pandas Add html tables values where data is int
0
I am getting html table based on day so if I search for 20 days it brings me 20 table and I want to add all 20 tables in 1 table so I can verify data within time series.
I have tried merge and add functions of pandas but it just add as string.
Table one
[['xa0', 'All Issues', 'Investment Grade', 'High Yield', 'Convertible'],
['Total Issues Traded', '8039', '5456', '2386', '197'],
['Advances', '3834', '2671', '1075', '88'],
['Declines', '3668', '2580', '994', '94'],
['Unchanged', '163', '54', '99', '10'],
['52 Week High', '305', '100', '193', '12'],
['52 Week Low', '152', '83', '63', '6'],
['Dollar Volume*', '27568', '17000', '9299', '1269']]
table two
[['xa0', 'All Issues', 'Investment Grade', 'High Yield', 'Convertible'],
['Total Issues Traded', '8039', '5456', '2386', '197'],
['Advances', '3834', '2671', '1075', '88'],
['Declines', '3668', '2580', '994', '94'],
['Unchanged', '163', '54', '99', '10'],
['52 Week High', '305', '100', '193', '12'],
['52 Week Low', '152', '83', '63', '6'],
['Dollar Volume*', '27568', '17000', '9299', '1269']]
code but it add as string.
tab_data = [[item.text for item in row_data.select("th,td")]
for row_data in tables.select("tr")]
df = pd.DataFrame(tab_data)
df2 = pd.DataFrame(tab_data)
df3 = df.add(df2,fill_value=0)
df
python python-3.x pandas selenium selenium-webdriver
asked Nov 22 at 22:04
Ashfaque Marfani
5712
add a comment |
0
I am getting html table based on day so if I search for 20 days it brings me 20 table and I want to add all 20 tables in 1 table so I can verify data within time series.
I have tried merge and add functions of pandas but it just add as string.
Table one
[['xa0', 'All Issues', 'Investment Grade', 'High Yield', 'Convertible'],
['Total Issues Traded', '8039', '5456', '2386', '197'],
['Advances', '3834', '2671', '1075', '88'],
['Declines', '3668', '2580', '994', '94'],
['Unchanged', '163', '54', '99', '10'],
['52 Week High', '305', '100', '193', '12'],
['52 Week Low', '152', '83', '63', '6'],
['Dollar Volume*', '27568', '17000', '9299', '1269']]
table two
[['xa0', 'All Issues', 'Investment Grade', 'High Yield', 'Convertible'],
['Total Issues Traded', '8039', '5456', '2386', '197'],
['Advances', '3834', '2671', '1075', '88'],
['Declines', '3668', '2580', '994', '94'],
['Unchanged', '163', '54', '99', '10'],
['52 Week High', '305', '100', '193', '12'],
['52 Week Low', '152', '83', '63', '6'],
['Dollar Volume*', '27568', '17000', '9299', '1269']]
code but it add as string.
tab_data = [[item.text for item in row_data.select("th,td")]
for row_data in tables.select("tr")]
df = pd.DataFrame(tab_data)
df2 = pd.DataFrame(tab_data)
df3 = df.add(df2,fill_value=0)
df
python python-3.x pandas selenium selenium-webdriver
asked Nov 22 at 22:04
Ashfaque Marfani
5712
2
Instead of using a list comprehension, use a for loop and try to convert values in the table to numbers (float or int) in the loop. Make use oftry/exceptto handle actual strings.
– wwii
Nov 22 at 22:11
Can you give me little hint even with pseudo code ?
– Ashfaque Marfani
Nov 22 at 22:15
In row I have string and number mix how can i solve it ?
– Ashfaque Marfani
Nov 22 at 22:16
add a comment |
0
0
0
1
I am getting html table based on day so if I search for 20 days it brings me 20 table and I want to add all 20 tables in 1 table so I can verify data within time series.
I have tried merge and add functions of pandas but it just add as string.
Table one
[['xa0', 'All Issues', 'Investment Grade', 'High Yield', 'Convertible'],
['Total Issues Traded', '8039', '5456', '2386', '197'],
['Advances', '3834', '2671', '1075', '88'],
['Declines', '3668', '2580', '994', '94'],
['Unchanged', '163', '54', '99', '10'],
['52 Week High', '305', '100', '193', '12'],
['52 Week Low', '152', '83', '63', '6'],
['Dollar Volume*', '27568', '17000', '9299', '1269']]
table two
[['xa0', 'All Issues', 'Investment Grade', 'High Yield', 'Convertible'],
['Total Issues Traded', '8039', '5456', '2386', '197'],
['Advances', '3834', '2671', '1075', '88'],
['Declines', '3668', '2580', '994', '94'],
['Unchanged', '163', '54', '99', '10'],
['52 Week High', '305', '100', '193', '12'],
['52 Week Low', '152', '83', '63', '6'],
['Dollar Volume*', '27568', '17000', '9299', '1269']]
code but it add as string.
tab_data = [[item.text for item in row_data.select("th,td")]
for row_data in tables.select("tr")]
df = pd.DataFrame(tab_data)
df2 = pd.DataFrame(tab_data)
df3 = df.add(df2,fill_value=0)
df
python python-3.x pandas selenium selenium-webdriver
asked Nov 22 at 22:04
Ashfaque Marfani
5712
I am getting html table based on day so if I search for 20 days it brings me 20 table and I want to add all 20 tables in 1 table so I can verify data within time series.
