What is that dance called? Swing, East Coast Swing, Triple Swing, East Coast, or…

When I got into the business of categorizing music by dance style, I knew there would be a lot of ambiguity involved. However, some of the passion behind people’s opinions about what a dance should be called or what tempos are acceptable for the dance called X still takes me by surprise. Several times a year, I get an email from someone who is absolutely livid that I “got the tempo of West Coast Swing completely wrong” or called a dance “Lindy Hop” rather than “Swing” or some other variation on the theme.

I learn a lot from the people who send these emails, and often learn something that helps me improve the site or my general knowledge of dance. One feature I added a while back, based on some of these interactions but haven’t discussed in the blog, was the idea of having “synonyms” for dances.

The way music4dance works, I have to have an unambiguous and unique name for a dance. This leads to somewhat clunky names at times – for instance, the dance that most dances consider “Waltz,” I call “Slow Waltz” to distinguish it from “Viennese Waltz” and to allow for a catch-all category of Waltz. But I want to be able to show other names for dances so people can find the dances even if they know them by another name. This applies both to cases where the dance really is the exact same dance; it’s just named differently to disambiguate it, and in cases where the parameters for what music works are close enough that it makes sense to use the same list of music for both dances.

Cases of actual synonyms:

Cases where the dances are different, but the music is the same:

  • Castle Foxtrot = Slow Dance – I started categorizing music that was basically Slow Dance music as Castle Foxtrot, which is a legacy dance that some studios occasionally teach because Castle Foxtrot showed up in my searches as I was designing the site, and fit nicely into the tempo spectrum of Foxtrot-like dances. The practical use of this ended up being more for people looking for “Slow Dance” music in wedding contexts, so I added the Slow Dance synonym. Perhaps I should change the primary name?
  • Hustle = DiscoFox – As far as I can tell, these have evolved into different dances but are still danced to similar music. But that is based on web searching rather than personal experience, so please correct me if I’m wrong. I’m also now second-guessing myself as to whether I should add “Swing Fox,” “Disco Swing,” and “Rock Fox” as synonyms, or if one or more of these rates is its own category.

In any case, if you go to the main “Dance Style” page, you’ll see all the styles we’ve set up, along with their synonyms. As this list grows, being able to filter it is more important, so the filter control acts on both the primary name and the synonym. I also handle the synonyms when you search in the search control in the menu bar. So if you type “Slow Dance” in that search box, you’ll find a list of slow dance songs (that are actually tagged as “Castle Foxtrot”). I don’t convert the name of the tag in the results, but I could if that seems important…

I’m posting this now in part because, during my recent round of updates, I broke the showing of synonyms in the Dance Styles page and then realized I hadn’t ever asked for feedback on the feature. The only mention in this blog was the post when I added it as an afterthought to adding Single Swing to the catalog.

Are there other synonyms that I should add? Are there dances that I’ve listed as synonyms that I should break out into separate dances? If you have ideas about this post or the site, comment below or use other feedback mechanisms listed here. And if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.

Ballroom Songs for Your First Dance

Wedding season is upon us again, so I thought I’d take another run at filling out the music4dance.net wedding dance catalog with wedding spotlight songs cross-referenced by partner/ballroom dance style. It’s pretty common to choreograph a first dance, and I’ve seen mothers and fathers learn a particular style of dance so they could lead/follow their offspring in a partner dance, especially among friends who are part of a social dance or ballroom community.

Cross-referencing between a tag and a dance style is something that the music4dance database is set up to handle exceptionally well. But, of course, someone has to add the tags and vote on the dances. I recently did a round of collecting information from Spotify playlists, but that is never as good as community members contributing their ideas. Please consider adding your own first dance or other wedding spotlight songs to the database.

On that note, I’m seeing more and more different wedding spotlight dances (for lack of a better term). I mentioned Mother/Daughter the last time I looked at wedding dances, but now I’m also seeing Father/Son, Brother/Sister, and Last Dance, just to name a few. This pattern has me thinking about the most helpful format for the wedding dance page. I like the simple table format because I can get a quick idea of the distribution of different dance styles of songs in the database compared to the spotlight event, but that probably isn’t the best way to look at the data from the perspective of someone looking for a song to dance to and gets worse if I add more columns.  I’m leaning towards another generalization of the Holiday page. The top-level page would be linked to each of the spotlight dances (First Dance, Mother/Son, etc.), and then each of those pages would look like the holiday page with a list of all songs that suit the event and links to drill down to a particular style of dance.

