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Runtime error
Runtime error
Commit
Β·
2db884c
1
Parent(s):
4e9ee5a
anal
Browse files- cleaned_related_skills.json +0 -0
- main.py +42 -0
- make_dataset.ipynb +249 -0
- skills.csv +205 -0
- sus.ipynb +225 -0
cleaned_related_skills.json
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main.py
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import openai
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import streamlit as st
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import pandas as pd
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import openai
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def clicks(prompt):
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openai.api_key = "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"
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response = openai.Completion.create(
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engine="text-curie-001",
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prompt=prompt,
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temperature=0.7 ,
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max_tokens=2000,
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top_p=1.0,
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frequency_penalty=0.0,
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presence_penalty=0.0
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)
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b=response
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# st.write(st.markdown())
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st.write(response.choices[0].text)
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st.balloons()
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def se():
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x=True
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st.markdown("<h1 style='text-align: center; '>Career Coupler γ«</h1>", unsafe_allow_html=True)
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st.text_input("Enter Your Name")
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st.text_input("What Region Do You Live In")
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st.date_input("Enter Date Of Birth")
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df=pd.read_csv("/Users/eemanmajumder/code_shit/ML-BASED-CAREER-COUINCLER/why_am_I_pain_hoing_crie_arra_fr/GPT_3_in_my_Ass/skills.csv")
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a=df['skills']
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skills=st.multiselect("What are you good at?",a)
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st.write('You selected:', skills)
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prompt="Suggest me 10 Jobs Positions based on my skils and describe all the careers suggested.\n My Skills are: "+str(skills)
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r=st.button("Unfuse Me")
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while r==True:
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clicks(prompt)
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r=False
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make_dataset.ipynb
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{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Requirement already satisfied: pandas in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (1.5.2)\n",
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"Requirement already satisfied: numpy>=1.21.0 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from pandas) (1.22.1)\n",
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"Requirement already satisfied: python-dateutil>=2.8.1 in /Users/eemanmajumder/Library/Python/3.10/lib/python/site-packages (from pandas) (2.8.2)\n",
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"Requirement already satisfied: pytz>=2020.1 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from pandas) (2022.7)\n",
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"Requirement already satisfied: six>=1.5 in /Users/eemanmajumder/Library/Python/3.10/lib/python/site-packages (from python-dateutil>=2.8.1->pandas) (1.16.0)\n",
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"\u001b[33mWARNING: You are using pip version 21.3.1; however, version 23.0.1 is available.\n",
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"You should consider upgrading via the '/Library/Frameworks/Python.framework/Versions/3.10/bin/python3.10 -m pip install --upgrade pip' command.\u001b[0m\n"
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]
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}
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],
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"source": [
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"!pip3 install pandas"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 8,
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"metadata": {},
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"outputs": [],
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"source": [
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"import pandas as pd \n",