I have tried merge and add functions of pandas but it just add as string.
Table one
[['xa0', 'All Issues', 'Investment Grade', 'High Yield', 'Convertible'],
['Total Issues Traded', '8039', '5456', '2386', '197'],
['Advances', '3834', '2671', '1075', '88'],
['Declines', '3668', '2580', '994', '94'],
['Unchanged', '163', '54', '99', '10'],
['52 Week High', '305', '100', '193', '12'],
['52 Week Low', '152', '83', '63', '6'],
['Dollar Volume*', '27568', '17000', '9299', '1269']]
table two
[['xa0', 'All Issues', 'Investment Grade', 'High Yield', 'Convertible'],
['Total Issues Traded', '8039', '5456', '2386', '197'],
['Advances', '3834', '2671', '1075', '88'],
['Declines', '3668', '2580', '994', '94'],
['Unchanged', '163', '54', '99', '10'],
['52 Week High', '305', '100', '193', '12'],
['52 Week Low', '152', '83', '63', '6'],
['Dollar Volume*', '27568', '17000', '9299', '1269']]
code but it add as string.
tab_data = [[item.text for item in row_data.select("th,td")]
for row_data in tables.select("tr")]
df = pd.DataFrame(tab_data)
df2 = pd.DataFrame(tab_data)
df3 = df.add(df2,fill_value=0)
df
python python-3.x pandas selenium selenium-webdriver
python python-3.x pandas selenium selenium-webdriver
asked Nov 22 at 22:04
Ashfaque Marfani
5712
asked Nov 22 at 22:04
Ashfaque Marfani
5712
edited Nov 22 at 22:17
asked Nov 22 at 22:04
Ashfaque Marfani
5712
asked Nov 22 at 22:04
Ashfaque Marfani
5712
asked Nov 22 at 22:04
Ashfaque Marfani
5712
5712
2
Instead of using a list comprehension, use a for loop and try to convert values in the table to numbers (float or int) in the loop. Make use oftry/exceptto handle actual strings.
– wwii
Nov 22 at 22:11
Can you give me little hint even with pseudo code ?
– Ashfaque Marfani
Nov 22 at 22:15
In row I have string and number mix how can i solve it ?
– Ashfaque Marfani
Nov 22 at 22:16
add a comment |
2
Instead of using a list comprehension, use a for loop and try to convert values in the table to numbers (float or int) in the loop. Make use oftry/exceptto handle actual strings.
– wwii
Nov 22 at 22:11
Can you give me little hint even with pseudo code ?
– Ashfaque Marfani
Nov 22 at 22:15
In row I have string and number mix how can i solve it ?
– Ashfaque Marfani
Nov 22 at 22:16
2
2
Instead of using a list comprehension, use a for loop and try to convert values in the table to numbers (float or int) in the loop. Make use of
try/except to handle actual strings.– wwii
Nov 22 at 22:11
Instead of using a list comprehension, use a for loop and try to convert values in the table to numbers (float or int) in the loop. Make use of
try/except to handle actual strings.– wwii
Nov 22 at 22:11
Can you give me little hint even with pseudo code ?
– Ashfaque Marfani
Nov 22 at 22:15
Can you give me little hint even with pseudo code ?
– Ashfaque Marfani
Nov 22 at 22:15
In row I have string and number mix how can i solve it ?
– Ashfaque Marfani
Nov 22 at 22:16
In row I have string and number mix how can i solve it ?
– Ashfaque Marfani
Nov 22 at 22:16
add a comment |
2 Answers
2
active
oldest
votes
1
If you want to convert the numeric cells into integers, you would need to do that explicitly, as follows:
tab_data = [[int(item.text) if item.text.isdigit() else item.text
for item in row_data.select("th,td")]
for row_data in tables.select("tr")]
Hope it helps.
answered Nov 22 at 23:07
TeeKea
3,19541430
Thankyou so much, I did worked for int cells. :)
– Ashfaque Marfani
Nov 23 at 11:06
add a comment |
1
The way you are converting the data frame treats all values as text.
There are two options here.
- Explicitly convert the strings to the data type you want using astype
- Use read_html to create data frames from html tables, which also tries to do the data type conversion.
answered Nov 22 at 22:42
hmad
863
Thankyou so much for your answer but read_html is not working it is same as above.