I don’t think I should be adding wedding songs like processionals, recessionals, etc., because I’m pretty sure people don’t dance partner dances to those. But as I type this, I can’t shake the thought of a father and daughter Viennese Waltzing down the aisle to Kelly Clarkson’s “Breakaway.” I’m also not ready to tackle the line dances that are often done during the reception, as there are sites that specialize in line dances, and from what I can tell, the set of these dances that are used at wedding receptions is small enough that it doesn’t require a database to keep track of them.

But are there other spotlight dances that we should be tagging? Can you think of different ways to organize the catalog? If you have ideas about this post or the site, comment below or use other feedback mechanisms listed here. And if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.

P.S. Since I don’t have a great way of tracking historical song counts, I will note here that as of this writing, there are 1771 songs tagged as Wedding and have at least one dance vote, of which 1131 are tagged as First Dance.

We’d like to dance a “real” partner dance as the first dance at our wedding (Part I: We already chose our song)

Wedding season is upon us, and one of the things that come with weddings is receptions with first dances, father/daughter dances, mother/son dances, mother/daughter dances, and any other variation you can think of. I think it’s extra special when those dances are recognizably partner dances like Foxtrot, Rumba, or Swing. Of course, I have a bit of a bias. If you want to find…

Western Partner Dances and Line Dances?

One of the comments on my last post asked:

A lot of our dance groups over here love to dance the partnered dance sea shells The song “Blue night” by Michael learns to Rock sings the song they dance to. Is there a list on your data base of similar songs to that one that they can also dance Sea Shells to?

This question lead me down one of those beautiful rabbit holes that dance often does.

I had never heard of this dance, but I looked it up and found a YouTube video with the choreographer demonstrating the dance. It was 32 counts (four 8-counts) danced line of dance using a vocabulary that I’m not familiar with but would guess was some flavor of country dance.

Now, when I was learning to lead as a ballroom dancer, my teacher often put together a few eight counts of choreography that I could use so that I wouldn’t have to think as much about what my next move was and concentrate instead on leading my partner and making sure I didn’t run into anyone (or step on my partner’s feet). I understand this is a common technique in the Ballroom community. I ran across similar methods when learning social dances in group classes. So my first instinct was – this is just a slightly more formalized version of that technique – and it has the advantage that your follow knows that you will be doing this same sequence, so the lead should be much easier.

Following that thread, I listened to the song more closely and counted it out. It’s about 97BPM 4/4 and had the feel of an International Rumba or Bolero to me. This gave me the first level answer to the question of what else would someone play if people wanted to dance “Sea Shells” – I went to Advanced Search and selected Bolero and Rumba, limited the tempo to 95-99 BPM (an arbitrary bracket around 97 BPM) and sorted by the most popular – that resulted in this list. I’m convinced that someone who learned “Sea Shells” could dance it to any of the top songs on the list.

But I felt like I was missing something fundamental about this type of dance, and I dug deeper. I didn’t have to do much searching to find a “Dance Step Sheet” with the specific choreography that Dan and Kelly Alboro created. In fact, there were a bunch of places that listed this dance and described the steps. Poking around the websites that hosted such sheets, I found that this is a whole thing. Please pardon my ignorance here since I’m sure many people reading this post know more about such things than I do, but the concept of choreographing a few eight counts of a partner dance and naming it was completely new to me.

My understanding from a relatively brief perusal of these sites is that there is a branch of country dancing similar to line dancing where someone choreographs a number of eight counts using a specific vocabulary, teaches it at an event, and then a whole group of people can dance the same “dance.” The most experience I’ve had with these personally is Wedding Line Dances, but it seems like a fun experience. Doing this kind of dance with a partner rather than the individual line dances I’ve seen in the past feels like a great way to become more comfortable as a partner dancer. In any case, I’ll put a bunch of links at the bottom of this post to sites written by people who know a lot more about this than I do.

