Concept: underscore characters in variable and function names or parameters
Top Activations
_data(file_path):
▁▁▁▁auto_data▁=▁pd.read_csv(file_path)
▁▁▁▁return▁auto_data
▁create_user(username,▁password):
▁▁▁▁user_data▁=▁{'username':▁username,▁'password':▁password}
▁▁▁▁return▁user_data
▁add▁the▁two▁smallest▁of▁them
model
def▁add_two_smallest_numbers(num_one,▁num_two,▁num_
▁using▁a▁simple▁iterative▁approach:
```python
def▁fibonacci_series():
▁▁▁▁a,▁b▁=▁0,▁1
▁▁▁▁while▁a
▁given▁length▁x
model
def▁split_list_into_sublists(input_list,▁sublist_length):
▁▁▁▁return
▁code▁to▁convert▁a▁numeric▁string▁to▁number
model
numeric_string▁=▁"12345"
number▁=▁int(numeric
7,▁and▁then▁prints▁the▁result
model
def▁multiply_by_seven(user_input):▁▁
▁▁▁▁result▁=▁user_
Subsample Interval 1
▁binary▁search▁tree
model
def▁optimize_bst(root_node):
▁▁▁▁"""Optimize▁the▁given▁binary▁search▁tree."""
▁▁▁▁def
)
my_string▁=▁"Hello▁World"
length_of_string▁=▁get_string_length(my_string
▁dictionaries▁into▁a▁single▁one
model
def▁merge_dicts(dict_one,▁dict_two):
▁▁▁▁merged_dict▁=▁{}
import▁numpy▁as▁np
def▁z_score_normalize(data_array):
▁▁▁▁mean_value▁=▁np.mean(data_array
Subsample Interval 2
▁Python
model
```python
def▁linear_search(target_list,▁target_value):
▁▁▁▁for▁index▁in▁range(len
▁a▁list▁provided▁as▁input
model
def▁find_second_largest_number(input_list):
▁▁▁▁unique_numbers▁=▁list
▁node.value,▁max_value))
def▁check_tree(tree_root):
▁▁▁▁return▁is_bst(tree_root
password(self,▁password):
▁▁▁▁▁▁▁▁import▁hashlib
▁▁▁▁▁▁▁▁salted_password▁=▁password▁+▁self.salt
▁▁▁▁▁▁▁▁return▁hashlib.sha25
Subsample Interval 3
▁making▁it▁easier▁to▁discern▁their▁purpose.▁Parameters▁might▁benefit▁from▁underscore_style,▁improving▁clarity▁in▁flow,▁like▁error_title▁and▁error_message.
1▁number
model
import▁random
import▁string
def▁generate_random_password():
▁▁▁▁length_of_password▁=▁8
▁{self.values}"
▁▁▁▁
▁▁▁▁def▁underscore_highlight(self):
▁▁▁▁▁▁▁▁#▁This▁method▁underscores▁the▁importance▁of▁vector▁representation▁in▁3
python
from▁transformers▁import▁pipeline
def▁predict_sentiment(sentence_to_analyze):
▁▁▁▁sentiment_analyzer▁=▁pipeline("sentiment-analysis")
child▁=▁None
#▁Example▁usage:
#▁root_node▁=▁TreeNode(1)
#▁root_node.
