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HTML23.py
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HTML23.py
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import pymongo
import dash
import plotly.graph_objs as go
import plotly.plotly as py
import dash_core_components as dcc
import dash_html_components as html
client=pymongo.MongoClient("mongodb://localhost:27017/")
db=client["analytics_relativity"]
col=db["userInfo"]
query={"Qualification":{"$exists":"true"},"Gender":{"$exists":"true"}}
doc=col.find(query)
Countries=[]
array=[]
check=[]
for x in doc:
if x["Country"] not in Countries:
Countries.append(x["Country"])
app=dash.Dash()
app.layout=html.Div([
dcc.Tabs(id='tabs-example',value='tab-1-example',children=[
dcc.Tab(label='Summary',value='tab-1-example'),
dcc.Tab(label='Registrations',value='tab-2-example',children=[
html.Div("Filter by Educational Qualification::",style={'fontSize':25}),
dcc.Dropdown(
id='Qualification',
options=[
{'label':'All Qualifications','value':'All Qualifications'},
{'label': 'Post Graduate', 'value': 'Post Graduate'},
{'label': 'Under Graduate', 'value': 'Under Graduate'},
{'label': 'Doctorate','value':'Doctorate'},
{'label':'Others','value':'Others'},
{'label':'High School','value':'High School'},
{'label':'Pre University','value':'Pre University'},
{'label':'Not Disclosed','value':'Not Disclosed'}
],
value='All Qualifications',
style={'height':'30px','width':'300px','display':'inline-block'}
),
html.Br(),
html.Br(),
html.Div("Filter by Gender:",style={'fontSize':25}),
dcc.RadioItems(
id='Gender',
options=[
{'label': 'Male', 'value': 'Male'},
{'label': 'Female', 'value': 'Female'},
{'label':'Both Genders','value':'Both Genders'}
],
value='Both Genders',
labelStyle={'display':'block','cursor':'pointer','margin-left':'20px'},
style={'fontSize':25,'padding-top':'20px'}
),
html.Br(),
html.Div("Filter by Affiliation",style={'fontSize':25}),
dcc.Dropdown(
id='Affiliation',
options=[
{'label':'All Affiliations','value':'All Affiliations'},
{'label':'Individual','value':'Individual'},
{'label':'Academia','value':'Academia'},
{'label':'Non-profit organization','value':'Non-profit organization'},
{'label':'For-profit organization','value':'For-profit organization'},
{'label':'Community organization','value':'Community organization'}
],
value='All Affiliations',
style={'height':'30px','width':'300px','display':'inline-block'}
),
html.Br(),
html.Br(),
html.Div("Filter by AgeGroup:",style={'fontSize':25}),
dcc.Dropdown(
id='ageGroup',
options=[
{'label':'all ageGroups','value':'All ageGroups'},
{'label': 'less than 16', 'value': 'less than 16'},
{'label': '16-20', 'value': '16-20'},
{'label': '21-25','value':'21-25'},
{'label':'26-30','value':'26-30'},
{'label':'31-35','value':'31-35'},
{'label':'36-40','value':'36-40'},
{'label':'41-45','value':'41-45'},
{'label':'45-50','value':'46-50'},
{'label':'greater than 50','value':'greater than 50'}
],
value='All ageGroups',
style={'height':'30px','width':'300px','display':'inline-block'}
),
]),
dcc.Tab(label='Results',value='tab-3-example'),
dcc.Tab(label='Views',value='tab-4-example')]),
html.Div(id='tabs-content-example'),
html.Br(),
html.Br(),
html.Br()
])
@app.callback(
dash.dependencies.Output('tabs-content-example','children'),
[dash.dependencies.Input('tabs-example','value'),
dash.dependencies.Input('Qualification','value'),
dash.dependencies.Input('Gender','value'),
dash.dependencies.Input('Affiliation','value'),
dash.dependencies.Input('ageGroup','value')])
def button_click(tab,selector1,selector2,selector3,selector4):
count=0
data1=[]
data2=[]
data=[]
data3=[]
data4=[]
i=0
j=0
k=0
v=0
u=0
cou=0
array=[]
array1=[]
array2=[]
array3=[]
array4=[]
Gender=['Male','Female']
Qualification=['Post Graduate','Under Graduate','Doctorate','Pre University','High School','Others','Not Disclosed']
