Category: parenting

  • How People On Reddit Talk About Epilepsy

    How People On Reddit Talk About Epilepsy

    As a technologist, I’m fascinated about how people use social media. It’s such a vast space but people find places where they can make connections around any number of topics. Social media has fostered revolutions, saved lives, but also taken them. It enables freedom of expression but also allows an unprecedented level of hatred. Like a hammer, social media is a tool, and it’s up to humanity to use it to build or to destroy.

    I read an article that described a language analysis done on comments from Reddit. Reddit is a community website that aggregates content. It also allows members to share, rate, and discuss the content. I thought it would be interesting to see how people on Reddit talked about epilepsy.

    Why does it matter?

    If you’re reading this post, you may have been lead to it by Twitter, Facebook, or Medium. Maybe you subscribed to the blog. In any case, you are using technology and the Internet to consume information. And there is a lot of information out there…some good, some bad, some supportive, some not. These types of analyses aren’t perfect, but they can provide some interesting insights.

    I’m old enough to be able to navigate these platforms and decide what to take and what to leave. While my son is not of Internet age yet, he will be soon. And he’ll be more likely to look to social media for support. The more I know about the different systems, the abler I’ll be to guide him as he explores them.

    More generally, though, these types of analyses can be helpful to see what aspects of epilepsy people are talking about. Or, not talking enough about.

    What data did I look at?

    For this project, I grabbed comments from March 2017 that contained the word “epilepsy“. That gave me 3,046 comments out of about 79 million (0.0038%). Literally, a drop in the bucket, but enough for a simple analysis.

    Number of comments by day in March 2017

    Here is how the epilepsy-related comments were distributed throughout March.

    epilepsy reddit nlp google sentiment

    The big spike on March 22 was partly due to a question in AskReddit. AskReddit is where posters ask and answer “questions that elicit thought-provoking discussions”. The spike was the result of responses to the question “What are you sick and tired of having to explain to people?.” I can imagine people living with epilepsy having an opinion on that question.

    Which subreddits are the most active?

    Next, I wanted to break down the comments by the group they were posted in. On Reddit, the groups are called “subreddits”. Those discussions helped the AskReddit subreddit lead the comment count for epilepsy-related posts. The subreddit dedicated to discussions about epilepsy came in second.

    epilepsy reddit nlp google sentiment

    What adjectives do people use when they talk about epilepsy?

    Besides looking at simple numbers, I wanted to analyze the comments themselves. I ran them through Google’s Natural Language (NLP) API to see what I could learn. NLP takes a sample of text and breaks it down into parts of speech and sentiment.

    First, I looked at the parts of speech. Here are the top adjectives most used in conjunction with the word “epilepsy.”

    epilepsy reddit nlp google sentiment

    What is the sentiment of the comments about epilepsy?

    Next, I wanted to add the sentiment piece. The NLP looked at each comment and to try to infer if it represented a positive or negative sentiment. “I won’t let epilepsy get me down” is an example of a positive sentiment. “I have epilepsy and am depressed” expresses a negative sentiment. I wondered if the adjectives used changed depending on the sentiment of the comment, and they did.

    For comments characterized as positive, words like “good”, “great”, and “best” were included.

    epilepsy reddit nlp google sentiment

    For negative comments, “bad”, different”, and “severe” made the list.

    epilepsy reddit nlp google sentiment

    I also wanted to look at the sentiment across the different groups. The chart below shows the average sentiment of the epilepsy-related comments by subreddit.

    epilepsy reddit nlp google sentiment

    Again, a positive score reflects an overall positive sentiment of the comments. Interestingly, the big negative score on the chart is for the subreddit “KotakuInAction.” The group relates to the “GamerGate” controversy and other gaming and Internet issues. The thread that contained the epilepsy comments related to the Eichenwald case. That was where a journalist with epilepsy was sent a seizure-inducing twitter message.

    What else do people talk about when they talk about epilepsy?

    Finally, Google’s algorithm also provides other topics (entities) that are discussed in text. Here are the most common entities mentioned in conjunction with epilepsy on Reddit.

    epilepsy reddit nlp google sentiment

    Let’s look at January through March…

    Since the data was available, I ran a few of the reports for the first three months of 2017, as well, to see if anything changed.