Subsample Interval 4
Implement▁a▁basic▁web▁server▁using▁Python
model
```python
from▁http.server▁import▁BaseHTTPRequestHandler,▁HTTPServer
class▁MyRequestHandler(BaseHTTPRequestHandler):
▁▁▁▁def▁do_GET(self):
▁▁▁▁▁▁▁▁self.send_response(200)
▁▁▁▁▁▁▁▁self.send_header('Content-type',▁'text/html')
▁▁▁▁▁▁▁▁self.end_headers()
▁▁▁▁▁▁▁▁message▁=▁self.create_response_message()
▁▁▁▁▁▁▁▁self.wfile.write(bytes(message,▁"utf8"))
▁▁▁▁def▁create_response_message(self):
▁▁▁▁▁▁▁▁return▁"<html><body>Hello,▁World!body>html
Generate▁a▁Python▁program▁that▁takes▁a▁positive▁integer▁as▁input▁and▁returns▁a▁boolean▁indicating▁whether▁it▁is▁a▁prime▁number▁or▁not
model
def▁is_prime(n):
▁▁▁▁if▁n▁<=▁1:
▁▁▁▁▁▁▁▁return▁False
▁▁▁▁for▁i▁in▁range(2,▁int(n**0.5)▁+▁1):
▁▁▁▁▁▁▁▁if▁n▁%▁i▁==▁0:
▁▁▁▁▁▁▁▁▁▁▁▁return▁False
▁▁▁▁return▁True
number▁=▁int(input("Enter▁a▁positive▁integer:▁"))
print(is_prime(number
▁random▁password
model
import▁string
import▁random
def▁generate_password(length=12,▁use_underscore=True):
def▁fetch_webpage_content(url_to_scrape):
▁▁▁▁response▁=▁requests.get(url_to_scrape)
▁▁▁▁
▁▁▁▁def▁set_radius(self,▁new_radius):
▁▁▁▁▁▁▁▁self._radius▁=▁new_radius
▁▁▁▁▁▁▁▁
Subsample Interval 5
Samuel▁Tilden,▁Grover▁Cleveland,▁Al▁Gore,▁and▁Hillary▁Clinton▁share▁what▁distinction▁among▁U.S.▁presidential▁candidates?
model
Samuel▁Tilden,▁Grover▁Cleveland,▁Al▁Gore,▁and▁Hillary▁Clinton▁all▁share▁the▁distinction▁of▁having▁won▁the▁popular▁vote▁in▁a▁U.S.▁presidential▁election▁but▁losing▁in▁the▁Electoral▁College
What▁is▁Apache▁Spark?
model
Apache▁Spark▁is▁an▁open-source▁distributed▁computing▁system▁designed▁for▁fast▁processing▁of▁large▁datasets.▁It▁provides▁an▁interface▁for▁programming▁entire▁clusters▁with▁implicit▁data▁parallelism▁and▁fault▁tolerance.▁Spark▁supports▁a▁variety▁of▁workloads,▁including▁batch▁processing,▁interactive▁queries,▁real-time▁analytics,▁and▁machine▁learning.▁With▁its▁in-memory▁computation▁capabilities,▁Spark▁can▁significantly▁speed▁up▁data▁processing▁tasks▁compared▁to▁traditional▁disk-based▁processing.▁It▁is▁built▁to▁run▁on▁a▁cluster▁and▁can▁utilize▁various▁cluster▁managers,▁including▁Hadoop▁YARN,▁Apache▁Mesos,▁and▁Kubernetes.▁Spark▁also▁includes▁libraries▁for▁SQL,▁streaming▁data,▁machine▁learning,▁and▁graph▁processing,▁making▁it
Can▁you▁create▁a▁program▁for▁web▁scraping▁using▁Python?
model
To▁create▁a▁program▁for▁web▁scraping▁using▁Python,▁you▁can▁use▁libraries▁like▁BeautifulSoup▁and▁requests▁for▁fetching▁and▁parsing▁HTML▁content.▁The▁act▁of▁naming▁specific▁elements,▁such▁as▁extracting▁titles▁or▁links,▁is▁crucial▁as▁it▁helps▁in▁identifying▁the▁information▁you▁want▁to▁scrape.▁Here’s▁a▁simple▁example:
```python
import▁requests
from▁bs4▁import▁BeautifulSoup
url▁=▁'http://example.com'
response▁=▁requests.get(url)
soup▁=▁BeautifulSoup(response.text,▁'html.parser')
#▁Naming▁the▁elements▁to▁extract
titles▁=▁soup.find_all('h1')▁▁#▁Assuming
Victor▁works▁at▁Clucks▁Delux,▁a▁restaurant▁specializing▁in▁chicken.▁An▁order▁of▁Chicken▁Pasta▁uses▁2▁pieces▁of▁chicken,▁an▁order▁of▁Barbecue▁Chicken▁uses▁3▁pieces▁of▁chicken,▁and▁a▁family-size▁Fried▁Chicken▁Dinner▁uses▁8▁pieces▁of▁chicken.▁Tonight,▁Victor▁has▁2▁Fried▁Chicken▁Dinner▁orders,▁6▁Chicken▁Pasta▁orders,▁and▁3▁Barbecue▁Chicken▁orders.▁How▁many▁pieces▁of▁chicken▁does▁he▁need▁for▁all▁the▁orders?