Affiliation=['Individual','Academia','Non-profit organization','For-profit organization','Community organization']
AgeGroup=['less than 16','16-20','21-25','26-30','31-35','36-40','41-45','46-50','greater than 50']
if(tab=='tab-2-example'):
if((selector1 in Qualification)or(selector2 in Gender) or(selector3 in Affiliation)or(selector4 in AgeGroup)):
count=count+1
if((tab=='tab-2-example')and(count==0)):
while i in range(len(Countries)) or j in range(len(Qualification))or k in range(len(AgeGroup)) or v in range(len(Affiliation))or u in range(len(Gender)):
if(i in range(len(Countries))):
query2={"Country":Countries[i]}
doc2=col.find(query2,{"Country":1})
for t in doc2:
cou=cou+1
array.append(cou)
i=i+1
cou=0
if(j in range(len(Qualification))):
query3={"Qualification":Qualification[j]}
doc3=col.find(query3,{"Qualification":1})
for t in doc3:
cou=cou+1
array1.append(cou)
j=j+1
cou=0
if(k in range(len(AgeGroup))):
query4={"ageGroup":AgeGroup[k]}
doc4=col.find(query4,{"ageGroup":1})
for t in doc4:
cou=cou+1
array2.append(cou)
k=k+1
cou=0
if(v in range(len(Affiliation))):
query5={"Affiliation":Affiliation[v]}
doc5=col.find(query5,{"Affiliation":1})
for t in doc5:
cou=cou+1
array3.append(cou)
v=v+1
cou=0
if(u in range(len(Gender))):
query100={"Gender":Gender[u]}
doc100=col.find(query100,{"Gender":1})
for t in doc100:
cou=cou+1
array4.append(cou)
u=u+1
cou=0
data.append({'x':Countries,'y':array,'type':'bar','name':'No of registered students'}),
data1.append({'x':Qualification,'y':array1,'type':'bar','name':'Qualifications'}),
data2.append({'labels':AgeGroup,'values':array2,'type':'pie','name':'Age Group'}),
data3.append({'labels':Affiliation,'values':array3,'type':'pie','name':'Affiliation'}),
data4.append({'labels':Gender,'values':array4,'type':'pie','name':'Gender'})
if((tab=='tab-2-example')and(count==1)):
while i in range(len(Countries)) or j in range(len(Qualification))or k in range(len(AgeGroup)) or v in range(len(Affiliation))or u in range(len(Gender)):
if(selector2 in Gender):
if(i in range(len(Countries))):
query6={"$and":[{"Country":Countries[i]},{"Gender":selector2}]}
doc6=col.find(query6,{"Country":1,"Gender":1})
for t in doc6:
cou=cou+1
array.append(cou)
i=i+1
cou=0
if(j in range(len(Qualification))):
query7={"$and":[{"Qualification":Qualification[j]},{"Gender":selector2}]}
doc7=col.find(query7,{"Qualification":1})
for t in doc7:
cou=cou+1
array1.append(cou)
j=j+1
cou=0
if(k in range(len(AgeGroup))):
query8={"$and":[{"ageGroup":AgeGroup[k]},{"Gender":selector2}]}
doc8=col.find(query8,{"Gender":1,"ageGroup":1})
for t in doc8:
cou=cou+1
array2.append(cou)
k=k+1
cou=0
if(v in range(len(Affiliation))):
query9={"$and":[{"Affiliation":Affiliation[v]},{"Gender":selector2}]}
doc9=col.find(query9,{"Gender":1,"Affiliation":1})
for t in doc9:
cou=cou+1
array3.append(cou)
v=v+1
cou=0
if(u in range(len(Gender))):
query24={"Gender":Gender[u]}
doc24=col.find(query24,{"Gender":1})
for t in doc24:
cou=cou+1
if(Gender[u]==selector2):
array4.append(cou)
else:
array4.append(0)
u=u+1
cou=0
if(selector1 in Qualification):
if(i in range(len(Countries))):
query10={"$and":[{"Country":Countries[i]},{"Qualification":selector1}]}
doc10=col.find(query10,{"Country":1,"Qualification":1})
for t in doc10:
cou=cou+1
array.append(cou)
i=i+1
cou=0
if(j in range(len(Qualification))):
query7={"Qualification":Qualification[j]}
doc7=col.find(query7,{"Qualification":1})
for t in doc7:
cou=cou+1
if(Qualification[j]==selector1):
array1.append(cou)
else:
array1.append(0)
j=j+1
cou=0
if(k in range(len(AgeGroup))):
query11={"$and":[{"ageGroup":AgeGroup[k]},{"Qualification":selector1}]}
doc11=col.find(query11,{"ageGroup":1,"Qualification":1})
for t in doc11:
cou=cou+1
array2.append(cou)
k=k+1
cou=0
if(v in range(len(Affiliation))):
query12={"$and":[{"Affiliation":Affiliation[v]},{"Qualification":selector1}]}
doc12=col.find(query12,{"Affiliation":1,"Qualification":1})