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"\n",
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"df=pd.DataFrame()\n",
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"df[\"skills\"]=[\"Active listening\",\n",
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"\"Articulating thoughts clearly\",\n",
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"\"Building relationships\",\n",
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"\"Conflict resolution\",\n",
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"\"Cultural sensitivity\",\n",
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"\"Customer service\",\n",
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"\"Emotional intelligence\",\n",
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"\"Empathy\",\n",
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"\"Interpersonal communication\",\n",
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"\"Negotiation\",\n",
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"\"Nonverbal communication\",\n",
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"\"Persuasion\",\n",
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"\"Public speaking\",\n",
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"\"Relationship management\",\n",
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"\"Social skills\",\n",
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"\"Storytelling\",\n",
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"\"Verbal communication\",\n",
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"\"Written communication\",\n",
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"\"Artistic ability\",\n",
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"\"Creative thinking\",\n",
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"\"Graphic design\",\n",
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"\"Industrial design\",\n",
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"\"Innovation\",\n",
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"\"Interior design\",\n",
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"\"Musical ability\",\n",
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"\"Painting\",\n",
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"\"Photography\",\n",
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"\"Sculpting\",\n",
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"\"UX design\",\n",
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"\"Video production\",\n",
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"\"Visual design\",\n",
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"\"Web design\",\n",
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"\"Writing\",\n",
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"\"Accounting\",\n",
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"\"Algorithms\",\n",
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"\"Data analysis\",\n",
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"\"Financial analysis\",\n",
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"\"Mathematical modeling\",\n",
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"\"Probability\",\n",
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"\"Quantitative analysis\",\n",
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"\"Statistics\",\n",
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"\"Change management\",\n",
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"\"Coaching\",\n",
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"\"Conflict management\",\n",
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"\"Delegation\",\n",
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"\"Decision making\",\n",
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"\"Goal setting\",\n",
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"\"Leadership\",\n",
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"\"Management\",\n",
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"\"Mentoring\",\n",
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"\"Project management\",\n",
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"\"Risk management\",\n",
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"\"Strategic planning\",\n",
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"\"Team building\",\n",
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"\"Advertising\",\n",
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"\"Branding\",\n",
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"\"Content marketing\",\n",
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"\"Copywriting\",\n",
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"\"Customer relationship management\",\n",
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"\"Digital marketing\",\n",
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"\"Market research\",\n",
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"\"Marketing strategy\",\n",
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"\"Sales\",\n",
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"\"Search engine optimization\",\n",
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"\"Social media marketing\",\n",
