Commit
·
32c54c1
1
Parent(s):
e41948d
Upload 5 files
Browse files- process.py +3 -17
- sample.json +165 -10
- test.txt +0 -0
- train.txt +0 -0
- valid.txt +0 -0
process.py
CHANGED
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@@ -17,15 +17,8 @@ strat2id = {strat: i for i, strat in enumerate(strategies)}
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original = json.load(open('./ESConv.json'))
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def process_data(d):
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emotion = d['emotion_type']
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problem = d["problem_type"]
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situation = d['situation']
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#init_intensity = int(d['score']['speaker']['begin_intensity'])
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#final_intensity = int(d['score']['speaker']['end_intensity'])
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d = d['dialog']
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dial = []
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for uttr in d:
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text = _norm(uttr['content'])
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role = uttr['speaker']
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if role == 'seeker':
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@@ -39,15 +32,8 @@ def process_data(d):
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'speaker': 'sys',
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'strategy': uttr['annotation']['strategy'],
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})
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'problem_type': problem,
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'situation': situation,
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#'init_intensity': init_intensity,
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#'final_intensity': final_intensity,
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'dialog': dial,
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}
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return res
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data = []
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original = json.load(open('./ESConv.json'))
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def process_data(d):
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dial = []
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for uttr in d['dialog']:
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text = _norm(uttr['content'])
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role = uttr['speaker']
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if role == 'seeker':
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'speaker': 'sys',
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'strategy': uttr['annotation']['strategy'],
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})
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d['dialog'] = dial
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return d
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data = []
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sample.json
CHANGED
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@@ -1,8 +1,20 @@
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[
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{
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"emotion_type": "anxiety",
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"problem_type": "job crisis",
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"situation": "I am on short term disability and I am afraid I will lose my job if I don't go back soon.",
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"dialog": [
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{
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"text": "Hello good afternoon.",
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@@ -115,12 +127,28 @@
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"speaker": "sys",
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"strategy": "Others"
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}
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]
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},
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{
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"emotion_type": "depression",
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"problem_type": "ongoing depression",
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"situation": "I have been in a depression since my father died last year. We have had to sell our home and move to a much smaller place due to losing his income. I am older but lived with my parents to help them because they are both ill. it has been an ongoing struggle",
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"dialog": [
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{
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"text": "How are you doing today?",
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"text": "I will look online for the info you suggested I will see if maybe I can talk to a friend if we can do safely thanks again",
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"speaker": "usr"
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}
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-
]
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},
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{
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"emotion_type": "anxiety",
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"problem_type": "job crisis",
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"situation": "I would like to get an online job but it is very competitive.",
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"dialog": [
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{
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"text": "I feel obligated to help you this Christmas Night.",
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@@ -493,12 +537,28 @@
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"speaker": "sys",
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"strategy": "Reflection of feelings"
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}
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]
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},
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{
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"emotion_type": "depression",
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"problem_type": "breakup with partner",
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"situation": "turned in ex gf to cps for giving her kids drugs.",
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"dialog": [
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{
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"text": "Hello! Hope you are doing well. How may I assist you?",
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"speaker": "sys",
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"strategy": "Others"
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}
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]
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},
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{
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"emotion_type": "disgust",
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"problem_type": "problems with friends",
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"situation": "one of my friends cheated on her boyfriend.",
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"dialog": [
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{
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"text": "Hi can you help me with my problem?",
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@@ -748,12 +824,23 @@
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"speaker": "sys",
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"strategy": "Providing Suggestions"
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}
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]
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},
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{
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"emotion_type": "fear",
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"problem_type": "ongoing depression",
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"situation": "I'm fearful of where I'll be living in the future.",
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"dialog": [
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{
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"text": "I've tried this before and there wasn't anyone on the support side...",
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"text": "Thank you, you too!",
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"speaker": "usr"
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}
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]
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},
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{
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"emotion_type": "anxiety",
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"problem_type": "academic pressure",
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"situation": "I'm failing my classes and I'm on scholarship",
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"dialog": [
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{
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"text": "hi I need help. I'm under academic stress",
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@@ -997,12 +1100,28 @@
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"text": "I actually was thinking of going somewhere else to study. but i actually like the idea of a schedule better. I will try that first. Thank you.",