for t in doc12:
cou=cou+1
array3.append(cou)
v=v+1
cou=0
if(u in range(len(Gender))):
query25={"$and":[{"Gender":Gender[u]},{"Qualification":selector1}]}
doc25=col.find(query25,{"Gender":1,"Qualification":1})
for t in doc25:
cou=cou+1
array4.append(cou)
u=u+1
cou=0
if(selector3 in Affiliation):
if(i in range(len(Countries))):
query13={"$and":[{"Country":Countries[i]},{"Affiliation":selector3}]}
doc13=col.find(query13,{"Country":1,"Affiliation":1})
for t in doc13:
cou=cou+1
array.append(cou)
i=i+1
cou=0
if(j in range(len(Qualification))):
query14={"$and":[{"Qualification":Qualification[j]},{"Affiliation":selector3}]}
doc14=col.find(query14,{"Qualification":1,"Affiliation":1})
for t in doc14:
cou=cou+1
array1.append(cou)
j=j+1
cou=0
if(k in range(len(AgeGroup))):
query15={"$and":[{"ageGroup":AgeGroup[k]},{"Affiliation":selector3}]}
doc15=col.find(query15,{"Affiliation":1,"ageGroup":1})
for t in doc15:
cou=cou+1
array2.append(cou)
k=k+1
cou=0
if(v in range(len(Affiliation))):
query5={"Affiliation":Affiliation[v]}
doc5=col.find(query5,{"Affiliation":1})
for t in doc5:
cou=cou+1
if(selector3==Affiliation[v]):
array3.append(cou)
else:
array3.append(0)
v=v+1
cou=0
if(u in range(len(Gender))):
query26={"$and":[{"Gender":Gender[u]},{"Affiliation":selector3}]}
doc26=col.find(query26,{"Gender":1,"Affiliation":1})
for t in doc26:
cou=cou+1
array4.append(cou)
u=u+1
cou=0
if(selector4 in AgeGroup):
if(i in range(len(Countries))):
query13={"$and":[{"Country":Countries[i]},{"ageGroup":selector4}]}
doc13=col.find(query13,{"Country":1,"ageGroup":1})
for t in doc13:
cou=cou+1
array.append(cou)
i=i+1
cou=0
if(j in range(len(Qualification))):
query14={"$and":[{"Qualification":Qualification[j]},{"ageGroup":selector4}]}
doc14=col.find(query14,{"Qualification":1,"ageGroup":1})
for t in doc14:
cou=cou+1
array1.append(cou)
j=j+1
cou=0
if(k in range(len(AgeGroup))):
query15={"ageGroup":AgeGroup[k]}
doc15=col.find(query15,{"ageGroup":1})
for t in doc15:
cou=cou+1
if(selector4==AgeGroup[k]):
array2.append(cou)
else:
array2.append(0)
k=k+1
cou=0
if(v in range(len(Affiliation))):
query5={"$and":[{"Affiliation":Affiliation[v]},{"ageGroup":selector4}]}
doc5=col.find(query5,{"Affiliation":1,"ageGroup":1})
for t in doc5:
cou=cou+1
array3.append(cou)
v=v+1
cou=0
if(u in range(len(Gender))):
query27={"$and":[{"Gender":Gender[u]},{"ageGroup":selector4}]}
doc27=col.find(query27,{"Gender":1,"ageGroup":1})
for t in doc27:
cou=cou+1
array4.append(cou)
u=u+1
cou=0
data.append({'x':Countries,'y':array,'type':'bar','name':'No of registered students'}),
data1.append({'x':Qualification,'y':array1,'type':'bar','name':'Qualifications'}),
data2.append({'labels':AgeGroup,'values':array2,'type':'pie','name':'Age Group'}),
data3.append({'labels':Affiliation,'values':array3,'type':'pie','name':'Affiliation'}),
data4.append({'labels':Gender,'values':array4,'type':'pie','name':'Gender'})
if((tab=='tab-2-example')and((count==2)or(count==3))):
while i in range(len(Countries)) or j in range(len(Qualification))or k in range(len(AgeGroup)) or v in range(len(Affiliation))or u in range(len(Gender)):
if(i in range(len(Countries))):
if((selector1 in Qualification) and(selector2 in Gender) and(selector3 not in Affiliation) and(selector4 not in AgeGroup)):
query16={"$and":[{"Country":Countries[i]},{"$and" : [{"Qualification":selector1},{"Gender":selector2}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector1 not in Qualification)and(selector4 not in AgeGroup)):
query16={"$and":[{"Country":Countries[i]},{"$and":[{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation)and(selector2 not in Gender)and(selector4 not in AgeGroup)):
query16={"$and":[{"Country":Countries[i]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector4 in AgeGroup)and(selector3 not in Affiliation)and(selector2 not in Gender)):