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"\"Analytical thinking\",\n",
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"\"Attention to detail\",\n",
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"\"Brainstorming\",\n",
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"\"Creative problem solving\",\n",
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"\"Critical thinking\",\n",
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"\"Decision making\",\n",
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"\"Logical reasoning\",\n",
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"\"Problem solving\",\n",
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"\"Root cause analysis\",\n",
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"\"Systems thinking\",\n",
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"\"Agile development\",\n",
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"\"Artificial intelligence\",\n",
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"\"Cloud computing\",\n",
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"\"Computer programming\",\n",
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"\"Cybersecurity\",\n",
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"\"Database management\",\n",
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"\"DevOps\",\n",
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"\"Front-end development\",\n",
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"\"Full-stack development\",\n",
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"\"Mobile app development\",\n",
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"\"Network administration\",\n",
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"\"Software development\",\n",
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"\"Technical support\",\n",
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"\"Web development\",\n",
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"\"Competitive analysis\",\n",
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"\"Data mining\",\n",
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"\"Information gathering\",\n",
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"\"Information synthesis\",\n",
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"\"Market analysis\",\n",
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"\"Market research\",\n",
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"\"Research\",\n",
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"\"Survey design\",\n",
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"\"User research\",\n",
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"\"\",\n",
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"\"Chemical engineering\",\n",
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"\"Electrical engineering\",\n",
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"\"Mechanical engineering\",\n",
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"\"Physics\",\n",
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"\"Scientific research\",\n",
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"\"\",\n",
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"\"Classroom management\",\n",
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"\"Curriculum development\",\n",
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"\"Educational technology\",\n",
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"\"Instructional design\",\n",
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"\"Learning management systems\",\n",
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"\"Pedagogy\",\n",
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"\"Teaching\",\n",
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"\"Training\",\n",
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"\"Acupuncture\",\n",
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"\"Athletic training\",\n",
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"\"Counseling\",\n",
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"\"Dentistry\",\n",
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"\"Fitness training\",\n",
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"\"Massage therapy\",\n",
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"\"Medical research\",\n",
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"\"Nutrition\",\n",
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"\"Physical therapy\",\n",
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"\"Psychology\",\n",
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"\"Public health\",\n",
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"\"Yoga\",\n",
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"\"Baking\",\n",
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"\"Bar tending\",\n",
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"\"Catering\",\n",
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"\"Culinary arts\",\n",
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"\"Event planning\",\n",
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"\"Food service\",\n",
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"\"Hotel management\",\n",