    First, here are the number of comments for January through March.

    I also wanted to see how different the entities report was over the three months. There was a lot of overlap from the March chart, showing that conversations about those entities are likely normal.

    Finally, I also looked at the occurrences of specific references to a handful of positive and negative terms that often come up when speaking about epilepsy.

    Looking at the two charts, clearly, references to medication, side effects, and depression were often discussed in the comments on Reddit.

    What’s next?

    This project was a first look at using natural language processing techniques to analyze social media posts about epilepsy. There are a number of applications for such technology, and it will be interesting to explore more sites and using different algorithms and techniques. If you have any thoughts or suggestions on other ways to look at the data, please leave a comment below.

    If you’re interested in doing your own analysis, you can find the source code and other information on my GitHub page. A shout-out to Sara Robinson for her article, which was a guide and huge inspiration.

  • Part Of The Team

    Part Of The Team

    Spring is here, which means it’s time to hang up the skates and grab the bat and glove. This year, my son moved up from teeball, which I coached last year, to baseball. Since I’m not coaching this year, it meant having another conversation about epilepsy.

    I still get nervous introducing people to my son’s condition. I try to strike the right balance between “he has a serious medical condition” and “everything is going to be fine.” It’s hard. Too much information can overwhelm even the most altruistic volunteer. But I’m not doing my job unless I am honest about all the potential challenges.

    There are times when I wish that I could not say anything. I could hope for the best and let my son take part in an activity without a caveat. After all, he’s not likely to seize. And there are plenty of kids on the team that have a hard time listening or focusing. He could blend in.

    That would be easier. The coaches wouldn’t have to be scared. I wouldn’t have to worry about him being treated differently. I wouldn’t have to face the reality of our situation. I wouldn’t have to make epilepsy a part of everything that we do.

    But, the fact is, it is a part of everything we do. And it’s my job as a parent to do what is best for my son. I want to keep him safe but I also want him to enjoy the experience. The only way to do that is to have an open communication channel with the people in his life. We were told early on that we, the doctors, nurses, teachers, aides, babysitters…we are all a part of my son’s team. And like any good team, everyone needs to be informed so they can play their part.

    When we talked to his coaches, they thanked us for telling them, then they asked what they could do to help. That night, they reached out to us again to let us know that they were happy he was on the team. To the father of a child with epilepsy, the best way to show that they were part of our team was to make him a part of theirs. They had done that with one phone call, and they continue to do it at every practice.

    As anxious as I get about doing it, the more we have the conversation, the better we get at it. The better we get at it, the better people respond to it. And the better people respond to it, the less anxious I will hopefully be the next time. Which is good. Because it’s a conversation that isn’t going away.

  • Facing Things Head On

    Facing Things Head On

    My son feels the need…the need for speed. Ever since our last trip to an amusement park (which ended with two missing teeth), he has asked to go back. So, on spring break, we surprised him with a visit to Busch Gardens.

    For the hour-long car ride, we kept our destination our secret. But as we pulled near the parking lot, the tell-tale blue track of a roller coaster poked above the trees. His excitement filled the car. As we drove around the parking lot that bordered the park, all he talked about was riding a roller coaster. He wanted to go back on the one that had claimed his two front teeth last time. Calling it out was more because it was one of two “big boy” roller coaster that he was tall enough to ride. But I liked to think he wanted revenge.

    Unfortunately for my son, his date with his nemesis would have to wait. Grandma had bought us tickets for a special safari. The disappointment was clearly visible on my son’s face, but we still had a great time. As soon as we waved goodbye to our guide and collected our things, though, he led the way to his date with destiny.

    The last time we rode this roller coaster was my son’s first time on a big one. It includes an unexpected acceleration right out of the gate that launches the cars into the sky. My son’s face hit the harness, leaving him bloody and toothless. But otherwise, he seemed to enjoy it and he even rode another roller coaster later in the day.

    This time, I expected him to have a much better experience because he was older and a more seasoned rider. That was not to be the case. After the initial speed burst, he was audibly questioning why he made this “bad choice”. I held my hand across his chest as best I could to comfort him (and try to keep his new teeth in place). After another dip and a barrel roll, he said he didn’t feel good. I could see the end of the ride coming up and hoped he could keep his breakfast from coming out. Fortunately, we made it. The ride stopped, the harness lifted, and he carefully climbed out of the car. For the next 30 minutes, he continued to question his life choices. Eventually, he decided that he needed to be “maybe 20” before he tried again.