query16={"$and":[{"Country":Countries[i]},{"$and":[{"Qualification":selector1},{"ageGroup":selector4}]}]}
if((selector2 in Gender)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector3 not in Affiliation)):
query16={"$and":[{"Country":Countries[i]},{"$and":[{"Gender":selector2},{"ageGroup":selector4}]}]}
if((selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector2 not in Gender)):
query16={"$and":[{"Country":Countries[i]},{"$and":[{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification) and(selector2 in Gender)and(selector3 in Affiliation)and (selector4 not in AgeGroup)):
query16={"$and":[{"Country":Countries[i]},{"$and" : [{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)):
query16={"$and":[{"Country":Countries[i]},{"$and":[{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation) and(selector4 in AgeGroup)and(selector2 not in Gender)):
query16={"$and":[{"Country":Countries[i]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector2 in Gender) and(selector4 in AgeGroup)and(selector3 not in Affiliation)):
query16={"$and":[{"Country":Countries[i]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"ageGroup":selector4}]}]}
doc16=col.find(query16)
for t in doc16:
cou=cou+1
array.append(cou)
i=i+1
cou=0
if(j in range(len(Qualification))):
if((selector1 in Qualification) and(selector2 in Gender)and(selector3 not in Affiliation) and(selector4 not in AgeGroup)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Qualification":selector1},{"Gender":selector2}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector1 not in Qualification)and(selector4 not in AgeGroup)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation)and(selector2 not in Gender)and(selector4 not in AgeGroup)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector4 in AgeGroup)and(selector3 not in Affiliation)and(selector2 not in Gender)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Qualification":selector1},{"ageGroup":selector4}]}]}
if((selector2 in Gender)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector3 not in Affiliation)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Gender":selector2},{"ageGroup":selector4}]}]}
if((selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector2 not in Gender)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification) and(selector2 in Gender)and(selector3 in Affiliation)and (selector4 not in AgeGroup)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and" : [{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation) and(selector4 in AgeGroup)and(selector2 not in Gender)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector2 in Gender) and(selector4 in AgeGroup)and(selector3 not in Affiliation)):
query17={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"ageGroup":selector4}]}]}
doc17=col.find(query17)
for t in doc17:
cou=cou+1
array1.append(cou)
j=j+1
cou=0
if(k in range(len(AgeGroup))):
if((selector1 in Qualification) and(selector2 in Gender)and(selector3 not in Affiliation)and(selector4 not in AgeGroup)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Qualification":selector1},{"Gender":selector2}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector1 not in Qualification)and(selector4 not in AgeGroup)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation)and(selector2 not in Gender)and(selector4 not in AgeGroup)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector4 in AgeGroup)and(selector3 not in Affiliation)and(selector2 not in Gender)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Qualification":selector1},{"ageGroup":selector4}]}]}
if((selector2 in Gender)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector3 not in Affiliation)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Gender":selector2},{"ageGroup":selector4}]}]}