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"\"Restaurant management\",\n",
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"\"Auto mechanics\", \n",
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"\"Carpentry\",\n",
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"\"Commercial driving\",\n",
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"\"Construction\",\n",
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"\"Cosmetology\",\n",
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"\"Electrical work\",\n",
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"\"Equipment operation\",\n",
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"\"HVAC installation and repair\",\n",
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"\"Landscaping\",\n",
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"\"Masonry\",\n",
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"\"Metalworking\",\n",
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"\"Painting and decorating\",\n",
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"\"Plumbing\",\n",
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"\"Sewing and tailoring\",\n",
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"\"Welding\",\n",
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"\"Active learning\",\n",
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"\"Adaptability\",\n",
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"\"Attention to detail\",\n",
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"\"Collaboration\",\n",
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"\"Customer service\",\n",
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"\"Decision-making\",\n",
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"\"Flexibility\",\n",
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"\"Initiative\",\n",
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"\"Innovation\",\n",
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"\"Intercultural competence\",\n",
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"\"Leadership\",\n",
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"\"Learning agility\",\n",
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"\"Listening\",\n",
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"\"Multitasking\",\n",
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"\"Organizational skills\",\n",
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"\"Patience\",\n",
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"\"Perseverance\",\n",
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"\"Positive attitude\",\n",
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"\"Problem-solving\",\n",
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202 |
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"\"Punctuality\",\n",
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203 |
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"\"Resilience\",\n",
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204 |
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"\"Responsibility\",\n",
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"\"Self-discipline\",\n",
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"\"Self-motivation\",\n",
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"\"Time management\",\n",
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"\"Work ethic\"]"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 11,
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"metadata": {},
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"outputs": [],
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"source": [
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"df.head()\n",
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"df.to_csv(\"skills.csv\")"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.10.0"
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},
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"orig_nbformat": 4,
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"vscode": {
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"interpreter": {
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"hash": "aee8b7b246df8f9039afb4144a1f6fd8d2ca17a180786b69acc140d282b71a49"
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}
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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skills.csv
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|
|
1 |
+
,skills
|
2 |
+
0,Active listening
|
3 |
+
1,Articulating thoughts clearly
|
4 |
+
2,Building relationships
|
5 |
+
3,Conflict resolution
|
6 |
+
4,Cultural sensitivity
|
7 |
+
5,Customer service
|
8 |
+
6,Emotional intelligence
|
9 |
+
7,Empathy
|
10 |
+
8,Interpersonal communication
|
11 |
+
9,Negotiation
|
12 |
+
10,Nonverbal communication
|
13 |
+
11,Persuasion
|
14 |
+
12,Public speaking
|
15 |
+
13,Relationship management
|
16 |
+
14,Social skills
|
17 |
+
15,Storytelling
|
18 |
+
16,Verbal communication
|
19 |
+
17,Written communication
|
20 |
+
18,Artistic ability
|
21 |
+
19,Creative thinking
|
22 |
+
20,Graphic design
|
23 |
+
21,Industrial design
|
24 |
+
22,Innovation
|
25 |
+
23,Interior design
|
26 |
+
24,Musical ability
|
27 |
+
25,Painting
|
28 |