    I felt terrible. Partly because, when we stopped to see our picture from the ride, I laughed. A lot. Also partly because we bought a copy of the picture. And also because I posted it online. And now because I’m including it in this post.

    epilepsy dad unhappy roller coaster

    But I also felt bad because my son was genuinely disappointed in himself because he got scared. Not because he has epilepsy, which has often been a source of frustration. Not because of his meds or because of how many seizures he had. But because he was a normal kid that bit off more than he could chew.

    Over the past few years, my son’s condition has limited aspects of his life. It’s easier to blame epilepsy when things go wrong. It’s more convenient to have a culprit. But we taught him to listen to his body, to be brave, and that he doesn’t need to do anything that he doesn’t want to. That guidance has served him well, and he’s one of the bravest kids I know. It’s helped during those long hospital stays with relentless testing and needle pricks. It turns out those lessons we taught him are the same he will rely on when things don’t work out.

    After a long afternoon playing games and riding the kid’s coaster, my son looked at me with a serious look. He took a deep breath, stood in front of me and told me that he wanted to go back on the big roller coaster.

    My first instinct was to protect him. I didn’t want him to have to put on another brave face and will himself through one more thing. He does it at the doctor. He does it when his body is exhausted but he wants to play or feel normal. I told him that he didn’t have to and that we could ride it next time. But he was determined.

    We walked back over to the where our day began. Without hesitation, my son walked past the height check and made his way up the tunnel towards the line. He was meeting this challenge the same way he had faced those presented by his epilepsy.

    Head on.

    epilepsy dad brave challenge

  • Doing The Best I Can

    Doing The Best I Can

    As parents, we have to figure out what lessons we want to teach our children. The balance of our “when I have my own kids, I will/will not” promises are finally called due. We get to decide what to keep from our own childhoods and what to throw away. But knowing what to keep isn’t always clear and, worse, it can be terrifying. It involves shifting perspective enough to question some fundamental truths.

    When I was growing up, I never thought anything I did was good enough. I took little joy from what I achieved because there was always someone who did it first, faster, or better. There was always room to grow. Accomplishments were expected but rarely celebrated. Humility was a virtue and pride was a sin. These messages became the foundation for how I felt about myself and how I lived my life.

    It wasn’t always obvious to me that this part of my philosophy wasn’t something that I wanted to pass on to my son. After all, I turned out okay. I am humble and grounded. I’ve had amazing experiences. I have a good job and the best family. Knowing that there is always someone better means striving to work harder, to learn more, and to do better. It made me a perpetual student and a life-long learner.

    This spirit of growth and learning is one that I want my son to have. But before he started having seizures, I wouldn’t have thought to teach him that lesson in a different way.

    I remember sitting by his bedside in the hospital. The dark room was lit only by the light coming from the EEG monitor that showed constant, wild activity. His body had gone toxic from a bad reaction to one of the medicines we hoped would stop his seizures. It didn’t. The seizures raged on, and the toxicity left my son immobile, ataxic, and unable to form thoughts or words. I felt helpless. I was afraid. I prayed. This lowest of points stretched on for days.

    When he could start to form words again, it was the most amazing thing I had ever seen, and we cheered. When he could hold his frail body up by himself, we cheered. When we left the hospital, even though our boy was not quite himself, it was another cause for celebration. With each milestone he passed, we cheered. If he stumbled, we acknowledged how hard he was working. There was no “but”. “But, you used to be able to do it better.” “But, those other kids are faster.” For the first time in my life, I saw what it meant to work hard and to do your best and for that to be enough. “That was great, buddy. You worked so hard to do that. I’m proud of you.” Full stop.

    I hate epilepsy. I hate what it does to my son. But I would hate myself if I didn’t learn the lessons that this experience is teaching me. I don’t want to raise a child that always gets a trophy. But I also don’t want to raise a kid that thinks there is a trophy for everything and that he never gets one. I want him to be proud of doing the best that he can. That should be a good feeling, not one that should lead to shame. Epilepsy showed me how dark things can be, and these moments of grateful hope and joy can shed a little bit of light.