if((selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector2 not in Gender)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification) and(selector2 in Gender)and(selector3 in Affiliation)and (selector4 not in AgeGroup)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and" : [{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation) and(selector4 in AgeGroup)and(selector2 not in Gender)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector2 in Gender) and(selector4 in AgeGroup)and(selector3 not in Affiliation)):
query18={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"ageGroup":selector4}]}]}
doc18=col.find(query18)
for t in doc18:
cou=cou+1
array2.append(cou)
k=k+1
cou=0
if(v in range(len(Affiliation))):
if((selector1 in Qualification) and(selector2 in Gender)and(selector3 not in Affiliation)and(selector4 not in AgeGroup)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Qualification":selector1},{"Gender":selector2}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector1 not in Qualification)and(selector4 not in AgeGroup)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation)and(selector2 not in Gender)and(selector4 not in AgeGroup)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector4 in AgeGroup)and(selector3 not in Affiliation)and(selector2 not in Gender)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Qualification":selector1},{"ageGroup":selector4}]}]}
if((selector2 in Gender)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector3 not in Affiliation)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Gender":selector2},{"ageGroup":selector4}]}]}
if((selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector2 not in Gender)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification) and(selector2 in Gender)and(selector3 in Affiliation)and (selector4 not in AgeGroup)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and" : [{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation) and(selector4 in AgeGroup)and(selector2 not in Gender)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector2 in Gender) and(selector4 in AgeGroup)and(selector3 not in Affiliation)):
query19={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"ageGroup":selector4}]}]}
doc19=col.find(query19)
for t in doc19:
cou=cou+1
array3.append(cou)
v=v+1
cou=0
if(u in range(len(Gender))):
if((selector1 in Qualification) and(selector2 in Gender)and(selector3 not in Affiliation)and(selector4 not in AgeGroup)):
query29={"$and":[{"Gender":Gender[u]},{"$and":[{"Qualification":selector1},{"Gender":selector2}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector1 not in Qualification)and(selector4 not in AgeGroup)):
query29={"$and":[{"Gender":Gender[u]},{"$and":[{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation)and(selector2 not in Gender)and(selector4 not in AgeGroup)):
query29={"$and":[{"Gender":Gender[u]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3}]}]}
if((selector1 in Qualification)and(selector4 in AgeGroup)and(selector3 not in Affiliation)and(selector2 not in Gender)):
query29={"$and":[{"Gender":Gender[u]},{"$and":[{"Qualification":selector1},{"ageGroup":selector4}]}]}
if((selector2 in Gender)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector3 not in Affiliation)):
query29={"$and":[{"Gender":Gender[u]},{"$and":[{"Gender":selector2},{"ageGroup":selector4}]}]}
if((selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)and(selector2 not in Gender)):
query29={"$and":[{"Gender":Gender[u]},{"$and":[{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification) and(selector2 in Gender)and(selector3 in Affiliation)and (selector4 not in AgeGroup)):
query29={"$and":[{"Gender":Gender[u]},{"$and" : [{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3}]}]}
if((selector2 in Gender) and(selector3 in Affiliation)and(selector4 in AgeGroup)and(selector1 not in Qualification)):