+
26,Photography
|
29 |
+
27,Sculpting
|
30 |
+
28,UX design
|
31 |
+
29,Video production
|
32 |
+
30,Visual design
|
33 |
+
31,Web design
|
34 |
+
32,Writing
|
35 |
+
33,Accounting
|
36 |
+
34,Algorithms
|
37 |
+
35,Data analysis
|
38 |
+
36,Financial analysis
|
39 |
+
37,Mathematical modeling
|
40 |
+
38,Probability
|
41 |
+
39,Quantitative analysis
|
42 |
+
40,Statistics
|
43 |
+
41,Change management
|
44 |
+
42,Coaching
|
45 |
+
43,Conflict management
|
46 |
+
44,Delegation
|
47 |
+
45,Decision making
|
48 |
+
46,Goal setting
|
49 |
+
47,Leadership
|
50 |
+
48,Management
|
51 |
+
49,Mentoring
|
52 |
+
50,Project management
|
53 |
+
51,Risk management
|
54 |
+
52,Strategic planning
|
55 |
+
53,Team building
|
56 |
+
54,Advertising
|
57 |
+
55,Branding
|
58 |
+
56,Content marketing
|
59 |
+
57,Copywriting
|
60 |
+
58,Customer relationship management
|
61 |
+
59,Digital marketing
|
62 |
+
60,Market research
|
63 |
+
61,Marketing strategy
|
64 |
+
62,Sales
|
65 |
+
63,Search engine optimization
|
66 |
+
64,Social media marketing
|
67 |
+
65,Analytical thinking
|
68 |
+
66,Attention to detail
|
69 |
+
67,Brainstorming
|
70 |
+
68,Creative problem solving
|
71 |
+
69,Critical thinking
|
72 |
+
70,Decision making
|
73 |
+
71,Logical reasoning
|
74 |
+
72,Problem solving
|
75 |
+
73,Root cause analysis
|
76 |
+
74,Systems thinking
|
77 |
+
75,Agile development
|
78 |
+
76,Artificial intelligence
|
79 |
+
77,Cloud computing
|
80 |
+
78,Computer programming
|
81 |
+
79,Cybersecurity
|
82 |
+
80,Database management
|
83 |
+
81,DevOps
|
84 |
+
82,Front-end development
|
85 |
+
83,Full-stack development
|
86 |
+
84,Mobile app development
|
87 |
+
85,Network administration
|
88 |
+
86,Software development
|
89 |
+
87,Technical support
|
90 |
+
88,Web development
|
91 |
+
89,Competitive analysis
|
92 |
+
90,Data mining
|
93 |
+
91,Information gathering
|
94 |
+
92,Information synthesis
|
95 |
+
93,Market analysis
|
96 |
+
94,Market research
|
97 |
+
95,Research
|
98 |
+
96,Survey design
|
99 |
+
97,User research
|
100 |
+
98,
|
101 |
+
99,Chemical engineering
|
102 |
+
100,Electrical engineering
|
103 |
+
101,Mechanical engineering
|
104 |
+
102,Physics
|
105 |
+
103,Scientific research
|
106 |
+
104,
|
107 |
+
105,Classroom management
|
108 |
+
106,Curriculum development
|
109 |
+
107,Educational technology
|
110 |
+
108,Instructional design
|
111 |
+
109,Learning management systems
|
112 |
+
110,Pedagogy
|
113 |
+
111,Teaching
|
114 |
+
112,Training
|
115 |
+
113,Acupuncture
|
116 |
+
114,Athletic training
|
117 |
+
115,Counseling
|
118 |
+
116,Dentistry
|
119 |
+
117,Fitness training
|
120 |
+
118,Massage therapy
|
121 |
+
119,Medical research
|
122 |
+
120,Nutrition
|
123 |
+
121,Physical therapy
|
124 |
+
122,Psychology
|
125 |
+
123,Public health
|
126 |
+
124,Yoga
|
127 |
+
125,Baking
|
128 |
+
126,Bar tending
|
129 |
+
127,Catering
|
130 |
+
128,Culinary arts
|
131 |
+
129,Event planning
|
132 |
+
130,Food service
|
133 |
+
131,Hotel management
|
134 |
+
132,Restaurant management
|
135 |
+
133,Auto mechanics
|
136 |
+
134,Carpentry
|
137 |
+
135,Commercial driving
|
138 |
+
136,Construction
|
139 |
+
137,Cosmetology
|
140 |
+
138,Electrical work
|
141 |
+
139,Equipment operation
|
142 |
+
140,HVAC installation and repair
|
143 |
+
141,Landscaping
|
144 |
+
142,Masonry
|
145 |
+
143,Metalworking
|
146 |
+
144,Painting and decorating
|
147 |
+
145,Plumbing
|
148 |
+
146,Sewing and tailoring
|
149 |
+
147,Welding
|
150 |
+
148,Active learning
|
151 |
+
149,Adaptability
|
152 |
+
150,Attention to detail
|
153 |
+
151,Collaboration
|
154 |
+
152,Customer service
|
155 |
+
153,Decision-making
|
156 |
+
154,Flexibility
|
157 |
+
155,Initiative
|
158 |
+
156,Innovation
|
159 |
+
157,Intercultural competence
|
160 |
+
158,Leadership
|
161 |
+
159,Learning agility
|
162 |
+
160,Listening
|
163 |
+
161,Multitasking
|
164 |
+
162,Organizational skills
|
165 |
+
163,Patience
|
166 |
+
164,Perseverance
|
167 |
+
165,Positive attitude
|
168 |
+
166,Problem-solving
|
169 |
+
167,Punctuality
|
170 |
+
168,Resilience
|
171 |
+
169,Responsibility
|
172 |
+
170,Self-discipline
|
173 |
+
171,Self-motivation
|
174 |
+
172,Time management
|
175 |
+
173,Work ethic
|
176 |
+
174,Machine Learning
|
177 |
+
175,Data Science
|
178 |
+
176,Deep Learning
|
179 |
+
177,Artificial Intelligence
|
180 |
+
178,Computer Vision
|
181 |
+
179,Data Mining
|
182 |
+
180,Data Visualization
|
183 |
+
181,Data Analytics
|
184 |
+
182,Data Engineering
|
185 |
+
183,Data Architecture
|
186 |
+
184,Data Management
|
187 |
+
185,Data Modeling
|
188 |
+
186,HR
|
189 |
+
187,Human Resources
|
190 |
+
188,Human Resource Management
|
191 |
+
189,Human Resource Development
|
192 |
+
190,Human Resource Information Systems
|
193 |
+
191,Human Resource Analytics
|
194 |
+
192,Human Resource Strategy
|
195 |
+
193,Human Resource Planning
|
196 |
+
194,Human Resource Policy
|
197 |
+
195,Human Resource Administration
|
198 |
+
196,DSA
|
199 |
+
197,Data Structures and Algorithms
|
200 |
+
198,Translating
|
201 |
+
199,Transcribing
|
202 |
+
200,Interpretation
|
203 |
+
201,Front End
|
204 |
+
202,Video Editing
|
205 |
+
203,Bee Keeping
|
sus.ipynb
ADDED
@@ -0,0 +1,225 @@
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|
1 |
+
{
|
2 |
+
"cells": [
|