Back to the original question: Another answer is that some of the “Dance Step Sheets” for “Sea Shells” list an alternate song that it can be danced to. The song they list is “jumpin’ the jetty” by Coastline. Now, this is a song that shouts Swing to me and is considerably faster (126BPM) than “Blue Night.” So that blows my original thought out of the water. Here is a search for swing songs between 124 and 128BPM. Unsurprisingly, there is no overlap between this list and the one I generated for “Blue Night.” I suspect someone who knows the choreography well can probably dance it to any reasonably consistent 4/4 music at a wide range of tempos. For those who are less expert, there is perhaps an advantage to being on the slower side and having strong phrasing. And I’m sure there are plenty of folks who only want to dance this particular dance to the music that they learned it to in the first place. But as I’ve said repeatedly, I’m way out of my depths here, so if someone who actually knows something about this kind of dancing would care to jump in and help me out, please do.

The last thing I wanted to say about this subject is that I’ve had several requests to support country and line dances on the site. I plan to enable the more traditional country partner dances once I get past some infrastructure issues that are currently blocking me from adding a bunch of new dances. I’m confident I can do that and seed the lists from reliable sources to get something up and running despite my lack of specific knowledge of those dances. Then, hopefully members of the community who know more about those dances can add more. Please let me know if you’re interested in this feature. The more people raise their hands for this feature, the faster it will move up my TODO list.

I hadn’t devised a method for handling line dances before this, partly because I assumed they were all choreographed to a single song. It didn’t seem like the system I’d built would handle that very well. But based on this experience, I’ve come up with a way to “support” line dances without adding code. I’ll throw it out there, and if anyone wants to start adding line dances to the database, I’ll document it more closely and possibly even add some code to make the experience smoother. The idea is pretty simple. Just add a comment with a quoted version of the name of the line dance to the song. Then, people can search on that and get a list of songs to line dance to. Here’s the search for “Sea Shells,” which returns the two songs I’ve discussed in this post.

I will dig myself out of the rabbit hole for now and see if I can make some progress on the infrastructure issue I mentioned above.

Please let me know if you have any thoughts about the subject of this post or the site by commenting below or using other feedback mechanisms listed here. And if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.

Some interesting links related to the Western Partner dances:

Copper Knowb Stepsheets

DiceMemory Parter / Circle Dances

DiceMemory Line Dance Steps

CoutryDancingTonight – 10 Popular Partner Country Dances

Wikipedia – Partner Dance

Wikipedia – Country Western Dance

Wikipedia – Round Dance

Playlists for Ballroom DJs?

I recently heard from a member of the music4dance community who hosts a community social ballroom dance for which he builds a playlist. He uses music4dance to find song ideas, then manually builds a spreadsheet and feeds it back into Spotify to create the final playlist.

I have a long-standing interest in making it easier to build playlists. I still have fond memories of my dance coach handing us a CD of custom-cut practice rounds (this was back in the ‘90s). When I started music4dance, I thought that once I had enough data, I’d be able to do some kind of auto-playlist generator where I randomly chose a high-ranked song from each dance type in a competition round and created a playlist that would be suitable to practice to. Unfortunately, the music4dance database isn’t nearly clean enough to do something like that. I’d need to be able to filter down to just songs that are strict-tempo for each dance, which I’m not even close to being able to do.

I’ve communicated with several DJs who use music4dance to build their playlists. It seems pretty common to want to be able to rotate through a pattern of different dances, so maybe there is some there there. The ability to create heterogeneous playlists of songs appropriate for different dances seems like a helpful feature.

But I’m also loathe to define my own playlist format and land myself in a situation where I’m storing everyone’s playlists. I already spend more time maintaining the music4dance code and systems than adding new features, so I want to be careful about creating features that add to that burden. But that’s not a complete blocker; if this is the way to provide the best user experience, I’d be happy to do it. I’d want to take the time to lock down the requirements before implementing a feature like this.

Hence, this blog post. If you use music4dance to build playlists, how do you do it? And what do you want the format of the end result to be? A Spotify Playlist? A spreadsheet? An integration with the DJ software you use? If so, what software? Please let me know.

In addition to the specific asks above, I’m always happy to hear ideas about this post or the site by commenting below or using other feedback mechanisms listed here. And if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.