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"speaker": "usr"
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}
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]
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},
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{
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"emotion_type": "anxiety",
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"problem_type": "academic pressure",
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"situation": "Iam facing a lot of academic pressure to coplete the degree on time..",
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"dialog": [
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{
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"text": "Hi..how are you doing today",
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"text": "bye,,Stay safe and healthy in this pandemic..",
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"speaker": "usr"
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}
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]
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},
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{
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"emotion_type": "anxiety",
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"problem_type": "job crisis",
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"situation": "I recently left my job because of a toxic environment but now I'm having trouble finding another and I'm running out of money.",
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"dialog": [
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{
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"text": "Hello!",
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"speaker": "sys",
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"strategy": "Affirmation and Reassurance"
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}
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]
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},
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{
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"emotion_type": "anxiety",
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"problem_type": "ongoing depression",
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"situation": "Ilost my home when my partner died. He had changed the will and I didn't know.",
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"dialog": [
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{
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"text": "I need understanding at this time.",
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"text": "Help is so great between people.",
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"speaker": "usr"
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}
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]
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}
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]
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[
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{
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"experience_type": "Current Experience",
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"emotion_type": "anxiety",
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"problem_type": "job crisis",
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"situation": "I am on short term disability and I am afraid I will lose my job if I don't go back soon.",
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"survey_score": {
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"seeker": {
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"initial_emotion_intensity": "3",
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"empathy": "5",
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"relevance": "5",
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"final_emotion_intensity": "2"
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},
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"supporter": {
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"relevance": "5"
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}
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},
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"dialog": [
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{
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"text": "Hello good afternoon.",
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"speaker": "sys",
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"strategy": "Others"
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}
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],
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"seeker_question1": "They did a great job, but should've asked why I'm out on disability to get more context.",
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"seeker_question2": "N.A",
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"supporter_question1": "I enjoyed helping someone in need",
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"supporter_question2": ""
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},
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{
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"experience_type": "Current Experience",
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"emotion_type": "depression",
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"problem_type": "ongoing depression",
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"situation": "I have been in a depression since my father died last year. We have had to sell our home and move to a much smaller place due to losing his income. I am older but lived with my parents to help them because they are both ill. it has been an ongoing struggle",
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"survey_score": {
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"seeker": {
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"initial_emotion_intensity": "4",
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"empathy": "4",
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"relevance": "5",
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"final_emotion_intensity": "3"
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},
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"supporter": {
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"relevance": "5"
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}
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},
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"dialog": [
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{
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"text": "How are you doing today?",
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"text": "I will look online for the info you suggested I will see if maybe I can talk to a friend if we can do safely thanks again",
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"speaker": "usr"
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}
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],
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"seeker_question1": "it was a good task kind of makes you look at your self",
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"seeker_question2": "no was a good one thank you",
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"supporter_question1": "The guidance as to how to structure the conversation helped me frame my advice.",
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"supporter_question2": "I wish I could have used emoji's to add some additional emotional graphics to my text."
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},
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{
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"experience_type": "Current Experience",
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"emotion_type": "anxiety",
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"problem_type": "job crisis",
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"situation": "I would like to get an online job but it is very competitive.",
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"survey_score": {
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"seeker": {
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"initial_emotion_intensity": "5",
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"empathy": "5",
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"relevance": "4",
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"final_emotion_intensity": "3"
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},
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"supporter": {
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"relevance": "3"
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}
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},
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"dialog": [
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{
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"text": "I feel obligated to help you this Christmas Night.",
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"speaker": "sys",
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"strategy": "Reflection of feelings"
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}
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],
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"seeker_question1": "no",
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"seeker_question2": "no",
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"supporter_question1": "I think that is was a vague issue that the seeker was asking for help with.",
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"supporter_question2": "I think that there should be a push notification to continue talking with a message in red that blinks on the screen near the chat box."