– Ashfaque Marfani
Nov 23 at 11:05
add a comment |
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2 Answers
2
active
oldest
votes
2 Answers
2
active
oldest
votes
active
oldest
votes
active
oldest
votes
1
If you want to convert the numeric cells into integers, you would need to do that explicitly, as follows:
tab_data = [[int(item.text) if item.text.isdigit() else item.text
for item in row_data.select("th,td")]
for row_data in tables.select("tr")]
Hope it helps.
answered Nov 22 at 23:07
TeeKea
3,19541430
Thankyou so much, I did worked for int cells. :)
– Ashfaque Marfani
Nov 23 at 11:06
add a comment |
1
If you want to convert the numeric cells into integers, you would need to do that explicitly, as follows:
tab_data = [[int(item.text) if item.text.isdigit() else item.text
for item in row_data.select("th,td")]
for row_data in tables.select("tr")]
Hope it helps.
answered Nov 22 at 23:07
TeeKea
3,19541430
Thankyou so much, I did worked for int cells. :)
– Ashfaque Marfani
Nov 23 at 11:06
add a comment |
1
1
1
If you want to convert the numeric cells into integers, you would need to do that explicitly, as follows:
tab_data = [[int(item.text) if item.text.isdigit() else item.text
for item in row_data.select("th,td")]
for row_data in tables.select("tr")]
Hope it helps.
answered Nov 22 at 23:07
TeeKea
3,19541430
If you want to convert the numeric cells into integers, you would need to do that explicitly, as follows:
tab_data = [[int(item.text) if item.text.isdigit() else item.text
for item in row_data.select("th,td")]
for row_data in tables.select("tr")]
Hope it helps.
answered Nov 22 at 23:07
TeeKea
3,19541430
answered Nov 22 at 23:07
TeeKea
3,19541430
answered Nov 22 at 23:07
TeeKea
3,19541430
answered Nov 22 at 23:07
TeeKea
3,19541430
3,19541430
Thankyou so much, I did worked for int cells. :)
– Ashfaque Marfani
Nov 23 at 11:06
add a comment |
Thankyou so much, I did worked for int cells. :)
– Ashfaque Marfani
Nov 23 at 11:06
Thankyou so much, I did worked for int cells. :)
– Ashfaque Marfani
Nov 23 at 11:06
Thankyou so much, I did worked for int cells. :)
– Ashfaque Marfani
Nov 23 at 11:06
add a comment |
1
The way you are converting the data frame treats all values as text.
There are two options here.
- Explicitly convert the strings to the data type you want using astype
- Use read_html to create data frames from html tables, which also tries to do the data type conversion.
answered Nov 22 at 22:42
hmad
863
Thankyou so much for your answer but read_html is not working it is same as above.
– Ashfaque Marfani
Nov 23 at 11:05
add a comment |
1
The way you are converting the data frame treats all values as text.
There are two options here.
- Explicitly convert the strings to the data type you want using astype
- Use read_html to create data frames from html tables, which also tries to do the data type conversion.
answered Nov 22 at 22:42
hmad
863
Thankyou so much for your answer but read_html is not working it is same as above.
– Ashfaque Marfani
Nov 23 at 11:05
add a comment |
1
1
1
The way you are converting the data frame treats all values as text.
There are two options here.
- Explicitly convert the strings to the data type you want using astype
- Use read_html to create data frames from html tables, which also tries to do the data type conversion.
answered Nov 22 at 22:42
hmad
863
The way you are converting the data frame treats all values as text.
There are two options here.
- Explicitly convert the strings to the data type you want using astype
- Use read_html to create data frames from html tables, which also tries to do the data type conversion.
answered Nov 22 at 22:42
hmad
863
answered Nov 22 at 22:42
hmad
863
answered Nov 22 at 22:42
hmad
863
answered Nov 22 at 22:42
hmad
863
863
Thankyou so much for your answer but read_html is not working it is same as above.
– Ashfaque Marfani
Nov 23 at 11:05
add a comment |
Thankyou so much for your answer but read_html is not working it is same as above.
– Ashfaque Marfani
Nov 23 at 11:05
Thankyou so much for your answer but read_html is not working it is same as above.
– Ashfaque Marfani
Nov 23 at 11:05
Thankyou so much for your answer but read_html is not working it is same as above.
– Ashfaque Marfani
Nov 23 at 11:05
add a comment |
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2
Instead of using a list comprehension, use a for loop and try to convert values in the table to numbers (float or int) in the loop. Make use of
try/exceptto handle actual strings.– wwii
Nov 22 at 22:11
Can you give me little hint even with pseudo code ?
– Ashfaque Marfani
Nov 22 at 22:15
In row I have string and number mix how can i solve it ?
– Ashfaque Marfani
Nov 22 at 22:16