    It turns out that this approach has led to my son working hard and liking to learn new things. Except he feels good about where he is. He is also braver than I ever was, willing to try new things outside of his comfort zone. He’s also a good sport and as grounded as any 7-year-old should be. Those qualities that I had hoped to pass on to him are there. Except his motivation isn’t based on feeling less than everyone else. His motivation is based on being the best him that he can be and being able to feel joy in that.

    Before you feel bad for the other little boy in this story, this experience has taught me the same lesson. In celebrating my son’s accomplishments, I’m starting to acknowledge my own, too. Just a little. But I’m doing the best I can.

  • Opening Up About My Son’s Hidden Epilepsy

    Opening Up About My Son’s Hidden Epilepsy

    This post is part of the Epilepsy Blog Relay™ which will run from March 1 through March 31. Follow along and add comments to posts that inspire you!

    If you saw my son on the playground, you might not notice anything wrong with him. He’d be running, playing, and laughing alongside the other children. Epilepsy is a “hidden disability”. It can remain invisible, hiding its nature until a seizure reveals the cruel truth. For my son, his seizures occur in the early morning hours outside the view of the rest of the world. While there are traces of other symptoms of his condition, they, too, often go unnoticed. As a result, we control whether to expose his condition to the people around us.

    There are times when it is easy to know that we should disclose his condition. At school, he is on a 504 plan so his epilepsy is well documented, and he has special accommodations during the day. His aide and his teacher have both come to understand him and are able to better adapt to his needs. While many of his classmates can’t grasp what they cannot see, we are as honest with them as we can be. It’s hard to not notice the aide, the breaks and the absences. Ignoring the reason for them would confuse his young class more.

    Sometimes disclosing his epilepsy is a matter of safety. Before we signed him up for hockey, we asked if they were comfortable with a student that had epilepsy. On the first day of practice, we talked to the coach to remind him. When my son had a seizure on the ice, the coach was prepared and we spoke with him afterward, as well. It would have been unfair and irresponsible to hide my son’s epilepsy, even if he hadn’t had that seizure. It also could have easily traumatized his coaches. It’s bad enough seeing a seizure when you know one is possible. It’s another thing to be caught off guard.

    As his father, I worry what the stigma of epilepsy will do to my son. Classmates made him feel different because his ketogenic lunch was strange. They weren’t trying to be mean, but it caused my son to hide his lunch for weeks. As he gets older, the comments may not be as innocent. My wife and I work hard to give him a good foundation of strong values and a deep sense of self-worth. I don’t want him to feel shame because he has epilepsy. But he’s my little boy, and knowing that he’ll face challenges because of his condition is hard. The idea that he’ll be stigmatized by others because of it is unbearable. That alone makes me want to protect him and never tell anyone about his epilepsy.

    So I hide his struggle (and ours) from those around us. I don’t talk about his condition or volunteer any information for fear of judgment or pity. To the parents from his school and his hockey class, he’s another normal kid. To the people passing on the street and the people that see him on the playground, he blends in with everyone else. Some days, those moments feel like a gift that I don’t want to let go of.

    It’s tempting to take the same approach in every situation. But epilepsy is such a big part of his life that people won’t know the real him with that piece missing. They won’t know how hard he works to function on a bad seizure day or to navigate the fog caused by his medicine. They won’t know that he has different limitations and abilities. They’ll never understand him without that piece of the puzzle and I want him to be understood. He is worth understanding.

    Is it better to feel like everyone else when you know that you aren’t? Or is it better to always feel different but to always be yourself? Should the answer I’d give for myself be the same that I’d give for my 7-year-old son? These are the questions that I found myself asking as I tried to wrap up this post for epilepsy awareness. I struggled for a long time trying to come up with a concise answer, but I couldn’t. Because there is no answer. There is just doing the best that I can with what I am capable of doing and with my son always first on my mind.

    NEXT UP: Be sure to check out the next post tomorrow from Audra Sisak at www.hislifewithautism.com for more on epilepsy awareness. For the full schedule of bloggers visit livingwellwithepilepsy.com. And don’t miss your chance to connect with bloggers on the #LivingWellChat on March 31 at 7PM ET.