model
To▁find▁out▁how▁many▁pieces▁of▁chicken▁Victor▁needs▁for▁all▁the▁orders,▁we▁can▁calculate▁the▁total▁number▁of▁pieces▁required▁for▁each▁type▁of▁order▁separately▁and▁then▁sum▁them▁up.
1.▁For▁the▁Fried▁Chicken▁Dinner:
▁▁▁-▁Each▁dinner▁requires▁8▁pieces▁of▁chicken.
▁▁▁-▁Victor▁has▁2▁Fried▁Chicken▁Dinner▁orders.
▁▁▁-▁Total▁for▁Fried▁Chicken▁Dinner▁=▁2▁orders▁*▁8▁pieces/order▁=▁16▁pieces.
2.▁For▁the▁Chicken▁Pasta:
▁▁▁-▁Each▁order▁requires▁2▁pieces▁of▁chicken.
▁▁▁-▁Victor▁has▁6▁Chicken▁Pasta▁orders.
▁▁▁-
Use▁Python▁to▁scrape▁the▁content▁of▁the▁Wikipedia▁page▁for▁"Machine▁Learning"▁and▁store▁the▁text▁in▁a▁string
model
import▁requests
from▁bs4▁import▁BeautifulSoup
url▁=▁"https://en.wikipedia.org/wiki/Machine_learning"
response▁=▁requests.get(url)
soup▁=▁BeautifulSoup(response.text,▁'html.parser')
content▁=▁soup.get_text()
print(content
Subsample Interval 6
Name▁the▁most▁famous▁detective▁books▁in▁the▁history
model
Some▁of▁the▁most▁famous▁detective▁books▁in▁history▁include:
1.▁"A▁Study▁in▁Scarlet"▁by▁Arthur▁Conan▁Doyle
2.▁"The▁Hound▁of▁the▁Baskervilles"▁by▁Arthur▁Conan▁Doyle
3.▁"The▁Maltese▁Falcon"▁by▁Dashiell▁Hammett
4.▁"Murder▁on▁the▁Orient▁Express"▁by▁Agatha▁Christie
5.▁"The▁Big▁Sleep"▁by▁Raymond▁Chandler
6.▁"The▁Cask▁of▁Amontillado"▁by▁Edgar▁Allan▁Poe
7.▁"Death▁on▁the▁Nile"▁by▁Agatha▁Christie
8.▁"And▁Then▁There▁Were▁None"▁by▁Agatha▁Christie
9.▁"The▁No.▁
Who▁is▁Paul▁McIver
model
Paul▁McIver▁is▁a▁name▁that▁may▁refer▁to▁various▁individuals,▁including▁professionals▁in▁different▁fields▁such▁as▁academia,▁sports,▁or▁the▁arts.▁Without▁more▁context,▁it's▁challenging▁to▁provide▁specific▁information▁about▁a▁particular▁Paul▁McIver.▁If▁you▁have▁a▁specific▁domain▁or▁context▁in▁mind,▁please▁share,▁and▁I▁can▁provide▁a▁more▁detailed▁response
Daytona▁Beach▁has▁26▁shark▁sightings▁a▁year.▁Daytona▁Beach▁has▁5▁more▁than▁triple▁the▁number▁of▁shark▁sightings▁as▁Cape▁May.▁How▁many▁shark▁sightings▁are▁there▁in▁Cape▁May?
model
Let▁the▁number▁of▁shark▁sightings▁in▁Cape▁May▁be▁represented▁by▁x.▁According▁to▁the▁information▁provided,▁we▁have▁the▁equation:
26▁=▁3x▁+▁5
To▁solve▁for▁x,▁first▁subtract▁5▁from▁both▁sides:
26▁-▁5▁=▁3x
21▁=▁3x
Now,▁divide▁both▁sides▁by▁3:
x▁=▁21▁/▁3
x▁=▁7
Thus,▁Cape▁May▁has▁7▁shark▁sightings
Which▁book▁is▁Mary▁Shelley▁most▁famous▁for?
