Deleting missing values from a dataset
2
$begingroup$
I wanted to create a dataset of all UFO sightings in April of 2018. The
AssociationThread doesn't want to work, because some of the entries are missing value, what is the best way to fix it?
dataA1 = Import[
"http://www.nuforc.org/webreports/ndxe201804.html", {"HTML",
"Data"}];
dataA2 = Flatten[Rest@dataA1, 1];
dataA3 =
Map[AssociationThread[First[dataA1], #] &, dataA2]
Dataset[dataA3]
import dataset associations web-access
edited 4 hours ago
Carl Lange
4,61311038
asked 6 hours ago
Artem AnisimovArtem Anisimov
403
$endgroup$
add a comment |
2
$begingroup$
I wanted to create a dataset of all UFO sightings in April of 2018. The
AssociationThread doesn't want to work, because some of the entries are missing value, what is the best way to fix it?
dataA1 = Import[
"http://www.nuforc.org/webreports/ndxe201804.html", {"HTML",
"Data"}];
dataA2 = Flatten[Rest@dataA1, 1];
dataA3 =
Map[AssociationThread[First[dataA1], #] &, dataA2]
Dataset[dataA3]
import dataset associations web-access
edited 4 hours ago
Carl Lange
4,61311038
asked 6 hours ago
Artem AnisimovArtem Anisimov
403
$endgroup$
1
$begingroup$
To be clear, this isn't about data that isMissing, but ratherImport[XXXX,{"HTML", "Data"}]giving "tables" that have rows with inconsistent lengths.
$endgroup$
– Carl Lange
6 hours ago
add a comment |
2
2
2
$begingroup$
I wanted to create a dataset of all UFO sightings in April of 2018. The
AssociationThread doesn't want to work, because some of the entries are missing value, what is the best way to fix it?
dataA1 = Import[
"http://www.nuforc.org/webreports/ndxe201804.html", {"HTML",
"Data"}];
dataA2 = Flatten[Rest@dataA1, 1];
dataA3 =
Map[AssociationThread[First[dataA1], #] &, dataA2]
Dataset[dataA3]
import dataset associations web-access
edited 4 hours ago
Carl Lange
4,61311038
asked 6 hours ago
Artem AnisimovArtem Anisimov
403
$endgroup$
I wanted to create a dataset of all UFO sightings in April of 2018. The
AssociationThread doesn't want to work, because some of the entries are missing value, what is the best way to fix it?
dataA1 = Import[
"http://www.nuforc.org/webreports/ndxe201804.html", {"HTML",
"Data"}];
dataA2 = Flatten[Rest@dataA1, 1];
dataA3 =
Map[AssociationThread[First[dataA1], #] &, dataA2]
Dataset[dataA3]
import dataset associations web-access
import dataset associations web-access
edited 4 hours ago
Carl Lange
4,61311038
asked 6 hours ago
Artem AnisimovArtem Anisimov
403
edited 4 hours ago
Carl Lange
4,61311038
asked 6 hours ago
Artem AnisimovArtem Anisimov
403
edited 4 hours ago
Carl Lange
4,61311038
edited 4 hours ago
Carl Lange
4,61311038
edited 4 hours ago
Carl Lange
4,61311038
4,61311038
asked 6 hours ago
Artem AnisimovArtem Anisimov
403
asked 6 hours ago
Artem AnisimovArtem Anisimov
403
asked 6 hours ago
Artem AnisimovArtem Anisimov
403
403
1
$begingroup$
To be clear, this isn't about data that isMissing, but ratherImport[XXXX,{"HTML", "Data"}]giving "tables" that have rows with inconsistent lengths.
$endgroup$
– Carl Lange
6 hours ago
add a comment |
1
$begingroup$
To be clear, this isn't about data that isMissing, but ratherImport[XXXX,{"HTML", "Data"}]giving "tables" that have rows with inconsistent lengths.
$endgroup$
– Carl Lange
6 hours ago
1
1
$begingroup$
To be clear, this isn't about data that is
Missing, but rather Import[XXXX,{"HTML", "Data"}] giving "tables" that have rows with inconsistent lengths.$endgroup$
– Carl Lange
6 hours ago
$begingroup$
To be clear, this isn't about data that is
Missing, but rather Import[XXXX,{"HTML", "Data"}] giving "tables" that have rows with inconsistent lengths.$endgroup$
– Carl Lange
6 hours ago
add a comment |
1 Answer
1
active
oldest
votes
6
$begingroup$
You can solve this by importing "FullData" rather than "Data".
dataA1 = Import[
"http://www.nuforc.org/webreports/ndxe201804.html", {"HTML",
"FullData"}]
dataA2 = Flatten[Most@Rest@dataA1[[8]], 1]
dataA3 = Map[AssociationThread[dataA1[[8, 1, 1]], #] &, dataA2];
Dataset[dataA3]
What's awkward about this is that there can be many empty tables that you must sift through (as you can see, I have to get the 8th element). However, it works quite well in this case.
answered 6 hours ago
Carl LangeCarl Lange
4,61311038
$endgroup$
$begingroup$
Thank you, but I'm not completely sure how "Data" and "FullData" differ. Why do they exist separately?
$endgroup$
– Artem Anisimov
5 hours ago
2
$begingroup$
@ArtemAnisimov From the documentation for the "HTML" import/export format:"FullData"imports: "full tabular content, including empty HTML table and list elements"."Data"doesn't import empty elements.
