don go far be that. Seun fit employ you sef to handle the data analysis section of his site wink
Re: Nairaland 2020 Frontpage Analysis And Visualization by ChoCho54(f): 4:50pm On Jan 03, 2021
ProudBoy:
Only illiterates won't see good in this.
Stop fishing for idiots.
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 5:14pm On Jan 03, 2021
Thanks boss
I like gala too wink grin
ChelseaDr:
You deserve a chilled bottle of coke
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 5:15pm On Jan 03, 2021
robosky02:
Wow this is really nice
thanks sir smiley
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 5:16pm On Jan 03, 2021
ProudBoy:
Only illiterates won't see good in this.
Bro take it easy, nobe everybody sabi
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 5:17pm On Jan 03, 2021
grin grin
Okoroawusa:
You forgot "Evening newspapers"
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 5:21pm On Jan 03, 2021
smiley smiley smiley
I go like work oh if he employs me.
I would have analyzed for the whole threads but I also have other project am working on, so i went for the front page only

Ajibel:
Ahh bro, you dey analyse Almighty Nairaland. You Don go far be that. Seun fit employ you sef to handle the data analysis section of his site wink
Re: Nairaland 2020 Frontpage Analysis And Visualization by Nobody: 5:22pm On Jan 03, 2021
smiley
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 5:26pm On Jan 03, 2021
StacyO:
smiley
what do you think
Re: Nairaland 2020 Frontpage Analysis And Visualization by Nobody: 5:31pm On Jan 03, 2021
Evanspaul:
what do you think
You're amazingly smart. smiley
This is cool.
I love it.



Did you make use of Python??
Re: Nairaland 2020 Frontpage Analysis And Visualization by Opexzy:
Evanspaul:
Hi guys look at the Data Analysis I did.
The data is from Nairaland home pages. The data is about posts that made it to the home page. It was gotten by web scraping using python programming language.
The data covers from 7 Jan 2020 to 29th December 2020.
The graphs and charts are plotted using tableau and Python Matplotlib.
In the first chart, each bar represents a user. The chart shows top 45 users that their topics made it to the front page. From the chart we can see that the user by name ‘dre11’ have the highest topics in the front page, followed by Islie and lalasticlala.
In the second frame, it covers the number of times a post from each thread made it to the front page. And from the chart we can see that the General thread have the highest number of topics on the front page and Science/Technology has the least appearance.
In the third frame, it shows the number of times a post from General sub threads made it to the front page. Politics tops the list followed by Crime and Health respectively.
In the fourth chart, which shows the number of times a post from the Entertainment sub-threads made it to the front page. And Celebrity tops the list followed by Sport then TV.
In the fifth chart, which shows the number of times a post from the Science/Technology sub-threads made it to the front page. It shows that most of its post is from ’Phones’ thread, while others contributed little.
In the sixth frame, it shows the most common words that appeared on the front page. The words in big font are those that have the highest occurrences.
Time series
The Seventh graph shows how many post made it to the front page in different time of the month. December tops the list, followed by October then November. I think that one of the reasons for this is; that December is a festival period and more news and topics are likely to surface, will in the October and November cases are likely to be influenced by the EndSars protest.

The eighth graph shows the number of time post or topic made it to the front page in different days of the week. Monday tops, while Saturday and Sunday are the lowest.

The ninth shows the number of times post or topic made it to the front page in different hours of the day. And 7am and 8am are the highest. While topics written at midnight and very early in the morning, have the least appearance in the front page.

Also below are useful chart/graphs from the analysis
The link to the data and dashboard is below
https://public.tableau.com/profile/chinonso.ekwo#!/vizhome/Nairaland/Sheet1
You can mail me for the python code for the web scrapping and data preparation.
Op I so much like this... This is really nice...
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 7:11pm On Jan 03, 2021
StacyO:
You're amazingly smart. smiley

This is cool.

I love it.




Did you make use of Python??
smiley Am blushing oh
Thanks allot I really appreciate
Re: Nairaland 2020 Frontpage Analysis And Visualization by Evanspaul(op): 7:12pm On Jan 03, 2021
Opexzy:
Ope I so much like this... This is really nice...
Thanks
Am glad you like it
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