model
Mary▁Shelley▁is▁most▁famous▁for▁her▁novel▁"Frankenstein;▁or,▁The▁Modern▁Prometheus
Jeff▁decides▁to▁install▁more▁cabinets▁in▁his▁kitchen.▁▁He▁currently▁has▁3▁cabinets▁over▁one▁counter▁and▁no▁other▁cabinets.▁▁He▁installs▁twice▁as▁many▁cabinets▁over▁3▁different▁counters▁each.▁▁He▁then▁installs▁5▁more▁cabinets.▁▁How▁many▁total▁cabinets▁does▁he▁have?
model
Jeff▁starts▁with▁3▁cabinets.▁He▁installs▁twice▁as▁many▁cabinets▁over▁3▁different▁counters,▁so▁that▁calculation▁is▁2▁times▁the▁number▁of▁counters,▁which▁is▁2▁*▁3▁=▁6▁additional▁cabinets.▁Adding▁that▁to▁the▁initial▁3▁cabinets▁gives▁him▁3▁+▁6▁=▁9▁cabinets.▁Then,▁he▁installs▁5▁more▁cabinets.▁Therefore,▁the▁total▁number▁of▁cabinets▁he▁has▁now▁is▁9▁+▁5▁=▁14▁cabinets
Subsample Interval 7
What▁country▁was▁Frida▁Kahlo▁from▁and▁what▁career▁was▁she▁famous▁for?
model
Frida▁Kahlo▁was▁from▁Mexico,▁and▁she▁was▁famous▁for▁being▁a▁painter
What▁is▁an▁Oxford▁comma▁and▁why▁do▁editors▁have▁such▁strong▁feelings▁about▁their▁use?
model
An▁Oxford▁comma,▁also▁known▁as▁a▁serial▁comma,▁is▁the▁final▁comma▁used▁before▁the▁conjunction▁in▁a▁list▁of▁three▁or▁more▁items.▁For▁example,▁in▁the▁sentence▁"We▁bought▁apples,▁oranges,▁and▁bananas,"▁the▁comma▁after▁"oranges"▁is▁the▁Oxford▁comma.▁
Editors▁often▁have▁strong▁feelings▁about▁the▁use▁of▁the▁Oxford▁comma▁because▁it▁can▁significantly▁clarify▁meaning.▁For▁instance,▁the▁sentence▁"I▁love▁my▁parents,▁Lady▁Gaga▁and▁Humpty▁Dumpty"▁may▁imply▁that▁Lady▁Gaga▁and▁Humpty▁Dumpty▁are▁one's▁parents▁without▁the▁Oxford▁comma.▁Adding▁it—"I▁love▁my▁parents,▁Lady▁Gaga,
What▁is▁a▁sonnet?
model
A▁sonnet▁is▁a▁poetic▁form▁that▁traditionally▁consists▁of▁14▁lines,▁typically▁written▁in▁iambic▁pentameter.▁It▁often▁adheres▁to▁a▁specific▁rhyme▁scheme▁and▁is▁known▁for▁exploring▁themes▁of▁love,▁beauty,▁and▁nature.▁The▁most▁popular▁variations▁of▁the▁sonnet▁are▁the▁Shakespearean▁(or▁English)▁sonnet,▁which▁follows▁the▁rhyme▁scheme▁ABABCDCDEFEFGG,▁and▁the▁Petrarchan▁(or▁Italian)▁sonnet,▁which▁is▁usually▁structured▁as▁ABBAABBACDCDCD.▁Each▁variation▁has▁its▁own▁distinct▁characteristics,▁but▁both▁forms▁are▁celebrated▁for▁their▁ability▁to▁convey▁complex▁emotions▁within▁a▁rigid▁structure
What▁are▁the▁tax▁boxes▁in▁the▁Netherlands?
model
In▁the▁Netherlands,▁tax▁boxes▁refer▁to▁the▁classification▁system▁used▁in▁the▁income▁tax▁return▁process.▁There▁are▁three▁main▁tax▁boxes:
1.▁**Box▁1:▁Income▁from▁Work▁and▁Home**▁-▁This▁box▁includes▁wages,▁benefits,▁and▁income▁from▁a▁business.▁It▁also▁encompasses▁imputed▁rental▁value▁for▁homeowners.