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},
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{
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"experience_type": "Current Experience",
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"emotion_type": "depression",
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"problem_type": "breakup with partner",
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"situation": "turned in ex gf to cps for giving her kids drugs.",
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+
"survey_score": {
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"seeker": {
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"initial_emotion_intensity": "5",
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"empathy": "3",
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"relevance": "2",
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"final_emotion_intensity": "4"
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},
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"supporter": {
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"relevance": "5"
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}
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},
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"dialog": [
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{
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"text": "Hello! Hope you are doing well. How may I assist you?",
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"speaker": "sys",
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"strategy": "Others"
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}
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],
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"seeker_question1": "",
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"seeker_question2": "",
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"supporter_question1": "",
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"supporter_question2": ""
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},
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{
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"experience_type": "Previous Experience",
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"emotion_type": "disgust",
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"problem_type": "problems with friends",
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"situation": "one of my friends cheated on her boyfriend.",
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"survey_score": {
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"seeker": {
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"initial_emotion_intensity": "5",
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"empathy": "5",
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"relevance": "5",
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"final_emotion_intensity": "2"
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},
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"supporter": {
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"relevance": "5"
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}
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},
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| 687 |
"dialog": [
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{
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"text": "Hi can you help me with my problem?",
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"speaker": "sys",
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"strategy": "Providing Suggestions"
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}
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],
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"seeker_question1": "no",
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"seeker_question2": "15 minutes takes too long, 10 message count is better to quit on.",
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"supporter_question1": "I find this live communication really enjoyable.",
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"supporter_question2": ""
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},
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{
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"experience_type": "Current Experience",
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"emotion_type": "fear",
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"problem_type": "ongoing depression",
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| 837 |
"situation": "I'm fearful of where I'll be living in the future.",
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"survey_score": {
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"seeker": {
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"initial_emotion_intensity": "4"
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},
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"supporter": {}
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},