New Feature: More Spotify Exports

One of the more active members of the music4dance.net community filed a bug report recently, noting that he tried to create a Spotify Playlist, but it came up empty. The playlist was All West Coast Swing (with at least 3 votes) songs having tempo between 100 and 120 beats per minute including songs edited by sabrinaskandy sorted by Dance Rating from most popular to least popular. Staring on page 4. It never occurred to me that someone would want to export a playlist starting from a page other than one. There was a very good reason in this case. He was interested in trying new music, and the top songs in this search were those with which he was generally already familiar.

On a separate track, I’ve been contemplating ways to distinguish the different tiers of the premium subscription. While I want to keep the core functionality of music4dance open to everyone, and I contend that the main reason to pay for a premium subscription is to support the project, I’d like to start building a few things that are nice bonuses for people who provide more financial support.

So, I’ve fixed the bug and now allow folks with a Silver subscription to export from pages other than the first one. While I was at it, I’ve increased the number of songs you can export to a thousand for anyone with a Bronze subscription. Details are available on the subscriptions page.

While I’m here, please let me know if you want to download song and dance information to a file. I have a beta-level feature in place, but I haven’t seen enough interest in the feature to clean it up and get it fully in projection. It’s not a giant lift, so even a few people expressing interest will tip the scales.

In case you’re wondering, the bug turned out to be that I was paging by 100 rather than 25 during export, so the query in question, which only returned 101 songs, produced nothing when starting from the (4-1)*100 = 300th song.

One other nice side effect of the combination of having the total number of dance votes per song indexed and the ability to export larger playlists is that I can now produce a playlist with the Top 1000 songs, based on the total number of dance votes. I don’t know how practical that playlist is, but I find it fun.

In addition to the specific asks above, I’m always happy to hear ideas about this post or the site by commenting below or using other feedback mechanisms listed here. And if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.

New Feature: Searching on songs with a minimum number of dance votes

Several folks have been frustrated with the number of songs in the music4dance catalog that only have one or two votes for a particular dance style. This limitation doesn’t matter for many searches because you can sort by dance votes, and the most popular songs end up at the top.

But if you want to sort by something else, such as tempo or date modified, you’re out of luck. That is until now.

I’ve added a feature in advanced search that enhances the ability to filter by dance. Previously, you could filter only on whether a song had a net of at least one vote for a dance style. Now, you can filter on any threshold. So, if I want to create a list of all songs with at least three votes (net) between 160 and 180 beats per measure sorted by date added, I can do that now.

Here’s how:

  1. Go to Advanced Search
  2. Choose Salsa in the Dance filter
  3. Click on Show Thresholds
  4. Click on the “+” next to Salsa twice to increase the threshold to 3
  5. Change the tempo range to 160-180
  6. Choose “When Added” for the “Sort By” field
Advanced Search with Dance Thresholds
Advanced Search with Dance Thresholds example

Let me know what you think. Are there other ways you would use this kind of filter? Is there any reason to filter out the most voted for songs? That’s certainly possible, but I didn’t see a use case for that.

In addition to the specific ask above, I’m always happy to hear ideas about this post or the site by commenting below or using other feedback mechanisms listed here. And if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.

How to find the most popular songs to dance to

The core mission of music4dance.net is to help you find music to dance to, whether you’re a ballroom dancer, social dancer, or really any kind of dancer. Sometimes I look at the site and say, “This could be better.” Or “Here’s a place that I’ve wanted to improve for a while but couldn’t figure out how; maybe I should try something different.” I had an “aha” moment when I was going through the site for my annual Holiday Music post. I’ve been frustrated that many of the lists of songs on music4dance.net default to some nearly random order that tended to put songs on top that only one or two people had voted for. In the Holiday Music catalog, if you choose a specific dance (like Foxtrot), the list is sorted by the number of votes for that dance. But that wasn’t true of the main list, and there wasn’t an obvious way to sort that list by dance votes.

So I took a step back to think about the general problem of getting the songs with the most dance votes to the top of lists and search results and started digging into the corner cases, which is generally where I get stuck on this kind of problem. For song sorting, I was particularly worried about an issue that a customer brought up when I first implemented the general search like google feature that enabled full-text search. In that case, I was sorting by most recent by default, and when the customer tried to do a full-text search, the song he was looking for ended up on the second page of results because there were a bunch of songs that matched his search less well but had been added more recently.