query29={"$and":[{"Gender":Gender[u]},{"$and":[{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector3 in Affiliation) and(selector4 in AgeGroup)and(selector2 not in Gender)):
query29={"$and":[{"Gender":Gender[u]},{"$and":[{"Qualification":selector1},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
if((selector1 in Qualification)and(selector2 in Gender) and(selector4 in AgeGroup)and(selector3 not in Affiliation)):
query29={"$and":[{"Gender":Gender[u]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"ageGroup":selector4}]}]}
doc29=col.find(query29)
for t in doc29:
cou=cou+1
array4.append(cou)
u=u+1
cou=0
data.append({'x':Countries,'y':array,'type':'bar','name':'No of registered students'}),
data1.append({'x':Qualification,'y':array1,'type':'bar','name':'Qualifications'}),
data2.append({'labels':AgeGroup,'values':array2,'type':'pie','name':'Age Group'}),
data3.append({'labels':Affiliation,'values':array3,'type':'pie','name':'Affiliation'}),
data4.append({'labels':Gender,'values':array4,'type':'pie','name':'Gender'})
if((tab=='tab-2-example')and(count==4)):
while i in range(len(Countries)) or j in range(len(Qualification))or k in range(len(AgeGroup)) or v in range(len(Affiliation))or u in range(len(Gender)):
if(i in range(len(Countries))):
query20={"$and":[{"Country":Countries[i]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
doc20=col.find(query20,{"Qualification":1,"Gender":1,"Affiliation":1,"ageGroup":1})
for t in doc20:
cou=cou+1
array.append(cou)
i=i+1
cou=0
if(j in range(len(Qualification))):
query21={"$and":[{"Qualification":Qualification[j]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
doc21=col.find(query21,{"Qualification":1,"Gender":1,"Affiliation":1,"ageGroup":1})
for t in doc21:
cou=cou+1
array1.append(cou)
j=j+1
cou=0
if(k in range(len(AgeGroup))):
query22={"$and":[{"ageGroup":AgeGroup[k]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
doc22=col.find(query22,{"Qualification":1,"Gender":1,"Affiliation":1})
for t in doc22:
cou=cou+1
array2.append(cou)
k=k+1
cou=0
if(v in range(len(Affiliation))):
query23={"$and":[{"Affiliation":Affiliation[v]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
doc23=col.find(query23,{"Qualification":1,"Gender":1,"Affiliation":1})
for t in doc23:
cou=cou+1
array3.append(cou)
v=v+1
cou=0
if(u in range(len(Gender))):
query28={"$and":[{"Gender":Gender[u]},{"$and":[{"Qualification":selector1},{"Gender":selector2},{"Affiliation":selector3},{"ageGroup":selector4}]}]}
doc28=col.find(query28,{"Gender":1,"Qualification":1})
for t in doc28:
cou=cou+1
array4.append(cou)
u=u+1
cou=0
data.append({'x':Countries,'y':array,'type':'bar','name':'No of registered students'}),
data1.append({'x':Qualification,'y':array1,'type':'bar','name':'Qualifications'}),
data2.append({'labels':AgeGroup,'values':array2,'type':'pie','name':'Age Group'}),
data3.append({'labels':Affiliation,'values':array3,'type':'pie','name':'Affiliation'}),
data4.append({'labels':Gender,'values':array4,'type':'pie','name':'Gender'})
return html.Div([
dcc.Graph(
id="bar graph-1",
figure={"data":data,'layout':{'Gender':{"title":"Countries"},'yaxis':{"title":"No of people with different qualifications"}}}
),
dcc.Graph(
style={'width':'48%','height':'50vh','display':'inline-block'},
id="pie chart1",
figure={'data':data2,'layout' :{'title':'simple pie chart'}}
),
dcc.Graph(
style={'width': '48%', 'height': '50vh','display':'inline-block'},
id="bar graph-2",
figure={"data":data1,'layout':{'Gender':{"title": "Gender"},'yaxis':{"title":"No of people with different qualifications"}}}
),
dcc.Graph(
style={'width':'48%','height':'50vh','display':'inline-block'},
id="pie chart2",
figure={'data':data3,'layout' :{'title':'simple pie chart'}}
),
dcc.Graph(
style={'width':'48%','height':'50vh','display':'inline-block'},
id="pie chart3",
figure={'data':data4,'layout' :{'title':'simple pie chart'}}
)
])
else:
return []
if __name__ =='__main__':
app.run_server(debug=True)