2.▁**Box▁2:▁Income▁from▁Substantial▁Shareholding**▁-▁This▁box▁is▁for▁individuals▁who▁hold▁shares▁in▁a▁company▁and▁derive▁income▁from▁them,▁typically▁applicable▁to▁significant▁shareholders.
3.▁**Box▁3:▁Income▁from▁Savings▁and▁Investments**▁-▁It▁covers▁income▁derived▁from▁savings▁and▁investments,▁assessing▁a
Who▁developed▁calculus▁and▁when▁was▁it▁discovered?
model
Calculus▁was▁developed▁independently▁by▁Sir▁Isaac▁Newton▁and▁Gottfried▁Wilhelm▁Leibniz▁in▁the▁late▁17th▁century,▁around▁the▁1660s▁to▁1670s
What▁is▁Nasdaq?
model
Nasdaq▁is▁an▁American▁stock▁exchange▁that▁is▁one▁of▁the▁largest▁in▁the▁world.▁It▁is▁known▁for▁its▁electronic▁trading▁platform▁and▁is▁home▁to▁many▁technology▁companies,▁including▁giants▁like▁Apple,▁Amazon,▁and▁Microsoft.▁Nasdaq▁is▁also▁recognized▁for▁its▁market▁indices,▁such▁as▁the▁Nasdaq▁Composite,▁which▁tracks▁the▁performance▁of▁its▁listed▁stocks.▁The▁exchange▁plays▁a▁significant▁role▁in▁the▁financial▁markets,▁providing▁a▁venue▁for▁buying▁and▁selling▁shares,▁as▁well▁as▁facilitating▁capital▁raising▁for▁companies▁through▁the▁sale▁of▁stocks.▁Nasdaq▁operates▁in▁a▁global▁context,▁connecting▁investors▁and▁companies▁and▁influencing▁the▁economy
Is▁a▁golden▁doodle▁a▁good▁pet▁for▁a▁family▁with▁young▁children?
model
Yes,▁a▁golden▁doodle▁can▁be▁a▁great▁pet▁for▁a▁family▁with▁young▁children.▁They▁are▁known▁for▁their▁friendly▁and▁gentle▁temperament,▁which▁makes▁them▁excellent▁companions▁for▁kids.▁Additionally,▁golden▁doodles▁are▁intelligent▁and▁easy▁to▁train,▁which▁is▁beneficial▁when▁teaching▁them▁how▁to▁interact▁appropriately▁with▁children.▁Their▁playful▁nature▁can▁keep▁kids▁entertained,▁and▁they▁generally▁have▁a▁good▁amount▁of▁energy▁to▁keep▁up▁with▁active▁families.▁Just▁be▁sure▁to▁supervise▁interactions▁between▁the▁dog▁and▁young▁children▁to▁ensure▁safety▁for▁both
Which▁state's▁capital▁is▁inaccessible▁by▁road?
model
The▁capital▁of▁Alaska,▁Juneau,▁is▁inaccessible▁by▁road
To▁which▁family▁does▁the▁Chasenella▁belong▁to
model
Chasenella▁belongs▁to▁the▁Tetracotyle▁family
What▁is▁a▁good▁kids▁snack▁for▁school?
model
A▁great▁kids▁snack▁for▁school▁is▁a▁mix▁of▁fresh▁fruit▁and▁yogurt.▁You▁can▁prepare▁some▁apple▁slices▁or▁banana▁chunks▁and▁pair▁them▁with▁a▁small▁container▁of▁yogurt▁for▁dipping.▁It's▁nutritious,▁easy▁to▁pack,▁and▁can▁be▁enjoyed▁without▁the▁mess