After thinking about this for a while and looking through search history, I concluded that there are two main ways people search for songs to dance to on music4dance.net. The most common search is for a specific song or artist, in which case you want the song you’re searching for to end up as close to the top of the list as possible, whether or not it is highly rated. The other way is to build lists to browse or create playlists from. In these cases, having the most popular songs at the top makes sense (unless you’ve specified something else like tempo).

Given the above, I’m more explicitly handling the case where you don’t specify a sort order as a special “default” case. If you search for specific text, I assume that’s the most important part of your search, and I sort by most relevant to the text part of the search. This part should take care of the customer I  mentioned above and folks doing that kind of search. In all other cases, I’ll sort by dance votes. You can, of course, always use the Advanced Search page to specify a sort order to override the default.

One of the reasons that I didn’t do this a long time ago is that there are some other corner cases. The biggest one is that there is no way in the underlying search engine to sort on the sum of the votes for different dances. So I can sort on votes for Rumba or even votes on Rumba, then votes for Cha Cha, but I can’t sort by the sum of the votes for Rumba and Cha Cha or even on the most total votes. I still haven’t fully solved this problem, but I have reduced it to a corner case that I believe is a better compromise than the random sort I started with.

I added a new sortable field in the database representing the sum of all dance votes on each song. With the new field, when looking at the default song list you see when you go to the Song Library, you’ll see the most popular songs on the first page. That also helps pages like the main Holiday Dance Music page, where you’ll also see the most popular songs first. The dance-specific pages were already sorted by dance votes for the Holiday, Broadway, and Halloween pages but not for the main dance lists (e.g., East Coast Swing Songs). That’s now fixed.

Unfortunately, in cases where you search for multiple dance styles, I can’t sort by the sum of the votes of those styles. Instead, I sort by each dance style vote in the order you specified them. So, if you search for all songs with Rumba, Bolero, and Cha Cha votes, you’ll get a list starting with the songs with the most votes for Rumba, then Bolero, and finally by Cha Cha votes. It’s not a perfect solution, but I think it’s still an improvement over the previous random ordering in these cases. What do you think?

Following the line of reasoning that started this post, I’m sure there are things that aren’t quite working for many of you when searching on music4dance. Please let me know. Sometimes, I just need to see the problem to come up with a fix. That’s especially true if you’re using the site in a way I didn’t expect, so even if everything is working smoothly, I’d love to hear how it’s helping you.

In addition to the specific ask above, I’m always happy to hear ideas about this post or the site by commenting below or using other feedback mechanisms listed here. And if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.

Holiday Music for Ballroom and Partner Dancing 2024

Christmas and other holiday dances are just around the corner, so it’s time to take another look at music ideas to dance to. As of this writing, we have 1759 songs cataloged, up from 1536 songs last year and close to doubling the “nearly two hundred” holiday songs I saw when I added the first version of this feature in the twenty-seventeen! Thanks again to everyone who has contributed by adding songs and tagging songs with dances.

Most years, I’ve tried to do small things to improve the browsing experience for holiday songs. This year, I’ve been in the code, generalizing it to support Broadway lists. But I haven’t done anything to improve the core Holiday Music experience. This phenomenon may be a sign that the feature is mature enough that it doesn’t need additional improvement. But more likely, it’s a sign that I’ve run low on ideas. I’d like to know if there are any improvements that you would like to see in the holiday music browsing experience.

Here are a few ideas to get you started; none of them are clicking enough form to implement without some encouragement from you:

  • Add the ability to sort by most recently added rather than just by dance rating.
  • Add the ability to sort the main holiday list by aggregate dance rating. If I do this, it would likely be part of a larger project to enable more emphasis on sorting and filtering by dance rating.
  • Add the ability to ingest albums that were specifically designed for ballroom dancers, such as DanceLife’s Christmas Best, where the song name encodes the dance name and tempo. Many songs from these types of albums have already been added to the music4dance catalog, but I’d be able to pull in a bunch more if I automated the process.
  • Add the ability to gather statistics on how many songs were in the catalog at a particular date – right now, the only history I have on how big the holiday catalog is these blog entries. The raw data exists to get those answers, but it would require a significant lift. I am curious about this, but not enough to do anything about it unless someone could suggest a more general use for the ability.