3 |
+
{
|
4 |
+
"cell_type": "code",
|
5 |
+
"execution_count": 3,
|
6 |
+
"metadata": {},
|
7 |
+
"outputs": [
|
8 |
+
{
|
9 |
+
"name": "stdout",
|
10 |
+
"output_type": "stream",
|
11 |
+
"text": [
|
12 |
+
"Requirement already satisfied: openai in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (0.25.0)\n",
|
13 |
+
"Requirement already satisfied: pandas-stubs>=1.1.0.11 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from openai) (1.5.2.221213)\n",
|
14 |
+
"Requirement already satisfied: tqdm in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from openai) (4.64.1)\n",
|
15 |
+
"Requirement already satisfied: typing-extensions in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from openai) (4.4.0)\n",
|
16 |
+
"Requirement already satisfied: requests>=2.20 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from openai) (2.28.1)\n",
|
17 |
+
"Requirement already satisfied: numpy in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from openai) (1.22.1)\n",
|
18 |
+
"Requirement already satisfied: pandas>=1.2.3 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from openai) (1.5.2)\n",
|
19 |
+
"Requirement already satisfied: openpyxl>=3.0.7 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from openai) (3.0.10)\n",
|
20 |
+
"Requirement already satisfied: et-xmlfile in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from openpyxl>=3.0.7->openai) (1.1.0)\n",
|
21 |
+
"Requirement already satisfied: pytz>=2020.1 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from pandas>=1.2.3->openai) (2022.7)\n",
|
22 |
+
"Requirement already satisfied: python-dateutil>=2.8.1 in /Users/eemanmajumder/Library/Python/3.10/lib/python/site-packages (from pandas>=1.2.3->openai) (2.8.2)\n",
|
23 |
+
"Requirement already satisfied: types-pytz>=2022.1.1 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from pandas-stubs>=1.1.0.11->openai) (2022.7.0.0)\n",
|
24 |
+
"Requirement already satisfied: idna<4,>=2.5 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from requests>=2.20->openai) (3.4)\n",
|
25 |
+
"Requirement already satisfied: charset-normalizer<3,>=2 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from requests>=2.20->openai) (2.1.1)\n",
|
26 |
+
"Requirement already satisfied: certifi>=2017.4.17 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from requests>=2.20->openai) (2022.12.7)\n",
|
27 |
+
"Requirement already satisfied: urllib3<1.27,>=1.21.1 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from requests>=2.20->openai) (1.26.13)\n",
|
28 |
+
"Requirement already satisfied: six>=1.5 in /Users/eemanmajumder/Library/Python/3.10/lib/python/site-packages (from python-dateutil>=2.8.1->pandas>=1.2.3->openai) (1.16.0)\n",
|
29 |
+
"\u001b[33mWARNING: You are using pip version 21.3.1; however, version 23.0.1 is available.\n",
|
30 |
+
"You should consider upgrading via the '/Library/Frameworks/Python.framework/Versions/3.10/bin/python3.10 -m pip install --upgrade pip' command.\u001b[0m\n",
|
31 |
+
"Collecting streamlit\n",
|
32 |
+
" Using cached streamlit-1.18.1-py2.py3-none-any.whl (9.6 MB)\n",
|
33 |
+
"Collecting altair>=3.2.0\n",
|
34 |
+
" Downloading altair-4.2.2-py3-none-any.whl (813 kB)\n",
|
35 |
+
" |ββββββββββββββββββββββββββββββββ| 813 kB 396 kB/s \n",
|
36 |
+
"\u001b[?25hCollecting gitpython!=3.1.19\n",
|
37 |
+
" Downloading GitPython-3.1.31-py3-none-any.whl (184 kB)\n",
|
38 |
+
" |ββββββββββββββββββββββββββββββββ| 184 kB 1.5 MB/s \n",
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39 |
+
"\u001b[?25hRequirement already satisfied: requests>=2.4 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from streamlit) (2.28.1)\n",
|
40 |
+
"Collecting toml\n",
|
41 |
+
" Using cached toml-0.10.2-py2.py3-none-any.whl (16 kB)\n",
|
42 |
+
"Requirement already satisfied: python-dateutil in /Users/eemanmajumder/Library/Python/3.10/lib/python/site-packages (from streamlit) (2.8.2)\n",
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+
"Collecting protobuf<4,>=3.12\n",
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+
" Downloading protobuf-3.20.3-py2.py3-none-any.whl (162 kB)\n",
|
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+
" |ββββββββββββββββββββββββββββββββ| 162 kB 870 kB/s \n",
|
46 |
+
"\u001b[?25hRequirement already satisfied: pandas>=0.25 in /Library/Frameworks/Python.framework/Versions/3.10/lib/python3.10/site-packages (from streamlit) (1.5.2)\n",
|
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+
"Collecting click>=7.0\n",
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"st.markdown(\"<h1 style='text-align: center; '>Career Coupler γ«</h1>\", unsafe_allow_html=True)\n",
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"df=pd.read_csv(\"/Users/eemanmajumder/code_shit/ML-BASED-CAREER-COUINCLER/why_am_I_pain_hoing_crie_arra_fr/GPT_3_in_my_Ass/skills.csv\")\n",
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"a=df['skills']\n",
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"skill=st.multiselect(\"What are you good at?\",a)\n",
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"text": [
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"['sususus', 'bobob']\n"
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"l=['sususus','bobob']\n",
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