$endgroup$
– Carl Lange
5 hours ago
add a comment |
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1 Answer
1
active
oldest
votes
1 Answer
1
active
oldest
votes
active
oldest
votes
active
oldest
votes
6
$begingroup$
You can solve this by importing "FullData" rather than "Data".
dataA1 = Import[
"http://www.nuforc.org/webreports/ndxe201804.html", {"HTML",
"FullData"}]
dataA2 = Flatten[Most@Rest@dataA1[[8]], 1]
dataA3 = Map[AssociationThread[dataA1[[8, 1, 1]], #] &, dataA2];
Dataset[dataA3]
What's awkward about this is that there can be many empty tables that you must sift through (as you can see, I have to get the 8th element). However, it works quite well in this case.
answered 6 hours ago
Carl LangeCarl Lange
4,61311038
$endgroup$
$begingroup$
Thank you, but I'm not completely sure how "Data" and "FullData" differ. Why do they exist separately?
$endgroup$
– Artem Anisimov
5 hours ago
2
$begingroup$
@ArtemAnisimov From the documentation for the "HTML" import/export format:"FullData"imports: "full tabular content, including empty HTML table and list elements"."Data"doesn't import empty elements.
$endgroup$
– Carl Lange
5 hours ago
add a comment |
6
$begingroup$
You can solve this by importing "FullData" rather than "Data".
dataA1 = Import[
"http://www.nuforc.org/webreports/ndxe201804.html", {"HTML",
"FullData"}]
dataA2 = Flatten[Most@Rest@dataA1[[8]], 1]
dataA3 = Map[AssociationThread[dataA1[[8, 1, 1]], #] &, dataA2];
Dataset[dataA3]
What's awkward about this is that there can be many empty tables that you must sift through (as you can see, I have to get the 8th element). However, it works quite well in this case.
answered 6 hours ago
Carl LangeCarl Lange
4,61311038
$endgroup$
$begingroup$
Thank you, but I'm not completely sure how "Data" and "FullData" differ. Why do they exist separately?
$endgroup$
– Artem Anisimov
5 hours ago
2
$begingroup$
@ArtemAnisimov From the documentation for the "HTML" import/export format:"FullData"imports: "full tabular content, including empty HTML table and list elements"."Data"doesn't import empty elements.
$endgroup$
– Carl Lange
5 hours ago
add a comment |
6
6
6
$begingroup$
You can solve this by importing "FullData" rather than "Data".
dataA1 = Import[
"http://www.nuforc.org/webreports/ndxe201804.html", {"HTML",
"FullData"}]
dataA2 = Flatten[Most@Rest@dataA1[[8]], 1]
dataA3 = Map[AssociationThread[dataA1[[8, 1, 1]], #] &, dataA2];
Dataset[dataA3]
What's awkward about this is that there can be many empty tables that you must sift through (as you can see, I have to get the 8th element). However, it works quite well in this case.
answered 6 hours ago
Carl LangeCarl Lange
4,61311038
$endgroup$
You can solve this by importing "FullData" rather than "Data".
dataA1 = Import[
"http://www.nuforc.org/webreports/ndxe201804.html", {"HTML",
"FullData"}]
dataA2 = Flatten[Most@Rest@dataA1[[8]], 1]
dataA3 = Map[AssociationThread[dataA1[[8, 1, 1]], #] &, dataA2];
Dataset[dataA3]
What's awkward about this is that there can be many empty tables that you must sift through (as you can see, I have to get the 8th element). However, it works quite well in this case.
answered 6 hours ago
Carl LangeCarl Lange
4,61311038
answered 6 hours ago
Carl LangeCarl Lange
4,61311038
answered 6 hours ago
Carl LangeCarl Lange
4,61311038
answered 6 hours ago
Carl LangeCarl Lange
4,61311038
4,61311038
$begingroup$
Thank you, but I'm not completely sure how "Data" and "FullData" differ. Why do they exist separately?
$endgroup$
– Artem Anisimov
5 hours ago
2
$begingroup$
@ArtemAnisimov From the documentation for the "HTML" import/export format:"FullData"imports: "full tabular content, including empty HTML table and list elements"."Data"doesn't import empty elements.
$endgroup$
– Carl Lange
5 hours ago
add a comment |
$begingroup$
Thank you, but I'm not completely sure how "Data" and "FullData" differ. Why do they exist separately?
$endgroup$
– Artem Anisimov
5 hours ago
2
$begingroup$
@ArtemAnisimov From the documentation for the "HTML" import/export format:"FullData"imports: "full tabular content, including empty HTML table and list elements"."Data"doesn't import empty elements.
$endgroup$
– Carl Lange
5 hours ago
$begingroup$
Thank you, but I'm not completely sure how "Data" and "FullData" differ. Why do they exist separately?
$endgroup$
– Artem Anisimov
5 hours ago
$begingroup$
Thank you, but I'm not completely sure how "Data" and "FullData" differ. Why do they exist separately?
$endgroup$
– Artem Anisimov
5 hours ago
2
2
$begingroup$
@ArtemAnisimov From the documentation for the "HTML" import/export format:
"FullData" imports: "full tabular content, including empty HTML table and list elements". "Data" doesn't import empty elements.$endgroup$
– Carl Lange
5 hours ago
$begingroup$
@ArtemAnisimov From the documentation for the "HTML" import/export format:
"FullData" imports: "full tabular content, including empty HTML table and list elements". "Data" doesn't import empty elements.$endgroup$
– Carl Lange
5 hours ago
add a comment |
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1
$begingroup$
To be clear, this isn't about data that is
Missing, but ratherImport[XXXX,{"HTML", "Data"}]giving "tables" that have rows with inconsistent lengths.$endgroup$
– Carl Lange
6 hours ago