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"dialog": [
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{
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"text": "I've tried this before and there wasn't anyone on the support side...",
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"text": "Thank you, you too!",
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"speaker": "usr"
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}
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],
|
| 991 |
+
"seeker_question1": "I liked the task. I like chatting with people via text.",
|
| 992 |
+
"seeker_question2": "No, I'd love to do these every day!",
|
| 993 |
+
"supporter_question1": "nothing",
|
| 994 |
+
"supporter_question2": "nothing"
|
| 995 |
},
|
| 996 |
{
|
| 997 |
+
"experience_type": "Current Experience",
|
| 998 |
"emotion_type": "anxiety",
|
| 999 |
"problem_type": "academic pressure",
|
| 1000 |
"situation": "I'm failing my classes and I'm on scholarship",
|
| 1001 |
+
"survey_score": {
|
| 1002 |
+
"seeker": {
|
| 1003 |
+
"initial_emotion_intensity": "5",
|
| 1004 |
+
"empathy": "5",
|
| 1005 |
+
"relevance": "5",
|
| 1006 |
+
"final_emotion_intensity": "1"
|
| 1007 |
+
},
|
| 1008 |
+
"supporter": {
|
| 1009 |
+
"relevance": "5"
|
| 1010 |
+
}
|
| 1011 |
+
},
|
| 1012 |
"dialog": [
|
| 1013 |
{
|
| 1014 |
"text": "hi I need help. I'm under academic stress",
|
|
|
|
| 1100 |
"text": "I actually was thinking of going somewhere else to study. but i actually like the idea of a schedule better. I will try that first. Thank you.",
|
| 1101 |
"speaker": "usr"
|
| 1102 |
}
|
| 1103 |
+
],
|
| 1104 |
+
"seeker_question1": "I think it will be a great chat for people really going through things",
|
| 1105 |
+
"seeker_question2": "its great",
|
| 1106 |
+
"supporter_question1": "I liked chatting so casually and having simple guidelines to help me through the conversation",
|
| 1107 |
+
"supporter_question2": "maybe you can improve how the pop up examples show up when you hover of things"
|
| 1108 |
},
|
| 1109 |
{
|
| 1110 |
+
"experience_type": "Current Experience",
|
| 1111 |
"emotion_type": "anxiety",
|
| 1112 |
"problem_type": "academic pressure",
|
| 1113 |
"situation": "Iam facing a lot of academic pressure to coplete the degree on time..",
|
| 1114 |
+
"survey_score": {
|
| 1115 |
+
"seeker": {
|
| 1116 |
+
"initial_emotion_intensity": "5",
|
| 1117 |
+
"empathy": "5",
|
| 1118 |
+
"relevance": "5",
|
| 1119 |
+
"final_emotion_intensity": "4"
|
| 1120 |
+
},
|
| 1121 |
+
"supporter": {
|
| 1122 |
+
"relevance": "5"
|
| 1123 |
+
}
|
| 1124 |
+
},
|
| 1125 |
"dialog": [
|
| 1126 |
{
|
| 1127 |
"text": "Hi..how are you doing today",
|
|
|
|
| 1213 |
"text": "bye,,Stay safe and healthy in this pandemic..",
|
| 1214 |
"speaker": "usr"
|
| 1215 |
}
|
| 1216 |
+
],
|
| 1217 |
+
"seeker_question1": "no",
|
| 1218 |
+
"seeker_question2": "no",
|
| 1219 |
+
"supporter_question1": "no",
|
| 1220 |
+
"supporter_question2": "no"
|
| 1221 |
},
|
| 1222 |
{
|
| 1223 |
+
"experience_type": "Current Experience",
|
| 1224 |
"emotion_type": "anxiety",
|
| 1225 |
"problem_type": "job crisis",
|
| 1226 |
"situation": "I recently left my job because of a toxic environment but now I'm having trouble finding another and I'm running out of money.",
|
| 1227 |
+
"survey_score": {
|
| 1228 |
+
"seeker": {
|
| 1229 |
+
"initial_emotion_intensity": "4",
|
| 1230 |
+
"empathy": "4",
|
| 1231 |
+
"relevance": "4",
|
| 1232 |
+
"final_emotion_intensity": "2"
|
| 1233 |
+
},
|
| 1234 |
+
"supporter": {
|
| 1235 |
+
"relevance": "5"
|
| 1236 |
+
}
|
| 1237 |
+
},
|
| 1238 |
"dialog": [
|
| 1239 |
{
|
| 1240 |
"text": "Hello!",
|
|
|
|
| 1349 |
"speaker": "sys",
|
| 1350 |
"strategy": "Affirmation and Reassurance"
|
| 1351 |
}
|
| 1352 |
+
],
|
| 1353 |
+
"seeker_question1": "",
|
| 1354 |
+
"seeker_question2": "",
|
| 1355 |
+
"supporter_question1": "Seeker gave great information on their problem and were very specific",
|
| 1356 |
+
"supporter_question2": "Great website, great task"
|
| 1357 |
},
|
| 1358 |
{
|
| 1359 |
+
"experience_type": "Previous Experience",
|
| 1360 |
"emotion_type": "anxiety",
|
| 1361 |
"problem_type": "ongoing depression",
|
| 1362 |
"situation": "Ilost my home when my partner died. He had changed the will and I didn't know.",
|
| 1363 |
+
"survey_score": {
|
| 1364 |
+
"seeker": {
|
| 1365 |
+
"initial_emotion_intensity": "4",
|
| 1366 |
+
"empathy": "4",
|
| 1367 |
+
"relevance": "3",
|
| 1368 |
+
"final_emotion_intensity": "3"
|
| 1369 |
+
},
|
| 1370 |
+
"supporter": {
|
| 1371 |
+
"relevance": "5"
|
| 1372 |
+
}
|
| 1373 |
+
},
|
| 1374 |
"dialog": [
|
| 1375 |
{
|
| 1376 |
"text": "I need understanding at this time.",
|
|
|
|
| 1501 |
"text": "Help is so great between people.",
|
| 1502 |
"speaker": "usr"
|
| 1503 |
}
|
| 1504 |
+
],
|
| 1505 |
+
"seeker_question1": "no",
|
| 1506 |
+
"seeker_question2": "no",
|
| 1507 |
+
"supporter_question1": "",
|
| 1508 |
+
"supporter_question2": ""
|
| 1509 |
}
|
| 1510 |
]
|
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