I am sure there are many other ideas I haven’t come to that would improve the holiday music browsing experience. Please let me know what would help you the most, and I’ll see what I can do.

In addition to the specific ask above, I’m always happy to hear ideas about this post or the site by commenting below or using other feedback mechanisms listed here. And if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.

Halloween Ballroom Music 2024

Halloween is fast approaching, and I’m updating the music4dance Halloween catalog to include more partner dance Halloween music. I’ve pulled some generic Halloween playlists and cross-referenced them with the existing music4dance catalog. Using this method and some help from the community, we now have 340 songs available in the Halloween catalog that are also tagged with at least one dance style.

One of the side effects of pulling in generic playlists is that many songs in the database are tagged as Halloween but don’t have any associated dances. These songs are hidden by default since they don’t do a lot of good for someone searching for music to dance to. But premium members can see them and other songs that I haven’t been able to match to online music catalogs, which lets those folks dig into some of the data that might have hidden gems.

I’ve been going through these songs and adding dance tags where they make sense to me, but I could use some help. If you’re interested in pitching in and aren’t already a premium member, I’d happily give you a month’s premium subscription in return for your help. If you are already a premium member, I’d extend your membership for a month if you tag some Halloween songs with dances. Let me know if you’re interested in the offer.

Even if you’re not up for helping with Halloween song cataloging, please share any thoughts and ideas about this post or the site by commenting below or using other feedback mechanisms listed here. In addition, if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.

Partner Dance Songs in Broadway Musicals

We recently attended a production of Peter Pan. This wasn’t a musical we would normally seek out, but it was part of a season that we subscribe to, so what the heck. Perhaps it was because expectations were low or more likely because of the Jerome Robbins choreography, but we quite enjoyed it.

Why am I telling you this? If you check out the cast recording (this is the  1989 recording, but it’s approximately the same songs as the 2024 production), you’ll see a couple of easily recognizable dance names in “Hook’s Tango” and “Captain Hook’s Waltz” and a couple of slightly less recognizable dances (at least to a ballroom dancer) in “Hook’s Tarantella” and “Pirate March.” There is obviously cross-pollination between dancing and music in Broadway musicals and the partner dancing and related music I catalog here. In fact, one of the friends who originally coaxed me into the ballroom dancing world started dancing when he performed in musicals.

That got me going down the path of what we currently have cataloged in the cross-section between musical theatre and partner dance music. I went to the tag cloud page and looked for relevant tags. There were several, which is a mixed blessing and also pretty common in this system where I’m pulling data from various places, including crowd-sourcing. The most relevant tags I found were “Broadway” (30 songs), “Show Tunes” (43 songs), “Musicals” (36 songs), and “Broadway and Vocal” (98 songs). This got me into the same kind of situation as when  I first looked at holiday music where I wanted to do a search that the system doesn’t allow. But like the holiday music issue, this is a limitation of the interface I built rather than the underlying database, so it’s easy enough to further generalize the code I wrote for holiday music and Halloween music and land on an excellent solution for Broadway music.

Broadway soundtracks are a rich source of fun songs to dance to, but even with this custom search, I don’t think the existing music4dance database does it justice. What songs from musicals inspire you to dance? Do the actors dance a recognizable version of the dance on stage, or do the songs just work for the dance style? I’d love to see more songs from Broadway in the catalog. Please feel free to contact me if you have lists in any form, and I’ll incorporate them. Or even better, feel free to add them yourself if you have some favorites.

Also, please let me know if you have ideas for searches that you can’t make work with the existing system. I am considering generalizing the search in a couple of different ways, and ideas from you will help me pick a direction. I am also considering adding a “fun searches” page to share some of the searches you can do with the current system, but it might not be easily discoverable. Send me your favorite fun searches, and if I get enough, I’ll increase the priority of that feature.

Please share any thoughts and ideas about this post or the site by commenting below or using other feedback mechanisms listed here. In addition, if you enjoy the site or the blog (or both), please consider contributing in whatever way makes sense for you.